[{"id":"2026-05-01-industry-01","date":"2026-05-01","section":"industry","sectionName":"行业与平台","source":"@GoogleAI","title":"Last week, we made Gemini Embedding 2, our first natively…","summary":"Google AI 发布 Gemini Embedding 2，首个原生多模态嵌入模型，已开放公测，开发者已用于视频分析和视觉购物助手。对 AIGC 技术整合者来说，该模型可直接将视频、图像、文本统一编码，简化素材检索与风格匹配工作流，值得在素材管理或搜索场景中快速集成测试。","recommendation":"Google 首个原生多模态 Embedding 模型开放，做 AI 视觉搜索和素材管理的技术整合者该立刻看。","href":"./2026-05-01.html#item-industry-1","url":"https://x.com/GoogleAI/status/2049903687016063456","tags":["industry","agent"],"entities":["Gemini Embedding 2"],"gist":"谷歌发布多模态嵌入模型，用于素材检索"},{"id":"2026-05-01-industry-02","date":"2026-05-01","section":"industry","sectionName":"行业与平台","source":"@Skywork_ai","title":"Meet Skywork with Hermes Agent capabilities","summary":"Skywork发布具备Hermes Agent能力的AI产品，支持将日常任务转化为可复用的自动化技能，7x24小时稳定运行。对AIGC技术整合者来说，这意味着可以将AI短剧制作中的素材处理、字幕生成等重复环节打包成Agent技能，减少人工介入，提升批量生产效率。","recommendation":"做AI短剧工作流整合的可以看看，Agent能力把重复操作变成自动化技能，省人工。","href":"./2026-05-01.html#item-industry-2","url":"https://x.com/Skywork_ai/status/2049813900053680295","tags":["agent","short_drama"],"entities":["Skywork","Hermes"],"gist":"Skywork Agent能力可自动化短剧制作流程"},{"id":"2026-05-01-industry-03","date":"2026-05-01","section":"industry","sectionName":"行业与平台","source":"@Skywork_ai","title":"What this means in practice:","summary":"Skywork 发布 AI 助手，核心功能是学习用户工作风格，将重复操作保存为可复用的“技能”，并支持 7x24 小时后台运行。对 AI 短剧创作者来说，这意味着后期剪辑中的批量调色、字幕生成等固定流程可被自动化，值得花半天测试能否融入现有工作流。","recommendation":"Skywork 的 AI 助手能学习你的风格并自动化重复任务，做 AI 短剧的可以看看怎么省掉剪辑里的体力活。","href":"./2026-05-01.html#item-industry-3","url":"https://x.com/Skywork_ai/status/2049813902515753239","tags":["agent","short_drama","editing"],"entities":["Skywork"],"gist":"Skywork AI助手自动化短剧剪辑重复流程"},{"id":"2026-05-01-industry-04","date":"2026-05-01","section":"industry","sectionName":"行业与平台","source":"@Skywork_ai","title":"Try it now: https://t","summary":"Skywork AI 官方发布了一个新链接，但未提供任何具体说明或参数。对 AIGC 创作者来说，信息过于模糊，无法判断是否与视频生成或工作流相关，建议等待更详细的官方公告或实测后再评估价值。","recommendation":"Skywork 发了新东西，但摘要只有链接，信息量太少，先观望再决定是否点开。","href":"./2026-05-01.html#item-industry-4","url":"https://x.com/Skywork_ai/status/2049813904839348633","tags":["industry"],"entities":["Skywork"],"gist":"Skywork发布新链接但信息不足需观望"},{"id":"2026-05-01-methods-01","date":"2026-05-01","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"【全98集】0基础0成本！AI视频制作保姆级教程（2026最新版）教你从0到1打造电影级AI短剧，剧本创作到电影级画面生…","summary":"B站用户发布了一套《0基础0成本！AI视频制作保姆级教程（2026最新版）》，涵盖从剧本创作到电影级画面生成的全流程教学。内容包括短剧剧本模板、角色一致性控制、场景切换工作流、AI配音及4K视频放大工具等资源，旨在帮助新手快速入门AI短剧制作。\n对AI影视及短剧创作者来说，这套教程提供了从0到1的系统化指导，尤其适合刚入行的编导和短剧团队快速掌握AI工具链，节省摸索时间。教程中的提示词、模板和免费工具分享能直接用于剧本开发和视觉制作，建议抽时间学习并尝试将工作流应用到小规模项目中，验证其实际效果。","recommendation":"—","href":"./2026-05-01.html#item-methods-1","url":"https://www.bilibili.com/video/BV1oYoGBqErZ","tags":["tutorial","short_drama","script","consistency","prompt"],"entities":[],"gist":"B站教程教零基础制作AI短剧全流程"},{"id":"2026-05-02-industry-01","date":"2026-05-02","section":"industry","sectionName":"行业与平台","source":"@Alibaba_Qwen","title":"📢 Official Announcement: Qwen Partners with Fireworks AI to…","summary":"Qwen与Fireworks AI达成战略合作，将Qwen闭源模型通过Fireworks平台提供优化、生产级部署。对AIGC技术整合者来说，这意味着Qwen模型在海外有了更稳定的API接入渠道，可降低自建推理成本，加速AI短剧脚本生成、角色对话等环节的工程落地。","recommendation":"做AI短剧工具链集成的技术负责人该看，纯编导可跳过。","href":"./2026-05-02.html#item-industry-1","url":"https://x.com/Alibaba_Qwen/status/2050232280082522505","tags":["industry","agent","short_drama"],"entities":["Qwen","Fireworks AI"],"gist":"Qwen与Fireworks合作提供海外API部署"},{"id":"2026-05-02-industry-02","date":"2026-05-02","section":"industry","sectionName":"行业与平台","source":"@GoogleDeepMind","title":"Think your vibe coding and creativity could be on the…","summary":"Google DeepMind 官方征集基于 Gemini App 或 AI Studio 构建的创意项目，将在 Google IO 主舞台展示，方向包括蛋白质模拟、物理引擎、数学艺术等。对 AI 创作者来说，这是一个获得顶级曝光的机会，但方向偏硬核/科学可视化，纯叙事类短剧可能不占优势，视觉师和整合者可以试试用 AI 做交互式艺术或模拟类作品投稿。","recommendation":"Google IO 征集 AI 创意作品，做 AI 短剧/视觉的可以拿作品冲一波曝光，但门槛不低。","href":"./2026-05-02.html#item-industry-2","url":"https://x.com/GoogleDeepMind/status/2050244179163295985","tags":["industry","ideation","case_study"],"entities":["Gemini App","AI Studio"],"gist":"Google IO征集AI创意项目，偏科学可视化"},{"id":"2026-05-02-industry-03","date":"2026-05-02","section":"industry","sectionName":"行业与平台","source":"@GoogleAI","title":"I/O is less than 3 weeks away 🤯 We want YOU to help us…","summary":"Google 官方发起 I/O 大会倒计时视频征集，要求用 AI Studio 或 Gemini Canvas 创作，截止 5 月 6 日。对 AI 视觉创作者来说，这是免费曝光机会，但规则模糊、无明确奖励，更适合想蹭官方活动的个人创作者，团队可忽略。","recommendation":"Google I/O 前搞创意倒计时征集，AI 创作者可借机展示作品，但非核心工具更新，可跳过。","href":"./2026-05-02.html#item-industry-3","url":"https://x.com/GoogleAI/status/2050244962755948895","tags":["industry","ideation"],"entities":["AI Studio","Gemini Canvas"],"gist":"Google IO倒计时视频征集，AI创作者可参与"},{"id":"2026-05-02-industry-04","date":"2026-05-02","section":"industry","sectionName":"行业与平台","source":"@GoogleDeepMind","title":"Things to keep in mind:","summary":"Google DeepMind 发起 AI 创作挑战，要求基于数字 1-10 创作，使用 Gemini Canvas 工具，5 月 6 日截止。对 AI 视觉和短剧创作者来说，这是低成本测试 Gemini 生成能力、获取官方曝光的机会，适合拿来做风格实验或短剧概念 demo。","recommendation":"Google 搞了个数字主题 AI 创作挑战，做视觉和短剧的可以顺手投个稿试试水。","href":"./2026-05-02.html#item-industry-4","url":"https://x.com/GoogleDeepMind/status/2050244182241874089","tags":["industry","ideation","prompt"],"entities":["Gemini Canvas"],"gist":"Google数字主题AI创作挑战，用Gemini Canvas"},{"id":"2026-05-02-tools-01","date":"2026-05-02","section":"tools","sectionName":"工具与能力","source":"@xai","title":"Voice Cloning is now live via the xAI API","summary":"xAI 通过 API 上线语音克隆功能，支持 2 分钟内创建自定义声音，并提供 80+ 预设声音库覆盖 28 种语言。对 AI 后期/声音创作者来说，这意味着可以快速为角色生成专属语音，无需复杂训练流程，直接集成到配音工作流中，尤其适合多角色短剧和游戏配音场景。","recommendation":"xAI 开放语音克隆 API，做 AI 短剧配音和后期声音设计的团队可以直接拿来用。","href":"./2026-05-02.html#item-tools-1","url":"https://x.com/xai/status/2050355373052223585","tags":["audio_voice","avatar","short_drama"],"entities":["xAI"],"gist":"xAI API上线语音克隆，支持多语言快速创建"},{"id":"2026-05-02-works-01","date":"2026-05-02","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"这期神了","summary":"B站用户Rqi0发布了一支AI短片《这期神了》，播放量已达21.7万，展现了AI技术在短片创作中的应用，内容风格独特，引发广泛关注。\n对AI影视和短剧创作者来说，这是一个值得学习的案例，尤其是在叙事结构和视觉呈现上，能为编导和视觉师提供灵感，探索AI工具如何辅助打造高人气短片。短剧团队可以参考其内容节奏和观众反馈，尝试类似风格的批量创作，而后期人员也可研究其剪辑手法和特效应用，优化自己的工作流。不妨抽时间观看并拆解其制作逻辑，或许能为下一部作品带来新思路。","recommendation":"—","href":"./2026-05-02.html#item-cases-1","url":"https://www.bilibili.com/video/BV1NpoDBfEXB","tags":["case_study","film","short_drama"],"entities":[],"gist":"B站AI短片《这期神了》播放量高，值得拆解"},{"id":"2026-05-03-methods-01","date":"2026-05-03","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"AI真的好用吗？影视飓风全新工作流分享！","summary":"影视飓风发布最新工作流分享视频，复盘团队200多期内容中AI工具的实际应用，涵盖从前期到后期的全流程整合。对AI影视创作者来说，这是国内顶级制作团队的真实落地案例，能直接看到哪些AI环节真正提效、哪些是噱头，值得逐帧学习并对照优化自己的流程。","recommendation":"影视飓风时隔一年半更新工作流，AI 编导和后期可以直接抄作业，别错过。","href":"./2026-05-03.html#item-methods-1","url":"https://www.bilibili.com/video/BV16woRBfEsH","tags":["tutorial","case_study","agent"],"entities":[],"gist":"影视飓风分享AI全流程工作流，真实落地案例"},{"id":"2026-05-04-industry-01","date":"2026-05-04","section":"industry","sectionName":"行业与平台","source":"公众号·黑客悟理","title":"龚宇说真人实拍会成非遗,10天后中国首部 AI 电影就拿了 龙标","summary":"公众号报道，中国首部AI电影《欧拉恒等式》已获龙标，博纳率先拿到，华谊仍在路上，另有9部AI短剧同步推进。对AI短剧从业者来说，龙标意味着AI影视正式进入合规发行通道，先发团队可抢占院线/平台资源，后续竞争将围绕内容质量和IP积累展开，而非纯技术炫技。","recommendation":"AI短剧团队必看：中国首部AI电影拿到龙标，这是行业从“玩票”到“合规”的关键信号。","href":"./2026-05-04.html#item-industry-1","url":"https://weixin.sogou.com/link?url=dn9a_-gY295K0Rci_xozVXfdMkSQTLW6cwJThYulHEtVjXrGTiVgS3TMj_Hfsw5N6Qcmh0Wqc3zv6Kfg-JAIt1qXa8Fplpd91cjeEtuHTXb4BPvGEOXaqh44TnSOs05XpYphScv7nIkGWMQZX2oxLMwtpjCQ4IsagXUq8y4yUmOM0WqyQEwQCCksntULpd_6HzV9BjAu25_XhCIV3FU-th6uvLnYl1erYo4zns-AOG4368Obw5HaEmWMPw-IHdxDKqHeBJJMASfRtmyIGw2VAg..&type=2&query=AI%E7%9F%AD%E5%89%A7%20%E9%BE%99%E6%A0%87&token=6706CBAF03CE161633326270C202F62334A7B59A69FD471A","tags":["industry","film","short_drama"],"entities":[],"gist":"中国首部AI电影获龙标，行业进入合规发行"},{"id":"2026-05-04-methods-01","date":"2026-05-04","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"看完影视飓风，我也分享一下我的Ai工作流.......丨claude丨Codex丨Remotion","summary":"B站UP主分享个人AI视频工作流，涉及Claude、Codex、Remotion等工具的组合使用。对AI编导和后期创作者来说，可参考其工具链串联思路，但需自行验证流程的稳定性和可复现性，适合作为工作流优化的灵感来源。","recommendation":"AI编导和后期可以看看别人怎么串Claude+Codex+Remotion做视频，但内容偏个人分享，非官方教程。","href":"./2026-05-04.html#item-methods-1","url":"https://www.bilibili.com/video/BV1SsoCB5EJV","tags":["tutorial","agent","editing"],"entities":["Claude","Codex","Remotion"],"gist":"UP主分享Claude+Codex+Remotion的AI视频工作流"},{"id":"2026-05-04-works-01","date":"2026-05-04","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"北影节AIGC最佳短片《牡丹记》完整版","summary":"《牡丹记》是由刘雨晴Esme与团队共同创作的AI短片，荣获北京国际电影节AIGC电影单元短片组最佳影片和最佳美术设计奖。此外，该片还斩获MIT黑客松最佳视觉奖及多个国际AI电影节奖项，展现了AI技术在影视创作中的潜力。\n对AI影视创作者和短剧团队来说，这部短片是AI技术应用于叙事和视觉设计的优秀案例，特别是在美术风格和视觉呈现上具有极高参考价值。导演和视觉师可以从中学习AI如何辅助构建独特画面语言，短剧从业者则可借鉴其叙事结构和制作流程，探索AI在批量内容创作中的可能性。建议团队抽时间分析其分镜与风格化处理，尝试在自身项目中复刻类似效果。","recommendation":"—","href":"./2026-05-04.html#item-cases-1","url":"https://www.bilibili.com/video/BV1NMokBTE7h","tags":["case_study","art_design","animation"],"entities":[],"gist":"AI短片《牡丹记》获奖，展示美术与叙事结合"},{"id":"2026-05-05-industry-01","date":"2026-05-05","section":"industry","sectionName":"行业与平台","source":"Google AI Blog","title":"The latest AI news we announced in April 2026","summary":"Google AI 在 2026 年 4 月发布最新 AI 视频进展，包含一段水下视频生成 demo 和移动端 AI 视频原型。对 AI 编导和视觉创作者来说，水下场景是传统 AI 视频的难点，这次 demo 意味着场景泛化能力大幅提升，值得立刻研究其画面风格和运动逻辑，判断能否复用到自己的短剧或广告项目中。","recommendation":"Google 官方放出了水下视频和手机端 AI 视频 demo，做 AI 短剧和视觉的可以直接看效果天花板在哪。","href":"./2026-05-05.html#item-industry-1","url":"https://blog.google/innovation-and-ai/technology/ai/google-ai-updates-april-2026/","tags":["video_gen","case_study"],"entities":["Google"],"gist":"Google展示水下视频生成demo，场景泛化提升"},{"id":"2026-05-05-tools-01","date":"2026-05-05","section":"tools","sectionName":"工具与能力","source":"Google AI Blog","title":"Reduce friction and latency for long-running jobs with…","summary":"Google 为 Gemini API 新增 Webhooks 支持，用于长时间运行的任务，可减少轮询等待并降低延迟。对 AIGC 技术整合者来说，这意味着可以将 Gemini 的批量视频分析、长文本生成等任务无缝嵌入自动化管线，无需再写复杂的轮询逻辑，直接提升工作流效率。","recommendation":"技术整合者必看，这是把 Gemini 接入自动化工作流的关键更新。","href":"./2026-05-05.html#item-tools-1","url":"https://blog.google/innovation-and-ai/technology/developers-tools/event-driven-webhooks/","tags":["agent","tutorial"],"entities":["Gemini"],"gist":"Gemini API新增Webhooks，优化长任务自动化"},{"id":"2026-05-05-tools-02","date":"2026-05-05","section":"tools","sectionName":"工具与能力","source":"@xai","title":"Two voices","summary":"xAI 在 Grok Voice API 中上线了语音克隆功能，支持自然情感表达，官方发布了一段人声与 AI 克隆的对比音频。对 AI 后期/配音创作者来说，这意味着可以直接用 API 生成带情绪的克隆语音，省去传统 TTS 调参和后期修音环节，值得立刻拿一段台词试效果。","recommendation":"Grok 语音克隆 API 上线，做 AI 配音/短剧的后期和编导可以立刻上手测自然情感表现。","href":"./2026-05-05.html#item-tools-2","url":"https://x.com/xai/status/2051438210065322244","tags":["audio_voice","tutorial"],"entities":["Grok"],"gist":"Grok语音克隆API上线，支持自然情感表达"},{"id":"2026-05-05-works-01","date":"2026-05-05","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"《武林群侠传》真人微电影 | 粉丝爆肝仨月倾力奉献 |AI制作","summary":"B站用户云酱耗时三个月，将《武林群侠传》真人微电影第一季的1-10集重新剪辑，制作成一部35分钟的完整微电影《第一季·初入洛阳篇》，去掉片头片尾以提升观影沉浸感。此作品为粉丝同人创作，获得原作者徐昌隆的点赞认可，展现了AI技术在短剧制作中的应用。\n对AI短剧团队和编导来说，这是一个值得借鉴的案例，展示了如何通过AI工具和剪辑手法将零散内容整合为长篇叙事，提升观众体验。创作者可参考其粉丝驱动的制作模式，尝试将IP内容拆解或重构为不同时长的版本，满足多样化需求，同时借助原作者互动提升作品影响力，值得在小规模项目中试验类似思路。","recommendation":"—","href":"./2026-05-05.html#item-cases-1","url":"https://www.bilibili.com/video/BV17796BrE5x","tags":["short_drama","case_study","editing","film"],"entities":[],"gist":"粉丝用AI重剪武林群侠传微电影成35分钟完整版"},{"id":"2026-05-05-works-02","date":"2026-05-05","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"内容由爱生成，AI的正确用途，公益广告《正确的教育》","summary":"B站用户发布了一则名为《正确的教育》的公益广告短片，内容通过AI技术生成，聚焦教育主题，展现了AI在叙事和情感表达上的应用。视频以独特的视角探讨了教育中的情感联结，制作上结合了AI生成画面与可能的后期调校，呈现出较强的感染力。\n对AI影视和短剧创作者来说，这是一个值得关注的案例，展示了AI如何在公益广告中传递深刻的社会议题，尤其是在叙事结构和情感渲染上的潜力。创作者可以借鉴其主题表达方式，尝试用AI工具快速构建类似的情感短片，同时注意画面风格与内容主题的一致性，适合用于社会议题类短剧或品牌宣传的创意开发，值得拿小项目进行试验。","recommendation":"—","href":"./2026-05-05.html#item-cases-2","url":"https://www.bilibili.com/video/BV1mX9zBZEsA","tags":["commercial","case_study","ideation"],"entities":[],"gist":"AI生成公益广告短片探讨教育主题"},{"id":"2026-05-05-works-03","date":"2026-05-05","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"AI生成MV：《游京》。AI会根据歌词生成什么样的画面？","summary":"B站用户发布了一支AI生成的MV《游京》，画面主要通过Seedance 1.5 Pro和可灵3.0视频模型制作，耗费约1500积分。视频基于歌曲歌词生成画面，歌曲原唱为海伦，翻唱者为等什么君，展现了AI工具在音乐可视化中的应用。\n对AI影视和AIGC创作者来说，这是一个值得关注的案例，展示了如何利用AI视频模型将歌词内容转化为动态画面，尤其适合MV制作和短视频内容开发。导演和视觉师可以借鉴其风格生成逻辑，尝试将文本意境与画面结合，而短剧团队可探索类似技术用于剧情氛围渲染，值得拿小项目进行试验，验证AI在音乐与视觉结合上的潜力。","recommendation":"—","href":"./2026-05-05.html#item-cases-3","url":"https://www.bilibili.com/video/BV1ii9zBzEnb","tags":["mv","video_gen","case_study"],"entities":["Seedance 1.5 Pro","可灵3.0"],"gist":"AI根据歌词生成MV画面案例"},{"id":"2026-05-05-works-04","date":"2026-05-05","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"asmong看中国AI Seedance 2.0生成的《GTA：圣安地列斯》真人电影预告 比现在大多数电影预告片都强","summary":"B站用户发布了一段由中国AI工具Seedance 2.0生成的《GTA：圣安地列斯》真人电影预告片，视频由外国主播Asmong进行反应和点评，播放量已达6.5万。这段预告片展现了AI在游戏IP改编为真人化视觉内容方面的潜力，获得了较高的评价。\n对AI影视和短剧创作者来说，这是一个值得关注的案例，展示了Seedance 2.0在生成高质量真人化预告片上的能力，尤其是在游戏IP改编和视觉风格化方面的应用。导演和视觉设计师可以尝试用类似工具快速制作概念预告，测试市场反馈；短剧团队则可探索游戏IP与AI结合的短篇内容制作，抓住流行文化热点，但需注意版权和风格一致性问题，建议小规模试验后再投入资源。","recommendation":"—","href":"./2026-05-05.html#item-cases-4","url":"https://www.bilibili.com/video/BV1iv9zBgEXj","tags":["video_gen","case_study","film"],"entities":["Seedance 2.0"],"gist":"Seedance 2.0生成GTA真人电影预告获好评"},{"id":"2026-05-05-works-05","date":"2026-05-05","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"中国小怪兽致敬编舞版｜《Runway》LadyGaGa","summary":"B站用户RabbitLan兔子发布了一段致敬Lady Gaga《Runway》MV的编舞视频，由其本人担任编舞、导演及剪辑，摄影和灯光由Jay Kuan支持。视频以舞蹈形式致敬原MV风格，并预告下月将在上海开展Lady Gaga主题舞蹈快闪活动，招募演员并进行排练。\n对AI影视和短剧创作者来说，这类致敬作品提供了舞蹈与视觉结合的参考，尤其是在编舞设计和MV风格化呈现上，能启发短视频或短剧中的节奏感和镜头语言设计。创作者可以尝试将类似致敬元素融入自己的AI生成内容，或通过社区活动形式提升作品互动性，值得关注这类用户生成内容的传播效果。","recommendation":"—","href":"./2026-05-05.html#item-cases-5","url":"https://www.bilibili.com/video/BV1ZR96BLEzj","tags":["mv","performance","case_study"],"entities":[],"gist":"致敬Lady Gaga的编舞视频展示舞蹈与视觉结合"},{"id":"2026-05-06-industry-01","date":"2026-05-06","section":"industry","sectionName":"行业与平台","source":"OpenAI Blog","title":"GPT-5.5 Instant System Card","summary":"OpenAI 发布 GPT-5.5 Instant 系统卡，披露模型在推理、指令遵循、多模态理解上的关键改进。对 AI 影视创作者来说，这意味着更稳定的剧本生成、更精准的分镜描述和更可控的角色对话——尤其适合需要长上下文一致性的短剧项目，建议立刻读系统卡里的安全与性能边界。","recommendation":"OpenAI 官方发布 GPT-5.5 系统卡，做 AI 短剧和工具链整合的必须看底层能力变化。","href":"./2026-05-06.html#item-industry-1","url":"https://openai.com/index/gpt-5-5-instant-system-card","tags":["script","agent","industry"],"entities":["GPT-5.5 Instant"],"gist":"OpenAI发布GPT-5.5系统卡提升剧本生成能力"},{"id":"2026-05-06-industry-02","date":"2026-05-06","section":"industry","sectionName":"行业与平台","source":"@OpenAI","title":"GPT-5","summary":"OpenAI 宣布 GPT-5.5 Instant 将在两天内成为所有 ChatGPT 用户的默认模型，API 端以 'gpt-5.5-chat-latest' 提供，同时为 Plus/Pro 用户推出个性化改进和记忆源功能。对 AI 影视创作者来说，更强的底层模型意味着更精准的剧本生成、角色对话一致性提升，以及通过记忆源实现跨项目风格延续——API 更新后值得立刻做一轮叙事测试。","recommendation":"GPT-5.5 默认上线，做 AI 短剧的编导和整合者这周就该测 API 和个性化记忆。","href":"./2026-05-06.html#item-industry-2","url":"https://x.com/OpenAI/status/2051709035347694047","tags":["script","consistency","agent","short_drama"],"entities":["GPT-5.5 Instant","ChatGPT"],"gist":"GPT-5.5提升剧本生成与角色一致性"},{"id":"2026-05-06-industry-03","date":"2026-05-06","section":"industry","sectionName":"行业与平台","source":"Hacker News (Top)","title":"Show HN: Explore color palettes inspired by 3000 master…","summary":"一个基于3000幅大师画作（莫奈、梵高等）的在线色板探索工具，可按画家或画作名搜索，自动提取主色调并生成配色方案。对AI视觉/美术创作者来说，这是现成的风格化调色参考库，做角色设计、场景氛围或KV时，直接拿大师配色方案做Lora训练或画面调色，比凭空调色快得多。","recommendation":"视觉师和美术指导的调色灵感库，3000幅大师画作一键提取色板，做风格参考直接可用。","href":"./2026-05-06.html#item-industry-3","url":"https://paletteinspiration.com/","tags":["color","art_design","tutorial"],"entities":[],"gist":"大师画作色板工具辅助调色与风格参考"},{"id":"2026-05-06-tools-01","date":"2026-05-06","section":"tools","sectionName":"工具与能力","source":"@GoogleAIStudio","title":"new in ai studio ⬇️","summary":"Google AI Studio 集成 Nanobanana，可在应用生成时自动创建自定义图片资产，并推出重新设计的可视化编辑工具，支持组件更新、标注和图片资产替换。对视觉师和技术整合者来说，这意味着从文本到 UI 视觉资产的自动化链路打通，原型阶段省掉手动切图，值得立刻在 AI Studio 里跑一个 demo 验证效率提升。","recommendation":"Google AI Studio 集成 Nanobanana 自动生成图片资产，做 AI 应用原型和视觉开发的这周就能上手试。","href":"./2026-05-06.html#item-tools-1","url":"https://x.com/GoogleAIStudio/status/2051679127824998762","tags":["image_gen","agent","tutorial"],"entities":["AI Studio","Nanobanana"],"gist":"AI Studio集成Nanobanana自动生成图片资产"},{"id":"2026-05-06-tools-02","date":"2026-05-06","section":"tools","sectionName":"工具与能力","source":"@OpenAI","title":"We’re also improving memory and personalization","summary":"OpenAI宣布ChatGPT记忆与个性化能力升级，能利用保存的记忆、历史对话、文件及关联Gmail账号提供更精准的回复，并显示记忆来源。对AIGC技术整合者来说，这意味着ChatGPT作为创作助手的上下文理解更强，可减少重复输入项目背景，提升脚本迭代、角色设定等环节的效率。","recommendation":"做AI短剧的可以跳过，但整合工作流的团队值得看一眼——记忆功能让ChatGPT更懂你的项目上下文。","href":"./2026-05-06.html#item-tools-2","url":"https://x.com/OpenAI/status/2051709033414025647","tags":["agent","script","consistency"],"entities":["ChatGPT"],"gist":"ChatGPT记忆升级增强创作上下文理解"},{"id":"2026-05-06-tools-03","date":"2026-05-06","section":"tools","sectionName":"工具与能力","source":"@madebygoogle","title":"Fine tune your Familiar Face Alerts with a simple thumbs-up…","summary":"Google 相册推出 Familiar Face Alerts 微调功能，用户可通过点赞或点踩优化人脸识别提醒的准确性。对 AI 视觉创作者来说，这暗示了角色一致性管理工具可能向更轻量的交互反馈演进——未来或许能直接用在 AI 短片角色库的筛选上，值得关注其技术路径。","recommendation":"Google 相册的熟悉面孔提醒可以点赞/踩微调了，做角色一致性管理的视觉师可顺手一用。","href":"./2026-05-06.html#item-tools-3","url":"https://x.com/madebygoogle/status/2051692672956469685","tags":["consistency","image_gen"],"entities":["Google 相册"],"gist":"Google相册人脸提醒微调启发角色一致性"},{"id":"2026-05-06-tools-04","date":"2026-05-06","section":"tools","sectionName":"工具与能力","source":"Hacker News (Top)","title":"Google Chrome silently installs a 4 GB AI model on your…","summary":"Google Chrome 在未明确告知用户的情况下，自动下载并安装了一个约 4GB 的本地 AI 模型。该事件在 Hacker News 上引发热议，获得 1690 分。对 AIGC 技术整合者来说，这意味着浏览器正成为本地 AI 推理的新平台，可能改变未来 AI 短剧的渲染与分发方式——但隐私和用户控制权问题也需提前评估。","recommendation":"技术整合者该看：Chrome 偷偷塞了 4GB AI 模型，你的本地推理和隐私策略可能被改写。","href":"./2026-05-06.html#item-tools-4","url":"https://www.thatprivacyguy.com/blog/chrome-silent-nano-install/","tags":["industry","agent","cost_open"],"entities":["Chrome"],"gist":"Chrome自动安装AI模型引发隐私争议"},{"id":"2026-05-06-tools-05","date":"2026-05-06","section":"tools","sectionName":"工具与能力","source":"@madebygoogle","title":"Get notifications that zoom in on the good part¹,² 👀 (3/7)…","summary":"Google 官方宣布通知功能升级，可自动定位并放大消息中的关键内容。对 AI 影视创作者来说，这属于通用系统功能更新，与视频生成、剪辑、工作流等核心创作环节无直接关联，可忽略。","recommendation":"Google 通知新功能，跟 AI 影视创作关系不大，可跳过。","href":"./2026-05-06.html#item-tools-5","url":"https://x.com/madebygoogle/status/2051692641746649121","tags":["industry"],"entities":[],"gist":"Google通知功能升级，与AI影视创作无关"},{"id":"2026-05-06-methods-01","date":"2026-05-06","section":"methods","sectionName":"方法与经验","source":"OpenAI Blog","title":"Where the goblins came from","summary":"OpenAI 官方博客发文，详细追溯 GPT-5 中「哥布林」式怪异输出的成因、传播路径及修复方案。对 AI 编导和短剧创作者来说，这篇揭示了模型「人格化偏差」的底层机制——理解它有助于在 prompt 设计时规避角色失控，但偏技术向，非直接工作流工具更新。","recommendation":"OpenAI 官方拆解 GPT-5 的「哥布林」输出问题，做 AI 叙事和角色一致性的编导该看，但偏技术底层，非必读。","href":"./2026-05-06.html#item-methods-1","url":"https://openai.com/index/where-the-goblins-came-from","tags":["prompt","consistency","industry"],"entities":["GPT-5"],"gist":"OpenAI解析GPT-5哥布林输出成因及修复"},{"id":"2026-05-06-works-01","date":"2026-05-06","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"北影节AI单元短片组最佳影片《牡丹记》全片","summary":"刘雨晴Esme的AI短片《牡丹记》获北影节AI单元短片组最佳影片，全片已在小红书发布。对AI编导和视觉创作者来说，这是目前国内AI短片最高水准的标杆之一，值得逐帧分析其叙事节奏、角色一致性及美术风格，可直接作为团队审美和制作标准的参考。","recommendation":"北影节AI短片最佳作品，做AI短剧和视觉的必须看一遍，学叙事和风格。","href":"./2026-05-06.html#item-cases-1","url":"https://www.xiaohongshu.com/explore/69ef02720000000037036939","tags":["case_study","film","consistency","art_design"],"entities":[],"gist":"北影节AI短片《牡丹记》全片展示与解析"},{"id":"2026-05-06-works-02","date":"2026-05-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"AI短片｜《丧尸镇》第一章：欢迎来到丧尸镇 Welcome to zombie town「改编自植物大战僵尸」","summary":"B站用户发布了一部AI短片《丧尸镇》第一章，标题为“欢迎来到丧尸镇”，改编自经典游戏《植物大战僵尸》。该短片以AI技术生成视觉内容，展现了丧尸题材的叙事和角色设计，属于创作者的独立作品。\n对AI影视和短剧创作者来说，这部短片提供了改编经典IP的参考案例，尤其是在丧尸题材的叙事结构和视觉风格上，能启发导演和视觉师如何利用AI工具快速构建世界观和角色形象。短剧团队可以借鉴其IP改编思路，尝试将其他游戏或流行文化元素融入短篇故事，同时注意保持风格一致性。建议抽时间观看，提取分镜和设计元素，作为低成本试验的灵感来源。","recommendation":"—","href":"./2026-05-06.html#item-cases-2","url":"https://www.bilibili.com/video/BV1V69xB8EJD","tags":["case_study","short_drama","storyboard","art_design"],"entities":[],"gist":"AI短片《丧尸镇》改编植物大战僵尸的案例"},{"id":"2026-05-06-works-03","date":"2026-05-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"RUNWAY-Lady Gaga,Doechii","summary":"环球音乐中国在B站发布了一条使用Runway工具制作的AI短片，涉及Lady Gaga和Doechii的音乐内容，播放量已达6283次。该视频展示了Runway在音乐与视觉结合上的应用效果，呈现了独特的风格化画面和创意表达。\n对AI影视和短剧创作者来说，这是一个值得关注的案例，Runway工具在音乐短片中的应用能为内容创作提供新思路，尤其是在视觉风格和快速生成上。你可以尝试用Runway为自己的音乐或短剧项目制作类似风格的视觉内容，探索如何通过AI工具提升作品的艺术感和吸引力，同时注意音乐版权和品牌一致性问题，建议小规模测试后再投入大规模制作。","recommendation":"—","href":"./2026-05-06.html#item-cases-3","url":"https://www.bilibili.com/video/BV1Mu9tBbEX7","tags":["case_study","mv","video_gen"],"entities":["Runway"],"gist":"Runway制作Lady Gaga和Doechii音乐短片"},{"id":"2026-05-06-works-04","date":"2026-05-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"[AI短片]-无限恐怖-生化危机1合集篇","summary":"B站UP主发布《无限恐怖-生化危机1》AI短片合集版，修正了细节BUG并重制了片头与字幕，同时预告下周开始制作异形篇，并邀请观众投票选择楚轩形象。对AI短剧创作者来说，这是IP改编与AI叙事结合的完整案例，从角色投票到分集制作的工作流值得借鉴，尤其适合想做长篇AI短剧的团队参考其项目管理与社区互动方式。","recommendation":"AI 短剧团队必看，这是《无限恐怖》IP 的 AI 化实战案例，从分镜到角色一致性都有参考价值。","href":"./2026-05-06.html#item-cases-4","url":"https://www.bilibili.com/video/BV15i9xBAEp6","tags":["case_study","short_drama","consistency","editing"],"entities":[],"gist":"AI短片《无限恐怖》生化危机合集版发布"},{"id":"2026-05-06-works-05","date":"2026-05-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"耗时月余，精心打磨！原创AI悬疑短片《404》-完整版","summary":"B站创作者耗时一个月独立完成AI悬疑短片《404》完整版，个人全流程制作。对AI短剧创作者来说，这是单人作战的极限参考案例——从叙事节奏、镜头语言到后期打磨，能直观看到当前AI视频工具在悬疑类型上的表现边界和可复用的工作流细节。","recommendation":"一个人月余磨出的AI悬疑短片，做AI短剧的同行必看，学叙事节奏和视觉风格。","href":"./2026-05-06.html#item-cases-5","url":"https://www.bilibili.com/video/BV1aY9YBEErH","tags":["film","case_study","short_drama","editing"],"entities":[],"gist":"个人月余完成AI悬疑短片全流程制作"},{"id":"2026-05-06-works-06","date":"2026-05-06","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"中国·最佳AI短片｜极简水墨《一念》","summary":"海螺AI发布AI短片《一念》，采用极简水墨风格，点赞超1000。对AI视觉创作者来说，这是少见的东方美学AI叙事案例，可研究其风格一致性、镜头语言与水墨渲染的AI实现路径，直接参考用于古风/国风项目视觉开发。","recommendation":"水墨AI短片《一念》——视觉师和编导必看，看AI如何还原东方美学叙事。","href":"./2026-05-06.html#item-cases-6","url":"https://www.xiaohongshu.com/explore/69e6f62e000000002200291b","tags":["film","art_design","case_study","consistency"],"entities":["海螺AI"],"gist":"海螺AI水墨短片展现东方美学叙事"},{"id":"2026-05-07-industry-01","date":"2026-05-07","section":"industry","sectionName":"行业与平台","source":"@Skywork_ai","title":"GPT-5","summary":"Skywork 平台上线 OpenAI 最新 GPT-5.5 文本模型和 GPT Image 2 图像模型，统一工作空间、单一会员即可使用。对 AI 影视创作者来说，这意味着能在一个平台内同时调用顶级文本生成和图像生成能力，省去多工具切换成本，尤其适合需要快速迭代剧本、分镜、概念图的编导和视觉师，值得立即上手实测。","recommendation":"OpenAI 最新文本+图像模型上线 Skywork，做 AI 影视的创作者可以立刻上手测效果。","href":"./2026-05-07.html#item-industry-1","url":"https://x.com/Skywork_ai/status/2051996372866601370","tags":["image_gen","script","ideation"],"entities":["GPT-5.5","GPT Image 2","Skywork"],"gist":"Skywork上线GPT-5.5与图像模型"},{"id":"2026-05-07-industry-02","date":"2026-05-07","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"The right message to the right person at the right time","summary":"LumaLabs 发布 Luma Agents，基于品牌素材自动生成面向不同受众的定向广告变体。**对短剧和品牌投放团队来说**，同一支素材可批量产出 N 版本投放不同渠道，省掉传统重剪——值得拿一周做小批量 AB 测，验证 ROI 提升效果。","recommendation":"LumaLabs 把品牌广告改剪做成 Agents，做品牌投放的短剧团队这周就能拿样片测一波。","href":"./2026-05-07.html#item-industry-2","url":"https://x.com/LumaLabsAI/status/2052149305981768094","tags":["commercial","agent","editing"],"entities":["Luma Agents","LumaLabs"],"gist":"Luma Agents自动生成定向广告变体"},{"id":"2026-05-07-industry-03","date":"2026-05-07","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"A brand refresh isn't about starting over","summary":"LumaLabs 发布 Luma Agents，可基于品牌方向自动生成整套视觉识别元素（Logo、配色、版式等），无需从零开始。对 AI 视觉和短剧创作者来说，这意味着品牌刷新或系列化视觉开发可一键批量产出，省掉大量重复设计——适合拿来做短剧 IP 的视觉体系搭建或广告素材的快速迭代。","recommendation":"Luma 把品牌视觉刷新做成 Agents 工作流，做 AI 短剧和视觉的团队这周就能拿它批量出物料。","href":"./2026-05-07.html#item-industry-3","url":"https://x.com/LumaLabsAI/status/2052124602441367770","tags":["art_design","agent","commercial"],"entities":["Luma Agents","LumaLabs"],"gist":"Luma Agents批量生成品牌视觉识别"},{"id":"2026-05-07-industry-04","date":"2026-05-07","section":"industry","sectionName":"行业与平台","source":"@Skywork_ai","title":"Pick the model that fits the job:","summary":"OpenAI 发布 GPT-5.5 和 GPT Image 2，前者专注智能体任务（规划、工具调用、持续执行），后者专注视觉生成与迭代，两者在同一工作空间和会员体系下运行。对 AI 视觉创作者来说，GPT Image 2 将生成、修改、输出整合到同一流程，省去跨工具切换；对编导和短剧团队来说，GPT-5.5 的智能体能力可用于自动化分镜、素材调度等重复性工作，值得本周内实测。","recommendation":"GPT-5.5 和 GPT Image 2 同工作流发布，做 AI 视觉和智能体的创作者可以立刻试新工具链。","href":"./2026-05-07.html#item-industry-4","url":"https://x.com/Skywork_ai/status/2051996375899132095","tags":["image_gen","agent","video_gen"],"entities":["GPT-5.5","GPT Image 2","OpenAI"],"gist":"GPT-5.5与GPT Image 2同工作流发布"},{"id":"2026-05-07-industry-05","date":"2026-05-07","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"RT @FellMentKE: Uni-1 is now an API","summary":"Uni-1 模型现已开放 API 调用，开发者 FellMentKE 基于它搭建了一个 YouTube 缩略图生成器，输入视频创意即可自动产出封面。对 AI 视觉创作者和短剧团队来说，这意味着视频封面/海报的批量生成有了新工具，可大幅降低前期视觉物料的设计成本，值得立刻接入测试效果。","recommendation":"Uni-1 模型开放 API，视觉师和短剧团队可立刻用它做视频封面批量生成，省掉人工设计。","href":"./2026-05-07.html#item-industry-5","url":"https://x.com/LumaLabsAI/status/2052088799803637870","tags":["image_gen","video_gen","short_drama","cost_open"],"entities":["Uni-1"],"gist":"Uni-1开放API用于视频封面批量生成"},{"id":"2026-05-07-tools-01","date":"2026-05-07","section":"tools","sectionName":"工具与能力","source":"Hacker News (Top)","title":"Agents can now create Cloudflare accounts, buy domains, and…","summary":"Cloudflare 开放 Agent API，允许 AI 代理自动完成注册账户、购买域名、部署服务等全流程操作。对 AIGC 技术整合者来说，这意味着 AI 短剧的发布链路（域名注册→CDN 部署→上线）可完全自动化，省掉手动运维环节，值得立刻接入测试。","recommendation":"技术整合者必看，AI 编导可跳过——这是基础设施层的自动化，不是创作工具。","href":"./2026-05-07.html#item-tools-1","url":"https://blog.cloudflare.com/agents-stripe-projects/","tags":["agent","industry"],"entities":["Cloudflare"],"gist":"Cloudflare Agent API自动化部署流程"},{"id":"2026-05-07-methods-01","date":"2026-05-07","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"🚀实测B站官方AI视频神器updream！无限画布+Seedance2.0+Kling3.0+Wan2.7…","summary":"B站发布AI视频创作平台updream，支持无限画布、工作流节点搭建，集成Seedance2.0、Kling3.0、Wan2.7等模型，可一键生成多片段连贯长视频。对AI编导和短剧从业者来说，updream降低了长视频工业化生产门槛，无需复杂配置即可搭建工作流，值得本周内实测并接入批量生产管线。","recommendation":"B站官方AI视频工具实测，短剧团队和编导可立刻上手试工作流，省掉ComfyUI的复杂配置。","href":"./2026-05-07.html#item-methods-1","url":"https://www.bilibili.com/video/BV1xt9eB6EoC","tags":["video_gen","tutorial","short_drama"],"entities":["updream","Seedance2.0","Kling3.0","Wan2.7"],"gist":"B站updream平台集成多模型生成长视频"},{"id":"2026-05-07-methods-02","date":"2026-05-07","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"目前最详细的AI影视剧创作专业流程讲解，运用传统影视工业流程思维帮助你制作出更好的AI影视作品","summary":"RunningHub发布了一套AI影视剧创作专业流程讲解，核心是将传统影视工业流程（如演员资产创建、画布工作流）应用于AI制作。对AI编导和短剧团队来说，这套流程提供了从角色资产到分镜管理的标准化模板，能显著提升批量制作的一致性和效率，建议直接下载画布工作流试跑一个短剧项目。","recommendation":"AI编导和短剧团队必看，这是一套把传统影视工业流程搬到AI创作中的完整方法论，可直接复用。","href":"./2026-05-07.html#item-methods-2","url":"https://www.bilibili.com/video/BV1YURLBTEwi","tags":["tutorial","consistency","short_drama"],"entities":["RunningHub"],"gist":"AI影视剧创作专业流程讲解"},{"id":"2026-05-07-methods-03","date":"2026-05-07","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"【Seedance2.0】放弃视频提示词！制作AI视频新思路，全网独家故事板法","summary":"B站UP主分享Seedance2.0的「故事板法」工作流，放弃传统视频提示词，用分镜板+故事板工具直接控制AI视频生成。对AI编导和短剧创作者来说，这套方法把叙事控制权从提示词转移到视觉分镜上，更接近传统导演工作流，适合批量产出风格一致的短剧片段。","recommendation":"做AI短剧的编导和视觉师，这个「故事板法」能直接省掉你写提示词的时间，值得试。","href":"./2026-05-07.html#item-methods-3","url":"https://www.bilibili.com/video/BV1DwRuB5EQw","tags":["video_gen","storyboard","tutorial","short_drama"],"entities":["Seedance2.0"],"gist":"Seedance2.0故事板法控制视频生成"},{"id":"2026-05-07-methods-04","date":"2026-05-07","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"▶LTX2.3最新全功能精简流(上篇)◆新版模型◆低显存◆GGUF◆文生视频/图生视频/首尾帧","summary":"B站UP主发布LTX2.3模型的全功能精简工作流，支持文生视频、图生视频、首尾帧，提供GGUF低显存版本和网盘打包下载。对AI视频创作者来说，这是直接可用的低门槛方案，尤其适合显存不足的短剧团队快速跑通视频生成流程，省去环境配置的试错成本。","recommendation":"低显存用户做AI视频的实操教程，LTX2.3工作流打包下载，省去自己折腾环境的时间。","href":"./2026-05-07.html#item-methods-4","url":"https://www.bilibili.com/video/BV1KcR5BHEPg","tags":["video_gen","tutorial","cost_open"],"entities":["LTX2.3"],"gist":"LTX2.3低显存工作流教程"},{"id":"2026-05-07-methods-05","date":"2026-05-07","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"【全60集】吊打付费！目前B站最细最全的即梦AI5.0保姆级教程！新手必看…","summary":"B站UP主发布即梦AI 5.0的60集保姆级教程，涵盖提示词逻辑、AI绘画、图生视频及视听语言。对AI视觉创作者和短剧新手来说，这是一套系统化的入门指南，能快速上手工具基础操作，但缺乏高阶工作流和实战案例，资深创作者参考价值有限。","recommendation":"即梦AI 5.0的保姆级教程，视觉师和短剧团队可当入门参考，但内容偏基础，老手可跳过。","href":"./2026-05-07.html#item-methods-5","url":"https://www.bilibili.com/video/BV1PM9YBvEnz","tags":["tutorial","video_gen","image_gen","prompt","short_drama"],"entities":["即梦AI 5.0"],"gist":"即梦AI 5.0保姆级教程覆盖视频图像生成"},{"id":"2026-05-07-works-01","date":"2026-05-07","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"大二学生自制10分钟 AIGC微短片《春雪的信》","summary":"大二学生耗时30天、花费即梦13000积分，用Seedance 2.0制作10分钟日剧风格微短片《春雪的信》。**对AI短剧创作者来说**，这是低成本长叙事的一次完整验证——学生团队用有限预算和单一工具链完成了10分钟叙事，说明当前AI视频工具已能支撑短剧级内容生产，值得参考其剧本打磨与画面一致性控制的方法。","recommendation":"大二学生用即梦Seedance 2.0 30天做出10分钟短片，做AI短剧的可以看看学生团队的极限在哪。","href":"./2026-05-07.html#item-cases-1","url":"https://www.bilibili.com/video/BV1Dy9xBdEct","tags":["case_study","film","video_gen","consistency","script"],"entities":["即梦","Seedance 2.0"],"gist":"学生用Seedance 2.0制作10分钟微短片"},{"id":"2026-05-07-works-02","date":"2026-05-07","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"伊藤润二《鱼》03 ai影视级别二创作品","summary":"B站发布伊藤润二《鱼》03 AI影视级二创作品，由Melatonin担任制作总监、剪辑、声音、美术，王天佑等4人负责AI制作。**对AI编导和视觉创作者来说**，这是恐怖风格AI叙事的高质量样本，展示了团队分工（AI制作+后期）如何还原漫画的压抑氛围与镜头语言，值得拆解其角色一致性和美术风格控制方法。","recommendation":"伊藤润二经典恐怖漫画的AI影视级二创，做AI短剧和视觉的必看，学风格化叙事和团队协作流程。","href":"./2026-05-07.html#item-cases-2","url":"https://www.bilibili.com/video/BV1WtR4BnELD","tags":["case_study","animation","consistency","art_design","film"],"entities":[],"gist":"伊藤润二漫画AI影视级二创案例"},{"id":"2026-05-07-works-03","date":"2026-05-07","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"【AI+实拍】 Baseus AM52 充电宝创意广告TVC","summary":"新片场发布 Baseus AM52 充电宝 AI+实拍创意广告 TVC，时长 1 分 19 秒，播放量 5.5 万。**对 AI 编导和视觉创作者来说**，这是 AI 辅助实拍商业广告的落地样本，可研究其 AI 生成元素与实拍镜头的衔接方式、风格统一性，以及如何用 AI 降低产品广告的视觉制作成本。","recommendation":"AI+实拍广告案例，做品牌短剧或商业TVC的团队可参考其融合手法与视觉风格。","href":"./2026-05-07.html#item-cases-3","url":"https://www.xinpianchang.com/a13599600","tags":["case_study","commercial","post_fx","video_gen"],"entities":[],"gist":"AI+实拍充电宝广告TVC案例"},{"id":"2026-05-07-works-04","date":"2026-05-07","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"《非自然觉醒》Unnatural Awakening关于“非自然进化”的视觉沉思","summary":"新片场 AIGC 分类上架 AI 短片《非自然觉醒》，时长 1 分 51 秒，播放 3.1 万，探讨「非自然进化」的视觉主题。对 AI 视觉创作者来说，这部作品在风格化视觉和叙事节奏上提供了可参考的案例，尤其适合研究如何用 AI 工具表达抽象概念和营造沉浸感，值得拉片学习镜头语言与情绪递进。","recommendation":"AI 视觉师和短剧导演必看，学学别人怎么用 AI 做「非自然」视觉风格和叙事节奏。","href":"./2026-05-07.html#item-cases-4","url":"https://www.xinpianchang.com/a13624138","tags":["case_study","film","art_design","editing"],"entities":[],"gist":"AI短片非自然觉醒视觉风格与叙事"},{"id":"2026-05-09-industry-01","date":"2026-05-09","section":"industry","sectionName":"行业与平台","source":"@recraftai","title":"Recraft V4 can generate logo styles for pretty much any vibe","summary":"Recraft 发布 V4 模型，支持直接生成多种风格的矢量 Logo（极简、复古、吉祥物、奢侈、科技等），输出即矢量格式，无需后期转描。官方已放出项目链接，包含所有图片和 prompt 示例。","recommendation":"Recraft V4 能直接生成矢量 Logo，极简/复古/科技/奢侈风都能出，做视觉和 IP 的可以直接当素材库用，省掉转矢量这一步。","href":"./2026-05-09.html#item-industry-1","url":"https://x.com/recraftai/status/2052750916575510686","tags":["image_gen","art_design","tutorial"],"entities":["Recraft V4"],"gist":"Recraft V4生成多风格矢量Logo"},{"id":"2026-05-09-industry-02","date":"2026-05-09","section":"industry","sectionName":"行业与平台","source":"@fal","title":"genmedia CLI is here 🚀","summary":"fal 发布 genmedia CLI 工具，支持在终端中直接调用 1000+ 模型生成图像、视频、音频和 3D 内容，可连接 Claude 等 AI 代理项目，并安装可复用的技能和工作流。","recommendation":"终端里直接调 1000+ 模型生成图/视频/音频/3D，做工具链整合的可以直接装起来跑工作流。","href":"./2026-05-09.html#item-industry-2","url":"https://x.com/fal/status/2052895001349149019","tags":["agent","video_gen","image_gen","audio_voice","three_d"],"entities":["genmedia","fal","Claude"],"gist":"fal发布genmedia CLI，终端调用千余模型生成多模态内容"},{"id":"2026-05-09-industry-03","date":"2026-05-09","section":"industry","sectionName":"行业与平台","source":"@HeyGen","title":"Building with HyperFrames","summary":"HeyGen 宣布将 HyperFrames 项目开源，相关代码已上传至 GitHub 仓库。HyperFrames 是 HeyGen 此前推出的用于生成角色一致性的 AI 视觉框架，支持多帧角色保持、风格迁移等能力。开源后开发者可自行部署、修改和集成到自有工作流中，适用于 AI 短片、短剧的角色视觉开发与批量生成场景。","recommendation":"HeyGen 把 HyperFrames 开源了，做角色一致性和视觉开发的可以直接拉代码跑 demo，省掉自己搭底层的时间。","href":"./2026-05-09.html#item-industry-3","url":"https://x.com/HeyGen/status/2052790774652358984","tags":["consistency","video_gen","short_drama"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen开源角色一致性框架HyperFrames，支持多帧保持与风格迁移"},{"id":"2026-05-09-industry-04","date":"2026-05-09","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"RT @agermanidis: Runway added more than $40M in net new ARR…","summary":"Runway 官方 X 账号透露，本季度至今新增净年度经常性收入（ARR）超过 4000 万美元，且季度尚未过半。这是 Runway 首次公开披露如此具体的季度营收增长数据，表明其视频生成平台在 B 端和创作者市场的商业化正在加速。","recommendation":"Runway 本季度新增 ARR 超 4000 万美元，且才过了一半。做 AI 制片和短剧的可以看看这个增速，判断平台生态的成熟度和商业化潜力。","href":"./2026-05-09.html#item-industry-4","url":"https://x.com/runwayml/status/2052749966913732952","tags":["industry","video_gen"],"entities":["Runway"],"gist":"Runway本季度新增ARR超4000万美元，商业化加速"},{"id":"2026-05-09-industry-05","date":"2026-05-09","section":"industry","sectionName":"行业与平台","source":"@FLORAai","title":"With Nano Banana Pro, you can edit like you mean it","summary":"FLORAai 发布 Nano Banana Pro 视频编辑工具，核心功能是局部精准修改——改画面中某元素（如物体、颜色、纹理）时不影响其他区域，支持 Nano Banana 2 和 Pro 两个版本，即日起至 7 月 1 日免费使用。","recommendation":"FLORAai 的 Nano Banana Pro 主打精准局部编辑，改一处不动全局，做后期和视觉的可以装起来用，免费到 7 月 1 日。","href":"./2026-05-09.html#item-industry-5","url":"https://x.com/floraai/status/2052841182791680386","tags":["post_fx","image_gen","video_gen"],"entities":["Nano Banana Pro","FLORAai","Nano Banana 2"],"gist":"FLORAai发布Nano Banana Pro，支持精准局部视频编辑"},{"id":"2026-05-09-tools-01","date":"2026-05-09","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"GPT-5","summary":"OpenAI 最新前沿模型 GPT-5.5 现已集成至 ComfyUI，支持推理、结构化输出与单次可靠结果，适用于 prompt 合成、逻辑密集型转换及一次性生成干净结构化输出，可直接在 ComfyUI 节点中调用。","recommendation":"GPT-5.5 直接塞进 ComfyUI 节点，做 AI 视觉和自动化工作流的可以接 API 跑一遍，看单次推理的稳定性和结构化输出能不能省掉后处理步骤。","href":"./2026-05-09.html#item-tools-1","url":"https://x.com/ComfyUI/status/2052814355167875428","tags":["prompt","agent","image_gen"],"entities":["GPT-5.5","ComfyUI","OpenAI"],"gist":"GPT-5.5集成ComfyUI，支持推理与结构化输出"},{"id":"2026-05-09-tools-02","date":"2026-05-09","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"Love to see it","summary":"ComfyUI 官方宣布原生支持 FBX 格式导入，3D 动画数据可直接接入 AI 视频生成管线。这意味着用户可以将外部 3D 软件（如 Blender、Maya）制作的动画骨骼、摄像机运动、角色动作等 FBX 数据，直接作为 AI 视频生成的输入控制信号，无需手动逐帧对齐或额外转换流程。","recommendation":"ComfyUI 原生支持 FBX 导入，3D 动画数据直接进 AI 视频管线。做角色动画和镜头控制的编导、视觉师可以装起来跑一遍，省掉手动逐帧对齐的功夫。","href":"./2026-05-09.html#item-tools-2","url":"https://x.com/ComfyUI/status/2052857092881695170","tags":["three_d","animation","control","video_gen"],"entities":["ComfyUI","FBX","Blender","Maya"],"gist":"ComfyUI原生支持FBX导入，3D动画数据接入AI视频管线"},{"id":"2026-05-09-tools-03","date":"2026-05-09","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"RT @livekit: Add a face to your voice agent","summary":"HeyGen 的 LiveAvatar 实时数字人功能正式集成到 LiveKit Agents 平台，开发者可在语音 Agent 基础上直接添加实时面部动画和口型同步的虚拟形象，支持自定义角色外观，适用于虚拟主播、AI 客服、交互式短剧角色等场景。","recommendation":"HeyGen 的实时数字人 Avatar 现在能直接嵌入 LiveKit 语音 Agent 里，做虚拟角色直播或交互短剧的可以接上跑一遍，看延迟和表情同步到什么程度。","href":"./2026-05-09.html#item-tools-3","url":"https://x.com/HeyGen/status/2052800436911096129","tags":["avatar","lipsync","agent"],"entities":["HeyGen","LiveAvatar","LiveKit"],"gist":"HeyGen实时数字人集成LiveKit语音Agent"},{"id":"2026-05-09-tools-04","date":"2026-05-09","section":"tools","sectionName":"工具与能力","source":"@topazlabs","title":"RT @jamesyeung18: NEW: Topaz Image Web","summary":"Topaz Labs 推出 Topaz Image Web 网页版，将原本需要本地 GPU 运行的图像超分辨率、降噪、锐化等增强功能迁移至云端浏览器端，用户无需高性能显卡即可在线处理图片。该更新降低了后期和视觉制作中图像修复的门槛，尤其适合没有本地算力或需要快速出图的场景。","recommendation":"Topaz 把图像增强工具搬到了网页端，不用本地显卡也能跑超分和降噪，后期和视觉师可以直接收藏链接当在线工具箱用。","href":"./2026-05-09.html#item-tools-4","url":"https://x.com/topazlabs/status/2052714644746190883","tags":["post_fx","cost_open"],"entities":["Topaz Image Web"],"gist":"Topaz图像增强工具推出网页版"},{"id":"2026-05-09-tools-05","date":"2026-05-09","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Another @HyperFrames_ catalog update","summary":"HyperFrames 更新特效目录，新增纹理和着色器效果，支持通过 npx hyperframes add <name> 一条命令直接添加到视频中。此前已推出 html-in-canvas 效果。该工具面向 AI 视频后期和视觉创作者，提供可复用的特效组件，降低手动编写 shader 的门槛。","recommendation":"HyperFrames 更新了纹理和着色器特效库，一条命令就能加到视频里。做 AI 后期和视觉的可以装起来当素材包用，省掉自己写 shader 的时间。","href":"./2026-05-09.html#item-tools-5","url":"https://x.com/HeyGen/status/2052789902438490491","tags":["post_fx","tutorial"],"entities":["HyperFrames"],"gist":"HyperFrames更新纹理着色器特效库"},{"id":"2026-05-09-methods-01","date":"2026-05-09","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Seedance 2","summary":"ComfyUI 官方发布 Seedance 2.0 工作流，支持基于单段源视频，通过 prompt 和参考图替换环境、服装和整体视觉风格，同时保留原始动作与运动轨迹。工作流已开放下载链接，适用于 AI 短片后期重绘、角色换装、场景迁移等场景，无需重新生成或补拍。","recommendation":"Seedance 2.0 的 ComfyUI 工作流，能保留原视频动作的同时换环境、换装、改整体视觉风格。做 AI 短剧和视觉开发的可以直接套用，省掉重拍和后期重绘的功夫。","href":"./2026-05-09.html#item-methods-1","url":"https://x.com/ComfyUI/status/2052768789612445720","tags":["video_gen","control","consistency"],"entities":["ComfyUI","Seedance 2.0"],"gist":"Seedance 2.0工作流支持视频重绘换装"},{"id":"2026-05-09-methods-02","date":"2026-05-09","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"GPT Image 2 + Seedance 2","summary":"创作者 @MayorKingAI 分享了一条 AI 电影制作工作流：先用 GPT Image 2 生成电影级分镜方案（包含镜头、构图、色彩计划），再将方案输入 Seedance 2.0 直接输出最终成片序列。该流程将前期视觉开发与后期生成打通，减少了传统 AI 视频制作中反复调整 prompt 和参数的时间，适合短剧、MV、广告等需要快速出片的场景。","recommendation":"一条工作流分享：GPT Image 2 出分镜方案，Seedance 2.0 直接转成成片。做 AI 短剧和视觉开发的可以跑一遍这个链路，省掉中间反复调参的环节。","href":"./2026-05-09.html#item-methods-2","url":"https://x.com/MayorKingAI/status/2052801820851163519","tags":["storyboard","video_gen"],"entities":["GPT Image 2","Seedance 2.0"],"gist":"GPT Image 2分镜方案转Seedance成片"},{"id":"2026-05-09-works-01","date":"2026-05-09","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"爱在寻常间【AI文艺微电影】","summary":"新片场发布 AI 文艺微电影《爱在寻常间》，获编辑精选，文艺向短片定位。完整成片，主打 AI 风格一致性下的叙事节奏与镜头语言处理，未公开具体工作流或工具栈。","recommendation":"AI 文艺微电影完整作品，编导和视觉师可拉片看叙事节奏和 AI 风格一致性。","href":"./2026-05-09.html#item-cases-1","url":"https://www.xinpianchang.com/a13672231","tags":["film","case_study","consistency"],"entities":[],"gist":"AI文艺微电影展示风格一致性叙事"},{"id":"2026-05-09-works-02","date":"2026-05-09","section":"cases","sectionName":"作品与案例","source":"Google AI Blog","title":"See what happens when creative legends use AI to make ads…","summary":"Google 发布创意项目，邀请 Susan Credle、Jayonta Jenkins、Tiffany Rolfe 三位广告界传奇人物，使用 AI 工具为三家小企业制作广告短片。项目展示了资深创意人如何将 AI 融入从概念到成片的完整广告制作流程，包括文案生成、视觉风格探索、镜头语言设计等环节，最终产出可投放的广告成品。","recommendation":"Google 请了三位广告界传奇用 AI 给小店做广告，看的是创意人怎么用工具而不是工具本身。做 AI 广告和品牌短片的可以拉片看他们的 prompt 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短片/短剧/视频」搜索","title":"seedance2.0满血版1080p免费用（附网址和教程），seedance2.0fast1080p免费用","summary":"B站UP主「可铯创意cosaer」发布Seedance 2.0满血版1080p免费使用教程，包含网址和操作步骤，同时介绍Seedance 2.0 Fast 1080p免费方案。教程面向AI视频创作者，重点演示如何利用即梦平台免费额度生成高分辨率视频，降低制作成本。","recommendation":"Seedance 2.0 满血版 1080p 免费用教程，做短剧和视觉的可以跟着跑一遍，省积分又出片。","href":"./2026-05-11.html#item-methods-2","url":"https://www.bilibili.com/video/BV1cc5E6xE2Q","tags":["video_gen","tutorial","cost_open"],"entities":["Seedance 2.0","即梦"],"gist":"Seedance 2.0满血版1080p免费使用教程"},{"id":"2026-05-11-works-01","date":"2026-05-11","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"原创双男主AI短剧 禁锢10 江沈面馆激烈拉扯 苏林家中温馨小聚","summary":"B站创作者发布原创AI短剧《禁锢10》，聚焦双男主江沈在面馆的激烈冲突与苏林家的温馨日常，为系列第10集。对AI短剧从业者来说，该作品展示了AI在情感戏、多场景切换和角色一致性上的落地能力，是研究AI短剧叙事节奏和观众互动的鲜活样本。","recommendation":"AI短剧从业者值得关注，双男主叙事+情感拉扯，是当下AI短剧的流量密码。","href":"./2026-05-11.html#item-cases-1","url":"https://www.bilibili.com/video/BV1qtRrB2EjE","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧《禁锢10》展示情感戏与角色一致性"},{"id":"2026-05-11-works-02","date":"2026-05-11","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"韩国AI获奖电影《Echo》| 重返荒芜地球","summary":"韩国AI电影《Echo》在新片场上线，全长12分40秒，讲述重返荒芜地球的故事，曾获AI电影节奖项。对AI编导和视觉创作者来说，这是少见的获奖长片级AI作品，值得逐帧分析其叙事节奏、镜头语言和风格一致性，直接对标自己项目的质量天花板。","recommendation":"韩国AI电影拿了奖，做AI短剧的导演和视觉师值得看一遍全片，学叙事和风格。","href":"./2026-05-11.html#item-cases-2","url":"https://www.xinpianchang.com/a13675417","tags":["film","case_study","consistency"],"entities":[],"gist":"韩国AI获奖电影《Echo》叙事与风格分析"},{"id":"2026-05-11-works-03","date":"2026-05-11","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"AI母亲养大的2000个孩子，组成了新的文明","summary":"B 站发布 AI 短片，设定为 AI 母亲抚养 2000 个孩子并形成独立文明，探讨 AI 情感与伦理。短片侧重叙事与角色关系构建，未公开具体工具栈或工作流，视觉风格偏向写实与温情。","recommendation":"AI 短剧团队可以拉片看叙事设定和角色情感一致性，编导关注 AI 母亲与 2000 个孩子的文明构建逻辑。","href":"./2026-05-11.html#item-cases-3","url":"https://www.bilibili.com/video/BV1vDRQBrE7o","tags":["short_drama","case_study","script"],"entities":[],"gist":"AI短片探讨AI母亲抚养2000个孩子的文明"},{"id":"2026-05-11-works-04","date":"2026-05-11","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"AI动画短片《Primary Teeth幼齿》釉质之下，无人生而平等【UP动画】","summary":"B 站 UP 主发布的 AI 动画短片《Primary Teeth 幼齿》，以牙齿为视觉符号构建阶级分层叙事，风格化明显，概念先行。未公开具体工具栈或工作流，适合作为视觉风格和概念设定的参考案例。","recommendation":"AI 动画短片，用牙齿构建阶级隐喻，视觉风格和概念设定有想法，做 AI 动画和短剧的可以拉片看美术和叙事结合方式。","href":"./2026-05-11.html#item-cases-4","url":"https://www.bilibili.com/video/BV1gk576BE3b","tags":["animation","case_study","art_design"],"entities":[],"gist":"AI动画短片《Primary Teeth》概念与美术风格"},{"id":"2026-05-13-industry-01","date":"2026-05-13","section":"industry","sectionName":"行业与平台","source":"@krea_ai","title":"this is Krea 2","summary":"Krea AI 发布自研基础模型 Krea 2，完全从零训练，核心卖点是审美多样性（aesthetic diversity）和风格控制（stylistic control），已开放早期访问申请。该模型是 Krea 从工具平台转向自研模型的关键一步，具体能力参数和可用性待内测后披露。","recommendation":"Krea 自研基础模型，主打审美多样性和风格控制，视觉师和编导可以蹲内测看风格一致性表现。","href":"./2026-05-13.html#item-industry-1","url":"https://x.com/krea_ai/status/2054207481421975829","tags":["image_gen","control","cost_open"],"entities":["Krea 2"],"gist":"Krea发布自研基础模型Krea 2主打风格控制"},{"id":"2026-05-13-industry-02","date":"2026-05-13","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"Your ad is running","summary":"LumaLabs 发布 Luma Agents，基于已有广告素材自动生成更高性能的投放版本，包括创意方向、文案和视觉优化，已开放使用。对 AI 制片人和短剧团队来说，同一支素材可批量产出 N 版本投放不同渠道，省掉传统重剪的人力成本，适合跑量测试阶段直接套用。","recommendation":"Luma 把广告素材自动优化做成产品了，做 AI 短剧和品牌内容的制片人可以点开看，省掉传统重剪的人力成本。","href":"./2026-05-13.html#item-industry-2","url":"https://x.com/LumaLabsAI/status/2054300200517456185","tags":["agent","commercial","editing"],"entities":["Luma Agents"],"gist":"Luma Agents自动优化广告素材生成多版本"},{"id":"2026-05-13-industry-03","date":"2026-05-13","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Congratulations to the twenty winners of the inaugural Big…","summary":"Runway 公布首届 Big Pitch Contest 二十位获奖者，该比赛面向尚未存在的 AI 生成剧集提案，前五名提案视频已公开。比赛旨在鼓励创作者用 Runway 工具链开发原创短剧/系列内容，获奖者将获得资金和资源支持。对 AI 短剧从业者和编导来说，这是了解平台方当前扶持方向和叙事偏好的直接窗口，可参考获奖提案的题材、视觉风格和叙事结构。","recommendation":"Runway 首届 AI 短剧提案大赛获奖名单出炉，做 AI 短剧和编导的可以看看前五名的提案方向，了解行业在推什么叙事和视觉风格。","href":"./2026-05-13.html#item-industry-3","url":"https://x.com/runwayml/status/2054211544636850235","tags":["short_drama","industry","case_study"],"entities":["Runway"],"gist":"Runway首届AI短剧提案大赛获奖名单公布"},{"id":"2026-05-13-industry-04","date":"2026-05-13","section":"industry","sectionName":"行业与平台","source":"@comfyui","title":"Join us for a live build session exploring Hermes Agent…","summary":"ComfyUI 官方预告一场直播，主题为 Hermes Agent 集成到 ComfyUI 工作流中的探索性构建。面向已熟悉 ComfyUI 工作流的用户，演示 agent 层能为现有节点流程带来什么新能力。直播为无脚本即兴形式，具体内容需观看回放。","recommendation":"ComfyUI 官方直播拆解 Hermes Agent 集成，搞工作流编排的技术整合者可以蹲回放看 agent 层怎么接入现有节点生态。","href":"./2026-05-13.html#item-industry-4","url":"https://x.com/ComfyUI/status/2054078434507366815","tags":["agent","tutorial","control"],"entities":["ComfyUI","Hermes Agent"],"gist":"ComfyUI直播演示Hermes Agent集成工作流"},{"id":"2026-05-13-industry-05","date":"2026-05-13","section":"industry","sectionName":"行业与平台","source":"The Verge AI","title":"George Clooney, Tom Hanks, and Meryl Streep back new ‘Human…","summary":"乔治·克鲁尼、汤姆·汉克斯、梅丽尔·斯特里普等好莱坞演员和制片人联合支持一项名为“Human Consent Standard”的AI授权标准。该标准允许个人为其肖像、创意作品、角色和设计设定AI使用条款，包括是否允许AI系统使用、是否需要付费。标准旨在为AI训练和生成内容提供明确的许可框架，解决AI使用真人形象和作品的版权与授权问题。对AI影视和短剧从业者来说，这意味着未来使用真人形象或IP进行AI创作时，需要遵循更明确的授权流程和付费机制，直接影响项目成本和法律合规性。","recommendation":"好莱坞一线演员和制片人站台的新AI授权标准，做AI短剧和IP开发的制片人得关注，这直接关系到角色和肖像的合规使用成本。","href":"./2026-05-13.html#item-industry-5","url":"https://www.theverge.com/ai-artificial-intelligence/928534/rsl-media-human-consent-standard","tags":["industry","avatar","film"],"entities":[],"gist":"好莱坞演员支持AI授权新标准Human Consent Standard"},{"id":"2026-05-13-tools-01","date":"2026-05-13","section":"tools","sectionName":"工具与能力","source":"@krea_ai","title":"we put as much effort into our style transfer system as we…","summary":"Krea AI 官方宣布其风格迁移系统已升级，投入与基座模型同等研发力度，可从任意图像中提取风格成分并迁移至生成结果，当前支持最多 4 张风格参考图同时输入。该功能直接面向视觉风格开发、角色 IP 一致性、美术总设等场景，无需额外训练 LoRA 即可实现多参考风格融合。","recommendation":"Krea 把风格迁移系统做到和基座模型同等投入，支持同时参考 4 张图提取风格，做视觉风格开发和角色 IP 的可以直接上手测一致性。","href":"./2026-05-13.html#item-tools-1","url":"https://x.com/krea_ai/status/2054207487298179573","tags":["image_gen","consistency","art_design"],"entities":["Krea AI"],"gist":"Krea升级风格迁移系统支持多图参考"},{"id":"2026-05-13-tools-02","date":"2026-05-13","section":"tools","sectionName":"工具与能力","source":"@krea_ai","title":"moodboards let you reference a wider range of visuals, and…","summary":"Krea AI 在 Image 工具中上线了 moodboards（情绪板）功能，支持用户上传多张参考图，系统会分析图片背后的概念和想法（不仅是风格），从而生成更贴合创意意图的视觉输出。该功能已可直接在 Image 工具中激活使用。","recommendation":"Krea 给 Image 工具加了情绪板功能，能分析上传图片背后的概念和想法，不只是风格参考。做视觉开发和美术总设的可以上手试，出图风格一致性会好不少。","href":"./2026-05-13.html#item-tools-2","url":"https://x.com/krea_ai/status/2054207489172963405","tags":["image_gen","ideation","art_design"],"entities":["Krea AI"],"gist":"Krea Image工具新增情绪板功能分析概念"},{"id":"2026-05-13-tools-03","date":"2026-05-13","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Every edit was a round-trip through the model","summary":"HyperFrames 发布 Inspector 面板，将原本需要重新跑模型（round-trip）的字体替换、颜色调整、像素级位移、缓动曲线修改等编辑操作，简化为 Inspector 面板中的一键点击。用户可通过 npx hyperframes preview 本地运行，完整视频源码已附在回复中。该更新直接降低了 AI 生成动画的后期微调成本，尤其适用于需要频繁迭代视觉细节的动画、动态设计、UI 动效等场景。","recommendation":"HyperFrames 的 Inspector 面板上线，改字体、调颜色、挪像素、改缓动曲线这些以前要重新跑模型的编辑，现在点一下就行。做 AI 动画和动态视觉的可以直接装起来用，省掉大量反复生成的时间。","href":"./2026-05-13.html#item-tools-3","url":"https://x.com/HeyGen/status/2054265357096173761","tags":["animation","editing","post_fx"],"entities":["HyperFrames"],"gist":"HyperFrames发布Inspector面板简化动画编辑"},{"id":"2026-05-13-tools-04","date":"2026-05-13","section":"tools","sectionName":"工具与能力","source":"@topazlabs","title":"You can now use Topaz Labs models without leaving Adobe…","summary":"Topaz Labs 官方宣布其视频增强模型（超分辨率、降噪、去隔行等）现已可直接在 Adobe Premiere Pro 内调用，无需导出到独立软件处理。官方提供了集成工作流链接。对后期和剪辑师来说，这意味着修复老素材、提升低分辨率素材画质的操作可以完全在剪辑时间线内完成，减少渲染和文件传输的时间损耗。","recommendation":"Topaz 模型直接嵌入 Premiere 工作流，后期和剪辑师不用切软件就能做超分和降噪，省掉导出导入的中间步骤。","href":"./2026-05-13.html#item-tools-4","url":"https://x.com/topazlabs/status/2054303553485697212","tags":["post_fx","editing","tutorial"],"entities":["Topaz Labs","Adobe Premiere Pro"],"gist":"Topaz视频增强模型集成到Premiere工作流"},{"id":"2026-05-13-tools-05","date":"2026-05-13","section":"tools","sectionName":"工具与能力","source":"@topazlabs","title":"How to get it:","summary":"Topaz Labs 发布 Adobe Premiere 原生 UXP 面板，用户下载面板后可直接在 Premiere 内调用 Topaz 云端 AI 增强功能（超分、降噪、去模糊等），无需导出到独立软件处理。前提是拥有 Topaz Labs 账户及云积分。该集成简化了后期画质修复流程，尤其适合需要批量处理低分辨率素材的剪辑和调色场景。","recommendation":"Topaz Labs 把 AI 画质增强直接塞进 Premiere 面板，后期不用切软件就能提分辨率降噪，做剪辑和调色的可以装起来用。","href":"./2026-05-13.html#item-tools-5","url":"https://x.com/topazlabs/status/2054303573467652479","tags":["post_fx","editing","tutorial"],"entities":["Topaz Labs","Adobe Premiere Pro"],"gist":"Topaz云AI增强功能嵌入Premiere面板"},{"id":"2026-05-13-methods-01","date":"2026-05-13","section":"methods","sectionName":"方法与经验","source":"@GoogleDeepMind","title":"In the real world, we don't tend to speak in long…","summary":"Google DeepMind 发布结合手势与语音的交互式 AI 研究，用户可通过自然动作（如“把这个修一下”“往那边移”）配合语音完成指令，无需完整句子。该技术旨在降低人机交互门槛，适用于虚拟角色控制、实时场景编辑等创作场景。具体实现细节和开放情况需查看链接原文。","recommendation":"Google DeepMind 把手势+语音结合成自然指令，做交互式 AI 工具或虚拟角色控制的可以点开看 demo。","href":"./2026-05-13.html#item-methods-1","url":"https://x.com/GoogleDeepMind/status/2054246128221143399","tags":["agent","performance","control"],"entities":["Google DeepMind"],"gist":"DeepMind手势语音结合的自然交互AI研究"},{"id":"2026-05-13-methods-02","date":"2026-05-13","section":"methods","sectionName":"方法与经验","source":"X @LumiRoamAIFilm likes","title":"Midjourney editorial photo 提示词","summary":"X 用户 @LumiRoamAIFilm 分享 Midjourney 编辑风格（editorial photo）提示词合集，内容为 prompt 模板而非具体作品或工作流拆解，无新模型或功能发布。对 AI 视觉师和美术总设来说，可作为风格参考和 prompt 素材库收藏，但无增量信息或实测数据。","recommendation":"Midjourney 编辑风提示词合集，做视觉和美术的可以当 prompt 模板库收藏，编导路过不用细看。","href":"./2026-05-13.html#item-methods-2","url":"https://x.com/ciguleva/status/2052979194955723169","tags":["prompt","art_design"],"entities":["Midjourney"],"gist":"Midjourney编辑风格提示词模板合集"},{"id":"2026-05-13-methods-03","date":"2026-05-13","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"This entire video took me around 20 minutes to make 🎬🔥","summary":"创作者@CharaspowerAI 发布一条AI视频制作教程，声称全程仅用20分钟完成，无需复杂工作流和工具切换，核心在于正确的prompt链。推文预告将逐步拆解每个步骤，供他人复现。具体工具栈和prompt细节需查看链接内完整教程。","recommendation":"20分钟出片的工作流拆解，做AI短剧和视觉的可以看看prompt链怎么搭，省掉来回切工具的时间。","href":"./2026-05-13.html#item-methods-3","url":"https://x.com/CharaspowerAI/status/2053898455219851408","tags":["tutorial","prompt","short_drama"],"entities":[],"gist":"20分钟AI视频制作教程与prompt链拆解"},{"id":"2026-05-13-methods-04","date":"2026-05-13","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"【AI短剧创作】用AI做了《曾经的King》真人短剧，揭秘AI真人短剧制作工作流（2026最新）多主体一致性控制，人物微…","summary":"B站UP主发布AI真人短剧《曾经的King》制作教程，涵盖多主体一致性控制、人物微表情控制、AI视频制作全流程，2026年最新工作流教学。视频包含完整实操演示，适合短剧团队参考工作流搭建和角色一致性方案。","recommendation":"B站UP主分享AI真人短剧全流程，从多主体一致性到微表情控制都有实操演示，做短剧的可以直接拉片跑一遍工作流。","href":"./2026-05-13.html#item-methods-4","url":"https://www.bilibili.com/video/BV12bRhBKEG7","tags":["short_drama","consistency","performance","tutorial"],"entities":[],"gist":"AI真人短剧全流程制作教学含一致性控制"},{"id":"2026-05-13-methods-05","date":"2026-05-13","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"🤔如何说服AI帮我做神人视频？【教程+焚诀+素材分享】","summary":"B 站 UP 主发布 AI 视频制作教程，核心是两套可直接复用的风格化「焚诀」（prompt 模板）：邵氏兄弟武侠电影风格（人工布景、特艺彩色、高饱和度、红蓝补色光效、胶片颗粒感）和虚幻 5 高质量 3D 动画风格。教程包含 updream 平台邀请码和参考图素材链接，适合需要快速套用特定视觉风格的 AI 创作者。","recommendation":"UP 主分享了两套可直接套用的风格化焚诀（邵氏武侠/3D动画），做 AI 短剧和视觉开发的可以直接抄 prompt 跑一遍看效果。","href":"./2026-05-13.html#item-methods-5","url":"https://www.bilibili.com/video/BV1hgdgBQECs","tags":["prompt","tutorial","art_design","video_gen"],"entities":["updream"],"gist":"分享两套风格化prompt模板用于AI视频制作"},{"id":"2026-05-13-works-01","date":"2026-05-13","section":"cases","sectionName":"作品与案例","source":"@runwayml","title":"Grand Prize","summary":"Runway 官方公布 Grand Prize 获奖作品《Sincitium》，导演 Guillermo Miranda，具体题材、视觉风格、工作流细节未公开，需查看正片。","recommendation":"Runway 大奖作品，AI 短片创作者可以拉片看叙事和视觉风格怎么结合，编导和视觉师都值得点开。","href":"./2026-05-13.html#item-cases-1","url":"https://x.com/runwayml/status/2054211546817978678","tags":["case_study","film"],"entities":["Runway"],"gist":"Runway大奖作品《Sincitium》展示AI短片叙事"},{"id":"2026-05-13-works-02","date":"2026-05-13","section":"cases","sectionName":"作品与案例","source":"@runwayml","title":"Third Place","summary":"Runway 官方账号发布 AI 短片《Third Place》，由 Katherine Gloria 创作，标题为《In Dreams Awake》。短片以梦境与清醒之间的模糊地带为主题，视觉风格偏超现实与诗意，未公开具体工作流或工具栈。","recommendation":"Runway 官方推的 AI 短片，视觉师和编导可以拉片看风格化镜头和氛围处理。","href":"./2026-05-13.html#item-cases-2","url":"https://x.com/runwayml/status/2054211551318483131","tags":["case_study","film"],"entities":["Runway"],"gist":"Runway AI短片《In Dreams Awake》超现实风格"},{"id":"2026-05-13-works-03","date":"2026-05-13","section":"cases","sectionName":"作品与案例","source":"@bfl_ml","title":"RT @Modular: Our cofounder @iamtimdavis built an AI…","summary":"Modular 联合创始人 @iamtimdavis 在 Modular Cloud 上搭建了一款 AI 故事书应用，后端使用 Black Forest Labs 的 FLUX2 模型生成图像，结合 Google Gemma 4 模型处理文本叙事。该应用展示了将图像生成与语言模型组合用于儿童故事书创作的完整技术路径，用户可选择故事主题并自动生成图文匹配的页面。","recommendation":"Modular 联合创始人用 FLUX2 + Gemma 4 搭了个 AI 故事书 App，做 AI 绘本和互动叙事的可以看看这个技术栈组合的落地效果。","href":"./2026-05-13.html#item-cases-3","url":"https://x.com/bfl_ml/status/2054239385952870842","tags":["image_gen","agent","case_study"],"entities":["FLUX2","Gemma 4","Modular Cloud"],"gist":"用FLUX2和Gemma4搭建AI故事书应用"},{"id":"2026-05-13-works-04","date":"2026-05-13","section":"cases","sectionName":"作品与案例","source":"@heyglif","title":"made by @varien in a single chat session with https://t","summary":"创作者 @varien 使用 Glif 平台在单次对话中生成了一支 AI 短片，内容为花卉主题的视觉作品，未公开具体工作流或工具栈细节。","recommendation":"AI 短片新作，单次对话生成，做 AI 短剧和视觉的可以拉片看风格一致性。","href":"./2026-05-13.html#item-cases-4","url":"https://x.com/heyglif/status/2054229601413378274","tags":["case_study","video_gen"],"entities":["Glif"],"gist":"单次对话生成花卉主题AI短片"},{"id":"2026-05-14-industry-01","date":"2026-05-14","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Meet Runway Agent","summary":"Runway 发布 Runway Agent，一个对话式 AI 创作助手，用户通过自然语言对话即可完成从创意构思到成片的全流程：包括视频生成、声音设计、剪辑和最终输出。支持广告、短片、社交媒体内容等场景，旨在降低视频制作门槛并提升批量生产效率。","recommendation":"Runway 把视频制作全流程塞进一个对话窗口，从创意到成片不用切工具，做短剧和广告的可以直接上手跑一遍看成品质量。","href":"./2026-05-14.html#item-industry-1","url":"https://x.com/runwayml/status/2054593196773011929","tags":["agent","video_gen","audio_sfx","editing"],"entities":["Runway Agent"],"gist":"Runway Agent实现对话式全流程视频制作"},{"id":"2026-05-14-industry-02","date":"2026-05-14","section":"industry","sectionName":"行业与平台","source":"@Alibaba_Qwen","title":"🚀Qwen3","summary":"阿里 Qwen 官方宣布 Qwen3.6-Plus 模型已上线 Nous Portal，限时免费使用，并同步推出 Hermes Agent 功能。该模型面向 Agent 工作流和工具链集成场景，适合技术整合者快速接入测试编排能力。","recommendation":"Qwen3.6-Plus 限时免费上架 Nous Portal，做 Agent 工作流和工具链集成的可以直接上手测一周，看看 Hermes Agent 的编排能力。","href":"./2026-05-14.html#item-industry-2","url":"https://x.com/Alibaba_Qwen/status/2054397617015271738","tags":["agent","industry"],"entities":["Qwen3.6-Plus","Nous Portal","Hermes Agent"],"gist":"Qwen3.6-Plus上线Nous Portal限时免费"},{"id":"2026-05-14-industry-03","date":"2026-05-14","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"The packaging tells the story","summary":"LumaLabs 发布 Luma Agents，用户上传设计稿后自动生成产品级宣传图，从概念到投放素材只需几分钟，支持批量产出不同版本。对视觉师和制片人来说，这意味着品牌视觉物料的生产效率大幅提升，同一套设计可快速适配多平台投放需求。","recommendation":"Luma 把品牌素材到多版本广告图的全流程自动化了，做视觉和制片的可以直接套用，省掉传统重拍重剪的环节。","href":"./2026-05-14.html#item-industry-3","url":"https://x.com/LumaLabsAI/status/2054634217972339039","tags":["image_gen","agent","commercial"],"entities":["Luma Agents"],"gist":"Luma Agents自动生成多版本宣传图"},{"id":"2026-05-14-industry-04","date":"2026-05-14","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"The launch is coming","summary":"LumaLabs 推出 Luma Agents 新功能，定位为「发布营销工具」：用户设定发布节点后，Agent 自动生成从倒计时到最终预告的全套预告物料（Teaser 资产），覆盖品牌发布、产品上线、内容首映等场景。该功能基于 Luma 已有的视频生成能力，将单次创作扩展为批量、时序化的营销内容生产。对 AI 编导和短剧团队来说，这意味着同一套角色/场景素材可自动产出多版本预告片，省掉逐条剪辑的人力成本。","recommendation":"Luma 把 Agent 能力包装成「发布营销工具」，从倒计时到预告片一条龙自动生成，做短剧和品牌内容的可以当批量物料生成器用。","href":"./2026-05-14.html#item-industry-4","url":"https://x.com/LumaLabsAI/status/2054667125865009448","tags":["agent","video_gen","short_drama"],"entities":["Luma Agents"],"gist":"Luma Agents自动生成全套预告物料"},{"id":"2026-05-14-industry-05","date":"2026-05-14","section":"industry","sectionName":"行业与平台","source":"@fal","title":"🚨 Pixal3D is now live on fal","summary":"fal平台上线Pixal3D，支持从单张图片生成高保真3D资产，采用像素对齐反投影技术实现像素到3D的精确对应，输出包含PBR材质的精细几何体，可直接用于下游管线（游戏、影视、虚拟制片等）。","recommendation":"单图转高保真3D资产，带PBR材质，视觉师和3D美术可以直接接fal API跑一遍，省掉手动建模的粗模阶段。","href":"./2026-05-14.html#item-industry-5","url":"https://x.com/fal/status/2054683249767539163","tags":["three_d","image_gen"],"entities":["Pixal3D","fal"],"gist":"Pixal3D单图生成高保真3D资产"},{"id":"2026-05-14-tools-01","date":"2026-05-14","section":"tools","sectionName":"工具与能力","source":"@sama","title":"Sam Altman @sama · 7小时 codex is the best AI coding product…","summary":"Sam Altman 宣布 Codex 是当前最好的 AI 编程产品，并推出限时优惠：未来 30 天内，有意从其他工具切换过来的公司可获两个月免费 Codex 使用额度。Codex 是 OpenAI 面向编程场景的模型产品，支持代码生成、补全与调试，适用于自动化脚本、工作流编排和 AI Agent 开发。对 AIGC 技术整合者来说，这是低成本测试 Codex 在影视制作管线中编程辅助能力的窗口期。","recommendation":"OpenAI 给 Codex 开了两个月免费试用，做 AI 编程和工具链集成的团队可以趁这 30 天把迁移成本跑一遍，省一笔 API 账单。","href":"./2026-05-14.html#item-tools-1","url":"https://x.com/sama/status/2054626219858293128","tags":["agent","industry"],"entities":["Codex"],"gist":"Codex限时免费试用两个月"},{"id":"2026-05-14-tools-02","date":"2026-05-14","section":"tools","sectionName":"工具与能力","source":"@ClaudeDevs","title":"ClaudeDevs @ClaudeDevs · 6小时 Claude Code weekly limits are…","summary":"Claude Code 周使用限额临时提升 50%，覆盖 Pro、Max、Team 及 Enterprise 用户，有效期至 7 月 13 日。该调整直接增加 AI 编程 Agent 的可用调用量，适用于自动化脚本、批量生成、工作流编排等场景。","recommendation":"Claude Code 周限额涨 50%，持续到 7 月 13 日，做 AI 短剧批量生产和技术整合的可以趁这波多跑几轮自动化工作流。","href":"./2026-05-14.html#item-tools-2","url":"https://x.com/ClaudeDevs/status/2054639777685934564","tags":["agent","industry"],"entities":["Claude Code"],"gist":"Claude Code周限额提升50%"},{"id":"2026-05-14-tools-03","date":"2026-05-14","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"HeyGen is now built into Codex","summary":"HeyGen 宣布其数字人视频生成能力直接集成到 OpenAI 的 Codex 编辑器中，支持一键安装。用户可在 Codex 内完成 A-Roll、B-Roll、音频、字幕、动效的编排，并直接调用 HeyGen 数字人形象、更换外观、编辑场景、生成视频，无需切换工具。对 AI 编导和后期来说，这意味着数字人视频的剪辑与生成流程合并到单一编辑器，减少了跨工具导素材的环节，尤其适合需要批量产出数字人内容的短剧和营销视频团队。","recommendation":"HeyGen 直接嵌入 Codex 编辑器，A-Roll、B-Roll、音频、字幕、动效全在一个工作流里，做 AI 短剧和后期剪辑的可以省掉来回导素材的功夫，一键调数字人换场景出片。","href":"./2026-05-14.html#item-tools-3","url":"https://x.com/HeyGen/status/2054582965137768817","tags":["avatar","agent","editing","short_drama","commercial"],"entities":["HeyGen","Codex"],"gist":"HeyGen集成Codex，数字人视频生成剪辑一体化"},{"id":"2026-05-14-tools-04","date":"2026-05-14","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Introducing Templates in ElevenCreative","summary":"ElevenLabs 在 ElevenCreative 中推出 Templates 功能，提供预设创作工作流，用户上传输入素材后选择模板即可直接生成产品图、Mockup、风格迁移、角色表等成品，无需手动搭建工作流，降低批量视觉资产制作门槛。","recommendation":"ElevenLabs 给 ElevenCreative 加了模板功能，上传素材选模板直接出成品，做视觉和短剧的可以当批量出图工具用。","href":"./2026-05-14.html#item-tools-4","url":"https://x.com/ElevenLabs/status/2054612199260275132","tags":["image_gen","tutorial","art_design"],"entities":["ElevenLabs","ElevenCreative"],"gist":"ElevenCreative推出模板功能，简化批量视觉生成"},{"id":"2026-05-14-tools-05","date":"2026-05-14","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Choose from a gallery of templates spanning product…","summary":"ElevenLabs 推出模板库功能，覆盖产品摄影、广告创意、角色设计、图像工具和风格迁移等场景，支持将产品图转为生活场景、从单张肖像生成角色表、跨格式和尺寸替换广告文案。模板化操作降低了 AI 图像生成的门槛，适合批量产出视觉素材和角色资产。","recommendation":"ElevenLabs 把模板库做成了产品摄影、广告创意、角色设计、风格迁移一条龙，做视觉和短剧的可以直接套模板出图，省掉反复调参的时间。","href":"./2026-05-14.html#item-tools-5","url":"https://x.com/ElevenLabs/status/2054612200191365317","tags":["image_gen","art_design","commercial"],"entities":["ElevenLabs"],"gist":"ElevenLabs模板库覆盖产品图角色设计等场景"},{"id":"2026-05-14-methods-01","date":"2026-05-14","section":"methods","sectionName":"方法与经验","source":"OpenAI Blog","title":"Building a safe, effective sandbox to enable Codex on…","summary":"OpenAI 发布 Codex 在 Windows 上的安全沙箱方案，核心解决 AI 编程 Agent 在 Windows 环境下的文件访问控制、网络限制和进程隔离问题，确保代码执行不越界。方案包含虚拟文件系统、网络白名单和权限分层机制，已用于 Codex 的 Windows 版本。对做 AI 编程工具、Agent 工作流编排的技术整合者来说，这套沙箱架构可以直接参考或复用，省掉自己从零设计安全策略的时间。","recommendation":"OpenAI 把 Codex 的 Windows 沙箱方案公开了，做 AI 编程工具和 Agent 工作流的可以直接抄架构设计。","href":"./2026-05-14.html#item-methods-1","url":"https://openai.com/index/building-codex-windows-sandbox","tags":["agent","industry","tutorial"],"entities":["Codex"],"gist":"OpenAI公开Codex Windows沙箱安全方案"},{"id":"2026-05-14-methods-02","date":"2026-05-14","section":"methods","sectionName":"方法与经验","source":"@vincemask","title":"Vince 聊开发 @vincemask · 18小时 文章 从 0 开始：用 Hooks 打造自动化 Claude…","summary":"开发者 Vince 分享了一套用 Hooks 自动化 Claude Code 工作流的方法，解决 AI 写代码后漏提交、漏格式化、漏测试的问题。通过 Git Hooks 在提交前自动触发代码检查、格式化、测试补全等步骤，确保 Claude Code 输出完整后再提交。这套思路适用于任何需要 AI 辅助编程后保证输出质量的场景，技术整合者可以直接套用或改造到自己的工具链中。","recommendation":"用 Hooks 给 Claude Code 加自动化检查，解决它干活不彻底的老毛病。技术整合者可以直接抄这套工作流，省掉每次手动验收的功夫。","href":"./2026-05-14.html#item-methods-2","url":"https://x.com/vincemask/status/2054457804057100405","tags":["agent","tutorial"],"entities":["Claude Code"],"gist":"用Hooks自动化Claude Code工作流保证输出质量"},{"id":"2026-05-14-methods-03","date":"2026-05-14","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Vox-style match-cut montage","summary":"ComfyUI 官方发布 Vox 风格匹配剪辑工作流：将输入文本逐词拆解，通过 gpt-image-1 模型将每个词渲染为旧报纸上的粗体编辑标题，再组装成定格动画 MP4。用户可替换基础 prompt 和美学风格参数，实现不同视觉调性。该工作流完全在 ComfyUI 内运行，无需外部剪辑软件，适合批量生成片头、转场或信息型短片素材。","recommendation":"ComfyUI 官方放出的 Vox 风格匹配剪辑工作流，做视觉和后期的一键跑一遍，改 prompt 就能换风格，适合批量出片头或转场素材。","href":"./2026-05-14.html#item-methods-3","url":"https://x.com/ComfyUI/status/2054670706152255594","tags":["editing","image_gen","animation","tutorial"],"entities":["ComfyUI","gpt-image-1"],"gist":"ComfyUI官方Vox风格匹配剪辑工作流"},{"id":"2026-05-14-methods-04","date":"2026-05-14","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"How to Share Your ComfyUI App Mode Workflow on Comfy Cloud","summary":"ComfyUI 官方发布教程，讲解如何将 App Mode 工作流通过单一 URL 分享给他人。该 URL 编码了工作流配置、应用布局和节点绑定信息，接收方打开即可直接运行，无需手动导入或配置。适用于团队协作、工具分发和客户交付场景。","recommendation":"ComfyUI 官方教程，讲怎么把 App Mode 工作流打包成一个链接分享出去，做工具链整合和团队协作的可以直接套用这个分享机制。","href":"./2026-05-14.html#item-methods-4","url":"https://x.com/ComfyUI/status/2054632947299574212","tags":["tutorial","agent","cost_open"],"entities":["ComfyUI","Comfy Cloud"],"gist":"ComfyUI官方教程：分享App Mode工作流链接"},{"id":"2026-05-14-methods-05","date":"2026-05-14","section":"methods","sectionName":"方法与经验","source":"@LeonardoAi","title":"Our team sees every piece of content as a opportunity to…","summary":"Leonardo AI 团队发布了一支实验性 AI vodcast，片中 AI 角色（来自其 Bear Brawlers 项目）以主持人身份讲解 Seedance 2.0 的制作幕后。该形式将 AI 角色从作品元素升级为叙事主体，验证了 AI 角色在长内容中保持风格一致性和口播自然度的可行性。","recommendation":"Leonardo AI 团队用 Seedance 2.0 角色做了一支幕后制作解说 vodcast，AI 角色自己讲怎么做的。做 AI 短剧和角色 IP 的可以拉片看角色一致性和叙事节奏怎么搭。","href":"./2026-05-14.html#item-methods-5","url":"https://x.com/LeonardoAi/status/2052720653980020750","tags":["case_study","avatar","consistency","video_gen"],"entities":["Leonardo AI","Seedance 2.0","Bear Brawlers"],"gist":"Leonardo AI用AI角色主持vodcast讲幕后"},{"id":"2026-05-14-works-01","date":"2026-05-14","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"地牢酒馆-01集 《初来乍到的怪物们》","summary":"B 站 UP 主「粘土工厂」发布 AI 短剧《地牢酒馆》第一集，奇幻题材，以酒馆为场景串联怪物角色群像，播放量近 280 万，验证了 AI 短剧在 B 站的内容消费潜力。未公开具体工作流或工具栈。","recommendation":"AI 短剧系列第一集，近 280 万播放验证了题材和风格的市场接受度，做短剧的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-05-14.html#item-cases-1","url":"https://www.bilibili.com/video/BV1MmRRB3EfR","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"B站AI短剧《地牢酒馆》第一集播放近280万"},{"id":"2026-05-14-works-02","date":"2026-05-14","section":"cases","sectionName":"作品与案例","source":"X @LumiRoamAIFilm likes","title":"AI短片推荐：one of the best short films","summary":"X 用户 @LumiRoamAIFilm 推荐一部 AI 短片，称其为“最佳短片之一”，但推文无具体内容（仅标题和链接），未公开片名、时长、工具栈或工作流细节。该条信息本身信息密度极低，需点开链接查看正片后才能判断创作参考价值。","recommendation":"一条被社区高赞的 AI 短片，做 AI 短剧和视觉的可以拉片看叙事节奏和画面风格，但具体信息太少，得点开链接看正片才知道值不值得细拆。","href":"./2026-05-14.html#item-cases-2","url":"https://x.com/PJaccetturo/status/2053475534965965067","tags":["case_study","film"],"entities":[],"gist":"X用户推荐一部AI短片但信息极少"},{"id":"2026-05-14-works-03","date":"2026-05-14","section":"cases","sectionName":"作品与案例","source":"@billtheinvestor","title":"Bill The Investor @billtheinvestor · 5月13日 有人刚刚利用…","summary":"一条 X 推文，称有人用 AI 将自己放入《泰坦尼克号》（1997）并修复了粉丝长期诟病的画面问题。推文无具体技术细节、工具栈或工作流说明，仅展示结果截图。","recommendation":"粉丝向 AI 二创，把《泰坦尼克号》里被诟病的镜头用 AI 修复并把自己塞进去，做 AI 视觉和后期修复的可以当个乐子看，不用太当真。","href":"./2026-05-14.html#item-cases-3","url":"https://x.com/billtheinvestor/status/2054312491052892592","tags":["case_study","post_fx","film"],"entities":[],"gist":"AI二创修复《泰坦尼克号》画面并加入自己"},{"id":"2026-05-15-industry-01","date":"2026-05-15","section":"industry","sectionName":"行业与平台","source":"@tuturetom","title":"Tom Huang: 开源 html-anything——让 Agent 将任何数据转为世界级 HTML","summary":"Tom Huang 正式开源 html-anything 项目，历时 3 天、1.5 万行代码，支持 75 套 Skills、9 种导出格式（HTML/PPTX/DOCX/SVG 等），兼容 Claude Code、Codex、OpenClaw、Hermes 等主流 code agent，可将任意结构化数据转为设计级 HTML 页面。","recommendation":"开源项目，3 天 1.5 万行代码，75 套 Skills 加 9 种导出格式，做短剧宣发物料和自动化内容输出的可以直接装起来跑一遍。","href":"./2026-05-15.html#item-industry-1","url":"https://x.com/tuturetom/status/2054860276088860819","tags":["agent","cost_open","tutorial"],"entities":["html-anything","Claude Code","Codex","OpenClaw","Hermes"],"gist":"开源html-anything让Agent生成HTML页面"},{"id":"2026-05-15-industry-02","date":"2026-05-15","section":"industry","sectionName":"行业与平台","source":"@OpenAI","title":"Rolling out today as a preview on iOS and Android in all…","summary":"OpenAI 宣布 Codex 编程助手以预览版形式在 iOS 和 Android 全支持区域上线，Windows 版 Codex 应用与手机联动功能即将推出。Codex 是 OpenAI 面向编程场景的 AI 助手，支持代码生成、调试与工作流脚本编写。对 AIGC 技术整合者来说，移动端上线意味着可在手机端随时调整 ComfyUI 工作流、API 调用脚本或自动化管线，提升远程调试与快速迭代效率。","recommendation":"OpenAI 的 Codex 编程助手正式上架 iOS/Android 移动端，做 AI 短剧工具链整合的可以装起来，随时在手机上改工作流脚本或调 API。","href":"./2026-05-15.html#item-industry-2","url":"https://x.com/OpenAI/status/2055016852133417389","tags":["agent","tutorial","industry"],"entities":["Codex","ComfyUI"],"gist":"Codex移动端上线，可远程调工作流脚本"},{"id":"2026-05-15-industry-03","date":"2026-05-15","section":"industry","sectionName":"行业与平台","source":"@replicate","title":"The V4","summary":"Recraft 发布 V4.1 系列模型，共 6 款新模型，主打审美质量显著提升，包括更精细的 SVG 矢量渲染能力，另新增一套极简实用系列。模型已上线 Replicate 平台，可直接调用。","recommendation":"Recraft 的 V4.1 系列模型上线，6 款新模型主打审美质量和 SVG 渲染升级，做视觉和美术的可以跑一遍看风格一致性提升多少。","href":"./2026-05-15.html#item-industry-3","url":"https://x.com/replicate/status/2054954186370904457","tags":["image_gen","art_design","consistency"],"entities":["Recraft","Replicate"],"gist":"Recraft V4.1提升审美与SVG渲染"},{"id":"2026-05-15-industry-04","date":"2026-05-15","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Introducing our ten film finalists for Runway's fourth…","summary":"Runway 公布第四届国际 AI 电影节十强入围影片，将于 6 月 11 日（纽约）和 6 月 18 日（洛杉矶）举办线下展映，届时可观看入围作品并听取行业领袖分享。片单和购票链接已开放。对 AI 影视创作者来说，这是每年观察行业叙事水准、视觉风格和工具应用趋势的重要窗口。","recommendation":"Runway 第四届 AI 电影节十强片单出炉，做 AI 短剧和编导的可以蹲 6 月展映，看看今年行业审美和叙事天花板在哪。","href":"./2026-05-15.html#item-industry-4","url":"https://x.com/runwayml/status/2054928924572786902","tags":["film","case_study","industry"],"entities":["Runway"],"gist":"Runway AI电影节十强片单公布"},{"id":"2026-05-15-industry-05","date":"2026-05-15","section":"industry","sectionName":"行业与平台","source":"@pika_labs","title":"When you install the Pika MCP, you get access to all the…","summary":"Pika Labs 推出 Pika MCP（Model Context Protocol），用户安装后可通过单一订阅访问其全部创意模型，并附带一个智能体代理，可自动生成 prompt 并调用模型，无需手动编写长提示词。该协议旨在整合多个模型到一个订阅体系下，减少创作者在多个工具间切换的成本。","recommendation":"Pika 把自家模型打包成 MCP 协议，装一个就能调所有创意模型，还带个智能体帮你省掉写长 prompt 的功夫。做 AI 视频和视觉的可以装起来跑一遍，看工作流能简化多少。","href":"./2026-05-15.html#item-industry-5","url":"https://x.com/pika_labs/status/2054977997065920529","tags":["agent","video_gen","prompt"],"entities":["Pika","MCP"],"gist":"Pika MCP整合模型并自动生成提示词"},{"id":"2026-05-15-tools-01","date":"2026-05-15","section":"tools","sectionName":"工具与能力","source":"@OpenAI","title":"You've been asking for this one","summary":"OpenAI 在 ChatGPT 移动端 App 中开放 Codex 预览，支持在手机上启动新任务、审查输出、引导执行和审批下一步操作，Codex 引擎仍在笔记本或开发机上运行。这意味着 AI 编程 Agent 的交互入口从桌面扩展到移动端，适合需要远程监控和微调自动化工作流的场景。","recommendation":"Codex 进手机了，做 AI 工作流编排的可以边盯片边远程调代码，不用切回电脑。","href":"./2026-05-15.html#item-tools-1","url":"https://x.com/OpenAI/status/2055016850849993072","tags":["agent","tutorial"],"entities":["Codex"],"gist":"Codex移动端支持远程监控工作流"},{"id":"2026-05-15-tools-02","date":"2026-05-15","section":"tools","sectionName":"工具与能力","source":"@topazlabs","title":"The SPEED Update","summary":"Topaz Labs 发布 SPEED 更新，核心是 NeuroStream 2 引擎，本地图像渲染速度提升最高 4 倍。新增 Face Recovery 3（人脸修复）、Noise-Aware Sharpening（噪声感知锐化），支持 AMD 和 Mac 新模型，并推出 Nuke 插件。对后期和视觉师来说，本地出图效率大幅提升，人脸修复和锐化质量也明显升级，Nuke 插件让合成工作流更顺。","recommendation":"本地渲染提速 4 倍，人脸修复和锐化都升了一档，做后期和视觉的可以直接装起来用，Nuke 插件也来了。","href":"./2026-05-15.html#item-tools-2","url":"https://x.com/topazlabs/status/2055001937515336044","tags":["post_fx","tutorial","image_gen"],"entities":["Topaz Labs","NeuroStream 2","Nuke"],"gist":"Topaz SPEED更新提速渲染并增强修复"},{"id":"2026-05-15-tools-03","date":"2026-05-15","section":"tools","sectionName":"工具与能力","source":"@Blackmagic_News","title":"DaVinci Resolve 21 Beta 3","summary":"Blackmagic Design 发布 DaVinci Resolve 21 Beta 3，主要改进包括：MultiMaster 多人协作工作流优化、支持索尼 Alpha 7 V 相机实时画面采集、新增脚本 API、静帧色彩管理改进等。Beta 版已开放下载。","recommendation":"后期和调色团队直接更新，MultiMaster 协作和索尼 Alpha 7 V 实时取景支持是实打实的效率提升。","href":"./2026-05-15.html#item-tools-3","url":"https://x.com/Blackmagic_News/status/2054772558839591004","tags":["editing","color","post_fx"],"entities":["DaVinci Resolve 21"],"gist":"DaVinci Resolve 21 Beta 3 更新协作与色彩管理"},{"id":"2026-05-15-tools-04","date":"2026-05-15","section":"tools","sectionName":"工具与能力","source":"@suno","title":"Create:","summary":"Suno 在 Create 页面新增三项功能：支持选择人声性别（男/女）、自动记忆上次 prompt 以加速迭代、新增歌词模型选择器。这些更新直接优化了 AI 音乐生成的工作流，减少重复输入，提升配乐和声音设计的效率。","recommendation":"Suno 给 AI 音乐创作加了三个实用小功能：选人声性别、记住上次 prompt 方便迭代、歌词模型选择器。做 AI 短剧配乐和后期声音的可以直接上手试，省掉反复调 prompt 的功夫。","href":"./2026-05-15.html#item-tools-4","url":"https://x.com/suno/status/2054948670747836916","tags":["audio_music","prompt"],"entities":["Suno"],"gist":"Suno 新增人声性别选择与歌词模型选择器"},{"id":"2026-05-15-tools-05","date":"2026-05-15","section":"tools","sectionName":"工具与能力","source":"@suno","title":"The Suno app just glowed up","summary":"Suno 官方宣布其 App 在过去几周内进行了一系列更新，推文以串帖形式列举了部分亮点功能，但未在摘要中给出具体更新细节。具体更新内容需查看链接内的串帖。","recommendation":"Suno 近几周攒了一波更新，做 AI 配乐和短剧 BGM 的可以点开看看具体改了啥，说不定有直接能用的新功能。","href":"./2026-05-15.html#item-tools-5","url":"https://x.com/suno/status/2054948668625559902","tags":["audio_music"],"entities":["Suno"],"gist":"Suno App 近期更新亮点汇总"},{"id":"2026-05-15-methods-01","date":"2026-05-15","section":"methods","sectionName":"方法与经验","source":"@MinLiBuilds","title":"实践哥MinLi: 几个prompt从0到100搓出3d细胞——AI Agent协作完整教程","summary":"实践哥MinLi 发布 AI Agent 协作完整教程，用 Helio + Claude Code/Codex 在 3-4 小时内复刻 3D 细胞教学网站（5 种细胞 29 个细胞器）。核心工作流：一条 prompt 招 3 个 AI Agent（全栈+内容+PM），全权授权 PM 不审批，人工只做 GPT image2 生图 + Tripo3D 图生 3D 两步，所有 prompt 原文公开可复制。对 AI 制片人和技术整合者来说，这是目前最完整的 AI 团队协作 SOP，新手一个下午可复现。","recommendation":"从一条 prompt 到 3D 细胞网站，3-4 小时全流程公开，做 AI 制片和工具链整合的直接抄作业，prompt 原文可复制。","href":"./2026-05-15.html#item-methods-1","url":"https://x.com/MinLiBuilds/status/2054714352129958345","tags":["agent","three_d","tutorial"],"entities":["Helio","Claude Code","Codex","GPT image2","Tripo3D"],"gist":"AI Agent 协作教程复刻 3D 细胞网站"},{"id":"2026-05-15-methods-02","date":"2026-05-15","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"国产AI视频模型横评：实测价格差6倍？！Seedance、HappyHorse、Vidu谁用起来最香？","summary":"B站UP主用同一套提示词，在漫剧、短剧、影视剧三个场景下横向实测Seedance 2.0、Happyhorse 1.0、Vidu Q3三款国产AI视频模型，对比画面质量、生成速度和价格成本，发现价格差可达6倍。对AI编导和短剧从业者来说，这是一份可以直接指导模型选型的实测参考，省去自己逐一试错的成本。","recommendation":"国产三款主流模型同场景实测，价格差6倍，做短剧和漫剧的可以直接抄作业选模型了。","href":"./2026-05-15.html#item-methods-2","url":"https://www.bilibili.com/video/BV13f5t6qEVT","tags":["video_gen","cost_open","case_study"],"entities":["Seedance 2.0","Happyhorse 1.0","Vidu Q3"],"gist":"国产 AI 视频模型横评对比价格与质量"},{"id":"2026-05-15-methods-03","date":"2026-05-15","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"AI剪辑进化到什么程度了？？「花生」","summary":"B站 UP 主深度体验花生 AI 视频创作智能体，该工具定位为面向中长视频（科普、财经、历史等）的自动化剪辑助手，核心能力包括：输入文案后自动生成素材拼接与原生 MG 动画，降低长文本转视频的素材门槛。视频中总结了三种实战玩法：对话式剪辑、逆向工程抄作业等，旨在将创作者从繁琐的素材搜索中解放出来，回归内容创作本身。","recommendation":"实测花生 AI 智能体，丢文案自动出素材和 MG 动画，做科普/财经/历史类中长视频的后期可以直接套工作流省掉找素材的苦力活。","href":"./2026-05-15.html#item-methods-3","url":"https://www.bilibili.com/video/BV1kv5j6WEwF","tags":["editing","agent","tutorial"],"entities":["花生"],"gist":"花生 AI 智能体自动剪辑与 MG 动画实测"},{"id":"2026-05-15-methods-04","date":"2026-05-15","section":"methods","sectionName":"方法与经验","source":"小红书 AI 内容搜索","title":"AI韩女棒球现场⚾️详细教程和口令来了！","summary":"小红书博主 Jenn77 发布 AI 韩女棒球现场视频教程，包含完整工作流和可复用的 prompt 口令，点赞 2313。教程覆盖从角色设定到场景生成的 AI 视频制作全流程，适合快速产出韩系风格短视频内容。","recommendation":"做 AI 短视频和角色 IP 的可以看，教程带口令，直接套用能省不少试错时间。","href":"./2026-05-15.html#item-methods-4","url":"https://www.xiaohongshu.com/explore/69ff35940000000038034d97","tags":["tutorial","video_gen","prompt","short_drama"],"entities":[],"gist":"AI韩女棒球视频制作教程与口令分享"},{"id":"2026-05-15-works-01","date":"2026-05-15","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"可灵4K风格测试：《8 LINK》原创短片","summary":"B 站 UP 主发布《8 LINK》原创短片，使用可灵 3.0 4K 模式制作，视觉由 uni-rtst 负责，音频由 WAVOXY 提供。短片为风格化测试性质，未公开具体工作流或工具栈细节，重点展示可灵 3.0 在 4K 分辨率下的画面表现力与风格化处理能力。","recommendation":"用可灵 3.0 4K 模式做的风格化短片，视觉师和编导可以拉片看 4K 出片质感、风格一致性，以及音画配合的处理方式。","href":"./2026-05-15.html#item-cases-1","url":"https://www.bilibili.com/video/BV19w5y6SEUU","tags":["video_gen","case_study","film","consistency"],"entities":["可灵"],"gist":"可灵3.0 4K模式风格化短片测试"},{"id":"2026-05-15-works-02","date":"2026-05-15","section":"cases","sectionName":"作品与案例","source":"@Web3heibai","title":"BW黑白BNB: AI制作《白蛇传1924》，两天播放破2亿+，演员面临失业","summary":"一支 AI 制作的《白蛇传 1924》风格短片在社交平台两天播放量突破 2 亿，展示了 AI 影视内容在传播端的高速增长潜力。评论区热议「演员面临失业」，反映了 AI 影视对传统表演行业的冲击预期。","recommendation":"AI 短片两天 2 亿播放，做 AI 短剧和编导的可以拉片看传播逻辑和视觉风格，制片人重点看这个量级对传统影视的冲击信号。","href":"./2026-05-15.html#item-cases-2","url":"https://x.com/Web3heibai/status/2054784138805490041","tags":["case_study","film","short_drama","industry"],"entities":[],"gist":"AI白蛇传短片两天播放破2亿"},{"id":"2026-05-16-industry-01","date":"2026-05-16","section":"industry","sectionName":"行业与平台","source":"@dotey","title":"宝玉 @dotey · 4小时 ChatGPT 和 Codex 要合二为一 OpenAI 周五对内宣布新一轮组织调整…","summary":"OpenAI 周五对内宣布组织调整，联合创始人 Greg Brockman 接管产品战略，ChatGPT、编程智能体 Codex 和 API 业务整合进同一核心产品团队，目标是将 ChatGPT 与 Codex 合并为统一体验。对 AIGC 技术整合者来说，这意味着未来 AI 编程能力可能直接嵌入对话界面，工作流编排和 Agent 工具链的接口形态将随之变化。","recommendation":"OpenAI 把 ChatGPT 和 Codex 合并成一个产品团队，做 AI 编程和 Agent 工作流的可以直接关注后续 API 和工具链变化。","href":"./2026-05-16.html#item-industry-1","url":"https://x.com/dotey/status/2055357875262730608","tags":["agent","industry"],"entities":["ChatGPT","Codex"],"gist":"OpenAI整合ChatGPT与Codex产品团队"},{"id":"2026-05-16-industry-02","date":"2026-05-16","section":"industry","sectionName":"行业与平台","source":"@HaichaoZ","title":"Haichao @HaichaoZ · 5月13日 Most slides AI create locked…","summary":"开发者 Haichao 发布开源工具 Starry Slides，专为 AI Agent 时代设计，以 HTML 为源文件，支持所见即所得编辑器直接修改，无内置模板，设计完全由输入上下文定义。解决了 AI 生成幻灯片常产生锁定格式（不可编辑）的问题。对 AIGC 技术整合者来说，这是一个可嵌入工作流的轻量级演示输出方案，适合需要批量生成可编辑演示文档的场景。","recommendation":"开源 HTML 幻灯片工具，AI 生成结果可直接编辑，做 AI 工作流编排和工具链集成的可以装起来用，省掉手动调格式的环节。","href":"./2026-05-16.html#item-industry-2","url":"https://x.com/HaichaoZ/status/2054493671769121163","tags":["agent","cost_open","tutorial"],"entities":["Starry Slides"],"gist":"开源可编辑HTML幻灯片工具Starry Slides"},{"id":"2026-05-16-industry-03","date":"2026-05-16","section":"industry","sectionName":"行业与平台","source":"@Rixhabh__","title":"Most multimodal AI models can't do this","summary":"商汤 SenseNova U1 开源多模态模型发布，支持单 prompt 生成完整三格漫画（线稿、灰度、分镜、跨格风格一致性），推理与绘图在同一空间完成，无需外部管线拼接。对漫画/分镜/视觉开发团队来说，这是目前少有的端到端漫画生成方案，开源可自部署，适合测试角色一致性和叙事连贯性。","recommendation":"一条 prompt 出完整三格漫画，线稿、灰度、分镜、跨格风格一致性全包，做漫画/分镜/视觉开发的可以直接跑开源模型试效果。","href":"./2026-05-16.html#item-industry-3","url":"https://x.com/Rixhabh__/status/2055254564530770176","tags":["image_gen","storyboard","consistency","cost_open"],"entities":["SenseNova U1"],"gist":"商汤SenseNova U1开源多模态漫画生成模型"},{"id":"2026-05-16-industry-04","date":"2026-05-16","section":"industry","sectionName":"行业与平台","source":"@MoveAI_","title":"After three years of development we are thrilled that our…","summary":"MoveAI 宣布其旗舰产品 GENESIS 已于上月上线，这是一套无标记动作捕捉系统，完全本地运行于 Nvidia GPU，无需动捕服或外部标记点，结合多项创新技术实现高精度捕捉。对 AI 动画师、虚拟角色创作者和后期团队来说，这套系统可大幅降低动捕门槛和成本，适合角色动画、虚拟人驱动等场景，但具体精度数据和价格尚未公开。","recommendation":"无标记动捕系统，本地跑在 Nvidia GPU 上，做 AI 动画和虚拟角色的可以看看精度和延迟表现。","href":"./2026-05-16.html#item-industry-4","url":"https://x.com/MoveAI_/status/2055226170879230312","tags":["performance","animation","avatar","three_d"],"entities":["GENESIS","MoveAI"],"gist":"MoveAI发布无标记动捕系统GENESIS，本地运行"},{"id":"2026-05-16-industry-05","date":"2026-05-16","section":"industry","sectionName":"行业与平台","source":"Hacker News (Top)","title":"Image-blaster: Creates 3D environments, SFX, and meshes…","summary":"Image-blaster 是一款新工具，能从单张图片自动生成 3D 环境、特效（SFX）和网格模型，在 Hacker News 上获得 116 分热度。该工具面向 3D 场景快速搭建和视觉特效生成场景，可大幅缩短从概念图到 3D 资产的制作周期。对 AI 视觉师、后期特效师和技术整合者来说，这是一个值得实测的资产生成管线，尤其适合需要快速产出 3D 背景或特效素材的短剧和 MV 项目。","recommendation":"一张图生成 3D 场景、特效和网格，做视觉开发和后期的可以装起来跑一遍，省掉手动建模和找素材的时间。","href":"./2026-05-16.html#item-industry-5","url":"https://github.com/neilsonnn/image-blaster","tags":["three_d","post_fx","image_gen"],"entities":["Image-blaster"],"gist":"Image-blaster从单图生成3D环境、特效和网格"},{"id":"2026-05-16-tools-01","date":"2026-05-16","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"Three new open-source models just landed in ComfyUI…","summary":"ComfyUI 原生集成三个新开源模型：Google DeepMind 的 Gemma 4 多模态大模型（支持文本、图像、音频、视频输入，内置逐步推理模式），Netflix 的 VOID 视频物体移除模型（可擦除阴影和反射），以及第三个未具名模型。用户可直接在 ComfyUI 节点内调用，无需额外安装或配置。","recommendation":"ComfyUI 原生接入三个新模型，后期和视觉师可以直接在节点里跑视频物体移除和阴影擦除，不用切工具。","href":"./2026-05-16.html#item-tools-1","url":"https://x.com/ComfyUI/status/2055103960571384269","tags":["post_fx","cost_open","agent"],"entities":["ComfyUI","Gemma 4","VOID"],"gist":"ComfyUI原生集成三个新开源模型，含视频物体移除"},{"id":"2026-05-16-tools-02","date":"2026-05-16","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"190M+ people already create in @Canva","summary":"HeyGen 正式集成至 Canva，用户无需离开 Canva 编辑界面即可直接添加 AI 数字人（AI avatars）到演示文稿、培训文档、社交媒体帖子和营销素材中，实现静态内容向视频化内容的直接转化。该集成面向 Canva 的 1.9 亿月活用户开放，降低了 AI 数字人视频的制作门槛。","recommendation":"HeyGen 官方集成进 Canva，做营销物料和培训视频的团队可以直接在画布里加 AI 数字人，不用切工具，省掉后期合成环节。","href":"./2026-05-16.html#item-tools-2","url":"https://x.com/HeyGen/status/2055326468960587879","tags":["avatar","commercial","agent"],"entities":["HeyGen","Canva"],"gist":"HeyGen集成Canva，可添加AI数字人到营销素材"},{"id":"2026-05-16-tools-03","date":"2026-05-16","section":"tools","sectionName":"工具与能力","source":"@LeonardoAi","title":"Pro Upscaler is our AI upscaler built for AI images","summary":"Leonardo 推出 Pro Upscaler，专为 AI 生成图像设计的放大与精修工具，支持在平台内直接完成放大、细节优化并进入生产流程，无需切换外部软件。该工具面向 AI 图像后期处理场景，提升从生成到交付的效率。","recommendation":"Leonardo 出了个专为 AI 图设计的放大工具，后期和视觉师可以直接在平台内放大精修，不用切软件了。","href":"./2026-05-16.html#item-tools-3","url":"https://x.com/LeonardoAi/status/2055241905013760202","tags":["post_fx","image_gen"],"entities":["Leonardo","Pro Upscaler"],"gist":"Leonardo推出专为AI图像设计的Pro Upscaler放大工具"},{"id":"2026-05-16-tools-04","date":"2026-05-16","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"You’ve seen it flying around your feed","summary":"Pika Labs 推出 Pika MCP 功能，内置 /baseball-trend 和 /kiss-cam 两个热门模板技能，用户可直接调用生成对应风格的 AI 视频。该功能降低了模板化视频的制作门槛，适合快速产出社交传播向的短片内容。","recommendation":"Pika 把热门模板做成 MCP 技能，做短剧和视觉创意的可以直接套用 baseball-trend 和 kiss-cam 两个模板出片，省掉自己调参的时间。","href":"./2026-05-16.html#item-tools-4","url":"https://x.com/pika_labs/status/2055342132861538478","tags":["video_gen","agent","short_drama"],"entities":["Pika","Pika MCP"],"gist":"Pika推出MCP功能，内置两个热门模板技能"},{"id":"2026-05-16-tools-05","date":"2026-05-16","section":"tools","sectionName":"工具与能力","source":"@recraftai","title":"Come taste the taste for yourself","summary":"Recraft 官方宣布 V4.1 版本已上线 Design Arena 平台，可在线体验。该版本为图像生成模型的迭代更新，具体改进点（如风格一致性、分辨率、细节质量等）未在推文中说明，需进入 Design Arena 实测对比。","recommendation":"Recraft V4.1 上线 Design Arena，做视觉和美术的可以点进去看看出图质感有没有变化。","href":"./2026-05-16.html#item-tools-5","url":"https://x.com/recraftai/status/2055257386093600817","tags":["image_gen","art_design"],"entities":["Recraft","Design Arena"],"gist":"Recraft V4.1上线Design Arena供在线体验"},{"id":"2026-05-16-methods-01","date":"2026-05-16","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"Character consistency is the bottleneck of many AI workflows","summary":"FLORAai 发布 Character Lock Technique，一种角色一致性技术方案，支持同一角色在六个不同角度下保持外观一致，可接入广告、故事板、视频、产品图等场景。该方案通过特定工作流实现，而非单一模型，适合需要批量生成角色多角度素材的创作流程。","recommendation":"FLORAai 公开了角色一致性技术方案，能跨六个角度锁定同一角色，做短剧和视觉开发的可以直接套用工作流跑一遍。","href":"./2026-05-16.html#item-methods-1","url":"https://x.com/floraai/status/2055366162213400761","tags":["consistency","control","tutorial"],"entities":["FLORAai"],"gist":"FLORAai发布角色一致性技术方案支持六角度"},{"id":"2026-05-16-methods-02","date":"2026-05-16","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"Input in dynamic shots, unique character stills and get out…","summary":"FLORAai 官方账号分享了一个角色一致性生成技巧：输入动态镜头素材和角色静态图，输出时能保持角色外观统一。推文附有具体技术链接，未公开详细参数或模型信息。对视觉师和短剧团队来说，这是一个可参考的角色一致性工作流方向，适合点开链接看具体实现方式。","recommendation":"FLORAai 分享了一个角色一致性技巧：输入动态镜头和角色静态图，输出保持统一。做角色 IP 和短剧的可以点开链接看具体工作流。","href":"./2026-05-16.html#item-methods-2","url":"https://x.com/floraai/status/2055366164268654632","tags":["consistency","control","tutorial"],"entities":["FLORAai"],"gist":"FLORAai分享动态镜头与静态图保持角色一致技巧"},{"id":"2026-05-16-works-01","date":"2026-05-16","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"《无能的郝哥》","summary":"B站UP主「增殖的发呆」发布AI短片《无能的郝哥》，播放量超672万，是近期AI视频社区的高热度作品。该片在AI角色一致性、镜头语言连贯性和叙事节奏上均有可拆解之处，适合AI短剧团队和编导作为长叙事案例参考。","recommendation":"B站近700万播放的AI短片，做AI短剧和编导的可以拉片看叙事节奏和角色一致性怎么撑起长内容。","href":"./2026-05-16.html#item-cases-1","url":"https://www.bilibili.com/video/BV1kLRXBsE84","tags":["case_study","short_drama","consistency"],"entities":[],"gist":"B站AI短片《无能的郝哥》高播放量案例拆解"},{"id":"2026-05-16-works-02","date":"2026-05-16","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"Spotlight: Origami","summary":"Luma Labs 官方发布 Spotlight 系列新作《Origami》，由创作者 Misho 使用 Luma 工具链制作，呈现两只鸟与一把剑的对峙场景，风格冷峻，动作感强。作品展示了 Luma 在角色动态和镜头语言上的表现力，未公开具体工作流细节。","recommendation":"Luma 官方 spotlight 系列新作，动作场面和角色对峙的视觉风格值得拉片，做 AI 短片和视觉开发的可以看看镜头调度怎么用单工具链出效果。","href":"./2026-05-16.html#item-cases-2","url":"https://x.com/LumaLabsAI/status/2055412172357071239","tags":["case_study","film","animation"],"entities":["Luma"],"gist":"Luma官方Spotlight新作《Origami》展示动作与镜头"},{"id":"2026-05-16-works-03","date":"2026-05-16","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"RT @DreamLabLA: Frog Game Devlog 3: From concept to…","summary":"DreamLabLA 发布 Frog Game 开发日志第三期，展示将 LumaLabs AI 生成的青蛙概念图转化为可动画游戏角色的完整流程，涉及概念设计到角色绑定与动画的管线衔接。","recommendation":"LumaLabs 官方转发的游戏开发日志，展示从 AI 生成概念图到可动角色的完整流程，做角色视觉和 3D 资产管线的可以拉片看工作流衔接。","href":"./2026-05-16.html#item-cases-3","url":"https://x.com/LumaLabsAI/status/2055353182960677290","tags":["case_study","three_d","animation"],"entities":["LumaLabs"],"gist":"游戏开发日志展示AI概念图转可动角色流程"},{"id":"2026-05-16-works-04","date":"2026-05-16","section":"cases","sectionName":"作品与案例","source":"@MayorKingAI","title":"I created a 30-second Apollo vs Ares cinematic battle","summary":"创作者@MayorKingAI 用Leonardo的GPT Image 2生成3x2故事板，Seedance 2.0动画化镜头，Suno配乐，CapCut剪辑，完成30秒阿波罗vs阿瑞斯战斗短片。工作流覆盖分镜→动画→配乐→剪辑全链路，prompt已公开。","recommendation":"30秒神话战斗短片，从分镜到成片全流程公开，做AI短片的可以拉片看Seedance 2.0的动作连贯性和镜头调度。","href":"./2026-05-16.html#item-cases-4","url":"https://x.com/MayorKingAI/status/2055302351624507705","tags":["case_study","video_gen","storyboard","audio_music","editing"],"entities":["Leonardo","GPT Image 2","Seedance 2.0","Suno","CapCut"],"gist":"30秒神话战斗短片全流程拆解"},{"id":"2026-05-17-industry-01","date":"2026-05-17","section":"industry","sectionName":"行业与平台","source":"@krea_ai","title":"RT @krea_ai: starting today Krea 2 goes live for Pro users","summary":"Krea AI 宣布 Krea 2 正式对 Pro 用户开放上线，具体新功能细节需查看官方链接。对 AI 视觉创作者和实时生成工具使用者来说，这是 Krea 平台的一次重大版本迭代，值得第一时间上手实测新能力。","recommendation":"Krea 2 正式对 Pro 用户开放，做 AI 视觉和实时生成的可以直接上手测新功能了。","href":"./2026-05-17.html#item-industry-1","url":"https://x.com/krea_ai/status/2055770789010674051","tags":["image_gen","industry"],"entities":["Krea 2"],"gist":"Krea 2 对 Pro 用户开放上线"},{"id":"2026-05-17-industry-02","date":"2026-05-17","section":"industry","sectionName":"行业与平台","source":"@MayorKingAI","title":"Drama Studio is now live on @TopviewAIhq","summary":"Topview AI 上线 Drama Studio，定位为 AI 原生短剧制作工作室，单人创作者只需提供创意，AI 自动完成编剧、导演、选角、对白、配音和剪辑全流程，实现一人工作室模式。该产品面向短剧时代，旨在降低短剧制作门槛和人力成本，目前已在 Topview AI 平台上线，具体定价和模型细节待实测验证。","recommendation":"Topview 把短剧全流程塞进一个工具，从剧本到配音到剪辑一条龙，做短剧的可以直接上手跑一遍看成品质量稳不稳。","href":"./2026-05-17.html#item-industry-2","url":"https://x.com/MayorKingAI/status/2055679779509317800","tags":["short_drama","agent","script","audio_voice","editing"],"entities":["Topview AI","Drama Studio"],"gist":"Topview 上线 AI 短剧全流程制作工具"},{"id":"2026-05-17-methods-01","date":"2026-05-17","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"A breakdown of a ComfyUI workflow that combines Seedance 2","summary":"ComfyUI 官方发布 Seedance 2.0 工作流拆解，结合 LLM prompt 设置实现电影级运动镜头效果，以墨西哥辣酱版漂浮酱料特效为案例，附完整工作流链接。对 AI 视觉师和技术整合者来说，这是官方出品的可复现节点方案，适合直接套用或改造成短剧/广告镜头模板。","recommendation":"ComfyUI 官方拆解 Seedance 2.0 工作流，带 LLM prompt 设置和完整节点链接，做 AI 视觉和短剧的可以直接跑一遍看镜头运动效果。","href":"./2026-05-17.html#item-methods-1","url":"https://x.com/ComfyUI/status/2055340439272935615","tags":["tutorial","video_gen","control","prompt"],"entities":["ComfyUI","Seedance 2.0"],"gist":"ComfyUI 官方拆解 Seedance 2.0 工作流"},{"id":"2026-05-17-methods-02","date":"2026-05-17","section":"methods","sectionName":"方法与经验","source":"@vista8","title":"向阳乔木 @vista8 · 10小时 如果有一台新的Mac电脑或Mac mini，都可以先安装Codex…","summary":"用户分享用 Codex（AI 编程助手）在新 Mac 上自动安装开发环境的经验：只需一句话指令，Codex 就能自动规划并执行 npm、GitHub CLI 等常用工具的安装流程。对技术整合者来说，这是 AI Agent 接管本地环境配置的实用案例，可减少手动搭建时间。","recommendation":"一条 Mac 新机快速装开发环境的实操技巧，技术整合者可以顺手收藏，编导/视觉/后期路过就行。","href":"./2026-05-17.html#item-methods-2","url":"https://x.com/vista8/status/2055632454489444792","tags":["agent","tutorial"],"entities":["Codex"],"gist":"用 Codex 在新 Mac 上自动装开发环境"},{"id":"2026-05-17-methods-03","date":"2026-05-17","section":"methods","sectionName":"方法与经验","source":"Hacker News (Top)","title":"SANA-WM, a 2.6B open-source world model for 1-minute 720p…","summary":"SANA-WM 是一个 2.6B 参数的开源世界模型，可直接生成 1 分钟 720p 分辨率视频，无需扩散模型或自回归架构，在 Hacker News 上获得 284 分高热度。模型权重和推理代码已开源，支持长时域一致性，适合 AI 短剧、视觉开发、导演工作流中的长镜头生成与场景连贯性测试。","recommendation":"2.6B 参数开源世界模型，直接出 1 分钟 720p 视频，做 AI 短剧和视觉开发的可以拉下来跑跑看一致性表现。","href":"./2026-05-17.html#item-methods-3","url":"https://nvlabs.github.io/Sana/WM/","tags":["video_gen","cost_open","consistency"],"entities":["SANA-WM"],"gist":"开源世界模型 SANA-WM 生成 1 分钟 720p 视频"},{"id":"2026-05-17-methods-04","date":"2026-05-17","section":"methods","sectionName":"方法与经验","source":"@pika_labs","title":"Extra help to install the Pika Skills Plugin and use the…","summary":"Pika Labs 官方发布 Pika Skills Plugin 安装指南，需先连接 Claude 与 Pika MCP，然后在 Cowork 或 Code 模式下通过自定义插件市场安装 Pika-Labs/Pika-Plugins。该插件将 Pika 视频生成能力嵌入 Claude 对话界面，实现自然语言指令直接驱动视频生成。对 AIGC 技术整合者来说，这是将视频生成工具链接入 AI 编程/Agent 工作流的标准化路径，可减少手动切换工具的开销。","recommendation":"Pika 官方出的 Claude 插件安装教程，做 AI 视频工作流整合的可以直接照着配，省去自己摸索 MCP 配置的时间。","href":"./2026-05-17.html#item-methods-4","url":"https://x.com/pika_labs/status/2055342135516471669","tags":["agent","video_gen","tutorial"],"entities":["Pika","Claude","MCP"],"gist":"Pika官方插件安装教程，集成Claude工作流"},{"id":"2026-05-17-methods-05","date":"2026-05-17","section":"methods","sectionName":"方法与经验","source":"@Rixhabh__","title":"Anthropic just showed a 24-minute workshop on how to…","summary":"Anthropic 发布了一期 24 分钟的官方提示词工作坊视频，由 Claude 核心团队亲自讲解，内容涵盖 prompt 结构设计、角色设定、上下文管理、输出格式控制等实用技巧。视频免费公开，无需注册或付费。对 AI 编导、短剧从业者和技术整合者来说，这是直接来自模型开发方的第一手 prompt 方法论，可用于优化角色一致性 prompt、批量生成脚本的模板设计，以及 Agent 工作流中的指令编排。","recommendation":"Anthropic 官方出的 Claude 提示词工作坊，24 分钟，免费无门槛。做 AI 短剧和工具链整合的可以直接拿里面的方法优化自己的 prompt 模板，省掉自己试错的时间。","href":"./2026-05-17.html#item-methods-5","url":"https://x.com/Rixhabh__/status/2055540061496893653","tags":["prompt","tutorial","agent"],"entities":["Claude"],"gist":"Anthropic官方提示词工作坊，提升prompt技巧"},{"id":"2026-05-17-works-01","date":"2026-05-17","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【AI MV】十一年了，该给《牵丝戏》一个MV了","summary":"B站UP主神探丐洛特使用即梦和UPDREAM两款AI工具，为银临与Aki阿杰的经典古风歌曲《牵丝戏》制作了一支AI MV。创作者自述投入约2万Seedance积分，并调整了原曲的背景故事。作品展示了AI在音乐可视化、古风视觉风格还原以及歌词与画面动态匹配上的应用尝试，是AI MV创作的一次高成本实践案例。","recommendation":"用即梦和UPDREAM给经典古风歌《牵丝戏》做了支AI MV，烧了2万Seedance积分。做AI MV和视觉叙事的可以拉片看风格一致性处理和歌词画面匹配。","href":"./2026-05-17.html#item-cases-1","url":"https://www.bilibili.com/video/BV1Cu5B6DEk3","tags":["mv","video_gen","case_study"],"entities":["即梦","UPDREAM","Seedance"],"gist":"用AI工具制作古风歌曲MV的实践案例"},{"id":"2026-05-17-works-02","date":"2026-05-17","section":"cases","sectionName":"作品与案例","source":"@MrLarus","title":"Larus Canus @MrLarus · 11小时 震撼来袭！ AI一键生成14秒电影级《降龙十八掌》，硬派武侠…","summary":"创作者 @MrLarus 发布 14 秒 AI 生成武侠短片《降龙十八掌》，主打硬派武侠风格，强调真实重量感、发力链条与龙形掌劲的视觉化呈现，画面质感接近电影级，评论区附有故事板提示词拆解。未公开具体工具栈或工作流细节。","recommendation":"AI 武侠短片 demo，14 秒打斗镜头，做 AI 短剧和视觉的可以拉片看动作重量感和龙形掌劲的视觉化处理，评论区有故事板提示词可拆解。","href":"./2026-05-17.html#item-cases-2","url":"https://x.com/MrLarus/status/2055610537107484853","tags":["video_gen","case_study","storyboard"],"entities":[],"gist":"AI生成武侠短片，展示动作视觉化效果"},{"id":"2026-05-17-works-03","date":"2026-05-17","section":"cases","sectionName":"作品与案例","source":"@CharaspowerAI","title":"This entire 2-minute cinematic sequence came from ONE prompt","summary":"Higgsfield Supercomputer 展示一条提示词生成完整2分钟电影级片段的能力，涵盖剧本、场景、音频、剪辑和转场，实现从创意到成片的端到端自动化生产。该案例验证了AI在短剧和长叙事内容中替代传统多环节工作流的可行性。","recommendation":"一条提示词生成整段2分钟电影级片段，从剧本到剪辑到音效全包，做AI短剧和编导的直接拉片看叙事连贯性。","href":"./2026-05-17.html#item-cases-3","url":"https://x.com/CharaspowerAI/status/2055276756659994678","tags":["video_gen","case_study","agent"],"entities":["Higgsfield Supercomputer"],"gist":"单提示词生成完整电影级片段，端到端自动化"},{"id":"2026-05-17-works-04","date":"2026-05-17","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【NOA+】天使下凡belike: 虚拟偶像noaplus出道曲 NOA SAYS | 诺亚说 - MV 【AI偶像】","summary":"B 站 UP 主发布 AI 虚拟偶像 NOA+ 出道曲 MV《NOA SAYS》，延续此前科幻惊悚短片《以母之名》的世界观与女主角 Noa 的故事线。MV 以“天启四骑士”为视觉主题，呈现未来世界中“母神”载体审判世人的叙事片段。作品展示了 AI 角色 IP 的跨作品叙事延续能力，以及同一角色在不同体裁（短片 vs MV）中的视觉风格一致性处理。","recommendation":"AI 虚拟偶像出道曲 MV，延续《以母之名》世界观，做 AI 短剧和角色 IP 的可以拉片看叙事延续和视觉风格统一怎么处理。","href":"./2026-05-17.html#item-cases-4","url":"https://www.bilibili.com/video/BV1fkL36TETo","tags":["mv","avatar","consistency"],"entities":["NOA+"],"gist":"AI虚拟偶像MV，延续角色世界观与风格"},{"id":"2026-05-18-methods-01","date":"2026-05-18","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"RT @Rames_Jusso: Codex is now a video editor","summary":"Codex 编辑器通过 HyperFrames 和 HeyGen 插件实现视频编辑功能，支持生成数字人形象、TTS 语音覆盖层等，将 AI 角色生成与剪辑工作流打通。对后期和短剧团队来说，这意味着不用切工具就能在剪辑时间线上直接调用数字人素材，减少跨软件搬运和合成步骤，适合批量制作带虚拟角色的短视频或短剧内容。","recommendation":"Codex 编辑器插件化，接上 HyperFrames 和 HeyGen 就能在剪辑软件里直接生成数字人配音和 TTS 覆盖层，后期和短剧团队可以装起来跑一遍工作流。","href":"./2026-05-18.html#item-methods-1","url":"https://x.com/HeyGen/status/2056047146483519498","tags":["editing","avatar","audio_voice","agent","short_drama"],"entities":["Codex","HyperFrames","HeyGen"],"gist":"Codex编辑器集成数字人与TTS实现剪辑工作流"},{"id":"2026-05-18-methods-02","date":"2026-05-18","section":"methods","sectionName":"方法与经验","source":"@krea_ai","title":"RT @VictorInFocus: Here's the Krea 2 moodboard if anyone…","summary":"Krea AI 官方转发用户 VictorInFocus 分享的 Krea 2 moodboard 模板链接，供创作者直接套用同一视觉语言进行实验。该 moodboard 可用于风格参考、角色一致性测试或画面调性统一，适合视觉开发阶段快速对齐审美方向。","recommendation":"Krea 2 的 moodboard 模板公开了，做视觉风格参考和角色一致性测试的可以直接拿来跑一遍，省掉自己搭 prompt 的时间。","href":"./2026-05-18.html#item-methods-2","url":"https://x.com/krea_ai/status/2055444814108520468","tags":["art_design","consistency","prompt"],"entities":["Krea 2"],"gist":"Krea 2 moodboard模板用于风格参考与一致性测试"},{"id":"2026-05-18-methods-03","date":"2026-05-18","section":"methods","sectionName":"方法与经验","source":"@heyglif","title":"RT @saq1b_: holy shit","summary":"@heyglif 用户 saq1b_ 发推称，仅用一条 prompt 通过 @heyglif 的 agent 工具直接生成了产品发布视频，无需后期剪辑或分步操作。prompt 原文已附在评论区。该案例展示了 AI agent 在视频生成工作流中的端到端能力，从创意到成片一步到位，对追求效率的创作者有参考价值。","recommendation":"用 @heyglif 的 agent 一条 prompt 生成产品发布视频，做 AI 短剧和视觉的可以点开看 prompt 怎么写的，省掉后期剪辑流程。","href":"./2026-05-18.html#item-methods-3","url":"https://x.com/heyglif/status/2055529714295427083","tags":["agent","video_gen","prompt"],"entities":["heyglif"],"gist":"heyglif agent一条prompt生成产品发布视频"},{"id":"2026-05-18-methods-04","date":"2026-05-18","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"This entire video was made by an AI agent","summary":"创作者 @CharaspowerAI 发布一条推文，声称整支视频（视觉、音频、叙事）均由 AI Agent 自动完成，用户仅提供 brief。推文附有完整工作流拆解链接，但未公开具体工具栈或 Agent 架构细节。对 AI 编导和后期来说，这是全自动出片工作流的早期参考案例，值得点开链接看具体拆解步骤。","recommendation":"AI Agent 全自动出片，从视觉到音频到叙事一条龙，做短剧和后期的工作流参考，点开看拆解。","href":"./2026-05-18.html#item-methods-4","url":"https://x.com/CharaspowerAI/status/2054600222203073007","tags":["agent","video_gen","audio_voice","script"],"entities":[],"gist":"AI Agent全自动完成视频制作全流程案例"},{"id":"2026-05-18-methods-05","date":"2026-05-18","section":"methods","sectionName":"方法与经验","source":"小红书 AI 内容搜索","title":"Codex + hyperframe一句话生成产品宣传片","summary":"小红书博主分享用 Codex 生成产品宣传片脚本，再配合 hyperframe 直接出片的完整工作流。核心是 Codex 负责叙事结构和分镜描述，hyperframe 负责视觉生成，一条 prompt 走完从文案到成片。适合快速出产品 demo 或品牌短片，省掉中间反复改 prompt 的环节。","recommendation":"用 Codex 写脚本 + hyperframe 出片，一条 prompt 走完产品宣传片全流程，做 AI 编导和视觉的可以收藏当模板用。","href":"./2026-05-18.html#item-methods-5","url":"https://www.xiaohongshu.com/explore/6a006942000000003803647f","tags":["script","video_gen","commercial","agent"],"entities":["Codex","hyperframe"],"gist":"Codex写脚本配合hyperframe生成产品宣传片"},{"id":"2026-05-18-works-01","date":"2026-05-18","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【魔兽电影-杜隆塔尔的建立】因为想看魔兽电影就只能自己做了-魔兽Ai电影计划","summary":"B站UP主发布《魔兽电影-杜隆塔尔的建立》AI短片系列新一集，重制了前期剧情以提升连贯性，并公开征集玩家角色形象加入剧集。该系列为个人独立制作的魔兽同人AI电影计划，持续更新中，展示了AI在长叙事、角色一致性和系列化内容生产上的应用尝试。","recommendation":"魔兽同人AI电影系列更新，做AI短剧和长叙事项目的可以拉片看角色一致性和跨集叙事衔接怎么处理。","href":"./2026-05-18.html#item-cases-1","url":"https://www.bilibili.com/video/BV1UwLH6LENL","tags":["film","consistency","animation","case_study"],"entities":[],"gist":"魔兽同人AI电影系列展示长叙事与角色一致性"},{"id":"2026-05-18-works-02","date":"2026-05-18","section":"cases","sectionName":"作品与案例","source":"@Rixhabh__","title":"This AI video hit 10M views in 48 hours on IG https://t","summary":"一条 AI 生成的视频在 Instagram 上发布 48 小时内获得 1000 万次播放，来源为个人创作者 @Rixhabh__，具体内容、题材、工具栈及视觉风格未公开。该数据验证了 AI 短片在社交平台上的传播潜力，对短剧团队和视觉创作者有参考价值。","recommendation":"AI 短片在 IG 上 48 小时破千万播放，做短剧和视觉的可以点开看看，拆一下它为什么能跑出这个数据。","href":"./2026-05-18.html#item-cases-2","url":"https://x.com/Rixhabh__/status/2055982146893029547","tags":["case_study","short_drama","film"],"entities":[],"gist":"AI短片在IG 48小时破千万播放的案例"},{"id":"2026-05-18-works-03","date":"2026-05-18","section":"cases","sectionName":"作品与案例","source":"@LuBtc888","title":"0x鸣人 @LuBtc888 · 11小时 现在的AI电影内卷程度实在超乎想象…","summary":"AI 短片《The Patchwright》目前全球播放量排名第二，赛博朋克风格，画面精细度和阴郁华丽质感突出，视觉冲击力强。剧情围绕老年机器人寻回树木记忆展开，结局反转。该片未公开具体工作流或工具栈，但视觉风格和叙事节奏可作为 AI 短剧和视觉创作的参考案例。","recommendation":"AI 短片《The Patchwright》全球播放量第二，赛博朋克视觉质感拉满，做 AI 短剧和视觉的可以拉片看画面精细度和氛围营造。","href":"./2026-05-18.html#item-cases-3","url":"https://x.com/LuBtc888/status/2055982161753518109","tags":["case_study","film","art_design"],"entities":["The Patchwright"],"gist":"AI短片The Patchwright赛博朋克视觉与叙事拆解"},{"id":"2026-05-18-works-04","date":"2026-05-18","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【原创】《间谍王后》诺蕾特角色PV（CV：赵爽）【up动画】","summary":"B 站 UP 主发布 AI 动画短片《间谍王后》角色 PV，全程使用 updream 创作，CV 赵爽配音。短片定位宫廷喜剧，主打角色一致性（王后形象贯穿全片）与配音-画面同步，未公开具体工作流或工具参数。","recommendation":"AI 短剧角色 PV，全程用 updream 生成，做短剧和角色 IP 的可以拉片看角色一致性和配音配合度。","href":"./2026-05-18.html#item-cases-4","url":"https://www.bilibili.com/video/BV1Vi5Q66EeG","tags":["animation","consistency","avatar"],"entities":["updream"],"gist":"AI动画短片角色PV展示一致性与配音同步"},{"id":"2026-05-19-industry-01","date":"2026-05-19","section":"industry","sectionName":"行业与平台","source":"@recraftai","title":"Recraft V4","summary":"Recraft 官方发布 V4.1 版本，并与 GPT Image 2 进行同 prompt 出片对比。对比显示两者在氛围、构图、色彩处理和细节表现上差异显著，官方提供了更多对比案例链接。该更新面向 AI 视觉创作场景，适合美术总设和视觉师评估风格一致性及出片质感。","recommendation":"Recraft V4.1 和 GPT Image 2 的同一 prompt 出片对比，视觉师和美术总设可以直接拿来做风格参考和选型依据。","href":"./2026-05-19.html#item-industry-1","url":"https://x.com/recraftai/status/2056309238415126811","tags":["image_gen","art_design","tutorial"],"entities":["Recraft","GPT Image 2"],"gist":"Recraft V4.1与GPT Image 2出片对比"},{"id":"2026-05-19-industry-02","date":"2026-05-19","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"RT @Designarena: UNI-1","summary":"LumaLabs 发布 UNI-1.1 模型更新，重点提升参考图生成（reference-based generation）、电影级构图（cinematic composition）和风格一致性编辑（style-consistent editing）能力，支持多主体处理。该模型已集成至 Luma 平台及 Envato 图库生态，面向视觉开发、角色 IP 和短剧批量生产场景。","recommendation":"Luma 的 UNI-1.1 在参考图生成、电影构图和风格一致性编辑上又升了一档，做视觉开发和短剧角色 IP 的可以直接上手测参考图生成和风格编辑的稳定性。","href":"./2026-05-19.html#item-industry-2","url":"https://x.com/LumaLabsAI/status/2056497310121828695","tags":["image_gen","consistency","control"],"entities":["Luma","UNI-1.1","Envato"],"gist":"Luma UNI-1.1提升参考图生成与风格一致性"},{"id":"2026-05-19-industry-03","date":"2026-05-19","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"The best features speak for themselves","summary":"Luma Labs 发布 Luma Agents，基于品牌素材自动生成定向广告变体和整套视觉识别元素（Logo、配色、版式等），同一支素材可批量产出 N 个投放版本，UNI-1 模型同步开放 API 并已集成到 Envato 图库生态。","recommendation":"Luma 把产品视觉生成自动化了，给一段素材就能批量出不同投放版本，做短剧和广告的可以直接套用省掉重剪环节。","href":"./2026-05-19.html#item-industry-3","url":"https://x.com/LumaLabsAI/status/2056488529983656179","tags":["agent","commercial","image_gen"],"entities":["Luma Agents","UNI-1","Envato"],"gist":"Luma Agents自动生成广告变体与视觉识别"},{"id":"2026-05-19-industry-04","date":"2026-05-19","section":"industry","sectionName":"行业与平台","source":"@bfl_ml","title":"The official FLUX MCP","summary":"Black Forest Labs 发布官方 FLUX MCP（Model Context Protocol），支持在 Claude、Cursor、Hermes 等 AI 编程/Agent 工具内直接调用 FLUX 模型生成图像。系统自动根据请求路由到合适的 FLUX 模型（Klein 用于快速草稿，Pro 用于生产级资产），并内置专家级提示词优化。适用于网站视觉、广告素材等场景的自动化图像生成工作流。","recommendation":"FLUX 官方 MCP 上线，AI 视觉师和技术整合者可以直接在 Claude、Cursor 里用自然语言调 FLUX 出图，从草稿到成品不用切窗口。","href":"./2026-05-19.html#item-industry-4","url":"https://x.com/bfl_ml/status/2056418895528108505","tags":["image_gen","agent","prompt"],"entities":["FLUX","MCP","Claude","Cursor","Hermes"],"gist":"FLUX官方MCP支持在编程工具内调用图像生成"},{"id":"2026-05-19-industry-05","date":"2026-05-19","section":"industry","sectionName":"行业与平台","source":"@krea_ai","title":"Krea 2 is now available to everyone","summary":"Krea 2 正式向所有用户开放，同时 Basic、Pro、Max、Business 订阅用户可享受无限免费生成。Krea 以实时 AI 图像生成和编辑能力著称，支持风格迁移、实时绘画、图像放大等，新版在生成质量和速度上有明显提升。对 AI 视觉师和美术总设来说，不限量意味着可以大量测试风格一致性、角色视觉开发，无需担心成本；短剧团队也可用于批量生成场景概念图和角色定妆照，加速前期视觉开发流程。","recommendation":"Krea 2 正式开放，生成不限量，做视觉开发和短剧美术的可以直接上手跑风格测试，省掉按次计费的焦虑。","href":"./2026-05-19.html#item-industry-5","url":"https://x.com/krea_ai/status/2056381934742483217","tags":["image_gen","cost_open","art_design"],"entities":["Krea 2"],"gist":"Krea 2开放无限生成，适合风格测试和视觉开发"},{"id":"2026-05-19-tools-01","date":"2026-05-19","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Runway Characters can now take actions, not just speak","summary":"Runway 为其实时视频角色（Characters）新增工具调用（tool calling）能力，角色不再仅限于对话，而是能根据用户指令执行具体动作（如调用外部工具完成任务）。该功能通过实时视频 Agent 实现，已开放集成文档供开发者接入产品。对 AI 编导和短剧团队来说，这意味着角色可以驱动剧情推进而非仅作为对话界面，为交互式叙事和自动化短剧生产提供了新的技术基础。","recommendation":"Runway 角色从「能说话」进化到「能干活」，编导和短剧团队可以直接用它做交互式叙事测试，技术整合者可以接 API 看 tool calling 的落地效果。","href":"./2026-05-19.html#item-tools-1","url":"https://x.com/runwayml/status/2056375781765386350","tags":["agent","avatar","short_drama"],"entities":["Runway"],"gist":"Runway角色新增工具调用，可执行动作驱动剧情"},{"id":"2026-05-19-tools-02","date":"2026-05-19","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Avatar V now takes direction","summary":"HeyGen 为 Avatar V 数字人新增 Custom Motion 功能，支持通过文本指令控制角色的特定动作、表情和视线，例如关键点前身体前倾、强调时微笑、结尾竖大拇指等，无需后期逐帧调整。该功能直接面向 AI 编导和短剧团队，可大幅提升虚拟角色表演的精准度和制作效率。","recommendation":"HeyGen 给数字人加了导演指令，直接打字就能控制微表情和动作，做虚拟角色对话和 AI 短剧的可以上手试一周，看能不能省掉后期逐帧调表情的功夫。","href":"./2026-05-19.html#item-tools-2","url":"https://x.com/HeyGen/status/2056416387757990032","tags":["avatar","performance","lipsync"],"entities":["HeyGen","Avatar V"],"gist":"HeyGen数字人支持文本控制动作表情和视线"},{"id":"2026-05-19-tools-03","date":"2026-05-19","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Try Custom Motion: https://t","summary":"HeyGen 官方推文宣布推出 Custom Motion 功能，推文仅含链接，无具体参数或能力说明。该功能可能允许用户自定义数字人动画中的运动轨迹或动作细节，具体能力需查看链接页面。","recommendation":"HeyGen 新功能，做数字人动画的可以点开链接看具体能自定义哪些运动参数，适合视觉和后期团队试玩。","href":"./2026-05-19.html#item-tools-3","url":"https://x.com/HeyGen/status/2056416389381181595","tags":["avatar","performance"],"entities":["HeyGen","Custom Motion"],"gist":"HeyGen推出Custom Motion功能，可自定义动作"},{"id":"2026-05-19-tools-04","date":"2026-05-19","section":"tools","sectionName":"工具与能力","source":"@Skywork_ai","title":"Save any workflow you use more than once as a Skill with…","summary":"Skywork 推出 Skills 功能，允许用户将重复使用的 AI 工作流保存为可复用的 Skill，下次直接调用自动运行。该功能旨在将日常操作转化为自动化工具，减少重复劳动，适用于批量内容生产、后期处理等场景。","recommendation":"Skywork 把重复工作流一键存成 Skill，下次自动跑。做短剧批量出片、后期自动处理的团队可以接 API 测一周，看能省多少人工环节。","href":"./2026-05-19.html#item-tools-4","url":"https://x.com/Skywork_ai/status/2056386214102794684","tags":["agent","tutorial"],"entities":["Skywork","Skill"],"gist":"Skywork支持将重复工作流保存为Skill自动运行"},{"id":"2026-05-19-tools-05","date":"2026-05-19","section":"tools","sectionName":"工具与能力","source":"@Skywork_ai","title":"The pattern:","summary":"Skywork 推出 Custom Skills 功能，用户可将完成的工作流一键保存为自定义 Skill，后续在类似场景中直接复用，与官方和开源 Skill 并列。该功能旨在将个人工作流沉淀为可复用的工具包，降低重复搭建成本。对 AIGC 技术整合者和短剧团队来说，这意味着批量生产场景下的工作流标准化和效率提升，适合需要高频复现同一创作流程的团队接入测试。","recommendation":"Skywork 把工作流打包成可复用的 Skill，做 AI 短剧和批量创作的可以一键存流程、下次直接跑，省掉重复搭节点的时间。","href":"./2026-05-19.html#item-tools-5","url":"https://x.com/Skywork_ai/status/2056386216753520990","tags":["agent","industry","short_drama"],"entities":["Skywork"],"gist":"Skywork推出Custom Skills功能，工作流可复用"},{"id":"2026-05-19-methods-01","date":"2026-05-19","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"LTX开启导演模式！切镜运镜！随心所动！","summary":"LTX 视频模型推出导演模式，支持切镜与运镜控制，用户可通过 ComfyUI 工作流实现镜头语言编排。RH 运行地址、工作流及节点文件已公开，附 WhatDreamsCost 项目 GitHub 链接。对 AI 编导和短剧团队来说，该模式降低了手动分镜拼接成本，可直接套用工作流测试镜头一致性，适合批量出片场景。","recommendation":"LTX 视频模型新增导演模式，支持切镜和运镜控制，做 AI 短剧和视频的可以直接跑工作流试效果，看废片率降了多少。","href":"./2026-05-19.html#item-methods-1","url":"https://www.bilibili.com/video/BV1zu5a64EU6","tags":["video_gen","camera","control","tutorial"],"entities":["LTX","ComfyUI","WhatDreamsCost"],"gist":"LTX导演模式支持切镜运镜控制"},{"id":"2026-05-19-methods-02","date":"2026-05-19","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"借《丧尸清道夫》创意用AI做了原创短片！国产“爱死机”既视感！手把手教学，全程干货无废话！轻松学会！","summary":"B 站 UP 主发布 AI 原创短片《丧尸清道夫》制作教程，以国产“爱死机”风格为定位，全程手把手拆解从创意到成片的工作流，涵盖 AI 视频生成、角色一致性、镜头衔接等关键环节，并附有籽料领取和答疑入口。对 AI 编导和视觉师来说，这是一套可直接复用的短剧级生产流程，适合跟着实操跑通全链路。","recommendation":"UP 主用《丧尸清道夫》创意做了条国产爱死机风格的 AI 短片，全程手把手拆工作流，做 AI 短剧和视觉的可以直接跟着跑一遍流程。","href":"./2026-05-19.html#item-methods-2","url":"https://www.bilibili.com/video/BV1LkLE6HEZV","tags":["tutorial","case_study","short_drama","consistency"],"entities":[],"gist":"AI原创短片《丧尸清道夫》制作教程"},{"id":"2026-05-19-methods-03","date":"2026-05-19","section":"methods","sectionName":"方法与经验","source":"小红书 AI 内容搜索","title":"3万人看过的把小说改成AI互动游戏 教程来了","summary":"小红书博主「山音」发布视频教程，讲解如何将小说改编为 AI 互动游戏，涵盖从文本拆解、角色设定、分支剧情设计到 AI 工具串联的完整工作流。视频获 800 点赞、3 万观看，社区验证了该方法的实用性。对做 AI 短剧、互动叙事或 IP 衍生游戏的创作者来说，这是一套可直接复用的低成本生产链路。","recommendation":"把小说转成互动游戏的工作流拆解，做 AI 短剧和互动叙事的可以直接套用，省掉自己试错的时间。","href":"./2026-05-19.html#item-methods-3","url":"https://www.xiaohongshu.com/explore/6a0aca9b0000000006021c0c","tags":["tutorial","script","agent","short_drama"],"entities":[],"gist":"小说改编AI互动游戏教程"},{"id":"2026-05-19-methods-04","date":"2026-05-19","section":"methods","sectionName":"方法与经验","source":"小红书 AI 内容搜索","title":"🇰🇷ins爆火的韩国棒球场视频教程强势来袭！","summary":"小红书博主「小黄同学」发布韩国棒球场风格 AI 视频教程，基于可灵 AI 工具链，拆解从 prompt 到成片的完整工作流，包含镜头调度、色彩风格和动态效果的关键参数设置。教程获 2.3 万点赞，社区验证度高。","recommendation":"小红书 2.3 万赞的棒球场视频教程，用可灵 AI 复刻 ins 爆款风格，做视觉和短剧的可以直接套工作流跑一遍出片效果。","href":"./2026-05-19.html#item-methods-4","url":"https://www.xiaohongshu.com/explore/6a002d740000000008024b1d","tags":["tutorial","video_gen","prompt","color"],"entities":["可灵"],"gist":"韩国棒球场风格AI视频教程"},{"id":"2026-05-19-methods-05","date":"2026-05-19","section":"methods","sectionName":"方法与经验","source":"小红书 AI 内容搜索","title":"《国产爱死机》AI工作流拆解","summary":"小红书博主「喵笔三花」发布图文教程，拆解《国产爱死机》风格 AI 短片的工作流，涵盖从分镜设计、角色一致性控制到后期合成的关键步骤，点赞 1894。未公开具体工具链或模型参数，但提供了可参考的风格化处理思路和流程框架。","recommendation":"小红书热帖，拆解《国产爱死机》风格化 AI 短片的工作流，做 AI 短剧和视觉的可以当风格模板和流程参考来用。","href":"./2026-05-19.html#item-methods-5","url":"https://www.xiaohongshu.com/explore/6a093a8a000000000702fbfe","tags":["tutorial","case_study","short_drama","storyboard"],"entities":[],"gist":"《国产爱死机》风格AI短片工作流拆解"},{"id":"2026-05-19-works-01","date":"2026-05-19","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"第33集《终末的牢武神》第六章（合集）元歌VS亚连 本视频由#即梦 seedance2…","summary":"B站UP主发布《王者荣耀》同人AI短剧《终末的牢武神》第六章合集，使用即梦Seedance 2.0制作，聚焦元歌与亚连的对战剧情。该系列为王者IP创作团作品，验证了Seedance 2.0在游戏IP角色一致性、连续叙事和打斗场景生成上的能力，适合做IP改编和AI短剧的创作者参考其工作流与视觉风格。","recommendation":"王者IP同人AI短剧，用Seedance 2.0做角色对战和连续叙事，做IP改编和短剧的可以拉片看角色一致性和打斗镜头处理。","href":"./2026-05-19.html#item-cases-1","url":"https://www.bilibili.com/video/BV1jPL36PENp","tags":["short_drama","video_gen","consistency","case_study"],"entities":["即梦","Seedance 2.0"],"gist":"王者IP同人AI短剧用Seedance 2.0制作"},{"id":"2026-05-19-works-02","date":"2026-05-19","section":"cases","sectionName":"作品与案例","source":"@HeyGen","title":"Prompt:","summary":"HeyGen 发布一支 15 秒 AI 生成短片 demo，主角 Laura（数字人模板）在 Central Asian 沙漠集市中穿行，场景包含古代商摊和骆驼商队。短片展示了数字人在复杂环境中的角色一致性、光影融合与运动调度能力，未公开具体工作流或工具栈。","recommendation":"HeyGen 用自家数字人模板跑了一支 15 秒沙漠集市 demo，视觉师和编导可以拉片看角色一致性、光影融合和场景调度，做数字人 IP 的当风格参考。","href":"./2026-05-19.html#item-cases-2","url":"https://x.com/HeyGen/status/2056505491950596187","tags":["avatar","video_gen","consistency","case_study"],"entities":["HeyGen"],"gist":"HeyGen数字人短片展示角色一致性与光影"},{"id":"2026-05-19-works-03","date":"2026-05-19","section":"cases","sectionName":"作品与案例","source":"@HeyGen","title":"Best AI Agent Use Case ($1000): FrameLab","summary":"HeyGen 公布最佳 AI Agent 用例获奖作品 FrameLab，唯一提交了完整 SwiftUI 应用、真实 PostHog 查询基础设施和 5 阶段管线（数据→视频→Slack 推送）的参赛项目。该管线实现了从数据采集到 AI 视频生成再到自动分发的全链路自动化，适合需要批量生产 AI 视频内容的团队参考其工作流编排思路。","recommendation":"一个从数据到视频到 Slack 全自动的 AI Agent 管线，做 AI 短剧批量生产和工具链整合的可以拆开看 5 阶段怎么串的。","href":"./2026-05-19.html#item-cases-3","url":"https://x.com/HeyGen/status/2056488746548408819","tags":["agent","video_gen","case_study"],"entities":["HeyGen","FrameLab"],"gist":"FrameLab实现数据到视频全自动管线"},{"id":"2026-05-19-works-04","date":"2026-05-19","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"AI短片 《僵尸清道妇 VESPER-9》 预告，国产“爱死机”本视频由 seedance ｜ happyhorse…","summary":"B站UP主发布AI短片《僵尸清道妇 VESPER-9》预告，使用Seedance 2.0、HappyHorse、Image2等工具创作，赛博朋克+僵尸题材，主打国产“爱死机”风格，视觉风格和镜头调度有参考价值，未公开具体工作流或制作细节。","recommendation":"国产AI短片预告，赛博朋克+僵尸题材，视觉风格和镜头调度有看头，做AI短剧和视觉开发的可以拉片拆解Seedance 2.0的角色一致性和画面质感。","href":"./2026-05-19.html#item-cases-4","url":"https://www.bilibili.com/video/BV1qe5y6ZETM","tags":["short_drama","video_gen","case_study"],"entities":["Seedance 2.0","HappyHorse","Image2"],"gist":"国产AI短片预告展示赛博朋克僵尸风格"},{"id":"2026-05-20-industry-01","date":"2026-05-20","section":"industry","sectionName":"行业与平台","source":"@FlowbyGoogle","title":"Google Flow @FlowbyGoogle · 2小时 (1/7) From an idea… to…","summary":"Google 发布 Flow Agent 产品，将 Gemini 模型智能与项目理解能力结合，帮助用户从创意到落地。官方推文列出 5 种使用方式，但未公开具体功能细节、API 接入方式或定价。该产品面向项目级 AI 协作场景，适用于创意开发、内容生产等流程。","recommendation":"Google 把 Gemini 模型能力打包成项目级 Agent，从创意到落地一条线。做 AI 短剧和技术整合的可以蹲后续看它怎么理解项目上下文、能不能接创作工作流。","href":"./2026-05-20.html#item-industry-1","url":"https://x.com/FlowbyGoogle/status/2056845342927376882","tags":["agent","industry"],"entities":["Google Flow","Gemini"],"gist":"Google发布Flow Agent项目级协作产品"},{"id":"2026-05-20-industry-02","date":"2026-05-20","section":"industry","sectionName":"行业与平台","source":"@GoogleDeepMind","title":"We’re rolling out 3","summary":"Google DeepMind 在 Google I/O 上宣布向所有 Gemini App 用户和 Google 搜索 AI Mode 推送 3.5 Flash 模型。开发者可通过 Antigravity 平台和 Google AI Studio 的 Gemini API 直接调用。3.5 Flash 是 Google 轻量级推理模型，主打低延迟和高吞吐，适用于 Agent 工作流、实时对话、编程辅助等场景。","recommendation":"Google 把 3.5 Flash 铺到 Gemini App 和搜索 AI Mode，开发者还能在 Antigravity 和 AI Studio 里直接调 API。做 AI 编程和 Agent 工作流的可以接 API 测一周，看推理速度和成本控制有没有质变。","href":"./2026-05-20.html#item-industry-2","url":"https://x.com/GoogleDeepMind/status/2056787992363372606","tags":["agent","industry"],"entities":["Gemini 3.5 Flash","Antigravity","Google AI Studio"],"gist":"Gemini 3.5 Flash向所有用户推送"},{"id":"2026-05-20-industry-03","date":"2026-05-20","section":"industry","sectionName":"行业与平台","source":"@GoogleDeepMind","title":"Gemini 3","summary":"Google DeepMind 发布 Gemini 3.5 Flash，性能对标一线模型但价格更低。核心能力：跨大规模代码库的规划与推理、并行部署子 Agent 执行长周期任务，在编程和 Agent 场景上超越前代 3.1 Pro。已开放 API 调用。","recommendation":"Google 把 Gemini 3.5 Flash 的推理和 Agent 能力拉到新高度，价格还比竞品低一截。做 AI 编程和自动化工作流的可以直接接 API 测一周，看长任务并行处理稳不稳。","href":"./2026-05-20.html#item-industry-3","url":"https://x.com/GoogleDeepMind/status/2056787990110994511","tags":["agent","industry"],"entities":["Gemini 3.5 Flash"],"gist":"Gemini 3.5 Flash发布，主打编程与Agent场景"},{"id":"2026-05-20-industry-04","date":"2026-05-20","section":"industry","sectionName":"行业与平台","source":"@GoogleDeepMind","title":"You can try Gemini Omni Flash - the first model in the Omni…","summary":"Google DeepMind 发布 Gemini Omni Flash，为 Omni 系列首款模型，已上线 Gemini App、Flow by Google 及 YouTube Shorts，支持多模态理解与生成。未来数周内将通过 API 开放。","recommendation":"Google 首个 Omni 系列模型上线，多模态理解+生成一步到位，做 AI 短剧和工具链整合的可以蹲 API 开放后实测效果。","href":"./2026-05-20.html#item-industry-4","url":"https://x.com/GoogleDeepMind/status/2056786456404783319","tags":["video_gen","agent","industry"],"entities":["Gemini Omni Flash"],"gist":"Gemini Omni Flash多模态模型上线"},{"id":"2026-05-20-industry-05","date":"2026-05-20","section":"industry","sectionName":"行业与平台","source":"@GoogleAIStudio","title":"it wouldn’t be a Google I/O without new models dropping","summary":"Google 在 I/O 大会发布 Gemini 3.5 Flash 模型，定位为 Agent 和编程场景提供前沿性能，擅长处理复杂长周期任务，已通过 Gemini API 在 Google AI Studio 开放调用。","recommendation":"Google I/O 首发 Gemini 3.5 Flash，主打 Agent 和编程场景的长任务推理，做 AI 工作流编排和工具链集成的可以直接接 API 测一周。","href":"./2026-05-20.html#item-industry-5","url":"https://x.com/GoogleAIStudio/status/2056788448519049410","tags":["agent","industry"],"entities":["Gemini 3.5 Flash"],"gist":"I/O大会发布Gemini 3.5 Flash，面向Agent与编程"},{"id":"2026-05-20-tools-01","date":"2026-05-20","section":"tools","sectionName":"工具与能力","source":"@PomelliByGoogle","title":"Pomelli By Google @PomelliByGoogle · 5小时 We’re introducing…","summary":"Google 旗下 AI 创作工具 Pomelli 发布三项新功能：Pomelli Agent 可帮助用户从零构建核心品牌身份（Logo、配色、字体等）；Websites 功能支持几键生成网站；Brand Books 用于统一品牌视觉规范。面向品牌内容创作和商业增长场景，降低品牌视觉搭建门槛。","recommendation":"Google 的 Pomelli 一口气加了品牌 Agent、一键建站和品牌书三个功能，做 IP 和视觉的可以直接用 Agent 搭品牌基础，省掉前期反复对齐的时间。","href":"./2026-05-20.html#item-tools-1","url":"https://x.com/PomelliByGoogle/status/2056797533792530801","tags":["art_design","agent","industry"],"entities":["Pomelli"],"gist":"Pomelli新增品牌Agent、建站与品牌书功能"},{"id":"2026-05-20-tools-02","date":"2026-05-20","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"Anthropic Claude is now a partner node in ComfyUI","summary":"ComfyUI 官方宣布 Claude 成为其合作伙伴节点，支持将 Claude 直接拖入任意工作流，实现弱 prompt 改写、图像智能描述与批评、向下游节点输出结构化文本，底层由包括 Opus 4.7 在内的前沿模型驱动。","recommendation":"ComfyUI 官方把 Claude 塞进节点生态，做 AI 视觉和整合工作流的可以直接拖节点用，不用再切窗口写 prompt 了。","href":"./2026-05-20.html#item-tools-2","url":"https://x.com/ComfyUI/status/2056795842510790841","tags":["control","agent","prompt"],"entities":["ComfyUI","Claude","Opus 4.7"],"gist":"Claude成为ComfyUI节点，支持工作流集成"},{"id":"2026-05-20-tools-03","date":"2026-05-20","section":"tools","sectionName":"工具与能力","source":"@LeonardoAi","title":"3D Generation is now live on Leonardo","summary":"Leonardo 官方宣布上线 3D 生成功能，基于 Rodin V2 模型，支持从文本或图像直接生成 3D 角色资产，已集成至现有工作流中，用户可在线使用。","recommendation":"Leonardo 正式上线 3D 生成功能，底层用 Rodin V2 模型，做角色 IP 和短剧资产的美术师可以直接上手生成 3D 角色，省掉建模环节。","href":"./2026-05-20.html#item-tools-3","url":"https://x.com/LeonardoAi/status/2056737151438446996","tags":["three_d","image_gen"],"entities":["Leonardo","Rodin V2"],"gist":"Leonardo上线3D生成功能，基于Rodin V2"},{"id":"2026-05-20-tools-04","date":"2026-05-20","section":"tools","sectionName":"工具与能力","source":"@GoogleDeepMind","title":"Google Flow 🤝 Gemini Omni","summary":"Google DeepMind 在 Google I/O 上宣布 Flow by Google 接入 Gemini Omni 模型，新增批量编辑（batch editing）和角色一致性（improved character consistency）能力，旨在支持更电影化的叙事创作。具体参数和定价未在推文中公开，需查看官方博客链接。","recommendation":"Google Flow 接入了 Gemini Omni 模型，主打批量剪辑和角色一致性提升，做 AI 短剧和视觉开发的可以直接上手测出片稳定性。","href":"./2026-05-20.html#item-tools-4","url":"https://x.com/GoogleDeepMind/status/2056804306653794336","tags":["video_gen","consistency","editing","film"],"entities":["Flow","Gemini Omni"],"gist":"Google Flow接入Gemini Omni提升批量编辑和角色一致性"},{"id":"2026-05-20-tools-05","date":"2026-05-20","section":"tools","sectionName":"工具与能力","source":"@GoogleAI","title":"Conversational editing: Gemini Omni allows you to edit your…","summary":"GoogleAI 宣布 Gemini Omni 支持自然语言视频编辑（Conversational editing），用户通过描述即可更改视频中的角色、场景和风格，类似 Nano Banana 但面向视频场景。该功能已集成至 Gemini Omni 产品中，具体技术细节和可用性需查看链接原文。","recommendation":"Google 把自然语言视频编辑塞进 Gemini Omni，改角色、换场景、调风格一句话搞定，做后期和编导的可以直接上手试，省掉拖轨道的时间。","href":"./2026-05-20.html#item-tools-5","url":"https://x.com/GoogleAI/status/2056816657746804823","tags":["video_gen","editing","control"],"entities":["Gemini Omni","Nano Banana"],"gist":"Gemini Omni支持自然语言视频编辑，改角色场景风格"},{"id":"2026-05-20-methods-01","date":"2026-05-20","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"THIS IS A TUTORIAL ON AVATAR V: CUSTOM MOTION","summary":"HeyGen 官方发布 Avatar V 自定义动作教程，讲解如何通过 prompt 控制虚拟角色的眼神接触、说话节奏、停顿、姿态、手势及能量变化，从而塑造更自然的表演。教程面向创作者工作流，未公开具体参数或模型细节。","recommendation":"HeyGen 官方出的 Avatar 动作控制教程，讲怎么用 prompt 调眼神、节奏、停顿、姿态和手势。做虚拟角色对话和 AI 短剧的可以直接套用这套 prompt 思路来控表演细节。","href":"./2026-05-20.html#item-methods-1","url":"https://x.com/HeyGen/status/2056863520323756373","tags":["avatar","performance","prompt","tutorial"],"entities":["HeyGen","Avatar V"],"gist":"HeyGen Avatar V教程：用prompt控制虚拟角色动作表演"},{"id":"2026-05-20-methods-02","date":"2026-05-20","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"RT @liu8in: @OpenAI Codex pretty much one-shotted this video","summary":"用户 @liu8in 演示了用 OpenAI Codex 一次性生成视频，配合 HeyGen 插件和 HyperFrames 完成从代码到成片的流程，提示词在回复中。该推文为个人实测分享，未公开完整工作流细节或具体参数。","recommendation":"一条实测演示：OpenAI Codex 写代码 + HeyGen 插件 + HyperFrames 一条龙出视频，做 AI 短剧和视觉的可以看看这个工作流能省多少步。","href":"./2026-05-20.html#item-methods-2","url":"https://x.com/HeyGen/status/2056509187044290802","tags":["agent","video_gen","case_study"],"entities":["OpenAI Codex","HeyGen","HyperFrames"],"gist":"实测用Codex和HeyGen插件一条龙生成视频"},{"id":"2026-05-20-methods-03","date":"2026-05-20","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"Last week we showed educators how to make lessons more…","summary":"HeyGen 官方发布教程，展示如何将 Avatar Shots 制作的电影感开场，通过 Avatar V 扩展为长视频内容。核心技巧是在 AI Studio 中创建场景间的“自然门户”转场，使多段素材拼接成连续单镜头效果。推文附有完整 prompt 供复现。","recommendation":"HeyGen 官方演示如何用 Avatar V 做长视频场景转场，做 AI 虚拟人内容的可以看看这个“自然门户”拼接思路，跑一遍 prompt 就知道效果稳不稳。","href":"./2026-05-20.html#item-methods-3","url":"https://x.com/HeyGen/status/2056505489966678186","tags":["avatar","editing","tutorial"],"entities":["HeyGen","Avatar V","Avatar Shots","AI Studio"],"gist":"HeyGen教程：用Avatar V做长视频场景转场"},{"id":"2026-05-20-methods-04","date":"2026-05-20","section":"methods","sectionName":"方法与经验","source":"@krea_ai","title":"Krea 2 deep dive","summary":"Krea 官方发布 Krea 2 深度教程，涵盖风格参考（style references）、情绪板（moodboards）以及针对 Krea 2 的提示词编写方法，面向希望系统掌握该工具视觉风格控制能力的创作者。","recommendation":"Krea 官方出的 2.0 深度教程，讲风格参考、情绪板、提示词写法，视觉师和编导可以直接当工作流模板用。","href":"./2026-05-20.html#item-methods-4","url":"https://x.com/krea_ai/status/2056782646232092987","tags":["image_gen","art_design","prompt","tutorial"],"entities":["Krea","Krea 2"],"gist":"Krea 2深度教程：风格参考、情绪板和提示词写法"},{"id":"2026-05-20-methods-05","date":"2026-05-20","section":"methods","sectionName":"方法与经验","source":"@lovart_ai","title":"🎬 Three steps to make product ads on Lovart","summary":"Lovart 发布三步产品广告制作流程：上传任意产品照片（手机拍摄即可）→ 用 GPT-Image 2.0 生成 Storyboard → 导入 Seedance 2.0 生成电影级视频。完整 prompt 附在链接中。对做电商广告、短剧物料的美术和制片来说，这套流程降低了产品视频的生成门槛，从单图到成片无需切换工具链。","recommendation":"从手机随手拍到 Seedance 2.0 成片，三步走流程适合做电商广告和短剧物料的美术和制片直接套用，prompt 在链接里。","href":"./2026-05-20.html#item-methods-5","url":"https://x.com/lovart_ai/status/2056413133150048763","tags":["commercial","storyboard","video_gen","tutorial"],"entities":["Lovart","GPT-Image 2.0","Seedance 2.0"],"gist":"Lovart三步流程用GPT-Image和Seedance做产品广告"},{"id":"2026-05-20-works-01","date":"2026-05-20","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"诸葛村夫 但是激情迪曲MV【多梦综合征】【B站AI创作大赛-三国主题赛】","summary":"B 站 UP 主「多梦综合征」用 AI 工具制作的三国主题迪曲 MV，将诸葛孔明形象融入快节奏电子舞曲，画面风格混搭古风与赛博元素，节奏卡点密集，属于 B 站 AI 创作大赛三国主题赛参赛作品。","recommendation":"AI 生成的迪曲 MV，把诸葛村夫做成蹦迪主角，视觉师和编导可以拉片看风格混搭和节奏卡点怎么玩。","href":"./2026-05-20.html#item-cases-1","url":"https://www.bilibili.com/video/BV1k8Ln6TES4","tags":["mv","animation","case_study"],"entities":[],"gist":"AI生成三国主题迪曲MV，风格混搭节奏卡点"},{"id":"2026-05-20-works-02","date":"2026-05-20","section":"cases","sectionName":"作品与案例","source":"@liu8in","title":"Bin Liu @liu8in · 1小时 @OpenAI Codex pretty much one-shotted…","summary":"Bin Liu 用 OpenAI Codex 配合 HeyGen 插件和 HyperFrames，一句 prompt 直接生成完整视频，展示了 AI 编程工具（vibe-coding）替代传统剪辑软件（CapCut）的潜力。视频成品已发布，prompt 在推文回复中。","recommendation":"用 OpenAI Codex 一句话生成 HeyGen 插件 + HyperFrames 视频，做 AI 短剧和编导的可以点开看 prompt 和成品效果，感受 vibe-coding 对剪辑工作流的冲击。","href":"./2026-05-20.html#item-cases-2","url":"https://x.com/liu8in/status/2056507704978653210","tags":["agent","video_gen","case_study"],"entities":["OpenAI Codex","HeyGen","HyperFrames","CapCut"],"gist":"Codex配合HeyGen插件一句话生成完整视频"},{"id":"2026-05-20-works-03","date":"2026-05-20","section":"cases","sectionName":"作品与案例","source":"@gizakdag","title":"Gizem Akdag @gizakdag · 5小时 Postcards from Italy 4 30 484 1…","summary":"AI 创作者 Gizem Akdag 发布一组名为《Postcards from Italy》的 AI 生成影像作品，内容为意大利主题的视觉风格探索，未公开具体工具链或工作流细节。","recommendation":"AI 视觉师和编导可以点开看看，当风格参考或拉片素材用。","href":"./2026-05-20.html#item-cases-3","url":"https://x.com/gizakdag/status/2056444640442671378","tags":["image_gen","case_study"],"entities":[],"gist":"AI生成意大利主题视觉风格影像作品"},{"id":"2026-05-20-works-04","date":"2026-05-20","section":"cases","sectionName":"作品与案例","source":"@HeyGen","title":"Grand Prize ($3000): Pitchframe","summary":"HeyGen 官方大赛 Grand Prize 获奖作品 Pitchframe，基于 HeyGen v3 + HyperFrames 深度集成，构建了从 AI 生成到自动 lint 检查再到修复的完整 agentic 工作流，具备生产级执行能力。该方案展示了 AI 短剧/广告批量制作中自动化质量控制的可行路径。","recommendation":"HeyGen 大赛头奖作品，把生成-检查-修复做成自动化工作流，做 AI 短剧和批量制片的可以直接当模板跑一遍。","href":"./2026-05-20.html#item-cases-4","url":"https://x.com/HeyGen/status/2056488744358912101","tags":["agent","short_drama","commercial","case_study"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen大赛获奖作品展示生成检查修复自动化工作流"},{"id":"2026-05-21-industry-01","date":"2026-05-21","section":"industry","sectionName":"行业与平台","source":"@Google","title":"Gemini Omni is our new AI model that can create anything…","summary":"Google 在 Google I/O 发布 Gemini Omni 模型，支持文本、音频、图像混合输入生成和编辑高质量视频，首批能力从视频生成开始。Demis Hassabis 演示了通过对话式交互完成视频创作，具体参数、分辨率、时长限制和开放时间待后续公布。","recommendation":"Google 官宣 Gemini Omni，多模态输入直接生成视频，编导和视觉师可以蹲后续实测看镜头语言和风格一致性表现。","href":"./2026-05-21.html#item-industry-1","url":"https://x.com/Google/status/2057180052979409172","tags":["video_gen","industry"],"entities":["Gemini Omni"],"gist":"Google发布Gemini Omni多模态输入生成视频"},{"id":"2026-05-21-industry-02","date":"2026-05-21","section":"industry","sectionName":"行业与平台","source":"@Google","title":"RT @antigravity: Introducing Gemini 3","summary":"Google 官方宣布推出 Gemini 3.5 Flash 模型，主打 4 倍于其他前沿模型的推理速度，同时保持 frontier 级性能表现。该模型面向高吞吐、低延迟场景，适用于 AI Agent、实时编程助手、批量内容生成等需要快速响应的应用。具体定价和 API 接入细节待官方进一步公布。","recommendation":"Google 官宣 Gemini 3.5 Flash，主打 4 倍速度+前沿性能，做 AI 编程和 Agent 工作流的可以直接接 API 测一周，看推理速度和成本能压到什么程度。","href":"./2026-05-21.html#item-industry-2","url":"https://x.com/Google/status/2056897887569879346","tags":["agent","industry"],"entities":["Gemini 3.5 Flash"],"gist":"Google发布Gemini 3.5 Flash主打高速推理"},{"id":"2026-05-21-industry-03","date":"2026-05-21","section":"industry","sectionName":"行业与平台","source":"@figma","title":"Figma @figma · 5小时 Meet the Figma design agent, with…","summary":"Figma 官方发布设计 Agent，由 @taamannae 和 @rodrigodavies 演示，支持通过自然语言指令直接生成和修改 UI 设计稿，覆盖从零创建到迭代改稿的完整流程。目前处于早期演示阶段，未公开具体可用性、定价或 API 接入方式。","recommendation":"Figma 官方发布设计 Agent，能直接按指令生成和修改 UI 界面。做 AI 短剧 UI/视觉设计的可以蹲一下，看能不能把角色界面、道具面板这类重复设计自动化掉。","href":"./2026-05-21.html#item-industry-3","url":"https://x.com/figma/status/2057164914331128060","tags":["agent","art_design"],"entities":["Figma"],"gist":"Figma发布设计Agent支持自然语言生成UI"},{"id":"2026-05-21-industry-04","date":"2026-05-21","section":"industry","sectionName":"行业与平台","source":"@recraftai","title":"Recraft V4","summary":"Recraft 发布 V4.1 版本，主打时尚杂志级视觉风格，支持高一致性排版、戏剧化构图和高端品牌调性，覆盖从 glossy 封面到极简奢侈 campaign 的多种风格，官方同步放出 prompt 示例供直接使用。","recommendation":"Recraft V4.1 出图质感又升了一档，时尚杂志级构图和光影，做视觉开发和 KV 海报的可以直接拿 prompt 跑一轮看风格一致性。","href":"./2026-05-21.html#item-industry-4","url":"https://x.com/recraftai/status/2057068823606419639","tags":["image_gen","art_design","prompt"],"entities":["Recraft V4.1"],"gist":"Recraft V4.1主打时尚杂志级视觉风格"},{"id":"2026-05-21-industry-05","date":"2026-05-21","section":"industry","sectionName":"行业与平台","source":"Google AI Blog","title":"100 things we announced at I/O 2026","summary":"Google 在 I/O 2026 上宣布了 100 项更新，以 Gemini 模型生态为核心，覆盖 AI 视频生成、多模态理解、实时交互等方向。具体能力点需查看完整发布清单，当前摘要仅含活动预告图，无实质技术细节。","recommendation":"Google I/O 2026 的 100 项发布汇总，Gemini 生态是主线。做 AI 影视和短剧的可以扫一遍，看哪些新能力能直接塞进创作管线。","href":"./2026-05-21.html#item-industry-5","url":"https://blog.google/innovation-and-ai/technology/ai/google-io-2026-all-our-announcements/","tags":["industry","video_gen"],"entities":["Gemini"],"gist":"Google I/O 2026发布100项更新以Gemini为核心"},{"id":"2026-05-21-tools-01","date":"2026-05-21","section":"tools","sectionName":"工具与能力","source":"@OpenAIDevs","title":"OpenAI Developers @OpenAIDevs · 6小时 Your laptop can stay…","summary":"OpenAI 官方宣布 Codex 已集成至 ChatGPT 移动端 App，用户可在手机上直接调用 Codex 进行编程问答、代码生成与调试，并支持跨设备（手机↔电脑）无缝续接对话上下文。该更新面向所有 ChatGPT 用户，无需额外配置即可使用。","recommendation":"Codex 现在能从 ChatGPT 手机端直接调用了，写脚本、调 prompt、改工作流不用再守着电脑。做 AI 编程和工具链整合的可以装起来用，实测跨设备续接的流畅度。","href":"./2026-05-21.html#item-tools-1","url":"https://x.com/OpenAIDevs/status/2057142816497906045","tags":["agent"],"entities":["Codex","ChatGPT"],"gist":"Codex集成至ChatGPT移动端支持跨设备续接"},{"id":"2026-05-21-tools-02","date":"2026-05-21","section":"tools","sectionName":"工具与能力","source":"@midjourney","title":"Small update today","summary":"Midjourney 官方宣布 V8.1 模型上线 --no 反提示（anti-prompting）功能，用户可在生成时用 --no people 等指令排除特定元素，该功能在早期版本中存在但 V8 一度缺失，现应社区要求回归。","recommendation":"Midjourney V8.1 正式上线 --no 反提示功能，做视觉和美术的可以直接拿来排除画面里不想要的人物或元素，省掉后期修图步骤。","href":"./2026-05-21.html#item-tools-2","url":"https://x.com/midjourney/status/2057184157869199429","tags":["image_gen","prompt"],"entities":["Midjourney V8.1"],"gist":"Midjourney V8.1上线--no反提示功能"},{"id":"2026-05-21-tools-03","date":"2026-05-21","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"“Smart Captions” - the most expensive but basic feature in…","summary":"HeyGen 开源了 17 款字幕模板集成到 HyperFrames 框架中，通过 `npx hyperframes add captions` 一条命令即可安装，支持完全自定义。同时附带免费本地背景去除功能，达到工作室级效果。面向视频创作者，旨在替代视频应用中昂贵的“智能字幕”付费功能。","recommendation":"HeyGen 开源了 17 款字幕模板，一条命令就能装进 HyperFrames，还带免费本地去背景。做后期和短剧的可以直接装来用，省掉剪映/PR 里调字幕的时间。","href":"./2026-05-21.html#item-tools-3","url":"https://x.com/HeyGen/status/2057123793907458232","tags":["subtitle","post_fx","cost_open","tutorial"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen开源字幕模板与免费去背景工具"},{"id":"2026-05-21-tools-04","date":"2026-05-21","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Pick a caption from the catalog and run:","summary":"HeyGen 推出 Hyperframes 字幕模板目录，支持通过 npx hyperframes add <模板名> 命令一键安装，并可让 AI agent 自动将模板应用到视频中并自定义样式。该功能面向视频后期和自动化工作流场景，降低字幕模板的安装与适配成本。","recommendation":"HeyGen 把字幕模板做成了可一键安装的 CLI 工具，后期和整合师可以直接跑 npx 命令装模板，再让 agent 自动套到视频里。","href":"./2026-05-21.html#item-tools-4","url":"https://x.com/HeyGen/status/2057123795576721427","tags":["subtitle","agent","tutorial"],"entities":["HeyGen","Hyperframes"],"gist":"HeyGen字幕模板CLI一键安装与自动化应用"},{"id":"2026-05-21-tools-05","date":"2026-05-21","section":"tools","sectionName":"工具与能力","source":"@googleflowmusic","title":"Covers are here","summary":"Google Flow Music 上线 AI 翻唱功能，用户可将已生成的歌曲一键转换为不同风格（如摇滚转爵士）、语言（如 bossa nova 转法语）或添加和声（如福音合唱团），支持自定义与原曲的相似度，同时保留原曲核心旋律与结构。","recommendation":"Google 的 AI 音乐工具上线了翻唱功能，能把一首歌转成不同风格和语言，做 AI 短剧配乐和后期音效的可以直接上手试，省掉重新编曲的功夫。","href":"./2026-05-21.html#item-tools-5","url":"https://x.com/googleflowmusic/status/2057140478378918326","tags":["audio_music","mv"],"entities":["Google Flow Music"],"gist":"Google Flow Music上线AI翻唱功能"},{"id":"2026-05-21-methods-01","date":"2026-05-21","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"AI video consistency starts before motion","summary":"PixVerse 官方发布 AI 视频一致性工作流：先在该平台生成干净的角色故事板（storyboard），再以此作为参考生成最终视频，确保同一角色、清晰叙事节拍、镜头方向和运动细节的一致性。附 15 秒烹饪短片案例。","recommendation":"PixVerse 官方分享的 AI 视频一致性工作流：先出角色故事板再当参考生成视频。做 AI 短剧和视觉开发的可以直接套这个流程跑一遍，省掉后期修角色脸的功夫。","href":"./2026-05-21.html#item-methods-1","url":"https://x.com/PixVerse_/status/2057114262145818752","tags":["consistency","storyboard","video_gen","tutorial"],"entities":["PixVerse"],"gist":"PixVerse发布AI视频一致性工作流"},{"id":"2026-05-21-methods-02","date":"2026-05-21","section":"methods","sectionName":"方法与经验","source":"@wsl8297","title":"Joruno @wsl8297 · 15小时 现在做 iOS 应用，最让人头疼的往往不是写代码，而是 App…","summary":"开发者 Joruno 分享了一个开源工具 App Store Screenshots Generator，专为 AI 编程助手设计，能自动生成符合苹果 App Store 规范的上架宣传截图，解决手动排版和尺寸适配的痛点。","recommendation":"一个开源工具，专为 AI 编程助手生成符合苹果规范的 App Store 截图。做 AI 应用上架的技术整合者可以装起来用，省掉手动切图排版的功夫。","href":"./2026-05-21.html#item-methods-2","url":"https://x.com/wsl8297/status/2056299769249833227","tags":["agent","tutorial","cost_open"],"entities":[],"gist":"开源工具自动生成App Store宣传截图"},{"id":"2026-05-21-methods-03","date":"2026-05-21","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Using Seedance 2","summary":"ComfyUI 官方推文演示 Seedance 2.0 工作流，可将任意场景的简单表演镜头转化为电影级画面，推文附工作流链接。该工作流面向 ComfyUI 用户，适用于 AI 短片、短剧的视觉增强和场景风格化处理。","recommendation":"ComfyUI 官方演示 Seedance 2.0 工作流，把普通表演镜头一键变电影级画面，做视觉和后期可以直接套工作流跑一遍看效果。","href":"./2026-05-21.html#item-methods-3","url":"https://x.com/ComfyUI/status/2057122818178089263","tags":["video_gen","post_fx","tutorial"],"entities":["ComfyUI","Seedance 2.0"],"gist":"ComfyUI演示Seedance 2.0电影级画面工作流"},{"id":"2026-05-21-methods-04","date":"2026-05-21","section":"methods","sectionName":"方法与经验","source":"@heyglif","title":"Generate a character sheet in GPT Images","summary":"@heyglif 分享一条 AI 角色制作工作流：先用 GPT Images 生成角色设定图，再用 Claude 生成 Seedance 提示词，在 RunFieldUI 中找到 Seedance 并粘贴提示词和图片，或直接在 Glif 端到端完成，最后让 Agent 转为 Remotion 视频。该推文仅含工作流概述，未公开具体参数或工具配置细节。","recommendation":"一条从 GPT 角色图到 Seedance 提示词再到 Glif 出片、最后转 Remotion 视频的完整工作流，做角色 IP 和短剧的可以直接套用跑一遍。","href":"./2026-05-21.html#item-methods-4","url":"https://x.com/heyglif/status/2057197984434024662","tags":["image_gen","video_gen","prompt","agent"],"entities":["GPT Images","Claude","Seedance","RunFieldUI","Glif"],"gist":"从GPT角色图到Seedance视频的完整工作流"},{"id":"2026-05-21-methods-05","date":"2026-05-21","section":"methods","sectionName":"方法与经验","source":"@chunxiangai","title":"赵纯想 @chunxiangai · 19小时 越开发，越恐怖 AI几乎知道世界上所有的剧本原文，并用光速默写出来…","summary":"赵纯想发推称AI几乎知道世界上所有剧本原文，并用光速默写出来，举例写一个完整的《苔丝》剧本只需2分钟。该推文为个人使用体验感慨，未提及具体模型、工具或工作流细节，无技术参数或可复现的方法论。","recommendation":"个人使用体验分享，AI 2分钟默写出完整《苔丝》剧本，编导路过可看，不用专门点开。","href":"./2026-05-21.html#item-methods-5","url":"https://x.com/chunxiangai/status/2056234189029294583","tags":["script","ideation"],"entities":[],"gist":"AI快速默写剧本的体验分享"},{"id":"2026-05-21-works-01","date":"2026-05-21","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【AI动画-渣反番外】♥【梦沉记】","summary":"B站UP主发布《渣反》番外AI动画《梦沉记》，全长22分钟，采用无配音、仅保留必要音效的极简白描手法，旨在表达梦境安静意向。UP主自述为赶工期提前开工，后续将补做另一投票胜出番外。该片为个人创作者独立完成，未公开具体工具链或工作流细节。","recommendation":"22分钟AI动画番外，全片无配音只靠音效和画面叙事，做AI短剧和动画的可以拉片看白描手法怎么撑起梦境氛围。","href":"./2026-05-21.html#item-cases-1","url":"https://www.bilibili.com/video/BV1Vy5d6DE1x","tags":["animation","short_drama","audio_sfx","editing"],"entities":[],"gist":"22分钟AI动画番外无配音白描手法"},{"id":"2026-05-21-works-02","date":"2026-05-21","section":"cases","sectionName":"作品与案例","source":"@MayorKingAI","title":"Seedance 2","summary":"创作者 @MayorKingAI 用 Seedance 2.0 制作了一段极道打斗短片，以本人为主角，通过瞬移效果在房间内穿梭击倒敌人，视频经 Magnific 增强处理，并公开了 prompt。展示了 Seedance 2.0 在动作场景中处理角色连续性和空间跳跃的能力。","recommendation":"Seedance 2.0 的瞬移效果实测，做动作短剧和视觉特效的可以拉片看镜头衔接和角色一致性处理。","href":"./2026-05-21.html#item-cases-2","url":"https://x.com/MayorKingAI/status/2057128509185925402","tags":["video_gen","consistency","post_fx","prompt"],"entities":["Seedance 2.0","Magnific"],"gist":"Seedance 2.0瞬移动作短片实测"},{"id":"2026-05-21-works-03","date":"2026-05-21","section":"cases","sectionName":"作品与案例","source":"@aziz4ai","title":"AI filmmaking is getting dangerously good","summary":"创作者 @aziz4ai 用 Seedance 2.0 和 Hailuo AI 重制了自己的 AI 短片《Disconnected》，从简单赛博格片段升级为完整电影感短片，并利用 Mirelo AI 重建了全部音效和配乐。","recommendation":"创作者用 Seedance 2.0 和 Hailuo AI 重制了自己的 AI 短片，从赛博格片段升级到完整电影感，做 AI 短片的可以拉片看两版差异和音效重做思路。","href":"./2026-05-21.html#item-cases-3","url":"https://x.com/aziz4ai/status/2057173312426647729","tags":["video_gen","audio_music","audio_sfx","case_study"],"entities":["Seedance 2.0","Hailuo AI","Mirelo AI"],"gist":"用Seedance和Hailuo重制AI短片"},{"id":"2026-05-21-works-04","date":"2026-05-21","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【勇者林登万】第一集 狼与黑火药 【UP动画】","summary":"B 站 UP 主发布 AI 动画短片《勇者林登万》第一集，基于 2013 年构思的异世界冒险小说改编，使用 updream 平台和 Seedance 2.0 模型制作。作品展示了个人创作者借助单一 AI 视频工具链完成从文字到动画成片的完整流程，题材为异世界冒险，视觉风格偏日式动画。","recommendation":"个人创作者用 Seedance 2.0 圆了十年小说梦，做 AI 短剧的可以拉片看单工具链下的叙事和角色一致性处理。","href":"./2026-05-21.html#item-cases-4","url":"https://www.bilibili.com/video/BV1KGLq69E1C","tags":["animation","video_gen","short_drama","consistency"],"entities":["updream","Seedance 2.0"],"gist":"用Seedance 2.0制作AI动画短片"},{"id":"2026-05-22-industry-01","date":"2026-05-22","section":"industry","sectionName":"行业与平台","source":"@iamneubert","title":"Nicolas Neubert @iamneubert · 4小时 Today, we're incredibly…","summary":"Runway 发布 Edit Studio，一个集创作、编辑、导出于一体的新工作空间，首发搭载 Aleph 2.0 模型。Aleph 2.0 是 Runway 长期预告的下一代视频生成模型，在 Edit Studio 内可直接对生成内容进行逐帧编辑、风格调整和合成输出，无需切换外部剪辑软件。","recommendation":"Runway 把编辑和生成塞进一个工作流，Aleph 2.0 首发，做后期和视觉的直接上手测，看能不能省掉来回切工具的功夫。","href":"./2026-05-22.html#item-industry-1","url":"https://x.com/iamneubert/status/2057535909524824226","tags":["video_gen","editing","post_fx"],"entities":["Runway","Edit Studio","Aleph 2.0"],"gist":"Runway发布集成编辑与生成的Edit Studio"},{"id":"2026-05-22-industry-02","date":"2026-05-22","section":"industry","sectionName":"行业与平台","source":"@Google","title":"Our new Gemini 3","summary":"Google 发布 Gemini 3.5 Flash，定位为最强的 Agent 和编程模型，具备前沿级性能，速度是同级模型的 4 倍，成本低于一半。该模型面向 Agent 自动化、代码生成与工作流编排场景，已开放 API 调用。","recommendation":"Google 最强 Agent 和编程模型，速度是同级模型的 4 倍、成本不到一半。做 AI 工具链整合和自动化工作流的可以直接接 API 测一周，看对短剧批量生产管线的提效有多大。","href":"./2026-05-22.html#item-industry-2","url":"https://x.com/Google/status/2057257773868388448","tags":["agent","industry"],"entities":["Gemini 3.5 Flash"],"gist":"Google发布Gemini 3.5 Flash编程模型"},{"id":"2026-05-22-industry-03","date":"2026-05-22","section":"industry","sectionName":"行业与平台","source":"@krea_ai","title":"RT @sleenyre: Krea 2 is our first foundation image model…","summary":"Krea 官方宣布推出 Krea 2，这是其首个从零训练的基础图像模型，距离团队组建已过去一年多。目前仅发布推文预告，未公开具体参数、能力细节或上线时间。","recommendation":"Krea 从零训练了自己的基础图像模型，视觉师和美术总设可以蹲一波实测，看风格一致性和出片质感能不能打。","href":"./2026-05-22.html#item-industry-3","url":"https://x.com/krea_ai/status/2057297954378277230","tags":["image_gen"],"entities":["Krea 2"],"gist":"Krea发布首个从零训练的基础图像模型"},{"id":"2026-05-22-industry-04","date":"2026-05-22","section":"industry","sectionName":"行业与平台","source":"@fal","title":"Introducing fal Assets","summary":"fal 推出 Assets 功能，将用户生成的图片、视频、音频统一存入一个库，支持语义搜索跨历史记录查找，可保存角色并在后续生成中复用，任何资产可直接作为 fal Sandbox 的输入使用。","recommendation":"fal 出了资产库，图片视频音频统一管理、语义搜索、角色复用，做批量出图和短剧的可以省掉自己搭素材库的功夫。","href":"./2026-05-22.html#item-industry-4","url":"https://x.com/fal/status/2057522070452404326","tags":["image_gen","video_gen","audio_voice","consistency"],"entities":["fal","fal Assets"],"gist":"fal推出统一资产库支持语义搜索与角色复用"},{"id":"2026-05-22-industry-05","date":"2026-05-22","section":"industry","sectionName":"行业与平台","source":"@PixVerse_","title":"No studio","summary":"PixVerse 发布 Shoplift 工具，输入产品 URL 即可自动生成适配各平台的广告视频，无需工作室或剪辑排队，面向 DTC 团队高频创意测试场景。目前开放免费早期访问，转发关注可获 300 积分（72 小时限时）。","recommendation":"PixVerse 出了个叫 Shoplift 的工具，贴个商品链接就能自动出平台原生广告视频，做 DTC 和电商素材的制片可以直接上手测出片效率。","href":"./2026-05-22.html#item-industry-5","url":"https://x.com/PixVerse_/status/2057492991036588306","tags":["commercial","video_gen"],"entities":["PixVerse","Shoplift"],"gist":"PixVerse发布自动生成广告视频的Shoplift工具"},{"id":"2026-05-22-tools-01","date":"2026-05-22","section":"tools","sectionName":"工具与能力","source":"@OpenAIDevs","title":"OpenAI Developers @OpenAIDevs · 5小时 回复 @OpenAIDevs…","summary":"OpenAI 为 Codex 内嵌浏览器新增高级标注模式，支持直接调整页面元素、即时预览更改、批量评论反馈，提升设计师与开发者之间的协作效率。该功能面向 Codex 用户，适用于 UI 设计评审、前端开发迭代等场景。","recommendation":"Codex 内嵌浏览器新增高级标注模式，设计师和开发者可以直接在页面上改元素、预览效果、批量留评论。做 AI 短剧或视觉开发的，可以拿这个跟技术团队对页面和 UI 细节，省掉来回截图标注的功夫。","href":"./2026-05-22.html#item-tools-1","url":"https://x.com/OpenAIDevs/status/2057530210967523399","tags":["agent","editing"],"entities":["Codex"],"gist":"Codex浏览器新增高级标注模式提升协作效率"},{"id":"2026-05-22-tools-02","date":"2026-05-22","section":"tools","sectionName":"工具与能力","source":"@OpenAIDevs","title":"Codex anywhere and everywhere, all the time","summary":"OpenAI Devs 宣布 Codex 新增远程操控 Mac 功能：手机端可安全调用 Mac 上的应用，即使 Mac 处于锁屏或息屏状态也无需解锁。该更新扩展了 Codex 的 Agent 能力边界，适用于远程自动化工作流、AI 编程 Agent 调度等场景。","recommendation":"Codex 现在能从手机远程操控锁屏 Mac，做 AI 工作流编排和自动化部署的可以直接接 API 试远程调度能力。","href":"./2026-05-22.html#item-tools-2","url":"https://x.com/OpenAIDevs/status/2057536706778378692","tags":["agent","industry"],"entities":["Codex"],"gist":"Codex新增远程操控Mac功能，扩展Agent能力"},{"id":"2026-05-22-tools-03","date":"2026-05-22","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Aleph 2","summary":"Runway 发布 Aleph 2.0 模型更新，核心能力是单帧编辑后自动将修改传播至整段视频。用户可在新版 Edit Studio 中预览单帧修改效果，确认后模型自动完成其余帧的适配。该功能已上线 Web 端，面向视频后期、视觉特效和 AI 短片制作场景。","recommendation":"Runway 把单帧编辑+自动传播做到 Aleph 2.0 里了，改一帧画面整段视频跟着变。做后期和视觉的可以直接上手试，省掉逐帧重绘的功夫。","href":"./2026-05-22.html#item-tools-3","url":"https://x.com/runwayml/status/2057530497597600169","tags":["video_gen","post_fx","editing"],"entities":["Runway","Aleph 2.0"],"gist":"Runway Aleph 2.0实现单帧编辑自动传播至全片"},{"id":"2026-05-22-tools-04","date":"2026-05-22","section":"tools","sectionName":"工具与能力","source":"@krea_ai","title":"RT @krea_ai: introducing LoRAs for Krea 2 (beta)","summary":"Krea AI 官方宣布 Krea 2（beta）上线 LoRA 微调功能，支持用户用自己的素材训练专属风格模型，官方称其为目前最强大的微调系统。该功能面向 Krea 2 平台用户，适用于角色一致性、品牌视觉、系列风格等场景，具体训练参数和定价细节未在推文中公开。","recommendation":"Krea 2 终于开放 LoRA 微调，视觉师和美术总设可以直接用自己的素材训练专属风格模型，做角色 IP 和系列视觉开发的这周上手跑一轮。","href":"./2026-05-22.html#item-tools-4","url":"https://x.com/krea_ai/status/2057546593927299446","tags":["image_gen","consistency","art_design"],"entities":["Krea 2","LoRA"],"gist":"Krea 2上线LoRA微调，支持训练专属风格模型"},{"id":"2026-05-22-tools-05","date":"2026-05-22","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"Stable Audio 3","summary":"ComfyUI 宣布 Day-0 支持 Stable Audio 3.0，该模型为开源权重音乐模型，使用完全授权数据训练，支持从短音效到长段音乐生成，可直接在现有 ComfyUI 工作流中调用。","recommendation":"Stable Audio 3.0 直接塞进 ComfyUI 工作流，做 AI 短剧配乐和音效的可以省掉切工具的时间，跑一遍就知道出音质稳不稳。","href":"./2026-05-22.html#item-tools-5","url":"https://x.com/ComfyUI/status/2057288575344111792","tags":["audio_music","audio_sfx","cost_open"],"entities":["Stable Audio 3.0","ComfyUI"],"gist":"Stable Audio 3.0开源音乐模型获ComfyUI支持"},{"id":"2026-05-22-methods-01","date":"2026-05-22","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"Fit Check lets you extract an outfit from any image and…","summary":"FLORAai 发布 Fit Check 功能，支持从任意图片中提取服装并放置到新模特身上，适用于 lookbook 制作、选角测试和拍摄前的服装效果预览。推文附有具体工作流链接，可复现操作。","recommendation":"从任意图片提取服装并换到新模特身上，做视觉开发、lookbook 或角色服装测试的可以直接套工作流跑一遍，省掉重拍和后期抠图。","href":"./2026-05-22.html#item-methods-1","url":"https://x.com/floraai/status/2057558656284004582","tags":["image_gen","control","tutorial"],"entities":["FLORAai","Fit Check"],"gist":"FLORAai Fit Check从图片提取服装换到新模特"},{"id":"2026-05-22-works-01","date":"2026-05-22","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"我们为HappyHorse 1.0创作的全球首发短片❗️","summary":"低聚体AI 为 HappyHorse 1.0 制作的全球首发 AI 短片，发布在小红书，获 3421 点赞。短片定位为 AI 短剧风格，未公开具体工具链或工作流细节，但展示了模型在角色一致性和镜头语言上的表现力。","recommendation":"HappyHorse 1.0 的首发短片，AI 短剧团队可以拉片看角色一致性和镜头衔接，当风格参考用。","href":"./2026-05-22.html#item-cases-1","url":"https://www.xiaohongshu.com/explore/69ef5fe8000000001b022f4a","tags":["short_drama","case_study","consistency"],"entities":["HappyHorse 1.0"],"gist":"HappyHorse 1.0首发AI短片展示角色一致性"},{"id":"2026-05-22-works-02","date":"2026-05-22","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"Created with Pixverse using GPT-Image-2 and Seedance 2","summary":"Pixverse 官方发布一条 15 秒 3D 动画风格烹饪喜剧短片，使用 GPT-Image-2 生成角色素材、Seedance 2.0 驱动动画，并上传角色表作为 BAOBAO 和主厨的固定视觉参考，验证了多工具串联下角色一致性的可行性。","recommendation":"Pixverse 官方用 GPT-Image-2 和 Seedance 2.0 串了一条 15 秒烹饪喜剧短片，带角色表固定视觉参考。做 AI 短片的可以拉片看多工具串联的角色一致性效果。","href":"./2026-05-22.html#item-cases-2","url":"https://x.com/PixVerse_/status/2057360423406506359","tags":["video_gen","animation","consistency","case_study"],"entities":["Pixverse","GPT-Image-2","Seedance 2.0"],"gist":"Pixverse用多工具串联验证角色一致性"},{"id":"2026-05-22-works-03","date":"2026-05-22","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"脑叶公司二创动画——第一集","summary":"B站UP主发布《脑叶公司》二创AI动画第一集，时长20分钟，单人独立完成，使用三个AI平台的生成积分，对照游戏wiki逐条验证剧情合理性。UP主表示后续计划出流程分享视频。","recommendation":"个人创作者用三个平台积分堆出来的20分钟二创动画，做AI短剧的可以拉片看单人工作流极限和剧情还原思路。","href":"./2026-05-22.html#item-cases-3","url":"https://www.bilibili.com/video/BV1c3Lh6cEKU","tags":["animation","case_study","short_drama"],"entities":[],"gist":"个人用三平台制作20分钟二创动画"},{"id":"2026-05-22-works-04","date":"2026-05-22","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"一组角色、由400个提示词、1600张图像组合而成，导演被NBC News誉为“AI界的乔治・卢卡斯”","summary":"Gossip Goblin 工作室制作的 AI 短片《THE PATCHWRIGHT》，设定在企业控制未来的赛博朋克世界，富人住天上、穷人住地下。制作上采用 400 个提示词、1600 张图像组合出一组角色，导演被 NBC News 称为“AI 界的乔治·卢卡斯”。作品在 Reddit 获高赞，被评价为“真正的赛博朋克”。","recommendation":"AI 短片《THE PATCHWRIGHT》，400 个提示词、1600 张图堆出来的角色一致性，做 AI 短剧和视觉开发的可以拉片看怎么用笨办法堆出风格统一的世界观。","href":"./2026-05-22.html#item-cases-4","url":"https://www.bilibili.com/video/BV1Zi5v6vEG4","tags":["image_gen","consistency","case_study","art_design"],"entities":[],"gist":"AI短片用400提示词1600图堆角色一致性"},{"id":"2026-05-23-industry-01","date":"2026-05-23","section":"industry","sectionName":"行业与平台","source":"@Google","title":"Gemini Omni combines an understanding of physics with…","summary":"Google 发布 Gemini Omni，将物理理解能力与 Gemini 的通用知识结合，支持通过自然语言指令（如“调暗灯光”“放入黑白棋盘格房间”）生成符合物理逻辑的视觉内容，画面能对动作指令做出实时响应。该模型面向 AI 视觉创作和交互式场景生成场景，目前官方推文附有演示链接。","recommendation":"Google 把物理理解塞进 Gemini，画面能根据指令实时响应逻辑动作。做 AI 短剧和视觉开发的可以直接上手试，看场景交互和物理一致性够不够稳。","href":"./2026-05-23.html#item-industry-1","url":"https://x.com/Google/status/2057881886345805927","tags":["video_gen","control","three_d"],"entities":["Gemini Omni"],"gist":"Gemini Omni结合物理理解生成交互视觉"},{"id":"2026-05-23-industry-02","date":"2026-05-23","section":"industry","sectionName":"行业与平台","source":"@Google","title":"Nano Banana for video is here 🍌🎥","summary":"Google 发布 Gemini Omni 模型，主打视频生成与编辑的对话式交互，用户可通过自然语言指令直接创建和修改视频内容，无需传统剪辑工具。该模型将视频创作流程简化为实时对话，适用于快速原型、短剧制作、镜头调整等场景。","recommendation":"Google 把视频生成和编辑做成交互式对话，编导和短剧团队可以直接用自然语言改镜头、调节奏，不用切工具。","href":"./2026-05-23.html#item-industry-2","url":"https://x.com/Google/status/2057881884219035752","tags":["video_gen","editing","agent"],"entities":["Gemini Omni"],"gist":"Gemini Omni支持对话式视频生成编辑"},{"id":"2026-05-23-industry-03","date":"2026-05-23","section":"industry","sectionName":"行业与平台","source":"@Google","title":"RT @GoogleDeepMind: Project Genie 🤝 @GoogleMaps Street View","summary":"Google DeepMind 宣布 Project Genie 与 Google Maps Street View 集成，用户可将美国真实街景地点一键转化为可交互的 3D 世界。该功能基于 Genie 的生成式交互环境技术，目前面向美国地区开放，具体操作界面和生成效果细节尚未公开。","recommendation":"Google DeepMind 把 Genie 接入了地图街景，真实地点一键转成可交互的 3D 世界。做视觉开发和场景设计的可以直接拿真实街景当素材库，省掉搭场景的功夫。","href":"./2026-05-23.html#item-industry-3","url":"https://x.com/Google/status/2057860717194158180","tags":["three_d","video_gen","control"],"entities":["Project Genie","Google Maps Street View"],"gist":"Project Genie集成街景生成交互3D世界"},{"id":"2026-05-23-industry-04","date":"2026-05-23","section":"industry","sectionName":"行业与平台","source":"@GoogleDeepMind","title":"RT @GeminiApp: Gemini Omni is here, and we’ve been seeing…","summary":"Google DeepMind 官方宣布 Gemini Omni 正式上线，并展示了一周内用户产出的多模态创作案例。该模型支持文本、图像、音频、视频的混合输入与生成，官方精选案例覆盖了从视觉风格实验到短叙事片段等方向，但推文未提供具体技术参数或工作流细节。","recommendation":"Google 官宣 Gemini Omni 上线，并晒了一周内创作者产出的优秀案例。做 AI 视觉和短剧的可以点进去看看官方精选的创作方向，当风格参考和灵感库用。","href":"./2026-05-23.html#item-industry-4","url":"https://x.com/GoogleDeepMind/status/2057831737351082012","tags":["video_gen","image_gen","audio_voice","audio_music","case_study"],"entities":["Gemini Omni"],"gist":"Gemini Omni上线展示多模态创作案例"},{"id":"2026-05-23-tools-01","date":"2026-05-23","section":"tools","sectionName":"工具与能力","source":"@Google","title":"Edit your own videos with Gemini Omni","summary":"Google 官方宣布 Gemini Omni 新增视频编辑功能，用户可通过自然语言指令对已有视频进行局部修改或整体重拍，无需传统剪辑软件。该能力基于 Gemini 的多模态理解与生成模型，将用户拍摄的视频作为起点，生成原本无法实拍的内容。具体支持的操作类型、输出分辨率、时长限制等参数尚未公开。","recommendation":"Google 把 Gemini 的视频理解能力直接做成剪辑工具，改局部或重拍整段都能在对话里完成，做后期和短剧的可以上手试一轮，看废片率能降多少。","href":"./2026-05-23.html#item-tools-1","url":"https://x.com/Google/status/2057881892477948104","tags":["video_gen","editing","control"],"entities":["Gemini Omni"],"gist":"Gemini Omni新增自然语言视频编辑功能"},{"id":"2026-05-23-tools-02","date":"2026-05-23","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Voice creators set the terms","summary":"ElevenLabs 推出声音创作者控制新规：声音所有者可自主选择授权对象、使用场景、设置通知期限（以年为单位），并可设定缓冲期后主动退休声音。所有授权与撤回权完全归声音创作者本人，平台不干预。","recommendation":"ElevenLabs 把声音授权控制权完全交给创作者，谁用、用在哪、用多久、怎么退休，全由声音本人定。做配音、短剧、虚拟角色的后期和制片可以直接套用这套授权模板，省掉自己拟合同。","href":"./2026-05-23.html#item-tools-2","url":"https://x.com/ElevenLabs/status/2057840639132250440","tags":["audio_voice","industry","case_study"],"entities":["ElevenLabs"],"gist":"ElevenLabs推出声音创作者授权控制新规"},{"id":"2026-05-23-tools-03","date":"2026-05-23","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"Imagination","summary":"LumaLabs 官方宣布 Seedance 2.0 已集成至 Luma Agents 产品中，支持人像、风景、科幻、奇幻等多种风格的高质量镜头渲染，用户可直接在 Agents 工作流内调用 Seedance 2.0 生成画面，无需切换工具或额外配置。","recommendation":"Seedance 2.0 正式集成进 Luma Agents，做 AI 短剧和视觉开发的可以直接在 Agents 里跑高质量镜头，不用切工具链了。","href":"./2026-05-23.html#item-tools-3","url":"https://x.com/LumaLabsAI/status/2057864318910161036","tags":["video_gen","agent","case_study"],"entities":["Seedance 2.0","Luma Agents"],"gist":"Seedance 2.0集成至Luma Agents支持高质量镜头"},{"id":"2026-05-23-tools-04","date":"2026-05-23","section":"tools","sectionName":"工具与能力","source":"@OpenAI","title":"3️⃣ Goal mode is now available in the Codex app, IDE…","summary":"OpenAI 在 Codex 应用、IDE 扩展和 CLI 中上线 Goal mode 功能，支持用户设定一个目标后让 Codex 自主工作数小时甚至数天，无需逐条指令干预。该模式面向需要长时间、多步骤 AI 编程任务的场景，如批量处理、自动化工作流编排等，已开放使用。","recommendation":"Codex 的 Goal mode 让 AI 编程从单次指令变成持续数小时甚至数天的自主任务，做 AI 短剧工具链和自动化工作流的可以直接接 API 测一周，看能不能把批量生成脚本、分镜、字幕的流程串起来跑通。","href":"./2026-05-23.html#item-tools-4","url":"https://x.com/OpenAI/status/2057617860986593680","tags":["agent","tutorial"],"entities":["Codex"],"gist":"Codex上线Goal mode支持长时间自主编程任务"},{"id":"2026-05-23-methods-01","date":"2026-05-23","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"What if your best workflow could be reused by anyone, in…","summary":"FLORA 发布 Technique 功能，允许用户在画布上构建可复用的创作工作流，输入素材后一键输出成品，无需每次重新编写 prompt。该功能面向批量生产场景，降低重复劳动，适合短剧、视觉物料等需要统一风格和流程的创作任务。","recommendation":"FLORA 推出可一键复用的创作工作流模板，输入素材直接出成品，不用每次从头写 prompt。做 AI 短剧和视觉的可以点开链接看怎么搭，适合批量出片场景。","href":"./2026-05-23.html#item-methods-1","url":"https://x.com/floraai/status/2057503998437986593","tags":["agent","tutorial"],"entities":["FLORA"],"gist":"FLORA发布可复用创作工作流Technique功能"},{"id":"2026-05-23-methods-02","date":"2026-05-23","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"From storyboard to cinematic short:","summary":"PixVerse 官方发布一条工作流演示：用 GPT Image 2 生成分镜图，再通过 Seedance 2.0 转成动态短片，主题为一只柯基独自在家的日常。推文附有工作流链接，需关注、转发、评论后获取。该链路展示了从静态分镜到 AI 视频成片的完整流程，适用于短剧和视觉开发场景。","recommendation":"PixVerse 官方演示了一条从分镜到成片的完整工作流：GPT Image 2 出分镜图，Seedance 2.0 转成动态短片。做 AI 短剧和视觉开发的可以直接套用这个链路，跑一遍看自己项目出片稳不稳。","href":"./2026-05-23.html#item-methods-2","url":"https://x.com/PixVerse_/status/2057839082424668480","tags":["video_gen","storyboard","short_drama"],"entities":["PixVerse","GPT Image 2","Seedance 2.0"],"gist":"PixVerse演示分镜图转动态短片工作流"},{"id":"2026-05-23-methods-03","date":"2026-05-23","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"WorkFlow","summary":"PixVerse 官方账号分享 AI 动画工作流：先用 GPT Image 2 生成角色设定三视图（固定风格化 3D 参考图），再输入视频生成模型进行动画制作。核心思路是在动画前先明确角色定义，让视频模型保持角色一致性。具体案例为 BAOBAO 和主厨两个角色的固定风格参考图制作。","recommendation":"做 AI 动画的可以直接抄这个工作流：先用 GPT Image 2 定角色三视图，再喂给视频模型，角色一致性比直接生视频稳得多。","href":"./2026-05-23.html#item-methods-3","url":"https://x.com/PixVerse_/status/2057308368323412345","tags":["animation","consistency","image_gen"],"entities":["PixVerse","GPT Image 2"],"gist":"用GPT Image 2定角色三视图提升一致性"},{"id":"2026-05-23-methods-04","date":"2026-05-23","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"A realistic fighter vs a fully anime-styled character…","summary":"ComfyUI 官方演示：用 Seedance 2.0 生成写实格斗家与全动漫风格角色对比，结合详细提示词和参考图，工作流内嵌 LLM 辅助提示词生成，旨在实现更可控的影视级画面输出。该工作流已公开，适合在 ComfyUI 内复现。","recommendation":"ComfyUI 官方演示 Seedance 2.0 结合 LLM 提示词的工作流，做视觉和短剧的可以跑一遍看风格控制效果。","href":"./2026-05-23.html#item-methods-4","url":"https://x.com/ComfyUI/status/2057896701948817817","tags":["video_gen","control","prompt"],"entities":["ComfyUI","Seedance 2.0"],"gist":"ComfyUI演示Seedance 2.0风格控制工作流"},{"id":"2026-05-23-methods-05","date":"2026-05-23","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"HeyGen MCP: How to integrate AI video into your workflows…","summary":"HeyGen 官方发布 MCP（Model Context Protocol）集成教程，指导开发者如何将 AI 视频生成能力接入自定义工作流。该推文文本仅含标题和链接，无具体技术细节或参数。","recommendation":"HeyGen 官方出的 MCP 集成教程，做 AI 视频工作流编排的技术整合者可以直接跑一遍，看怎么把 AI 视频生成塞进现有工具链。","href":"./2026-05-23.html#item-methods-5","url":"https://x.com/HeyGen/status/2057491958030012891","tags":["agent","video_gen","tutorial"],"entities":["HeyGen","MCP"],"gist":"HeyGen MCP集成教程，接入AI视频生成"},{"id":"2026-05-23-works-01","date":"2026-05-23","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"中专生10天手搓AI短片火爆全网，凭实力让老外折服","summary":"B站UP主「有料唐呱呱」用10天时间独立完成一部AI短片，引发国内外关注，播放量近7万。短片未公开具体工具链或工作流细节，但展示了个人创作者在有限资源下完成AI叙事成片的可能性，题材和视觉风格偏向剧情向，角色一致性和镜头语言处理是看点。","recommendation":"中专生10天用AI搓出短片，海外也有热度。做AI短剧的可以拉片看低成本叙事和角色一致性处理，编导关注节奏和镜头语言怎么在有限资源下撑起来。","href":"./2026-05-23.html#item-cases-1","url":"https://www.bilibili.com/video/BV1vQLw6gEWg","tags":["case_study","short_drama","consistency","camera"],"entities":[],"gist":"中专生10天手搓AI短片，低成本叙事案例"},{"id":"2026-05-23-works-02","date":"2026-05-23","section":"cases","sectionName":"作品与案例","source":"@pika_labs","title":"2/3 The sitcom you wish was real","summary":"Pika Labs 官方发布 AI 生成情景喜剧片段（系列第 2/3 集），延续其 AI 视频生成模型在叙事性内容上的探索，主打角色互动与场景一致性。该条推文文本无实质内容（仅含链接），具体成片效果需查看链接原文。","recommendation":"Pika 官方发的 AI 情景喜剧片段，做 AI 短剧和视觉的可以拉片看角色互动和场景一致性处理。","href":"./2026-05-23.html#item-cases-2","url":"https://x.com/pika_labs/status/2057888503338611038","tags":["video_gen","case_study","consistency"],"entities":["Pika"],"gist":"Pika AI情景喜剧片段，展示角色场景一致性"},{"id":"2026-05-23-works-03","date":"2026-05-23","section":"cases","sectionName":"作品与案例","source":"@pika_labs","title":"Check out these incredible clips from @TheJunkyardGold and…","summary":"Pika 官方账号转发用户 @TheJunkyardGold 及其 Pika 智能体 Curly Joe 生成的多段 AI 短片片段，涵盖动画、超现实游戏秀、真人情景剧等多种风格，展示了 Pika 模型在角色一致性和风格多样性上的能力。","recommendation":"Pika 官方精选的 AI 短片合集，从动画虫虫到超现实游戏秀到真人情景剧，风格跨度大，做视觉和编导的可以当风格参考拉片看。","href":"./2026-05-23.html#item-cases-3","url":"https://x.com/pika_labs/status/2057888501644071179","tags":["video_gen","animation","consistency","case_study"],"entities":["Pika"],"gist":"Pika智能体生成多风格短片展示角色一致性"},{"id":"2026-05-24-industry-01","date":"2026-05-24","section":"industry","sectionName":"行业与平台","source":"@yanhua1010","title":"Yanhua @yanhua1010 · 20小时 卧槽，DeepSeek最新旗舰推理模型V4-Pro…","summary":"DeepSeek 旗舰推理模型 V4-Pro 宣布永久 75% 折扣，价格大幅低于 GLM、Kimi 等竞品。用户可将 DeepSeek 接入 Claude Code 使用。该推文为个人用户分享，非官方公告，未提供具体折扣后价格、API 调用方式或模型能力参数。","recommendation":"DeepSeek V4-Pro 降价 75% 且永久，做 AI 编程和工具链集成的可以接 API 测一周，看推理质量和成本能不能替代 Claude。","href":"./2026-05-24.html#item-industry-1","url":"https://x.com/yanhua1010/status/2058023675908198873","tags":["cost_open","agent"],"entities":["DeepSeek","GLM","Kimi","Claude Code"],"gist":"DeepSeek V4-Pro降价75%可接入Claude Code"},{"id":"2026-05-24-methods-01","date":"2026-05-24","section":"methods","sectionName":"方法与经验","source":"@higgsfield_ai","title":"Higgsfield AI @higgsfield_ai · 5小时 We made a cartoon…","summary":"Higgsfield AI 展示了一条全在 Claude 生态内完成的卡通短片制作链路：Claude 写故事，Nano Banana Pro 画角色表和分镜，Seedance 2.0 做最终动画，Higgsfield MCP 负责路由调度。整条工作流无需离开 Claude 界面，从创意到成片一站式完成，适合短剧和动画团队参考其工具链编排方式。","recommendation":"一条从剧本到成片全在 Claude 里完成的卡通短片工作流，编导和短剧团队可以直接抄这个链路跑一遍，看角色一致性和出片效率稳不稳。","href":"./2026-05-24.html#item-methods-1","url":"https://x.com/higgsfield_ai/status/2058242209695379585","tags":["agent","script","art_design","storyboard","animation"],"entities":["Claude","Nano Banana Pro","Seedance 2.0","Higgsfield MCP"],"gist":"Claude生态内完成卡通短片制作全流程"},{"id":"2026-05-24-methods-02","date":"2026-05-24","section":"methods","sectionName":"方法与经验","source":"@Saccc_c","title":"Sac @Saccc_c · 13小时 99% 的人使用 Codex 中的/goal 命令都是错误的…","summary":"用户 Sac 分享 Codex 中 /goal 命令的正确使用方式，指出多数人直接写“帮我完成xx任务”是低效用法，并附上更有效的 prompt 模板示例。该推文文本未提供具体模板内容或技术参数，需查看链接原文获取完整信息。","recommendation":"Codex 的 /goal 命令用法分享，做 AI 编程和 Agent 工作流的可以看看 prompt 写法差异，实测一下效果。","href":"./2026-05-24.html#item-methods-2","url":"https://x.com/Saccc_c/status/2058121361005162851","tags":["prompt","agent"],"entities":["Codex"],"gist":"Codex中/goal命令的正确使用方式"},{"id":"2026-05-24-methods-03","date":"2026-05-24","section":"methods","sectionName":"方法与经验","source":"@GeekCatX","title":"知识猫图解 @GeekCatX · 8小时 codex + 飞书cli+配合我本地AI自媒体写作skill…","summary":"个人创作者分享其 AI 自媒体写作工作流：使用 Codex（推测为 AI 编程工具）配合飞书 CLI 及本地 AI 写作 skill，将原本需要一周的教程写作、配图、整理流程缩短至半天。该推文为个人体验分享，未公开具体工具链参数或工作流细节。","recommendation":"个人工作流分享：Codex + 飞书 CLI + 本地 AI 写作 skill，把一周的教程产出压缩到半天。做 AI 编程和自动化工作流的可以看看这套链路怎么搭的。","href":"./2026-05-24.html#item-methods-3","url":"https://x.com/GeekCatX/status/2058194129457475973","tags":["agent","tutorial"],"entities":["Codex","飞书CLI"],"gist":"Codex加飞书CLI加速自媒体写作流程"},{"id":"2026-05-24-methods-04","date":"2026-05-24","section":"methods","sectionName":"方法与经验","source":"@krea_ai","title":"then, select a set of images and add them into the trainer","summary":"Krea AI 官方推文演示训练器操作流程：选择一组图片后，在右侧边栏选择 \"Krea 2 Medium\" 或 \"Krea 2 Large\" 模型，并可调整 Steps 参数控制训练强度。推文仅含操作步骤截图链接，未公开具体训练效果或参数范围。","recommendation":"Krea 官方发的训练器操作片段，选图、选模型、调 Steps 三步走，做角色 LoRA 的可以直接照着跑一遍。","href":"./2026-05-24.html#item-methods-4","url":"https://x.com/krea_ai/status/2057468867350614357","tags":["image_gen","tutorial","control"],"entities":["Krea AI","Krea 2 Medium","Krea 2 Large"],"gist":"Krea训练器选图选模型调Steps操作流程"},{"id":"2026-05-24-methods-05","date":"2026-05-24","section":"methods","sectionName":"方法与经验","source":"@krea_ai","title":"RT @VictorInFocus: This has been my favorite experiment…","summary":"创作者 VictorInFocus 分享用 Krea 2 进行风格迁移实验：将电影截图输入大模型，生成风格化图像。未公开具体参数或完整工作流细节，但展示了 Krea 2 在视觉风格参考和概念图生成上的应用潜力。","recommendation":"用电影截图喂 Krea 2 做风格迁移，视觉师可以直接抄这个工作流做风格参考和概念图。","href":"./2026-05-24.html#item-methods-5","url":"https://x.com/krea_ai/status/2057254414323507576","tags":["image_gen","art_design","tutorial"],"entities":["Krea 2"],"gist":"用Krea 2做电影截图风格迁移实验"},{"id":"2026-05-24-works-01","date":"2026-05-24","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"原创ai剧，遗迹猛攻大红！遇见神秘BOSS！学渣决斗者第15集！","summary":"B 站 UP 主「罗罗汤马西光」原创 AI 短剧《学渣决斗者》第 15 集，单集播放量超 101 万，属于长系列 AI 短剧作品，题材为战斗/冒险向，主打角色对决与剧情推进，未公开具体工具链或工作流细节。","recommendation":"B 站 AI 短剧系列第 15 集，单集播放破百万，做 AI 短剧的可以拉片看长系列如何维持观众黏性和叙事节奏。","href":"./2026-05-24.html#item-cases-1","url":"https://www.bilibili.com/video/BV12KL26UEzJ","tags":["short_drama","case_study"],"entities":[],"gist":"B站AI短剧第15集播放破百万"},{"id":"2026-05-24-works-02","date":"2026-05-24","section":"cases","sectionName":"作品与案例","source":"@MrLarus","title":"Larus Canus @MrLarus · 8小时 太极发威！ AI只花5分钟生成的《太极推手四两拨千斤》，功力深厚…","summary":"创作者 @MrLarus 用 AI 工具 5 分钟生成《太极推手四两拨千斤》短片，展示静立听劲、转腕化力、圆转卸劲、借力打力等完整太极推手动作序列，画面真实干净，水纹圆环、衣袖弧线、雨后青砖院落等细节氛围感强。故事板提示词已拆解在评论区，可供复现参考。","recommendation":"AI 生成的太极推手动作短片，动作连贯、镜头稳、氛围到位，做动作戏和古风短剧的可以拉片看镜头调度和提示词拆解。","href":"./2026-05-24.html#item-cases-2","url":"https://x.com/MrLarus/status/2058202419540951381","tags":["video_gen","animation","prompt"],"entities":[],"gist":"AI生成太极推手动作短片并拆解提示词"},{"id":"2026-05-24-works-03","date":"2026-05-24","section":"cases","sectionName":"作品与案例","source":"@aziz4ai","title":"JADE FALCON: AWAKENING","summary":"个人创作者 @aziz4ai 发布 AI 短片《JADE FALCON: AWAKENING》，2 分钟时长，使用 GPT Image 生成角色与故事板，再通过 Hailuo_AI 的 SeeDance 2.0 完成动态生成。题材为古装奇幻，讲述村民发现远古力量拯救族人的故事。未公开完整工作流细节或具体参数。","recommendation":"个人创作者用 GPT Image + SeeDance 2.0 搭的 2 分钟 AI 短片，做短剧和视觉的可以拉片看角色一致性和镜头衔接处理。","href":"./2026-05-24.html#item-cases-3","url":"https://x.com/aziz4ai/status/2057824424838004836","tags":["film","video_gen","image_gen","consistency"],"entities":["GPT Image","Hailuo_AI","SeeDance 2.0"],"gist":"GPT Image加SeeDance制作2分钟AI短片"},{"id":"2026-05-24-works-04","date":"2026-05-24","section":"cases","sectionName":"作品与案例","source":"@CharaspowerAI","title":"This was generated from ONE prompt 🤯","summary":"推文展示了一条由单条 prompt 生成的 AI 短片，内容模拟日本电视综艺风格，包含动画字幕、反应镜头、吉祥物、闪光特效和超多层剪辑。推文指出这类复杂画面是多数视频生成模型的压力测试，但未公开具体使用的模型或工作流。","recommendation":"用一条 prompt 生成日本综艺风格的 AI 短片，视觉师和后期可以拉片看模型对复杂多层画面（动画字幕、反应镜头、特效）的处理能力。","href":"./2026-05-24.html#item-cases-4","url":"https://x.com/CharaspowerAI/status/2056748879995969700","tags":["video_gen","post_fx","editing"],"entities":[],"gist":"单条prompt生成日本综艺风格短片"},{"id":"2026-05-25-industry-01","date":"2026-05-25","section":"industry","sectionName":"行业与平台","source":"@xiaohu","title":"小互 @xiaohu · 9小时 兄弟们，Hyper3D 又放大招了 这次是真的猛... Rodin Gen-2…","summary":"Hyper3D 发布 Rodin Gen-2.5，号称最强 3D 生成模型，4 秒生成百万面模型。该推文为 KOL 转发报道，未提供具体技术参数、生成效果对比或 API 接入信息。","recommendation":"Hyper3D 的 Rodin Gen-2.5 号称 4 秒生成百万面模型，做 3D 资产和视觉开发的可以点进去看参数和效果，看能不能替代传统建模流程。","href":"./2026-05-25.html#item-industry-1","url":"https://x.com/xiaohu/status/2058779268247867848","tags":["three_d","cost_open"],"entities":["Hyper3D","Rodin Gen-2.5"],"gist":"Rodin Gen-2.5号称4秒生成百万面模型"},{"id":"2026-05-25-industry-02","date":"2026-05-25","section":"industry","sectionName":"行业与平台","source":"@Rayko_wang","title":"Rayko @Rayko_wang · 18小时 ReelQuest - Create your new…","summary":"Rayko 发布推文宣布 ReelQuest 产品，附链接 reelquest.ai，推文文本仅含标题和链接，无产品功能、技术参数或应用场景等实质信息。","recommendation":"推文只有标题和链接，无任何实质信息。做 AI 创作的可以点开链接看看是什么产品，但推文本身没有可参考的内容。","href":"./2026-05-25.html#item-industry-2","url":"https://x.com/Rayko_wang/status/2058633739144733074","tags":["video_gen"],"entities":["ReelQuest"],"gist":"ReelQuest产品发布预告，无实质信息"},{"id":"2026-05-25-industry-03","date":"2026-05-25","section":"industry","sectionName":"行业与平台","source":"@MoveAI_","title":"We have multiple partners now successfully using the…","summary":"Move AI 宣布其无标记动捕系统 GENESIS 已成功在 OptiTrack 相机上运行，设置时间不到 15 分钟，支持身体无标记捕捉，可申请免费测试许可证。该系统面向虚拟制片、游戏动画和 AI 角色动捕场景，降低了传统动捕的硬件门槛和设置成本。","recommendation":"Move AI 的 GENESIS 无标记动捕系统已跑通 OptiTrack 相机，15 分钟完成设置，做虚拟制片和动捕的可以申请免费测试许可证试试效果。","href":"./2026-05-25.html#item-industry-3","url":"https://x.com/MoveAI_/status/2058835463822291212","tags":["performance","three_d","cost_open"],"entities":["GENESIS","OptiTrack","Move AI"],"gist":"Move AI无标记动捕系统支持OptiTrack相机"},{"id":"2026-05-25-industry-04","date":"2026-05-25","section":"industry","sectionName":"行业与平台","source":"@vista8","title":"向阳乔木 @vista8 · 3小时 飞书果然还是先进，WayToAGI群看梦飞说飞书支持Markdown下载了…","summary":"飞书新增 Markdown 下载功能，用户可将文档直接导出为 Markdown 格式。该功能对 AI Agent 工作流编排有直接价值，可减少文档转格式的中间步骤。个人体验分享，无具体技术参数或 API 细节。","recommendation":"飞书新增 Markdown 下载功能，做 AI Agent 工作流编排的可以顺手接一下，不用再手动转格式了。","href":"./2026-05-25.html#item-industry-4","url":"https://x.com/vista8/status/2058856854579749314","tags":["agent","industry"],"entities":["飞书"],"gist":"飞书支持Markdown下载，利好AI Agent工作流"},{"id":"2026-05-25-methods-01","date":"2026-05-25","section":"methods","sectionName":"方法与经验","source":"@Govindaiii","title":"Govind Singh @Govindaiii · 19小时 Testing consistent…","summary":"Govind Singh 在 ComfyUI 内搭建 AI Agent 工作流，实现全自动 AI 音乐视频制作：Agent 调用开源图像模型生成角色一致的图片，再通过 LTX 2.6 模型完成图生视频，全程无需人工剪辑。该工作流验证了角色一致性在自动化 MV 生产中的可行性，核心依赖 ComfyUI 节点编排与开源模型组合。","recommendation":"AI 音乐视频全自动工作流实测，角色一致性 + 图生视频一条线跑通，做 MV 和短剧的可以抄这个 ComfyUI 工作流模板。","href":"./2026-05-25.html#item-methods-1","url":"https://x.com/Govindaiii/status/2058615047635734636","tags":["mv","consistency","agent","video_gen"],"entities":["ComfyUI","LTX 2.6"],"gist":"ComfyUI全自动AI音乐视频工作流，角色一致"},{"id":"2026-05-25-methods-02","date":"2026-05-25","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"Alex Patrascu @maxescu · 8小时 Add anyone to the Backrooms…","summary":"Alex Patrascu 展示用 Gemini Omni 将任意人物放入 Backrooms 场景的方法，核心 prompt 要求保持主体运动和时间精确，背景替换为黄色图案壁纸、潮湿地毯、低天花板、荧光灯板等经典 Backrooms 元素。推文附有示例视频，未公开完整工作流或参数细节。","recommendation":"用 Gemini Omni 把任意人物放进 Backrooms 场景，一条 prompt 搞定背景替换和运动保持。做视觉和后期的不妨跑一遍看看效果稳不稳。","href":"./2026-05-25.html#item-methods-2","url":"https://x.com/maxescu/status/2058790153569869972","tags":["video_gen","post_fx","prompt"],"entities":["Gemini Omni"],"gist":"Gemini Omni将人物放入Backrooms场景"},{"id":"2026-05-25-methods-03","date":"2026-05-25","section":"methods","sectionName":"方法与经验","source":"@0xbisc","title":"Latte @0xbisc · 2小时 AI video creation is entering the Skill…","summary":"Latte 用户 @0xbisc 用 Flova Skill 从一句简单描述生成漂移短片，声称无需复杂提示词和剪辑工作流，推文附完整工作流和 prompt。该推文为个人使用体验分享，展示了 Skill 模式下 AI 视频创作的简化流程。","recommendation":"一句话+一个Skill出漂移短片，做AI短剧和视觉的可以点开看工作流和prompt，省掉复杂剪辑流程。","href":"./2026-05-25.html#item-methods-3","url":"https://x.com/0xbisc/status/2058874225717547056","tags":["video_gen","agent","tutorial"],"entities":["Flova Skill"],"gist":"Flova Skill一句话生成漂移短片"},{"id":"2026-05-25-methods-04","date":"2026-05-25","section":"methods","sectionName":"方法与经验","source":"@vista8","title":"向阳乔木 @vista8 · 41分钟 下个月要去给传统媒体朋友分享Prompt、 Skill、AI…","summary":"向阳乔木为准备给传统媒体的分享，用 Youmind 反复调试出一套简洁风 GPT-image-2 提示词，声称 AI 味更小、更适配 AI Agent 产品，提示词放在评论区。个人经验分享，无具体参数或工作流细节。","recommendation":"个人分享的 GPT-image-2 简洁风提示词调试经验，做视觉和 AI Agent 的可以翻评论区抄 prompt 模板。","href":"./2026-05-25.html#item-methods-4","url":"https://x.com/vista8/status/2058901737868824872","tags":["prompt","image_gen","agent"],"entities":["GPT-image-2","Youmind"],"gist":"分享简洁风GPT-image-2提示词调试经验"},{"id":"2026-05-25-methods-05","date":"2026-05-25","section":"methods","sectionName":"方法与经验","source":"@dotey","title":"宝玉 @dotey · 5月21日 文章 来自 Codex 官方团队的分享：如何把 Codex 用到极致…","summary":"Codex 官方团队分享如何高效使用代码编辑 AI Agent 的实战指南，核心观点是不要只让 Agent 写代码，而是将其作为全流程协作工具，涵盖代码审查、测试生成、文档编写、重构等环节。文章提供了具体的 prompt 设计思路和 Agent 工作流编排方法，适合需要将 AI 编程工具深度整合到开发流程中的技术整合者参考。","recommendation":"Codex 官方团队分享的 Agent 使用心法，做 AI 编程工具整合和自动化工作流的可以直接套用里面的 prompt 策略和流程设计。","href":"./2026-05-25.html#item-methods-5","url":"https://x.com/dotey/status/2057250417638035555","tags":["agent","tutorial"],"entities":["Codex"],"gist":"Codex官方分享AI Agent高效使用指南"},{"id":"2026-05-25-works-01","date":"2026-05-25","section":"cases","sectionName":"作品与案例","source":"@Rayko_wang","title":"Rayko @Rayko_wang · 18小时 We made an interesting experiment:…","summary":"创作者 Rayko 发布了一个 AI 生成的故宫交互式场景探索体验，用户可自由浏览故宫场景，所有画面均为 AI 生成。作者坦言无法 100% 还原实拍，但提供了一种新的体验方式。未公开具体工具链或工作流细节。","recommendation":"AI 生成的故宫交互式场景探索，视觉师和编导可以点进去看看 AI 在古建场景下的风格化处理能力，当个风格参考。","href":"./2026-05-25.html#item-cases-1","url":"https://x.com/Rayko_wang/status/2058633621339328520","tags":["three_d","case_study"],"entities":[],"gist":"AI生成故宫交互式场景探索体验"},{"id":"2026-05-25-works-02","date":"2026-05-25","section":"cases","sectionName":"作品与案例","source":"@EHuanglu","title":"el.cine @EHuanglu · 9小时 they say AI is soulless 由 AI 生成 94…","summary":"创作者 el.cine 发布一条 AI 生成短片片段，配文“they say AI is soulless”，获得 17 万次观看和 693 次转发。该片段为纯视觉展示，未公开具体工具链、工作流或叙事内容，属于个人作品分享。","recommendation":"AI 生成短片片段，视觉师可当风格参考，但无工作流或叙事信息，信息量有限。","href":"./2026-05-25.html#item-cases-2","url":"https://x.com/EHuanglu/status/2058772215706137083","tags":["video_gen","case_study"],"entities":[],"gist":"AI生成短片片段展示视觉风格"},{"id":"2026-05-26-industry-01","date":"2026-05-26","section":"industry","sectionName":"行业与平台","source":"@xai","title":"Grok Build is now available in Beta for all SuperGrok and X…","summary":"xAI 宣布 Grok Build 进入 Beta 阶段，面向所有 SuperGrok 和 X Premium+ 用户开放。核心能力包括：Plan Mode（规划模式）、Imagine（图片与视频生成）、CLI（命令行工具，用于构建自动化流程或编排器）。用户可通过 xAI 官网开始使用。","recommendation":"xAI 把 Grok Build 开放给所有付费用户，支持 Plan Mode、Imagine 生成图片视频、CLI 自动化编排。做 AI 工具链整合的可以上手测一周，看能不能串进自己的制作管线。","href":"./2026-05-26.html#item-industry-1","url":"https://x.com/xai/status/2058973760708091907","tags":["agent","image_gen","video_gen"],"entities":["Grok Build"],"gist":"Grok Build开放Beta支持规划与生成"},{"id":"2026-05-26-industry-02","date":"2026-05-26","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"Every marketplace listing is a split second decision","summary":"Luma Labs 推出 Luma Agents 新功能，面向电商商品图场景：上传参考图、定义视觉风格后，Agent 自动生成整套商品图，保持品牌一致性、细节和呈现质量，旨在将浏览者转化为购买者。该功能已上线，链接指向产品页面。","recommendation":"Luma 把商品图生成做成自动化 Agent，上传参考图就能批量出图，做电商视觉和产品广告的可以直接接进工作流省掉重复修图。","href":"./2026-05-26.html#item-industry-2","url":"https://x.com/LumaLabsAI/status/2058951275467735474","tags":["image_gen","agent","commercial"],"entities":["Luma Agents"],"gist":"Luma Agents自动生成电商商品图"},{"id":"2026-05-26-tools-01","date":"2026-05-26","section":"tools","sectionName":"工具与能力","source":"@Alibaba_Qwen","title":"✅Implicit caching is now live on Qwen3","summary":"阿里通义千问为 Qwen3.7-Max 模型上线隐式缓存功能，无需手动配置即可自动生效，降低重复请求的延迟和成本。同时提供显式缓存选项以获得更高且确定的命中率，官方已发布最佳实践指南。","recommendation":"Qwen3.7-Max 隐式缓存自动生效，不用配置就能提速降本。做 API 调用的技术整合者可以接上测一周，看缓存命中率和实际成本变化。","href":"./2026-05-26.html#item-tools-1","url":"https://x.com/Alibaba_Qwen/status/2058932656797368619","tags":["cost_open","agent"],"entities":["Qwen3.7-Max"],"gist":"Qwen3.7-Max上线隐式缓存降低延迟成本"},{"id":"2026-05-26-tools-02","date":"2026-05-26","section":"tools","sectionName":"工具与能力","source":"@ManusAI","title":"New: Projects are now available on mobile","summary":"Manus AI 宣布其项目管理功能「Projects」现已上线移动端，支持在手机端组织基于项目的协作工作，涵盖任务管理、共享文件、指令、技能和连接器等高级工作流。该更新将桌面端项目编排能力延伸至移动场景，便于随时查看和调整 AI 工作流状态。","recommendation":"Manus AI 把项目管理功能搬到了移动端，支持共享文件、指令和连接器。做 AI 工作流编排的技术整合者可以装起来用，移动端也能调项目进度和协作。","href":"./2026-05-26.html#item-tools-2","url":"https://x.com/ManusAI/status/2058929042758480346","tags":["agent"],"entities":["Manus AI"],"gist":"Manus AI项目管理功能上线移动端"},{"id":"2026-05-26-methods-01","date":"2026-05-26","section":"methods","sectionName":"方法与经验","source":"Runway Blog","title":"How Silverside AI Builds Coca-Cola's Best Ads for 65% Less","summary":"Runway 官方博客发布案例，详解 AI 广告公司 Silverside AI 如何用 Runway 工具链为可口可乐制作广告，成本降低 65% 的同时保持品牌调性和画面质量。案例公开了从创意到成片的工作流，包括角色一致性、品牌元素控制、批量产出等关键环节，适用于商业广告和短剧的工业化生产参考。","recommendation":"Runway 官方拆解 Silverside AI 为可口可乐做广告的案例，成本降 65% 但出片质量不降反升。做 AI 短剧和商业广告的团队可以直接拉片看工作流和甲方验收标准。","href":"./2026-05-26.html#item-methods-1","url":"https://runwayml.com/customers/how-silverside-ai-builds-coca-colas-best-ads-for-65-percent-less","tags":["case_study","commercial","consistency"],"entities":["Runway"],"gist":"Runway案例展示可口可乐广告降本65%"},{"id":"2026-05-26-methods-02","date":"2026-05-26","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"🚀Claude Code重大突破：Workflow功能完整实战教程！ultrawork召唤无数个Agent协同…","summary":"B 站 UP 主全球首测 Anthropic 未官宣的 Claude Code Workflow 功能（版本 V2.1.47/48），该功能被官方从 Changelog 删除但未从代码移除。Workflow 将 Agent 编排从模型临场建议升级为可观测、可验证、可复跑的脚本化流程，支持多 Agent 协同和自动生成 JS 脚本，实现精准可控的自动化工作流。","recommendation":"Claude Code 隐藏 Workflow 功能首测，把 Agent 编排从临场建议推进到可复跑脚本。做 AI 编程和自动化工作流的可以直接抄作业，跑一遍看能不能接进自己的工具链。","href":"./2026-05-26.html#item-methods-2","url":"https://www.bilibili.com/video/BV1KoGE6cE53","tags":["agent","tutorial"],"entities":["Claude Code"],"gist":"Claude Code Workflow功能实战教程"},{"id":"2026-05-26-methods-03","date":"2026-05-26","section":"methods","sectionName":"方法与经验","source":"@letz_ai","title":"Over the past weeks, we've added many small but powerful…","summary":"Letz AI 官方发布近期小功能改进合集教程，涵盖多个隐藏功能的使用方法，具体功能点和操作细节需查看链接原文。","recommendation":"Letz AI 近期小功能合集教程，做 AI 后期和工具整合的可以点开看看有没有漏掉的好用功能。","href":"./2026-05-26.html#item-methods-3","url":"https://x.com/letz_ai/status/2058925112498258086","tags":["tutorial"],"entities":["Letz AI"],"gist":"Letz AI近期小功能改进合集教程"},{"id":"2026-05-26-methods-04","date":"2026-05-26","section":"methods","sectionName":"方法与经验","source":"@letz_ai","title":"This tutorial covers:","summary":"Letz AI 官方发布新手教程，涵盖套索选区（Lasso Selection）、固定画板（Pinned Boards）、保存提示词（Save Prompts）、引导式创作（Guided Creation）和重新生成按钮（Regenerate Button）五项基础功能操作。面向刚接触该工具的创作者，属于入门级功能讲解，无高级工作流或技术参数。","recommendation":"Letz AI 官方出的新手教程，覆盖套索选区、固定画板、保存提示词等基础功能，刚上手这个工具的可以当入门指南看。","href":"./2026-05-26.html#item-methods-4","url":"https://x.com/letz_ai/status/2058925114721226916","tags":["tutorial"],"entities":["Letz AI"],"gist":"Letz AI新手教程覆盖五项基础功能"},{"id":"2026-05-26-methods-05","date":"2026-05-26","section":"methods","sectionName":"方法与经验","source":"@heyglif","title":"If you need really expressive voiceovers, ask Glif to use…","summary":"Glif 平台推荐用户通过其工具调用 Gemini 的 TTS 模型生成高表现力配音，强调灵活度高，适用于需要情绪变化的旁白或角色对话场景。该推文为使用技巧分享，未提供具体参数或对比数据。","recommendation":"做配音和后期口播的可以试试，Glif 调用 Gemini TTS 的灵活度比直接调 API 高不少，适合批量生成带情绪的旁白或角色台词。","href":"./2026-05-26.html#item-methods-5","url":"https://x.com/heyglif/status/2059026366884970563","tags":["audio_voice","tutorial"],"entities":["Glif","Gemini"],"gist":"Glif调用Gemini TTS生成高表现力配音"},{"id":"2026-05-26-works-01","date":"2026-05-26","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【悬疑动画】那天，AI成为了我致命的枷锁...","summary":"B 站 UP 主「患病人偶SickDoll」发布 AI 悬疑动画短片《致命AI》，由 Leckous 和 CV喵小熊配音，故事投稿自鸭马呆。短片为 AI 生成动画，悬疑题材，主打角色配音与 AI 视觉结合，未公开具体工具链或工作流细节。","recommendation":"AI 悬疑动画短片，角色配音和故事投稿的协作模式值得短剧团队参考，编导和视觉师可以拉片看叙事节奏和画面风格处理。","href":"./2026-05-26.html#item-cases-1","url":"https://www.bilibili.com/video/BV17TL16FEMp","tags":["animation","short_drama","case_study"],"entities":[],"gist":"AI悬疑动画短片《致命AI》发布"},{"id":"2026-05-26-works-02","date":"2026-05-26","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"AIGC动画 《坠落的小星》- 反校园霸凌原创短片","summary":"B 站 UP 主发布 AI 原创短片《坠落的小星》，以反校园霸凌为主题，内容基于创作者个人经历改编，未公开具体工具链或工作流细节。","recommendation":"个人经历改编的 AI 反霸凌短片，题材有社会价值，做 AI 短剧的可以拉片看叙事节奏和情感表达的处理方式。","href":"./2026-05-26.html#item-cases-2","url":"https://www.bilibili.com/video/BV1cLLY6KEd1","tags":["animation","short_drama","case_study"],"entities":[],"gist":"AI反校园霸凌短片《坠落的小星》"},{"id":"2026-05-26-works-03","date":"2026-05-26","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"心控 Kane&Vic 20集 为什么昨晚还在一起，今天就消失不见了？","summary":"B 站 UP 主 ZH泓HONG 发布 AI 短剧《心控 Kane&Vic》第 20 集，该系列已持续更新至 20 集，属于 AI 短剧批量生产案例。本集围绕角色关系突变展开叙事，未公开具体工具链或工作流细节。","recommendation":"AI 短剧系列新一集，做短剧的可以拉片看叙事节奏和角色一致性处理，20 集体量对批量生产有参考价值。","href":"./2026-05-26.html#item-cases-3","url":"https://www.bilibili.com/video/BV1D1G86TEh2","tags":["short_drama","case_study"],"entities":[],"gist":"AI短剧《心控》第20集更新"},{"id":"2026-05-26-works-04","date":"2026-05-26","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"年上发糖 第15集（全片由 FlovaAI 创作）","summary":"B 站 UP 主「软喵动漫-西瓜冻冻」发布 AI 动画短剧《年上发糖》第 15 集，全片由 FlovaAI 创作，属于系列化 AI 短剧作品，播放量过万。题材为年上恋爱向，视觉风格偏日系动画，适合拆解 AI 短剧的系列叙事节奏和角色一致性维持方式。","recommendation":"AI 动画短剧系列第 15 集，全片用 FlovaAI 生成，做 AI 短剧和角色 IP 的可以拉片看系列化叙事和角色一致性处理。","href":"./2026-05-26.html#item-cases-4","url":"https://www.bilibili.com/video/BV1fMG66GEL8","tags":["short_drama","animation","case_study"],"entities":["FlovaAI"],"gist":"AI动画短剧《年上发糖》第15集"},{"id":"2026-05-27-industry-01","date":"2026-05-27","section":"industry","sectionName":"行业与平台","source":"@elevenlabs","title":"Music v2 is available now across ElevenMusic…","summary":"ElevenLabs 发布 Music v2 模型，已在 ElevenMusic 和 ElevenCreative 产品中可用，即将开放 ElevenAPI 调用。该模型基于授权数据训练，明确可用于商业用途，适用于 AI 配乐、背景音乐生成、短剧音效等场景。","recommendation":"ElevenLabs 的 Music v2 正式上线，商用授权已清，做 AI 配音、配乐、短剧音效的可以直接上手试，不用操心版权问题。","href":"./2026-05-27.html#item-industry-1","url":"https://x.com/ElevenLabs/status/2059312440924426573","tags":["audio_music","industry"],"entities":["ElevenLabs","ElevenMusic","ElevenCreative","ElevenAPI"],"gist":"ElevenLabs发布Music v2商用音乐模型"},{"id":"2026-05-27-industry-02","date":"2026-05-27","section":"industry","sectionName":"行业与平台","source":"@elevenlabs","title":"If you're a musician or creator: ElevenMusic is your studio","summary":"ElevenLabs 发布 ElevenMusic 产品，基于 Music v2 引擎，支持从歌词、情绪或参考曲出发生成完整编曲，并可对已发现曲目进行混音。面向音乐创作者和内容配乐场景，已开放使用。","recommendation":"ElevenLabs 把 Music v2 引擎包装成独立产品 ElevenMusic，从歌词/情绪/参考曲到完整编曲一条龙，做 AI 配乐和音效的可以直接上手试。","href":"./2026-05-27.html#item-industry-2","url":"https://x.com/ElevenLabs/status/2059312422591013288","tags":["audio_music","audio_voice","commercial"],"entities":["ElevenMusic","Music v2"],"gist":"ElevenLabs发布ElevenMusic支持歌词情绪生成完整编曲"},{"id":"2026-05-27-industry-03","date":"2026-05-27","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Introducing Project Luxo: a new initiative exploring how…","summary":"Runway 宣布启动 Project Luxo 项目，旨在验证 AI 生成视频已跨越恐怖谷效应。过去几周，团队已向好莱坞高管、制片人、导演、编剧、演员和记者展示了一系列 AI 短片，获得积极反馈。项目名称 Luxo 致敬皮克斯经典台灯角色，暗示 AI 视频在情感表达和角色可信度上达到新高度。具体短片内容和技术细节尚未公开。","recommendation":"Runway 官方下场验证 AI 视频已跨过恐怖谷，好莱坞高管和创作者集体反馈。做 AI 短剧和长片的，这条值得蹲后续成片和行业反应。","href":"./2026-05-27.html#item-industry-3","url":"https://x.com/runwayml/status/2059279505009615293","tags":["video_gen","film","case_study"],"entities":["Runway","Project Luxo"],"gist":"Runway启动Project Luxo验证AI视频跨越恐怖谷"},{"id":"2026-05-27-industry-04","date":"2026-05-27","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"The words are already there","summary":"LumaLabs 推出 Luma Agents 新功能：输入 Newsletter 内容即可自动生成可分享的图文卡片，支持设定视觉方向。该功能面向内容分发场景，降低 Newsletter 转社交图文的设计门槛。","recommendation":"Luma 把 Newsletter 转成可分享图文的功能，做内容分发的视觉师和运营可以装起来用，省掉排版时间。","href":"./2026-05-27.html#item-industry-4","url":"https://x.com/LumaLabsAI/status/2059362859302240502","tags":["image_gen","agent","tutorial"],"entities":["Luma Agents"],"gist":"Luma Agents将Newsletter自动转为图文卡片"},{"id":"2026-05-27-industry-05","date":"2026-05-27","section":"industry","sectionName":"行业与平台","source":"@MoveAI_","title":"Super excited that MOVE has already launched GENESIS in LA…","summary":"Move AI 宣布其无标记动捕系统 GENESIS 已在洛杉矶与 House of Moves 合作落地，提供现场演示预约。该系统无需传统动捕服即可捕捉人体动作，适用于 AI 动画、虚拟制作、游戏动捕等场景。具体技术参数和定价未公开。","recommendation":"Move AI 的无标记动捕系统 GENESIS 在洛杉矶落地了，做 AI 动画和虚拟制作的可以直接约现场 demo 看效果，比看宣传片实在。","href":"./2026-05-27.html#item-industry-5","url":"https://x.com/MoveAI_/status/2059209426633207816","tags":["performance","animation","three_d"],"entities":["MOVE","GENESIS","House of Moves"],"gist":"Move AI无标记动捕系统GENESIS在洛杉矶落地"},{"id":"2026-05-27-tools-01","date":"2026-05-27","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Music v2 handles vocal complexity at a new level","summary":"ElevenLabs 发布 Music v2 更新，核心提升人声复杂度处理能力：支持单曲内中段风格转换（如歌剧转重金属再转回）、快速说唱与密集歌词演绎、非音乐类音效直接嵌入音轨。该能力面向 AI 音乐生成、配音、短剧配乐及后期音效制作场景，已开放使用。","recommendation":"ElevenLabs 把 Music v2 的人声复杂度拉到新高度：一首歌里歌剧转重金属再转回来、快嘴说唱、密集歌词、非音乐音效直接嵌入。做 AI 配音、短剧配乐、后期音效的可以直接上手试，看人声和音效的融合度够不够稳。","href":"./2026-05-27.html#item-tools-1","url":"https://x.com/ElevenLabs/status/2059312418719781270","tags":["audio_music","audio_voice","audio_sfx"],"entities":["Music v2"],"gist":"ElevenLabs Music v2提升人声复杂度与风格转换"},{"id":"2026-05-27-tools-02","date":"2026-05-27","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Alongside this release we’ve cut Music pricing for…","summary":"ElevenLabs 宣布降低 Music 生成服务价格：ElevenCreative 降价最高 40%，ElevenAPI 降价最高 50%。面向自服务客户，适用于 AI 短剧配乐、背景音乐、音效生成等场景，降低批量音乐生成的成本门槛。","recommendation":"ElevenLabs 把音乐生成价格砍了四到五成，做 AI 短剧配乐和后期音效的团队可以直接省一笔，API 调用量大的更划算。","href":"./2026-05-27.html#item-tools-2","url":"https://x.com/ElevenLabs/status/2059312439351546112","tags":["audio_music","cost_open","industry"],"entities":["ElevenCreative","ElevenAPI"],"gist":"ElevenLabs降低音乐生成服务价格最高五成"},{"id":"2026-05-27-tools-03","date":"2026-05-27","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Control every beat with improved inpainting","summary":"ElevenLabs 为 AI 音乐生成工具新增局部重绘（inpainting）功能：用户可选中音轨的任意段落，仅重写该部分（如修改桥段而不影响副歌），其余部分保持原样。该功能面向音乐制作和后期配乐场景，提升对 AI 生成音乐的精细控制能力。","recommendation":"ElevenLabs 给音乐生成加了局部重绘，选一段轨道重写，其他部分不动。做后期和短剧配乐的可以直接拿来改桥段，不用整首重来。","href":"./2026-05-27.html#item-tools-3","url":"https://x.com/ElevenLabs/status/2059312420670025875","tags":["audio_music","post_fx"],"entities":["ElevenLabs"],"gist":"ElevenLabs音乐生成新增局部重绘功能"},{"id":"2026-05-27-tools-04","date":"2026-05-27","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"Today, we’re sharing the first of what we’re calling Pika…","summary":"Pika Labs 发布首个实验项目「Generative UI」：一个语音控制界面，AI 监听用户语音指令，分析上下文后自动生成并匹配最合适的视觉构图。目前为早期原型 demo，未公开具体模型参数或上线时间表。","recommendation":"Pika 实验室放出的新玩法：语音控制界面，AI 听你说话自动匹配画面构图。做 AI 短剧和视觉叙事的可以点开 demo 看看交互逻辑，说不定能抄到工作流里。","href":"./2026-05-27.html#item-tools-4","url":"https://x.com/pika_labs/status/2059341240655814993","tags":["agent","ideation","video_gen"],"entities":["Pika"],"gist":"Pika实验项目语音控制界面生成视觉构图"},{"id":"2026-05-27-tools-05","date":"2026-05-27","section":"tools","sectionName":"工具与能力","source":"@Skywork_ai","title":"The static slide has had a long run","summary":"Skywork 推出新功能：用户可在幻灯片中直接嵌入视频，替代静态图文。操作方式为选中幻灯片、拖入视频片段，系统自动完成排版与适配，无需手动调整。适用于产品演示、案例展示、提案汇报等场景，降低演示文稿制作中视频集成的技术门槛。","recommendation":"Skywork 把视频直接嵌入幻灯片，选张幻灯片、丢个视频进去，演示文稿自动适配。做提案的制片和视觉师可以省掉手动排版的时间，直接套用看效果。","href":"./2026-05-27.html#item-tools-5","url":"https://x.com/Skywork_ai/status/2059270536593858568","tags":["video_gen","editing"],"entities":["Skywork"],"gist":"Skywork幻灯片嵌入视频自动排版"},{"id":"2026-05-27-methods-01","date":"2026-05-27","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"Most AI videos fall apart because the character changes…","summary":"PixVerse 官方账号分享了一套解决 AI 视频角色一致性问题的标准化工作流：先用 GPT Image 2.0 生成角色表（正面/侧面/背面、面部、服装、配色），再为角色添加个性标签（姓名、风格、标志性动作），后续每个 prompt 都基于这套锁定信息生成，确保角色不跑偏。","recommendation":"角色一致性是 AI 视频的老大难，这套工作流从角色表到 prompt 锁定的链路很清晰，做短剧和视觉开发的可以直接套用跑一遍。","href":"./2026-05-27.html#item-methods-1","url":"https://x.com/PixVerse_/status/2058850304431689967","tags":["consistency","tutorial","prompt"],"entities":["PixVerse","GPT Image 2.0"],"gist":"PixVerse角色一致性工作流从角色表到prompt锁定"},{"id":"2026-05-27-methods-02","date":"2026-05-27","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"Workflow below","summary":"PixVerse 官方发布 Corgi 视频制作工作流：先用 ChatGPT 生成 12 格故事板（含每镜动作、机位、精确时间戳），再逐段在 PixVerse 生成视频片段。流程清晰可复现，适合短剧和叙事类 AI 视频的批量生产场景。","recommendation":"PixVerse 官方发的 Corgi 视频工作流，从 ChatGPT 分镜到 PixVerse 逐段生成，做 AI 短剧和编导的可以直接套这个流程跑一遍试试。","href":"./2026-05-27.html#item-methods-2","url":"https://x.com/PixVerse_/status/2058727566627033189","tags":["storyboard","tutorial","video_gen"],"entities":["PixVerse","ChatGPT"],"gist":"PixVerse Corgi视频制作工作流从故事板到生成"},{"id":"2026-05-27-methods-03","date":"2026-05-27","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"Still exporting files between @Canva and your avatar tool","summary":"HeyGen 官方发布 Canva 集成工作流教程：在 Canva 画布内直接调用 HeyGen 数字人，完成脚本撰写、生成、发布全流程，无需导出文件再导入。适用于 AI 数字人视频、品牌营销内容、社交媒体短视频等场景，降低多工具切换成本。","recommendation":"HeyGen 官方拆解 Canva 集成工作流，做 AI 数字人视频的可以直接套用，省掉导出导入的中间步骤。","href":"./2026-05-27.html#item-methods-3","url":"https://x.com/HeyGen/status/2059351865096036554","tags":["avatar","tutorial","agent"],"entities":["HeyGen","Canva"],"gist":"HeyGen与Canva集成数字人视频工作流"},{"id":"2026-05-27-methods-04","date":"2026-05-27","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"A home description and property walkthrough can become a…","summary":"HeyGen 联合 HyperFrames 发布房产营销 AI 工作流案例：输入房源文字描述和实景素材，通过 Avatar V 虚拟主播 + HyperFrames 画面生成，自动产出带主播讲解的房产看房视频。官方同步公开了从文案到成片的完整迭代流程拆解，适用于线上看房、房源展示等营销场景。","recommendation":"HeyGen 官方展示的房产营销 AI 工作流，从房源描述到带虚拟主播的看房视频一条线。做 AI 营销视频或虚拟人直播的可以点开看工作流拆解，直接套用模板。","href":"./2026-05-27.html#item-methods-4","url":"https://x.com/HeyGen/status/2059384620513382766","tags":["avatar","commercial","case_study","agent"],"entities":["HeyGen","HyperFrames","Avatar V"],"gist":"房产营销AI工作流：虚拟主播+画面生成自动产出看房视频"},{"id":"2026-05-27-methods-05","date":"2026-05-27","section":"methods","sectionName":"方法与经验","source":"@recraftai","title":"Bold typography, glossy objects, surreal details, metallic…","summary":"Recraft 官方发布 V4.1 模型视觉演示，主打粗体排版、光泽物体、超现实细节、金属纹理和液体反射等 campaign 级视觉风格，推文附有对应 prompt 链接。该模型面向品牌视觉物料和海报设计场景，强调画面质感和排版融合度。","recommendation":"Recraft V4.1 的视觉风格演示，做 KV 和海报的视觉师可以点开看 prompt 怎么调出金属质感+液体反射的 campaign 风画面。","href":"./2026-05-27.html#item-methods-5","url":"https://x.com/recraftai/status/2059294135811477573","tags":["image_gen","art_design","prompt"],"entities":["Recraft"],"gist":"Recraft V4.1视觉演示，主打金属质感与液体反射风格"},{"id":"2026-05-27-works-01","date":"2026-05-27","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"微电影续集《你还记得我吗》#AI动画创作挑战","summary":"B 站 UP 主发布 AI 微电影续集《你还记得我吗》，为 AI 动画创作挑战参赛作品，播放量 3.8 万。作品延续前作角色与故事线，未公开具体工具链或工作流细节。","recommendation":"AI 微电影续集，B 站参赛作品，做 AI 短剧的可以拉片看续集叙事衔接和角色一致性处理。","href":"./2026-05-27.html#item-cases-1","url":"https://www.bilibili.com/video/BV1y3Gt6QE4q","tags":["animation","film","case_study","consistency"],"entities":[],"gist":"AI微电影续集参赛作品，展示叙事衔接与角色一致性"},{"id":"2026-05-27-works-02","date":"2026-05-27","section":"cases","sectionName":"作品与案例","source":"@comfyui","title":". @GrooveJonesXR needed to deliver the impossible: giant…","summary":"GrooveJonesXR 为 NFL 授权项目制作巨型 Crocs 空降 Dick's Sporting Goods 停车场的广告，要求超写实、多地点、竖屏 9:16，且需在假期前交付。传统 CG 管线无法满足，团队在 ComfyUI 内搭建全新 AI 工作流完成制作。","recommendation":"NFL 授权巨型 Crocs 空降实拍场景，传统 CG 来不及，团队用 ComfyUI 搭新管线搞定。做商业广告和视觉特效的可以拉片看 AI 替代传统 CG 的落地质量。","href":"./2026-05-27.html#item-cases-2","url":"https://x.com/ComfyUI/status/2058965726153810099","tags":["commercial","post_fx","case_study","control"],"entities":["ComfyUI"],"gist":"用ComfyUI搭建AI工作流完成NFL授权巨型Crocs广告"},{"id":"2026-05-27-works-03","date":"2026-05-27","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"北影节AIGC万相妙思赛道最佳AI主题短片","summary":"北影节AIGC万相妙思赛道最佳AI主题短片，由通义万相Wan创作，小红书发布获775赞。作品为AI生成短片，题材和视觉风格围绕AI主题展开，未公开具体工作流或工具链细节。","recommendation":"北影节官方赛道获奖作品，做 AI 短剧和视觉的可以拉片看官方认可的叙事和视觉标准，当风格参考用。","href":"./2026-05-27.html#item-cases-3","url":"https://www.xiaohongshu.com/explore/6a1004ca000000003502b5d3","tags":["film","case_study","animation"],"entities":["通义万相"],"gist":"北影节AIGC赛道最佳AI主题短片，官方认可风格参考"},{"id":"2026-05-27-works-04","date":"2026-05-27","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"ai短片《都可以拍卖会》","summary":"小红书作者王珞丹发布 AI 短片《都可以拍卖会》，获 7476 点赞，社区互动活跃。短片题材和具体视觉风格未公开，未提及所用工具链或工作流细节。","recommendation":"王珞丹的 AI 短片，点赞近 7500，社区热度不错。做 AI 短剧的可以拉片看叙事节奏和角色一致性处理，当风格参考用。","href":"./2026-05-27.html#item-cases-4","url":"https://www.xiaohongshu.com/explore/6a1111a30000000036033087","tags":["film","case_study","animation"],"entities":[],"gist":"AI短片《都可以拍卖会》社区高赞，可拉片参考叙事"},{"id":"2026-05-28-industry-01","date":"2026-05-28","section":"industry","sectionName":"行业与平台","source":"@higgsfield","title":"Higgsfield AI @higgsfield · 6小时 Higgsfield plugins for…","summary":"Higgsfield AI 发布 Adobe Premiere Pro 和 After Effects 插件，支持在剪辑软件内直接生成图片、视频和转场，拖入时间线即可使用。功能包括：无裁切重构图、移除视频背景、在画面上绘制选区进行局部编辑、导出时一键升格至 4K。","recommendation":"AI 生成直接拖进 Pr/AE 时间线，不用切窗口。后期和剪辑师可以装起来用，省掉来回导素材的功夫。","href":"./2026-05-28.html#item-industry-1","url":"https://x.com/higgsfield/status/2059690191187824681","tags":["post_fx","video_gen","image_gen","editing"],"entities":["Higgsfield AI","Adobe Premiere Pro","After Effects"],"gist":"Higgsfield发布Pr/AE插件，支持生成素材并拖入时间线"},{"id":"2026-05-28-industry-02","date":"2026-05-28","section":"industry","sectionName":"行业与平台","source":"@recraftai","title":"Recraft V4","summary":"Recraft 发布 V4.1 模型，专攻真实感产品 mockup 和广告场景图生成。支持包装、标牌、服装、卡片、杯子、手提袋、贴纸、街头广告等品类，生成效果具备自然光照、可信材质、电影感构图和微小瑕疵细节，可直接用于 campaign-ready 场景。","recommendation":"Recraft V4.1 专攻真实感产品场景图，包装、广告牌、服装、杯子等都能直接生成，光影和材质细节到位。做视觉/美术的可以直接当 mockup 工具用，省掉后期合成和打光环节。","href":"./2026-05-28.html#item-industry-2","url":"https://x.com/recraftai/status/2059605539768983910","tags":["image_gen","art_design","commercial"],"entities":["Recraft V4.1"],"gist":"Recraft V4.1生成真实感产品场景图，适合广告mockup"},{"id":"2026-05-28-industry-03","date":"2026-05-28","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Introducing Runway MCP","summary":"Runway 发布 MCP（Model Context Protocol）接口，将 Gen-4.5、Seedance 2.0、GPT Images 2.0、Kling 等图像/视频生成模型打包，可直接接入 Claude、ChatGPT、Cursor、Replit 等 AI 编程与对话工具。用户无需离开当前工作环境即可调用 Runway 模型生成图片和视频，实现从创意到成片的一站式工作流。","recommendation":"Runway 把自家模型和第三方模型打包成 MCP 协议，直接插进 Claude、ChatGPT、Cursor 这些 AI 编程/对话工具里。做 AI 短剧和视觉的，可以边写 prompt 边出图出片，不用来回切窗口了。","href":"./2026-05-28.html#item-industry-3","url":"https://x.com/runwayml/status/2059636517283176479","tags":["agent","video_gen","image_gen"],"entities":["Runway MCP","Gen-4.5","Seedance 2.0","GPT Images 2.0","Kling"],"gist":"Runway发布MCP接口，接入编程工具实现一站式生成"},{"id":"2026-05-28-industry-04","date":"2026-05-28","section":"industry","sectionName":"行业与平台","source":"@Google","title":"@GoogleWorkspace @gmail @googledocs Google Pics is our new…","summary":"Google 发布 AI 图像生成与编辑工具 Google Pics，基于最新 Nano Banana 模型。核心能力是将画面中每个元素视为独立对象而非静态平面，用户可用日常语言指令移动、替换或编辑画面中的具体细节，操作方式类似拖拽式编辑。","recommendation":"Google 出了个新 AI 图像工具，每个元素都是独立对象，用日常语言就能拖拽替换细节。做视觉和美术的可以装起来当快速出图/改图工具用。","href":"./2026-05-28.html#item-industry-4","url":"https://x.com/Google/status/2059646682506088887","tags":["image_gen","control"],"entities":["Google Pics","Nano Banana"],"gist":"Google Pics基于Nano Banana，支持元素级拖拽编辑"},{"id":"2026-05-28-industry-05","date":"2026-05-28","section":"industry","sectionName":"行业与平台","source":"@elevenlabs","title":"Introducing @TheRealStanLee on ElevenLabs","summary":"ElevenLabs 宣布斯坦·李（Stan Lee）官方授权 AI 语音正式上线 Iconic Marketplace 和 ElevenReader 应用。该语音基于斯坦·李的专业录音素材训练，还原其标志性的语调和幽默感，可用于有声书、配音、AI 短剧等场景。","recommendation":"斯坦·李的官方授权 AI 语音上线 ElevenLabs，配音和后期团队可以直接拿来当角色声库用，做漫威同人或超级英雄题材短剧的尤其合适。","href":"./2026-05-28.html#item-industry-5","url":"https://x.com/ElevenLabs/status/2059668042695516628","tags":["audio_voice","avatar","short_drama"],"entities":["ElevenLabs","Stan Lee"],"gist":"ElevenLabs上线斯坦·李授权AI语音，用于配音和短剧"},{"id":"2026-05-28-tools-01","date":"2026-05-28","section":"tools","sectionName":"工具与能力","source":"@ClaudeDevs","title":"ClaudeDevs @ClaudeDevs · 6小时 We’ve been putting a lot of…","summary":"Anthropic 旗下 Claude Code 官方账号发布更新公告，称近期重点提升了工具的响应速度和可靠性，但推文正文仅含标题和链接，未公开具体改进项、技术细节或性能数据。具体更新内容需查看链接原文。","recommendation":"Claude Code 官方发了一波响应速度和稳定性的更新，做 AI 编程和 Agent 工作流编排的可以点进去看具体改了啥，实测一下对日常写代码的体验提升有多大。","href":"./2026-05-28.html#item-tools-1","url":"https://x.com/ClaudeDevs/status/2059701677981413812","tags":["agent","tutorial"],"entities":["Claude Code"],"gist":"Claude Code更新提升响应速度和可靠性"},{"id":"2026-05-28-tools-02","date":"2026-05-28","section":"tools","sectionName":"工具与能力","source":"@krea_ai","title":"RT @krea_ai: new unlimited Seedance promo","summary":"Krea AI 宣布本周内为 Pro、Max、Business 订阅计划用户提供 Seedance 2 无限量生成额度，不限制生成次数。Seedance 2 是即梦（Dreamina）的视频生成模型，以角色一致性和镜头语言见长，Krea 此前已集成该模型。","recommendation":"Krea 本周给 Pro/Max/Business 用户开了 Seedance 2 无限量生成，做短剧和视觉的可以趁这周猛跑素材，测角色一致性和镜头稳定性。","href":"./2026-05-28.html#item-tools-2","url":"https://x.com/krea_ai/status/2059509621501612099","tags":["video_gen","consistency","cost_open","short_drama"],"entities":["Krea","Seedance 2","即梦"],"gist":"Krea为订阅用户提供Seedance 2无限量生成"},{"id":"2026-05-28-tools-03","date":"2026-05-28","section":"tools","sectionName":"工具与能力","source":"@krea_ai","title":"RT @Teknium: Check out Krea's latest image generation model…","summary":"Krea 最新图像生成模型已集成至 Hermes Agent，用户可通过 API 直接调用。该模型为 Krea 自研，具体能力参数（分辨率、风格控制、生成速度等）未在推文中公开。对 AI 视觉师和技术整合者来说，这意味着多了一个可直接通过 API 调用的图像生成选项，适合接入现有工作流进行实测对比。","recommendation":"Krea 最新图像生成模型已接入 Hermes Agent，做 AI 视觉和工具链整合的可以直接调 API 试出图效果和风格控制能力。","href":"./2026-05-28.html#item-tools-3","url":"https://x.com/krea_ai/status/2059750702428344780","tags":["image_gen","agent","cost_open"],"entities":["Krea","Hermes Agent"],"gist":"Krea图像模型集成至Hermes Agent可API调用"},{"id":"2026-05-28-tools-04","date":"2026-05-28","section":"tools","sectionName":"工具与能力","source":"AIHOT 精选","title":"OpenAI产品支持私有MCP服务器安全连接","summary":"OpenAI 宣布 ChatGPT、Codex 和 Responses API 支持私有 MCP 服务器安全连接，团队可将 MCP 服务器保留在内部网络中，通过仅出站 HTTPS 与 OpenAI 产品通信，无需暴露公网端口。该更新面向企业级 AI 工具链集成场景，降低数据安全风险，适用于需要将内部数据库、代码库或业务系统接入 AI 工作流的团队。","recommendation":"OpenAI 给 ChatGPT、Codex 和 API 加了私有 MCP 服务器安全连接，做 AI 工具链整合和自动化工作流的可以直接把内部数据源安全接进来，不用暴露公网。","href":"./2026-05-28.html#item-tools-4","url":"https://x.com/OpenAIDevs/status/2059703536825565499","tags":["agent","industry"],"entities":["OpenAI","ChatGPT","Codex","Responses API","MCP"],"gist":"OpenAI支持私有MCP服务器安全连接"},{"id":"2026-05-28-tools-05","date":"2026-05-28","section":"tools","sectionName":"工具与能力","source":"AIHOT 精选","title":"Web 更新","summary":"Midjourney 对话模式更新：文本和语音输入改进，语音会话启动时可访问用户的图像提示、风格参考、侧边栏设置和最近任务；图像提示功能现可直接从托盘和侧边栏使用；语音提交过程中托盘图像保持不变直至手动移除。","recommendation":"Midjourney 对话模式小更新，语音输入时能直接调图像提示和风格参考，做视觉开发的可以省掉来回切菜单的功夫。","href":"./2026-05-28.html#item-tools-5","url":"https://updates.midjourney.com/web-updates-5","tags":["image_gen","prompt","control"],"entities":["Midjourney"],"gist":"Midjourney对话模式更新语音输入与图像提示"},{"id":"2026-05-28-tools-06","date":"2026-05-28","section":"tools","sectionName":"工具与能力","source":"@Microsoft365","title":"Copilot Notebooks is becoming your project hub","summary":"微软宣布 Copilot Notebooks 将升级为项目中心，未来一个月内陆续上线：支持更多上下文来源（文件、网页、会议记录等），并可在笔记本内直接执行操作（如生成文档、发送邮件、更新任务）。目前信息较模糊，无具体功能列表或上线日期。","recommendation":"微软 Copilot 笔记本功能升级，下月将支持更多上下文来源和操作能力。做 AI 工作流整合的可以关注，看能不能当轻量级项目协作工具用。","href":"./2026-05-28.html#item-tools-6","url":"https://x.com/Microsoft365/status/2059764181138882810","tags":["agent","industry"],"entities":["Copilot Notebooks"],"gist":"微软Copilot Notebooks升级为项目中心"},{"id":"2026-05-28-tools-07","date":"2026-05-28","section":"tools","sectionName":"工具与能力","source":"@topazlabs","title":"RT @azed_ai: I’ve been testing the new @topazlabs Photo…","summary":"Topaz Labs Photo 推出新版本更新，核心功能 Face Recovery 3 在面部修复质量上有明显提升，适用于老照片修复、低清素材面部增强等后期场景。该推文为个人实测体验分享，未公开具体技术参数或对比数据。","recommendation":"Topaz Labs Photo 更新了 Face Recovery 3，做后期修复和视觉精修的可以装起来试，老照片和低清素材修复效果有提升。","href":"./2026-05-28.html#item-tools-7","url":"https://x.com/topazlabs/status/2059668873159258240","tags":["post_fx","tutorial"],"entities":["Topaz Labs Photo"],"gist":"Topaz Photo更新Face Recovery 3提升面部修复"},{"id":"2026-05-28-methods-01","date":"2026-05-28","section":"methods","sectionName":"方法与经验","source":"@GoogleDeepMind","title":"RT @mseyed: Gemini Embedding 2: A Native Multimodal…","summary":"Google DeepMind 发布 Gemini Embedding 2 白皮书，这是一款原生多模态嵌入模型，能同时处理文本、图像、音频和视频，生成统一语义向量。相比前代，在跨模态检索和零样本分类任务上有提升，适用于素材库管理、视觉搜索、内容标签化等场景。论文已公开，具体技术细节和 benchmark 数据需查看原文。","recommendation":"Google DeepMind 发了 Gemini Embedding 2 的白皮书，原生多模态嵌入模型，做 AI 视觉搜索和素材标签化的技术整合者可以翻翻论文看能力边界。","href":"./2026-05-28.html#item-methods-1","url":"https://x.com/GoogleDeepMind/status/2059561362313925046","tags":["industry","agent"],"entities":["Gemini Embedding 2"],"gist":"谷歌发布多模态嵌入模型白皮书"},{"id":"2026-05-28-methods-02","date":"2026-05-28","section":"methods","sectionName":"方法与经验","source":"AIHOT 精选","title":"开源FastVideo Dreamverse实时视频生成工具","summary":"Sky Computing Lab 开源 FastVideo Dreamverse，基于单张 NVIDIA B200 GPU 和 LTX-2 模型，7 秒即可生成 30 秒 1080p 视频，实现实时视频生成的氛围引导工具。已开源 GitHub 仓库和博客文档，支持开发者本地部署和二次开发。","recommendation":"单卡 B200 7 秒出 30 秒 1080p 视频，做短剧和批量视觉生成的可以直接拉 repo 跑工作流，看实时出片稳不稳。","href":"./2026-05-28.html#item-methods-2","url":"https://x.com/haoailab/status/2059695648103112946","tags":["video_gen","cost_open","tutorial"],"entities":["FastVideo Dreamverse","LTX-2","B200"],"gist":"开源实时视频生成工具支持单卡快速出片"},{"id":"2026-05-28-methods-03","date":"2026-05-28","section":"methods","sectionName":"方法与经验","source":"AIHOT 精选","title":"藏师傅发布小红书图文排版AI Skill，集成地图与自动配图","summary":"歸藏发布 guizang-social-card-skill，一款针对小红书图文排版的 AI Skill，亮点是集成地图组件，输入目的地和线路后 AI 自动在底图上标记并嵌入图片。该 Skill 完全基于 HTML 和实拍图片生成内容，不会被平台标注为 AI 生成，并会主动从高质量图片网站寻找对应主题图片优化排版。","recommendation":"小红书图文排版专用 AI Skill，自动配图+地图组件，做视觉和社媒内容的可以直接套用模板，省掉手动排版时间。","href":"./2026-05-28.html#item-methods-3","url":"https://x.com/op7418/status/2059587983289016348","tags":["agent","art_design","tutorial"],"entities":["guizang-social-card-skill"],"gist":"小红书图文排版AI Skill集成地图配图"},{"id":"2026-05-28-methods-04","date":"2026-05-28","section":"methods","sectionName":"方法与经验","source":"@bfl_ml","title":"How to use the FLUX MCP","summary":"Black Forest Labs 官方发布 FLUX MCP 使用教程，由 @stephenbtl 讲解快速安装和示例。FLUX MCP 能根据用户请求自动判断使用 FLUX 系列中的哪个模型（如快速探索用 Klein，精细出图用 Pro），无需用户手动指定模型参数或精通提示词工程。","recommendation":"FLUX 官方出的 MCP 教程，不用记模型参数，工具会自动选 Klein 还是 Pro。做视觉和整合工作流的可以直接套用 setup 步骤，省掉手动切换模型的功夫。","href":"./2026-05-28.html#item-methods-4","url":"https://x.com/bfl_ml/status/2059717731608572325","tags":["agent","prompt","tutorial"],"entities":["FLUX MCP","Klein","Pro"],"gist":"FLUX MCP教程自动选择模型简化操作"},{"id":"2026-05-28-methods-05","date":"2026-05-28","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"The open source community has been delivering on LTX 2","summary":"ComfyUI 官方账号推荐了 7 个 LTX 2.3 的 LoRA 模型，强调开源社区微调后能实现闭源模型无法提供的画面控制能力，可提升 AI 生成视频的成片质量。具体 LoRA 列表和效果需查看链接原文。","recommendation":"LTX 2.3 的 LoRA 社区已经跑出不少实用模型，做 AI 视频的视觉师和后期可以直接装来用，省掉自己微调的时间。","href":"./2026-05-28.html#item-methods-5","url":"https://x.com/ComfyUI/status/2059738170531737883","tags":["video_gen","cost_open","tutorial"],"entities":["LTX 2.3","ComfyUI"],"gist":"开源社区推出LTX 2.3 LoRA提升控制力"},{"id":"2026-05-28-methods-06","date":"2026-05-28","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Nano Banana Pro vs","summary":"ComfyUI 官方账号对比 Nano Banana Pro 与 GPT Image 2 两款图像生成模型。Nano Banana Pro 在照片级写实、4K 分辨率输出、14 张参考图槽位（用于产品/场景一致性）以及实时网络搜索（保证真实世界准确性）上胜出。GPT Image 2 则在文字渲染（约 99% 准确率）和空间逻辑上更强，适合品牌和广告场景。","recommendation":"视觉师和美术总设直接看对比：Nano Banana Pro 在写实度、4K 输出和 14 张参考图一致性上占优，GPT Image 2 文字渲染和空间逻辑更强。选工具前先拉一遍对比图。","href":"./2026-05-28.html#item-methods-6","url":"https://x.com/ComfyUI/status/2059404622964695225","tags":["image_gen","consistency","tutorial"],"entities":["Nano Banana Pro","GPT Image 2","ComfyUI"],"gist":"对比Nano Banana Pro与GPT Image 2图像模型"},{"id":"2026-05-28-methods-07","date":"2026-05-28","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"RT @GrooveJonesXR: Huge thanks to @ComfyUI for publishing a…","summary":"ComfyUI 官方发布 GrooveJonesXR 的深度案例研究，内容聚焦如何基于 ComfyUI 构建企业级、可扩展的 AI 管线（pipeline），涉及工作流编排、规模化部署和实际业务落地经验。具体技术细节和案例数据需查看链接原文。","recommendation":"ComfyUI 官方发布的客户案例，讲 GrooveJonesXR 如何用 ComfyUI 搭企业级可扩展 AI 管线。做技术整合和制片流程自动化的可以点开看具体架构和落地细节。","href":"./2026-05-28.html#item-methods-7","url":"https://x.com/ComfyUI/status/2059349114488541398","tags":["case_study","agent","tutorial"],"entities":["ComfyUI"],"gist":"ComfyUI企业级AI管线案例研究"},{"id":"2026-05-28-methods-08","date":"2026-05-28","section":"methods","sectionName":"方法与经验","source":"@lovart_ai","title":"How to edit videos with a single sentence—and keep…","summary":"Lovart AI 发布新功能演示：用单句文本指令编辑视频，同时保持角色外观一致性。该推文仅含标题和链接，未公开具体技术参数或工作流细节，具体效果需查看链接原文。","recommendation":"一句话改视频+角色一致性保持，做短剧和视觉的可以点开看具体怎么操作。","href":"./2026-05-28.html#item-methods-8","url":"https://x.com/lovart_ai/status/2059257204654657636","tags":["video_gen","consistency","editing"],"entities":["Lovart AI"],"gist":"一句话编辑视频并保持角色一致性"},{"id":"2026-05-28-methods-09","date":"2026-05-28","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"I prompted an entire brand","summary":"创作者 @maxescu 分享用 Arcads 和 Claude 在 1 小时 34 分钟内完成从零到完整品牌书（brand book）并产出 4 条 TV 广告的全流程。推文附链接，公开具体工作流和提示词。","recommendation":"1 小时 34 分钟从零到完整品牌书加 4 条 TV 广告，做短剧和 AI 制片的可以直接套工作流跑一遍，看自己团队能压到多快。","href":"./2026-05-28.html#item-methods-9","url":"https://x.com/maxescu/status/2059153986134130925","tags":["commercial","ideation","agent"],"entities":["Arcads","Claude"],"gist":"用Arcads和Claude快速生成品牌书和广告"},{"id":"2026-05-28-methods-10","date":"2026-05-28","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"A funny 3D animated scene, from storyboard to final…","summary":"创作者分享了一条 3D 动画场景的制作流程：先用 GPT Image 2 在 Leonardo 中生成完整分镜板（含角色、镜头、运镜、节奏和视觉方向），再用 Seedance 2.0 完成动画。推文附有完整 prompt。","recommendation":"从分镜到成片全在 Leonardo 里跑通，GPT Image 2 出分镜板，Seedance 2.0 做动画。做 AI 短剧和视觉开发的可以直接套这个工作流试一轮。","href":"./2026-05-28.html#item-methods-10","url":"https://x.com/MayorKingAI/status/2059677271502557214","tags":["animation","storyboard","video_gen"],"entities":["GPT Image 2","Leonardo","Seedance 2.0"],"gist":"3D动画从分镜到成片的制作流程"},{"id":"2026-05-28-works-01","date":"2026-05-28","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"大黄AI（红墙4.0）","summary":"B 站 UP 主发布 AI 短片《大黄AI（红墙4.0）》，林正英僵尸题材，主打唯美视觉风格。出图使用 Banana pro 模型，视频生成使用 VEO 模型。未公开具体工作流或参数细节。","recommendation":"林正英僵尸题材的唯美风 AI 短片，视觉师和编导可以拉片看风格混搭和角色一致性处理。","href":"./2026-05-28.html#item-cases-1","url":"https://www.bilibili.com/video/BV1hoGV6RET9","tags":["film","image_gen","video_gen"],"entities":["Banana pro","VEO"],"gist":"AI短片《大黄AI》僵尸题材唯美风格"},{"id":"2026-05-28-works-02","date":"2026-05-28","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"我让 Agent 复刻了《丧尸清道夫》","summary":"小红书 UP 主「橙以零AI」发布 AI 短片《丧尸清道夫》的复刻版，使用 Agent 工作流完成。短片为丧尸题材动作叙事，展示了 Agent 在分镜生成、画面调度和剪辑串联上的自动化能力。未公开具体工具链或工作流细节。","recommendation":"用 Agent 工作流复刻 AI 短片，做短剧和编导的可以拉片看叙事节奏和 Agent 调度逻辑。","href":"./2026-05-28.html#item-cases-2","url":"https://www.xiaohongshu.com/explore/6a105ca3000000003700f910","tags":["short_drama","agent","case_study"],"entities":[],"gist":"用Agent工作流复刻AI短片《丧尸清道夫》"},{"id":"2026-05-28-works-03","date":"2026-05-28","section":"cases","sectionName":"作品与案例","source":"@KEETY2591756","title":"KEETY｜AIクリエイター @KEETY2591756 · 4小时 翻译自 日语 显示原文 就是会搞砸对吧…","summary":"日本 AI 创作者 KEETY 发布一条用 Seedance 制作的无人机航拍风格短片片段，内容为简单的无人机拍摄场景，时长较短，属于个人创作分享，未公开具体工作流或参数细节。","recommendation":"个人创作者用 Seedance 做的无人机视角短片片段，视觉师可当风格参考，但信息量有限，不用专门点开。","href":"./2026-05-28.html#item-cases-3","url":"https://x.com/KEETY2591756/status/2059729386677694621","tags":["video_gen","camera","case_study"],"entities":["Seedance"],"gist":"用Seedance制作无人机航拍风格短片"},{"id":"2026-05-28-works-04","date":"2026-05-28","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"《光脚办公日记》第四集，林浩开始慢慢动起了歪心思，王曼妮要求林浩和萌萌去上海出差","summary":"B 站 AI 短剧《光脚办公日记》第四集上线，剧情推进至林浩动歪心思、王曼妮安排出差，延续职场情感线。未公开具体工具链或工作流细节。","recommendation":"AI 短剧系列第四集，剧情进入职场冲突和出差线，做 AI 短剧的可以拉片看系列叙事节奏和角色一致性保持。","href":"./2026-05-28.html#item-cases-4","url":"https://www.bilibili.com/video/BV1QHG66YEnK","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧《光脚办公日记》第四集剧情推进"},{"id":"2026-05-28-works-05","date":"2026-05-28","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"破冰船完整流程沉浸式第一视角体验！史上最强外挂AI军团来袭！","summary":"B 站 UP 主「油墨香车」发布 AI 短片《破冰船完整流程沉浸式第一视角体验》，以第一人称视角呈现 AI 军团作战场景，主打沉浸式体验和视觉冲击力。未公开具体工具链或工作流细节，但题材和视角选择对 AI 短剧叙事有参考价值。","recommendation":"AI 短片新作，沉浸式第一视角+AI 军团题材，做 AI 短剧和视觉的可以拉片看镜头调度和角色一致性处理。","href":"./2026-05-28.html#item-cases-5","url":"https://www.bilibili.com/video/BV1mmVF67EYB","tags":["short_drama","case_study","camera","consistency"],"entities":[],"gist":"AI短片第一视角沉浸式破冰船体验"},{"id":"2026-05-28-works-06","date":"2026-05-28","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"我不属于这一页历史？【小明修仙传EP5】","summary":"B 站 UP 主发布 AI 修仙短剧《小明修仙传》第五集，该集侧重推进主线剧情，制作难度较前几集有所提升。未公开具体工具链或工作流细节，属于个人创作者持续更新的 AI 短剧系列作品。","recommendation":"AI 修仙短剧系列第五集，做 AI 短剧的可以拉片看剧情推进和角色一致性处理，尤其是多集连载的叙事连贯性怎么保持。","href":"./2026-05-28.html#item-cases-6","url":"https://www.bilibili.com/video/BV13cLx6YE3R","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI修仙短剧《小明修仙传》第五集更新"},{"id":"2026-05-28-works-07","date":"2026-05-28","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"大明14444：别看狐狸了！青梅带你课后补习","summary":"B 站 UP 主「星海大明锦衣卫AIGC」发布 AI 短片《大明14444：别看狐狸了！青梅带你课后补习》，播放 3.1 万。明末历史题材混搭校园日常，主打 AI 角色一致性和叙事节奏，未公开具体工具链或工作流细节。","recommendation":"AI 短剧新作，明末题材加校园元素，做短剧的可以拉片看角色一致性和叙事节奏处理。","href":"./2026-05-28.html#item-cases-7","url":"https://www.bilibili.com/video/BV1h1G86TEdi","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧大明14444混搭校园题材"},{"id":"2026-05-29-industry-01","date":"2026-05-29","section":"industry","sectionName":"行业与平台","source":"@GoogleDeepMind","title":"RT @Google: Nano Banana 2 and Nano Banana Pro are now…","summary":"Google 宣布 Nano Banana 2 和 Nano Banana Pro 两款图像生成模型正式全面可用（GA），通过 Google AI Studio 和 Gemini Enterprise Agent Platform API 向开发者和企业开放。这是 Google 目前最强的图像生成模型，定位为商业级图像生成能力，支持开发者集成到自有应用或工作流中。","recommendation":"Google 最强图像生成模型正式开放 API，视觉师和短剧团队可以直接接进工作流测出图质量和风格一致性，做工具链集成的这周跑一遍 API 文档。","href":"./2026-05-29.html#item-industry-1","url":"https://x.com/GoogleDeepMind/status/2060036701507010721","tags":["image_gen","cost_open","industry"],"entities":["Nano Banana 2","Nano Banana Pro","Google AI Studio"],"gist":"Google图像生成模型Nano Banana 2和Pro全面可用"},{"id":"2026-05-29-industry-02","date":"2026-05-29","section":"industry","sectionName":"行业与平台","source":"@elevenlabs","title":"Introducing Dubbing v2, our revolutionary new dubbing model","summary":"ElevenLabs 发布 Dubbing v2 配音模型，核心能力是首次在跨语言翻译中保留原片的情感表达和演员表演细节，而非仅做语音替换。该模型已开放使用，适用于 AI 短剧多语言发行、影视配音、纪录片旁白等场景。","recommendation":"ElevenLabs 新配音模型能保留原片情绪和表演，做 AI 短剧和后期配音的可以直接上手测，省掉逐语言重录的环节。","href":"./2026-05-29.html#item-industry-2","url":"https://x.com/ElevenLabs/status/2060024691444617418","tags":["audio_voice","short_drama","film"],"entities":["ElevenLabs","Dubbing v2"],"gist":"ElevenLabs发布Dubbing v2配音模型，保留原片情感"},{"id":"2026-05-29-industry-03","date":"2026-05-29","section":"industry","sectionName":"行业与平台","source":"@bfl_ml","title":"New release: FLUX Virtual Try-On","summary":"Black Forest Labs 发布 FLUX Virtual Try-On 模型，支持数千种商品在 4 秒内生成虚拟试穿效果，优化了人物身份一致性及服装细节（Logo、缝线、印花）的保留，成本低、延迟低，已开放 demo 试用。","recommendation":"FLUX 官方出的虚拟试穿模型，4 秒内出图，保留人物身份和服装细节（Logo、缝线、印花）。做电商视觉、服装广告、虚拟试穿的可以直接接 API 或跑 demo 测效果。","href":"./2026-05-29.html#item-industry-3","url":"https://x.com/bfl_ml/status/2060039885403377998","tags":["image_gen","commercial","consistency"],"entities":["FLUX Virtual Try-On","Black Forest Labs"],"gist":"FLUX推出虚拟试穿模型，4秒出图保留服装细节"},{"id":"2026-05-29-industry-04","date":"2026-05-29","section":"industry","sectionName":"行业与平台","source":"@recraftai","title":"Recraft V4","summary":"Recraft 官方发布 V4.1 版本，强调生成画面具有「凌乱能量、高饱和色彩、日常微小混乱」的质感，风格偏向自发、生动且带有真实感。推文附有示例 prompt 链接，但未公开具体技术参数或模型架构细节。","recommendation":"Recraft V4.1 主打凌乱、高饱和、日常感的视觉风格，做概念设计和美术总设的可以拿 prompt 跑一轮，看能不能当风格参考或素材底图。","href":"./2026-05-29.html#item-industry-4","url":"https://x.com/recraftai/status/2059936626374070686","tags":["image_gen","art_design","prompt"],"entities":["Recraft V4.1"],"gist":"Recraft V4.1主打凌乱高饱和日常感视觉风格"},{"id":"2026-05-29-industry-05","date":"2026-05-29","section":"industry","sectionName":"行业与平台","source":"@MoveAI_","title":"Hollywood meet MOVE, we are so excited to free you from…","summary":"Move AI 宣布推出无标记动捕方案 MOVE，无需动捕服和标记点即可完成动作捕捉，适用于影视、动画、虚拟角色等场景。官方推文附有技术演示链接，具体参数和集成方式需查看原文。","recommendation":"Move AI 官宣无标记动捕方案，做 AI 动画和虚拟角色的可以直接看链接里的技术 demo，省掉动捕服和标记点，对短剧和视觉开发团队来说效率提升明显。","href":"./2026-05-29.html#item-industry-5","url":"https://x.com/MoveAI_/status/2059952070086828167","tags":["performance","animation","three_d"],"entities":["Move AI","MOVE"],"gist":"Move AI发布无标记动捕方案MOVE，无需动捕服"},{"id":"2026-05-29-industry-06","date":"2026-05-29","section":"industry","sectionName":"行业与平台","source":"@replicate","title":"P-Video-Animate from @PrunaAI just dropped","summary":"PrunaAI 发布 P-Video-Animate 模型，输入参考图像和参考视频，可生成保留原视频运动、风格、运镜和场景结构的新视频。截至本周日，价格仅 $0.009/秒。该模型适用于风格迁移、镜头复用、角色动作保留等场景，视觉师和后期可直接在 Replicate 上调用测试。","recommendation":"PrunaAI 新模型，给一张参考图+一段参考视频，就能生成保留原运动、风格、运镜和场景结构的新视频。做视觉和后期的一周内可以跑一遍，看风格迁移和运动保留的稳定性。","href":"./2026-05-29.html#item-industry-6","url":"https://x.com/replicate/status/2059999362671915179","tags":["video_gen","control","post_fx"],"entities":["P-Video-Animate","PrunaAI","Replicate"],"gist":"PrunaAI发布P-Video-Animate，参考图视频生成新视频"},{"id":"2026-05-29-industry-07","date":"2026-05-29","section":"industry","sectionName":"行业与平台","source":"@perplexity_ai","title":"Perplexity Computer is now available inside Microsoft…","summary":"Perplexity 官方宣布其 AI 助手 Perplexity Computer 已集成至 Microsoft Office 套件（Excel、Word、PowerPoint、Outlook），以侧边栏形式嵌入应用内，支持在文档中直接调用 AI 进行起草、建模、制作演示文稿和邮件处理等操作，无需切换窗口或复制粘贴外部搜索结果。","recommendation":"Perplexity 的 AI 助手直接嵌入 Office 侧边栏，写剧本大纲、做提案 deck、处理邮件都能在文档里调 AI 查资料生成。做制片和整合的可以装起来用，省掉切窗口查资料的功夫。","href":"./2026-05-29.html#item-industry-7","url":"https://x.com/perplexity_ai/status/2060013442720010598","tags":["agent","script","industry"],"entities":["Perplexity Computer","Microsoft Excel","Word","PowerPoint","Outlook"],"gist":"Perplexity AI助手集成Office套件，支持文档内调用"},{"id":"2026-05-29-industry-08","date":"2026-05-29","section":"industry","sectionName":"行业与平台","source":"Anthropic","title":"Claude Opus 4.8 发布：在编码、智能体技能与推理方面实现全面升级","summary":"Anthropic 发布 Claude Opus 4.8，作为 Opus 4.7 的升级版，在编码、智能体技能、推理和实用知识工作等基准测试中均有提升。价格与前代相同，新增用户可控制任务投入程度、Claude Code 的\"动态工作流\"特性，以及 Opus 4.8 的 2.5 倍速模式价格降至以往三分之一。Online-Mind2Web 测评得分 84%，超越 Opus 4.7 和 GPT-5.5。代码错误漏检率降低约 75%，早期测试者反馈智能体任务中判断力更可靠、工具调用更高效。","recommendation":"编码和智能体能力全面升级，代码错误漏检率降 75%，做 AI 工具链整合和自动化工作流的可以直接接 API 跑一周看效果。","href":"./2026-05-29.html#item-industry-8","url":"https://www.anthropic.com/news/claude-opus-4-8","tags":["agent","industry","tutorial"],"entities":["Claude Opus 4.8","Claude Code","GPT-5.5"],"gist":"Claude Opus 4.8发布，编码与智能体能力升级"},{"id":"2026-05-29-industry-09","date":"2026-05-29","section":"industry","sectionName":"行业与平台","source":"@pika_labs","title":"Get the Pika MCP at https://t","summary":"Pika Labs 官方发布 Pika MCP（Model Context Protocol）接口，允许开发者将 Pika 视频生成能力直接接入外部工作流和 AI Agent 工具链，实现自动化素材生成与分发。该推文仅含标题和链接，未公开具体技术参数或使用限制。","recommendation":"Pika 官方出了 MCP 接口，做 AI 短剧和工具链整合的可以直接接进工作流，省掉手动传素材的步骤。","href":"./2026-05-29.html#item-industry-9","url":"https://x.com/pika_labs/status/2060053804280840618","tags":["agent","video_gen","industry"],"entities":["Pika MCP","Pika"],"gist":"Pika发布MCP接口，视频生成接入工作流"},{"id":"2026-05-29-tools-01","date":"2026-05-29","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"You can build an app in an afternoon","summary":"HeyGen 宣布与 Lovable 平台集成，通过 MCP + OAuth 协议，开发者可直接在 Lovable 搭建的应用中调用 HeyGen 的数字人视频生成能力，无需额外处理 API 鉴权和生产部署。支持将带面部和语音的虚拟人视频嵌入应用，降低 AI 视频功能的开发门槛。","recommendation":"HeyGen 的虚拟人视频能力直接嵌入 Lovable 应用搭建平台，做 AI 短剧或交互式角色应用的团队可以省掉后端集成，直接在前端调数字人出镜。","href":"./2026-05-29.html#item-tools-1","url":"https://x.com/HeyGen/status/2060046425870958774","tags":["avatar","agent","video_gen"],"entities":["HeyGen","Lovable"],"gist":"HeyGen与Lovable集成，数字人视频嵌入应用"},{"id":"2026-05-29-tools-02","date":"2026-05-29","section":"tools","sectionName":"工具与能力","source":"@Blackmagic_News","title":"DaVinci Resolve 21 Beta 4","summary":"Blackmagic Design 发布 DaVinci Resolve 21 Beta 4，主要改进包括：静态图像上 Resolve FX 处理优化、AI CineFocus 景深效果质量提升、关键帧编辑器新增 Fusion 运动路径支持，以及多项 Bug 修复。面向剪辑、调色、后期合成全流程用户，Beta 版可免费下载试用。","recommendation":"达芬奇公测版更新，AI 景深和 Fusion 动效路径都修了一轮，后期和调色师直接下载跑一遍，看自己常用功能有没有修到痛点。","href":"./2026-05-29.html#item-tools-2","url":"https://x.com/Blackmagic_News/status/2059833701941543168","tags":["editing","post_fx","color","tutorial"],"entities":["DaVinci Resolve 21"],"gist":"达芬奇21 Beta4更新，优化AI景深与Fusion"},{"id":"2026-05-29-tools-03","date":"2026-05-29","section":"tools","sectionName":"工具与能力","source":"@fal","title":"🚨 FLUX Virtual Try-On from @bfl_ml is now available on fal","summary":"Black Forest Labs 的 FLUX Virtual Try-On 模型已上线 fal 平台，支持输入人物图像+服装参考图生成试穿效果，保留面部、姿态和身份特征，针对时尚工作流做了低延迟优化，支持 packshot 和完整服装搭配输出。","recommendation":"FLUX 虚拟试穿模型上线 fal，支持人物图+服装参考图直接合成，保留面部和姿态。做电商视觉、角色换装、AI 服装 demo 的可以直接接 API 跑一遍，出图速度和一致性是看点。","href":"./2026-05-29.html#item-tools-3","url":"https://x.com/fal/status/2060040505329623292","tags":["image_gen","consistency","commercial"],"entities":["FLUX Virtual Try-On","fal","Black Forest Labs"],"gist":"FLUX虚拟试穿模型上线fal，支持换装合成"},{"id":"2026-05-29-tools-04","date":"2026-05-29","section":"tools","sectionName":"工具与能力","source":"@Microsoft365","title":"Designed for complex, multi-step work, Claude Opus 4","summary":"微软宣布将 Claude Opus 4.8 集成至 Microsoft 365 Copilot，该模型专为复杂多步骤任务设计，在指令跟随、工具选择和执行可靠性上较前代有提升。结合 Work IQ 功能，Copilot 可基于组织上下文生成响应、输出和工件。","recommendation":"微软把 Claude Opus 4.8 塞进 Copilot，指令跟随和工具选择都升了一档，做 AI 编程和自动化工作流的可以接 API 测一周，看多步骤任务稳定性提升多少。","href":"./2026-05-29.html#item-tools-4","url":"https://x.com/Microsoft365/status/2060118420515893479","tags":["agent","industry","tutorial"],"entities":["Claude Opus 4.8","Microsoft 365 Copilot","Work IQ"],"gist":"微软将Claude Opus 4.8集成至Copilot"},{"id":"2026-05-29-tools-05","date":"2026-05-29","section":"tools","sectionName":"工具与能力","source":"@perplexity_ai","title":"Claude Opus 4","summary":"Perplexity 宣布其 Max 订阅用户现已可使用 Claude Opus 4.8 模型，该模型通过 Perplexity 平台和 Computer 端提供访问。具体能力升级、参数细节和定价信息需查看链接原文。","recommendation":"Perplexity 给 Max 订阅用户上了 Claude Opus 4.8，做 AI 编程和 Agent 工作流编排的可以接 API 测一周，看推理和代码生成能力比前代稳多少。","href":"./2026-05-29.html#item-tools-5","url":"https://x.com/perplexity_ai/status/2060049662044962858","tags":["agent","industry"],"entities":["Claude Opus 4.8","Perplexity"],"gist":"Perplexity上线Claude Opus 4.8供Max用户使用"},{"id":"2026-05-29-tools-06","date":"2026-05-29","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"FLORA now connects to Google Drive","summary":"AI 视觉创作工具 FLORA 新增 Google Drive 集成，支持从 Drive 直接导入素材到画布编辑，完成后将成品文件存回 Drive，全程服务器直连，无需本地下载或重新上传。后续将支持批量重命名功能，并计划接入更多云存储服务。","recommendation":"FLORA 接上 Google Drive 了，素材直接拉进画布、改完直接存回去，不用下载再上传。做视觉和后期的手上活能省一步是一步，集成是第一个，后面还会接更多云盘。","href":"./2026-05-29.html#item-tools-6","url":"https://x.com/floraai/status/2060080102323499114","tags":["image_gen","editing","agent"],"entities":["FLORA","Google Drive"],"gist":"FLORA集成Google Drive简化素材导入导出"},{"id":"2026-05-29-tools-07","date":"2026-05-29","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"FLORA MCP lets you access your Techniques, read your…","summary":"FLORA 推出 MCP（Model Context Protocol）集成，允许用户通过 Claude、GPT 等 LLM 直接访问 FLORA 的 Techniques（风格/技法库）、读取 Briefs（创作简报）以及在画布上构建内容。该功能将 FLORA 的视觉创作资产与 LLM 的对话能力打通，实现从指令到画布的直接操作。","recommendation":"FLORA 的 MCP 协议打通了 LLM 和创作画布，做 AI 视觉和工具链整合的可以直接接上 Claude/GPT 调素材库和画布，省掉手动搬运的功夫。","href":"./2026-05-29.html#item-tools-7","url":"https://x.com/floraai/status/2060009306565554210","tags":["agent","image_gen","control"],"entities":["FLORA","MCP","Claude","GPT"],"gist":"FLORA通过MCP让LLM直接操作画布和素材库"},{"id":"2026-05-29-tools-08","date":"2026-05-29","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"Subtitles are now available in FLORA","summary":"AI 视频工具 FLORA 新增自动字幕功能，支持在视频中直接生成并嵌入字幕，无需手动添加。该功能旨在简化后期流程，提升出片效率。具体支持的语言、样式自定义程度及准确率等参数未在推文中公开。","recommendation":"FLORA 上线自动字幕功能，做 AI 短剧和后期剪辑的可以省掉手动加字幕的环节，直接套进工作流里跑一轮试试出片效率。","href":"./2026-05-29.html#item-tools-8","url":"https://x.com/floraai/status/2060138092481146941","tags":["subtitle","video_gen","editing"],"entities":["FLORA"],"gist":"FLORA新增自动字幕功能简化后期流程"},{"id":"2026-05-29-tools-09","date":"2026-05-29","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"Opus 4","summary":"FLORA 平台宣布 Opus 4.8 版本已在画布工具中上线，官方称该版本为“Monster mode”，具体能力提升和参数细节未公开。该更新面向 FLORA 画布内的 AI 生成与编辑场景。","recommendation":"FLORA 画布工具更新，Opus 4.8 上线，做 AI 视觉和概念设计的可以上手跑一遍，看看 monster mode 的出图质量变化。","href":"./2026-05-29.html#item-tools-9","url":"https://x.com/floraai/status/2060063395148435607","tags":["image_gen","video_gen"],"entities":["FLORA","Opus 4.8"],"gist":"FLORA画布更新Opus 4.8提升生成能力"},{"id":"2026-05-29-tools-10","date":"2026-05-29","section":"tools","sectionName":"工具与能力","source":"@krea_ai","title":"introducing Moodboard Gallery","summary":"Krea AI 宣布在 Krea 2 中上线 Moodboard Gallery，新增数千个预设风格板供用户浏览和直接用于生成。同时预告了“random”和“auto”两种新模式，可自动为生成任务选择匹配的风格板，减少手动挑选步骤。","recommendation":"Krea 2 的 Moodboard Gallery 新增数千个风格板，还预告了随机和自动匹配模式。做视觉风格参考和美术总设的可以直接拿来用，省掉自己攒参考图的时间。","href":"./2026-05-29.html#item-tools-10","url":"https://x.com/krea_ai/status/2060009448685416645","tags":["art_design","image_gen","ideation"],"entities":["Krea AI","Krea 2"],"gist":"Krea 2上线Moodboard Gallery提供预设风格板"},{"id":"2026-05-29-methods-01","date":"2026-05-29","section":"methods","sectionName":"方法与经验","source":"@LumaLabsAI","title":"BTS: Career Finder First the characters, then the scenes…","summary":"LumaLabs 官博发布《Career Finder》幕后制作拆解，展示一支 AI 广告从零开始构建角色、场景、镜头的完整流程，全部通过图像生成和视频生成完成，未公开具体工具参数或 prompt 细节。","recommendation":"Luma 官博拆解了一支 AI 广告从角色到镜头全自建的工作流，做 AI 短剧和视觉开发的可以拉片看角色一致性怎么从图生到视频保持住。","href":"./2026-05-29.html#item-methods-1","url":"https://x.com/LumaLabsAI/status/2060081566651711841","tags":["case_study","image_gen","video_gen","consistency"],"entities":["LumaLabs"],"gist":"Luma拆解AI广告全流程制作"},{"id":"2026-05-29-methods-02","date":"2026-05-29","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Create transformation videos where a cube, sphere, capsule…","summary":"ComfyUI 官方发布基于 Seedance 2.0 的变形视频工作流：支持立方体、球体、胶囊体或自定义物体一键变人/变物，自动生成匹配的首尾帧并保持环境与风格一致性，适合视觉特效、风格转场和角色变形场景。","recommendation":"ComfyUI 官方推的 Seedance 2.0 变形工作流，一键生成首尾帧匹配的物体变人/变物视频，做视觉特效和风格转场的可以直接套用节点跑一遍。","href":"./2026-05-29.html#item-methods-2","url":"https://x.com/ComfyUI/status/2060013427918266785","tags":["video_gen","control","post_fx","tutorial"],"entities":["ComfyUI","Seedance 2.0"],"gist":"ComfyUI发布Seedance变形视频工作流"},{"id":"2026-05-29-methods-03","date":"2026-05-29","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"I tested Pika MCP Founder Kit Skills with Airbnb","summary":"用户 @MayorKingAI 实测 Pika MCP Founder Kit Skills，输入 Airbnb 链接后自动生成一条 polished app sizzle video。该技能集还支持品牌视频、App Store 截图和创始人短片生成，通过 Pika MCP 接入 Claude 使用。实测展示了 AI 视频生成工具与 LLM Agent 结合后，从链接到成片的自动化工作流可行性。","recommendation":"Pika MCP 接入 Claude 后能一键生成 App 宣传片、品牌视频和创始人短片，做后期和工具链整合的可以接上测一遍，看自动化出片质量稳不稳。","href":"./2026-05-29.html#item-methods-3","url":"https://x.com/MayorKingAI/status/2060057180632674416","tags":["agent","video_gen","commercial","tutorial"],"entities":["Pika","Claude"],"gist":"Pika MCP技能集自动生成宣传视频"},{"id":"2026-05-29-methods-04","date":"2026-05-29","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"Character consistency is where most AI builds fall apart","summary":"FLORAai 发布推文，标题为「角色一致性是大多数 AI 项目翻车的地方」，并附链接分享如何让角色在每帧画面中保持一致。推文文本无具体方法或参数，具体内容需查看链接原文。","recommendation":"角色一致性是 AI 短剧和视觉项目的常见痛点，做角色 IP 和视觉开发的可以点开看看有没有新解法。","href":"./2026-05-29.html#item-methods-4","url":"https://x.com/floraai/status/2060032594322846092","tags":["consistency","case_study"],"entities":["FLORAai"],"gist":"FLORAai讨论角色一致性痛点"},{"id":"2026-05-29-methods-05","date":"2026-05-29","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"我让一个AI，帮我装另一个AI","summary":"UP 主演示用操作系统级 AI 助手 Marvis 自动完成本地大模型部署全流程：自动识别电脑配置、安装 Ollama、选择合适模型，并进一步实现模型蒸馏（巴菲特风格）、远程控制（手机指挥电脑）、多任务并行（10 分钟 5 件事）。整个过程无需手动操作，验证了 AI Agent 在本地工具链编排中的可行性。","recommendation":"一个 AI 帮你装另一个 AI 的实操演示，做 AI 工具链整合的可以直接抄工作流，省掉自己折腾本地部署的时间。","href":"./2026-05-29.html#item-methods-5","url":"https://www.bilibili.com/video/BV1AWVP6nEJo","tags":["agent","cost_open","tutorial"],"entities":["Marvis","Ollama"],"gist":"AI助手自动部署本地大模型"},{"id":"2026-05-29-methods-06","date":"2026-05-29","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"Agent One is genuinely starting to feel like a cheat code 🎬🔥","summary":"Agent One 工具演示：单条 prompt 自动生成 Alpine A390 汽车广告片，覆盖图片生成、视频生成、剪辑、最终合成全流程，输出 30 秒以上成片。该推文为个人创作者实测分享，未公开具体模型或工作流细节，仅提供工具访问链接。","recommendation":"一条 prompt 自动出图、出视频、剪辑、合成一条 30 秒广告片。做短剧和广告的可以点链接看工作流入口，省掉传统后期流程。","href":"./2026-05-29.html#item-methods-6","url":"https://x.com/CharaspowerAI/status/2059318485696803002","tags":["agent","video_gen","commercial","case_study"],"entities":["Agent One"],"gist":"Agent One自动生成汽车广告片"},{"id":"2026-05-29-works-01","date":"2026-05-29","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"爆肝100小时终于完成了这部AI微电影《蛇嫁》","summary":"B 站 UP 主发布 AI 微电影《蛇嫁》，标注耗时 100 小时制作，部分内容为重置版。题材和视觉风格偏志怪/民俗向，未公开具体工具链或工作流细节。","recommendation":"AI 微电影《蛇嫁》，100 小时制作周期，做 AI 短剧的可以拉片看叙事节奏和视觉风格处理。","href":"./2026-05-29.html#item-cases-1","url":"https://www.bilibili.com/video/BV1oGG66zEJj","tags":["short_drama","film","case_study"],"entities":[],"gist":"AI微电影《蛇嫁》100小时制作，志怪民俗风格"},{"id":"2026-05-29-works-02","date":"2026-05-29","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"一镜到底AIGC短片《点石成金》","summary":"小红书作者16AIStudio发布AI短片《点石成金》，采用一镜到底的拍摄手法，点赞1073。未公开具体工具链或工作流细节，但一镜到底的叙事结构对AI视频生成中的场景连续性和镜头一致性提出了较高要求，是AI短片在长镜头叙事上的一个尝试。","recommendation":"一镜到底的AI短片，视觉师和编导可以拉片看镜头衔接和场景过渡的处理方式。","href":"./2026-05-29.html#item-cases-2","url":"https://www.xiaohongshu.com/explore/6a080dbd0000000038035d6e","tags":["film","camera","case_study"],"entities":[],"gist":"一镜到底AI短片《点石成金》展示长镜头叙事"},{"id":"2026-05-29-works-03","date":"2026-05-29","section":"cases","sectionName":"作品与案例","source":"@runwayml","title":"Last Night","summary":"Runway 官方发布 AI 短片《Last Night》，全片由一人用 Runway 在一天内完成，讲述东京一夜改变人生的经历，以碎片记忆为叙事线索。该片属于 Project Luxo 项目，旨在展示 AI 生成视频已跨越恐怖谷效应。视觉风格偏迷离记忆感，镜头语言和情绪节奏是看点，未公开具体工作流细节。","recommendation":"Runway 官方出品的 AI 短片，一人一天完成，做 AI 短剧和视觉叙事的可以拉片看镜头语言和碎片记忆的视觉化处理。","href":"./2026-05-29.html#item-cases-3","url":"https://x.com/runwayml/status/2059998751742128635","tags":["film","case_study","video_gen"],"entities":["Runway"],"gist":"Runway官方短片《Last Night》一人一天完成"},{"id":"2026-05-29-works-04","date":"2026-05-29","section":"cases","sectionName":"作品与案例","source":"@GoogleAI","title":"We wanted to see if we could take simple, physical…","summary":"Google AI 发布 I/O 2026 预热短片，用纸板、马克笔等简单实物材料制作角色和场景，再通过 AI 将其转化为动画。短片由导演 Laurie Rowan 与 Nexus 工作室合作完成，主角是一群 TPU 芯片角色，风格融合手工质感与 AI 生成动画，展示实物+AI 的混合创作路径。","recommendation":"Google 官方 AI 短片，用纸板+马克笔做实物，再靠 AI 转成动画角色。做视觉和编导的可以拉片看实物与 AI 的融合质感，当风格参考用。","href":"./2026-05-29.html#item-cases-4","url":"https://x.com/GoogleAI/status/2060043029835116826","tags":["animation","film","case_study"],"entities":["Google AI"],"gist":"Google预热短片用实物加AI转动画角色"},{"id":"2026-05-29-works-05","date":"2026-05-29","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"《骨人》｜国产自制爱死机ai短片","summary":"小红书作者「猫泥-Ai」发布国产自制 AI 短片《骨人》，定位爱死机风格，主打赛博朋克视觉与高对比度镜头语言。未公开具体工具链或工作流细节，但点赞 595 说明社区对国产 AI 短片风格化尝试有较高关注度。","recommendation":"国产爱死机风格 AI 短片，视觉师和短剧团队可以拉片看风格化镜头和角色一致性处理。","href":"./2026-05-29.html#item-cases-5","url":"https://www.xiaohongshu.com/explore/6a12ecfc000000000702755f","tags":["short_drama","film","case_study"],"entities":[],"gist":"国产爱死机风格AI短片《骨人》赛博朋克视觉"},{"id":"2026-05-29-works-06","date":"2026-05-29","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"史同大乱斗5:听说史同院来了个大shai迷叫刘彻，身边还跟着个少年将军","summary":"B 站 AI 短剧《史同大乱斗》系列第 5 集，以历史人物刘彻和少年将军为主角，采用同人乱斗叙事风格。未公开具体工具链或工作流细节，属于 AI 短剧同人创作案例。","recommendation":"AI 短剧同人向作品，史同题材+角色乱斗，做 AI 短剧的可以拉片看角色一致性和叙事节奏处理。","href":"./2026-05-29.html#item-cases-6","url":"https://www.bilibili.com/video/BV1tHGL64EQq","tags":["short_drama","case_study"],"entities":[],"gist":"AI短剧《史同大乱斗》同人乱斗叙事"},{"id":"2026-05-30-industry-01","date":"2026-05-30","section":"industry","sectionName":"行业与平台","source":"Google AI Blog","title":"9 demos of Gemini Omni and Gemini 3.5 in action","summary":"Google 在 I/O 2026 发布 Gemini Omni 和 Gemini 3.5 系列模型。Omni 支持多模态输入（图像、音频、视频、文字）直接生成高质量视频，并可通过对话进行视频编辑，底层结合 Gemini 的推理能力。Gemini 3.5 Flash 首发，主打 Agent 和编程场景，擅长复杂长周期任务。","recommendation":"Google I/O 2026 压轴发布：Gemini Omni 能根据任意输入（图片、音频、视频、文字）直接生成视频，还能对话式剪辑；Gemini 3.5 Flash 主打 Agent 和编程。做 AI 短剧和视觉的可以蹲 demo 看生成质量，搞工作流集成的直接看 API 文档。","href":"./2026-05-30.html#item-industry-1","url":"https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni-3-5-videos/","tags":["video_gen","agent","editing"],"entities":["Gemini Omni","Gemini 3.5 Flash"],"gist":"Gemini Omni多模态生成视频并支持对话编辑"},{"id":"2026-05-30-industry-02","date":"2026-05-30","section":"industry","sectionName":"行业与平台","source":"@kimmonismus","title":"AI生成95分钟动作片戛纳首映","summary":"一部95分钟的AI生成动作片在戛纳电影市场完成首映。制作周期仅两周，预算约50万美元，大部分用于算力支出。该片证明了AI电影制作从短片段向完整长片过渡的可行性，且预算远低于传统制作。","recommendation":"95分钟AI长片戛纳首映，两周50万美元预算，大部分花在算力上。做AI长片和短剧的可以拉片看叙事连贯性和镜头一致性怎么撑住长片时长。","href":"./2026-05-30.html#item-industry-2","url":"https://x.com/kimmonismus/status/2060634651169812942","tags":["film","case_study","consistency"],"entities":[],"gist":"AI生成95分钟动作片戛纳首映，预算低"},{"id":"2026-05-30-industry-03","date":"2026-05-30","section":"industry","sectionName":"行业与平台","source":"@Google","title":"Introducing Google Flow Agent 🎬","summary":"Google 发布 Flow Agent，基于 Gemini 模型构建，能理解用户输入的创意项目上下文，辅助完成复杂创意任务的规划与推理，用户可全程控制输出方向。适用于剧本拆解、分镜规划、项目前期脑暴等场景，目前通过链接可进一步了解详情。","recommendation":"Google 官方出的创意规划 Agent，能理解项目上下文帮你拆复杂任务。编导和短剧团队可以接进来当分镜/剧本的 AI 助手用，省掉前期大量脑力活。","href":"./2026-05-30.html#item-industry-3","url":"https://x.com/Google/status/2060473826362732611","tags":["agent","script","storyboard"],"entities":["Flow Agent","Gemini"],"gist":"Google Flow Agent辅助创意规划与分镜"},{"id":"2026-05-30-industry-04","date":"2026-05-30","section":"industry","sectionName":"行业与平台","source":"@gdb","title":"OpenAI推出实时翻译模型，支持70+语言输入","summary":"OpenAI 推出专用实时翻译模型 gpt-realtime-translate，支持 70+ 种语言语音输入，翻译成 13 种目标语言语音输出。该模型为特定用例设计，非通用大语言模型，已在智能眼镜上运行测试，已开放 API 调用。","recommendation":"OpenAI 出了个专用翻译模型，70+语言语音输入转13种语言输出，已经在智能眼镜上跑。做 AI 配音、实时字幕、多语言后期处理的可以直接接 API 测延迟和自然度。","href":"./2026-05-30.html#item-industry-4","url":"https://x.com/gdb/status/2060452095279415725","tags":["audio_voice","subtitle"],"entities":["gpt-realtime-translate"],"gist":"OpenAI实时翻译模型支持多语言语音"},{"id":"2026-05-30-industry-05","date":"2026-05-30","section":"industry","sectionName":"行业与平台","source":"@StepFun_ai","title":"小即是美：开源多模态模型发布","summary":"阶跃星辰（StepFun）发布并开源了一款新的多模态模型，官方强调其特点是“小”（Small is a feature），体积显著小于 V4-Flash，同时保持多模态能力和推理速度。具体参数、架构和性能数据尚未在推文中公开。","recommendation":"阶跃星辰开源了一款比 V4-Flash 小得多、支持多模态的模型，做本地部署和工具链集成的可以直接拉下来跑跑看。","href":"./2026-05-30.html#item-industry-5","url":"https://x.com/StepFun_ai/status/2060678753030947226","tags":["cost_open","image_gen"],"entities":["StepFun","V4-Flash"],"gist":"阶跃星辰开源小型多模态模型"},{"id":"2026-05-30-industry-06","date":"2026-05-30","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"The blog post did the thinking","summary":"LumaLabs 发布 Luma Agents 功能，用户只需输入内容素材并定义宣传钩子，系统即可自动生成全套宣传图形物料，覆盖多版本、多尺寸的推广视觉。该功能面向营销和内容宣发场景，旨在将创意到成图的流程自动化，减少人工逐张调整的工作量。","recommendation":"Luma 把宣传物料生成自动化了：丢内容、定钩子，自动出全套宣传图。做短剧宣发和视觉物料批量生产的可以直接套用，省掉每张图单独调的工作量。","href":"./2026-05-30.html#item-industry-6","url":"https://x.com/LumaLabsAI/status/2060461313713909783","tags":["image_gen","agent","commercial"],"entities":["Luma Agents"],"gist":"Luma Agents自动生成全套宣传物料"},{"id":"2026-05-30-industry-07","date":"2026-05-30","section":"industry","sectionName":"行业与平台","source":"@bstuartti","title":"This morning, one of the most respected directors in…","summary":"一位备受尊敬的动画导演今早宣布退出一个他原本非常期待的项目。项目本身并未失败，而是在宣布两天后，因使用AI而遭到网络舆论围攻，最终在压力下道歉并退出。该事件反映了AI在影视创作领域引发的舆论争议和从业者面临的社会压力，对AI影视创作者具有警示意义。","recommendation":"一位资深动画导演因使用AI被网暴到退出项目，做AI短剧和动画的同行都该看看——这不是技术问题，是舆论场上的真实风险。","href":"./2026-05-30.html#item-industry-7","url":"https://x.com/bstuartTI/status/2060439449536962937","tags":["industry","animation","short_drama"],"entities":[],"gist":"动画导演因使用AI遭网暴退出项目"},{"id":"2026-05-30-tools-01","date":"2026-05-30","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"We are continually adding new models and endpoints to the…","summary":"Runway 官方宣布持续向 API 新增模型和端点，目前已集成 Seedance 2.0 和 GPT Image 2 等模型，开发者可通过单一 API 调用多种生成能力，无需分别对接不同厂商接口，适用于视频生成、图像生成等场景的集成开发与自动化工作流编排。","recommendation":"Runway API 把 Seedance 2.0 和 GPT Image 2 塞进同一个接口，做短剧和视觉开发的可以接 API 测一周，看多模型混用能不能省掉来回切工具的功夫。","href":"./2026-05-30.html#item-tools-1","url":"https://x.com/runwayml/status/2060453805519765548","tags":["video_gen","image_gen","agent"],"entities":["Runway","Seedance 2.0","GPT Image 2"],"gist":"Runway API集成多模型支持视频图像生成"},{"id":"2026-05-30-tools-02","date":"2026-05-30","section":"tools","sectionName":"工具与能力","source":"@OpenAI","title":"Windows users, this one’s for you","summary":"OpenAI 宣布 Codex 的 Computer Use 功能正式支持 Windows 系统，Codex 可直接在 Windows 电脑上执行操作（如点击、输入、文件处理等）。同时 ChatGPT 移动端 App 也支持 Windows 版 Codex，用户可在手机上发起、查看和遥控任务，后台在 Windows 机器上持续运行。该更新面向 AI 编程和自动化工作流场景，适用于批量处理、工具链编排等任务。","recommendation":"OpenAI 把 Codex 的 Computer Use 搬到了 Windows 上，还能用 ChatGPT 手机 App 远程遥控。做 AI 自动化工作流的可以直接在 Windows 机器上跑脚本、调工具，省掉来回切系统的麻烦。","href":"./2026-05-30.html#item-tools-2","url":"https://x.com/OpenAI/status/2060428604727771421","tags":["agent","industry"],"entities":["Codex","ChatGPT"],"gist":"Codex Computer Use支持Windows并可远程控制"},{"id":"2026-05-30-tools-03","date":"2026-05-30","section":"tools","sectionName":"工具与能力","source":"@fal","title":"fal Assets is live","summary":"fal 上线 Assets 功能，将用户在平台上生成的所有内容（图片、视频、音频、3D）统一存入一个可语义搜索的资产库，支持在 Sandbox、Playground、Workflows 之间直接引用为输入，无需重新上传或翻文件名。","recommendation":"fal 把生成资产统一入库了，图片、视频、音频、3D 全在一个库里，语义搜索加跨工具复用，做批量出图和后期整合的可以省掉来回拖文件的时间。","href":"./2026-05-30.html#item-tools-3","url":"https://x.com/fal/status/2060427286076158458","tags":["agent","video_gen","image_gen","audio_voice","three_d"],"entities":["fal"],"gist":"fal上线统一资产库支持语义搜索与复用"},{"id":"2026-05-30-tools-04","date":"2026-05-30","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"ComfyUI just added @OpenRouter support","summary":"ComfyUI 新增对 OpenRouter 的支持，用户可在 ComfyUI 工作流内直接调用 20+ 个 LLM 模型，无需切换平台或受限于单一模型。该更新降低了工作流中的模型切换摩擦，提升了灵活性和集成效率，已附工作流链接。","recommendation":"ComfyUI 直接接入了 OpenRouter，不用再被单一 LLM 锁死，工作流里能调 20+ 模型。做 AI 工作流编排和工具链整合的，可以直接装起来用，省掉中间跳转的麻烦。","href":"./2026-05-30.html#item-tools-4","url":"https://x.com/ComfyUI/status/2060501866514092207","tags":["agent","prompt"],"entities":["ComfyUI","OpenRouter"],"gist":"ComfyUI接入OpenRouter支持多LLM调用"},{"id":"2026-05-30-tools-05","date":"2026-05-30","section":"tools","sectionName":"工具与能力","source":"@gdb","title":"Codex可自主管理对话线程与并行任务","summary":"OpenAI 联合创始人 Greg Brockman 转发演示：Codex 现在可以自主创建、搜索、整理、固定对话线程，并为并行任务启动工作树（worktrees），实现对话线程的自我管理。该功能由用户 Guinness Chen 展示，Codex 不再需要人工维护对话结构，可自动处理多线程并行任务的组织与优先级管理。","recommendation":"Codex 现在能自己管理自己的对话线程和并行任务了，做 AI 编程和 Agent 工作流编排的可以直接套用这个自管理逻辑，省掉手动整理线程的功夫。","href":"./2026-05-30.html#item-tools-5","url":"https://x.com/gdb/status/2060486309886443787","tags":["agent"],"entities":["Codex"],"gist":"Codex可自主管理对话线程与并行任务"},{"id":"2026-05-30-tools-06","date":"2026-05-30","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"ComfyUI现已支持OpenRouter模型直接调用","summary":"ComfyUI 新增对 OpenRouter 的原生支持，用户可在 ComfyUI 工作流中直接调用 OpenRouter 平台上的 20 多个大语言模型，无需切换工具或单独配置 API。OpenRouter 提供包括免费模型在内的 500+ 模型统一 API 接口。","recommendation":"ComfyUI 直接调 OpenRouter 的 20+ 模型，不用再切窗口。搞工作流编排的可以接上跑一周，看哪个模型配哪个节点最顺。","href":"./2026-05-30.html#item-tools-6","url":"https://x.com/OpenRouter/status/2060511136932315259","tags":["agent","tutorial","cost_open"],"entities":["ComfyUI","OpenRouter"],"gist":"ComfyUI支持OpenRouter模型调用"},{"id":"2026-05-30-tools-07","date":"2026-05-30","section":"tools","sectionName":"工具与能力","source":"@heyglif","title":"Step 1: Generate a music video entirely in Glif, just by…","summary":"Glif 推出新功能：用户只需与 AI Agent 对话，即可完整生成一支音乐视频（MV），无需手动操作多工具或编写复杂工作流。该推文仅含标题和链接，未公开具体生成质量、时长限制、风格可控性、角色一致性等关键参数。","recommendation":"Glif 新功能：跟 AI 聊天就能生成一支 MV，不用切工具。做短剧和 MV 的可以点进去看 demo，看生成质量和可控性到哪一步了。","href":"./2026-05-30.html#item-tools-7","url":"https://x.com/heyglif/status/2060452322300366984","tags":["mv","agent","video_gen"],"entities":["Glif"],"gist":"Glif聊天生成音乐视频"},{"id":"2026-05-30-tools-08","date":"2026-05-30","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"FLORA now connects directly to Google Drive","summary":"AI 视频工作流平台 FLORA 新增 Google Drive 直连功能，支持从 Drive 导入素材、在工作流中处理、再将成品直接导出回 Drive，省去下载和重新上传的步骤。该更新面向批量出片和自动化管线场景，减少手动搬运环节，提升素材流转效率。","recommendation":"FLORA 直接连上 Google Drive，素材导入、跑工作流、导出成品一条线，不用下载再上传。做批量出片和自动化管线的团队，省掉手动搬运这一步，效率能提一截。","href":"./2026-05-30.html#item-tools-8","url":"https://x.com/floraai/status/2060441893293453697","tags":["agent","industry"],"entities":["FLORA"],"gist":"FLORA直连Google Drive提升素材流转"},{"id":"2026-05-30-tools-09","date":"2026-05-30","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"Grab the Build-A-Brand, App Store Screens, Product Sizzle…","summary":"Pika Labs 推出 Pika MCP（Model Context Protocol）工具包，安装后可调用 Build-A-Brand（品牌视觉生成）、App Store Screens（应用商店截图）、Product Sizzle（产品宣传视频）、Founder Video（创始人视频）四项技能，面向品牌视觉和产品营销素材的自动化生成场景。","recommendation":"Pika 出了 MCP 工具包，装一个就能批量生成品牌视觉、App 截图、产品视频和创始人视频。做 AI 视觉和工具链整合的可以装起来跑一遍，看自动化程度够不够用。","href":"./2026-05-30.html#item-tools-9","url":"https://x.com/pika_labs/status/2060422233089323015","tags":["agent","commercial","image_gen"],"entities":["Pika","Pika MCP"],"gist":"Pika MCP工具包自动化生成营销素材"},{"id":"2026-05-30-methods-01","date":"2026-05-30","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"The ways you can manipulate footage with Omni are incredible","summary":"创作者 @maxescu 演示了用 Google Omni 对 Seedance 2.0 生成的视频进行实时风格重绘：将一段原始视频分别重绘为《后室》风格和拍立得桌面展示风格。Omni 能理解视频内容并基于文字 prompt 重新想象画面，适用于后期风格化、素材二次创作和视觉实验场景。","recommendation":"用 Seedance 2.0 生成的视频喂进 Google Omni，能实时重绘成不同风格（后室、拍立得桌面），做后期和视觉的可以直接拿这个工作流试风格迁移和素材再创作。","href":"./2026-05-30.html#item-methods-1","url":"https://x.com/maxescu/status/2060431716934877264","tags":["video_gen","post_fx","control"],"entities":["Omni","Seedance 2.0"],"gist":"Omni实时重绘视频风格"},{"id":"2026-05-30-methods-02","date":"2026-05-30","section":"methods","sectionName":"方法与经验","source":"X","title":"GPIC：大规模视觉生成基准数据集发布","summary":"李飞飞团队发布 GPIC（Giant Permissive Image Corpus）视觉生成基准数据集，包含 1 亿 VLM 标注图文对用于训练、100 万图文对用于基准测试，总计约 28 万亿像素，完全开放研究及商业使用许可。该数据集规模远超现有公开数据集，旨在为大规模生成模型时代提供统一的训练与评测标准。","recommendation":"李飞飞团队开源 GPIC 基准数据集，1 亿图文对 + 100 万测试对，全许可商用。做视觉生成模型训练和评测的可以直接拿来当训练集和测试集用。","href":"./2026-05-30.html#item-methods-2","url":"https://x.com/drfeifei/status/2060404846734512205","tags":["image_gen","cost_open","industry"],"entities":["GPIC"],"gist":"李飞飞团队发布GPIC视觉生成基准数据集"},{"id":"2026-05-30-methods-03","date":"2026-05-30","section":"methods","sectionName":"方法与经验","source":"@runwayml","title":"Go behind the scenes to learn more about how The Rogue was…","summary":"Runway 官方发布幕后制作解析，介绍 AI 短片《The Rogue》的制作过程：由单人创作者在不到一个月内完成，全程使用 Runway 工具链。该片是 Runway 新项目 Project Luxo 的首部作品，旨在验证 AI 生成视频已跨越恐怖谷效应。幕后内容涵盖从概念到成片的完整工作流，未公开具体技术参数或 prompt 细节。","recommendation":"Runway 官方拆解《The Rogue》幕后：单人、一个月、全 AI 出片。做 AI 短剧和独立制作的可以拉片看工作流和效率上限。","href":"./2026-05-30.html#item-methods-3","url":"https://x.com/runwayml/status/2060364000295002185","tags":["case_study","film","video_gen"],"entities":["Runway","Project Luxo"],"gist":"Runway官方拆解单人用Runway制作AI短片幕后"},{"id":"2026-05-30-methods-04","date":"2026-05-30","section":"methods","sectionName":"方法与经验","source":"@MrLarus","title":"Larus Canus @MrLarus · 15小时 AI微表情控制，拒绝用力过猛、拒绝抽卡、拒绝拼接…","summary":"创作者 @MrLarus 发布 AI 微表情控制 demo，15 秒内实现「笑意迟疑→压抑伤心→强压哭意→情绪释放→强收泪水→含泪释怀」6 种复杂情绪连续转换，宣称一次性成片、无抽卡无拼接。提示词方法在评论区公开。","recommendation":"15 秒 6 种微表情一次性成片，不抽卡不拼接。做 AI 短剧和角色动画的可以直接去评论区扒提示词方法，拉片看情绪转换的节奏控制。","href":"./2026-05-30.html#item-methods-4","url":"https://x.com/MrLarus/status/2060278084356436020","tags":["performance","video_gen","prompt","short_drama"],"entities":[],"gist":"AI微表情控制15秒6种情绪一次性成片"},{"id":"2026-05-30-methods-05","date":"2026-05-30","section":"methods","sectionName":"方法与经验","source":"@mirroraoaoao","title":"嗷嗷镜 @mirroraoaoao · 22小时 google Omni flash 最神仙的打开方式…","summary":"博主展示 Google Omni Flash 在视频编辑中的两个实用案例：1）视频内物体无缝替换（可乐变芬达再变老干妈）；2）在实拍画面中凭空添加行人，光影融合自然。操作门槛低，无需复杂后期合成。","recommendation":"后期和视觉师直接看案例：视频里无缝换物和凭空加人，光影自然到不用二次调色，跑一遍就知道能省多少合成时间。","href":"./2026-05-30.html#item-methods-5","url":"https://x.com/mirroraoaoao/status/2060170251430752261","tags":["video_gen","post_fx","control"],"entities":["Google Omni Flash"],"gist":"Omni Flash视频编辑换物加人光影自然"},{"id":"2026-05-30-methods-06","date":"2026-05-30","section":"methods","sectionName":"方法与经验","source":"@googlecloud","title":"🍌 WPP is continually pushing the boundaries of creativity…","summary":"Google Cloud 发文介绍 WPP 利用生成式媒体推动创意边界，其 Nano Banana 模型提供更高的一致性和控制力，已快速成为客户规模化内容生产系统的基础。该案例展示了广告集团如何将生成式模型嵌入商业内容生产流程。","recommendation":"WPP 用 Nano Banana 模型做规模化内容生产，做 AI 制片的可以看看大广告集团怎么用生成式媒体降本提效。","href":"./2026-05-30.html#item-methods-6","url":"https://x.com/googlecloud/status/2060053148933235161","tags":["image_gen","commercial","consistency","industry"],"entities":["Nano Banana"],"gist":"WPP用Nano Banana做规模化内容生产"},{"id":"2026-05-30-methods-07","date":"2026-05-30","section":"methods","sectionName":"方法与经验","source":"@mylifcc","title":"lifcc @mylifcc · 13小时 最近给 Codex 做了两个…","summary":"开发者 lifcc 为 AI 编程工具 Codex 开发了两个自定义 skill：codex-retrospective 让 Codex 定期回顾过去几周的会话历史，自动更新 AGENTS.md 并提炼可复用的小 skill；codex-fluent 解决长期 session 的流畅性问题。两个 skill 均以最小改动实现，可提升 Codex 的长期使用体验和知识积累能力。","recommendation":"给 Codex 加两个 skill 就能让它越用越聪明、不卡顿，做 AI 工作流编排的可以直接抄作业装起来用。","href":"./2026-05-30.html#item-methods-7","url":"https://x.com/mylifcc/status/2059967391761891796","tags":["agent","tutorial"],"entities":["Codex"],"gist":"为Codex开发两个skill提升长期使用体验"},{"id":"2026-05-30-methods-08","date":"2026-05-30","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"The animation workflow is changing forever 🎬🔥","summary":"@CharaspowerAI 分享了一套动画工作流：先用工具生成角色表（character sheet），再接入 Seedance 2.0 生成 30 秒动画片段，实现角色一致性和动态镜头。推文附完整工作流和 prompt 链接。","recommendation":"角色表生成+Seedance 的动画工作流，30 秒成片效果不错。做 AI 动画和短剧的可以点开看完整工作流和 prompt，直接套用试试出片稳定性。","href":"./2026-05-30.html#item-methods-8","url":"https://x.com/CharaspowerAI/status/2060402131702861863","tags":["animation","consistency","prompt"],"entities":["Seedance 2.0"],"gist":"角色表生成加Seedance做30秒动画工作流"},{"id":"2026-05-30-methods-09","date":"2026-05-30","section":"methods","sectionName":"方法与经验","source":"@heyglif","title":"RT @fabianstelzer: I asked the glif agent to take this…","summary":"用户 @fabianstelzer 用 Glif Agent 演示了一条指令工作流：输入一张图片，Agent 自动识别区域并生成视频，每个区域配 2 个高光点，同时自动生成旁白和背景音乐。展示了 Glif Agent 在图片转视频+自动配音配乐场景下的端到端能力。","recommendation":"Glif Agent 一条指令走完从图到视频+配音+音乐的流程，做批量内容生产的可以看看自动化程度有多高。","href":"./2026-05-30.html#item-methods-9","url":"https://x.com/heyglif/status/2060650887169581459","tags":["video_gen","audio_voice","audio_music","agent"],"entities":["Glif Agent"],"gist":"Glif Agent实现图片转视频并自动配音配乐"},{"id":"2026-05-30-methods-10","date":"2026-05-30","section":"methods","sectionName":"方法与经验","source":"@ZaynHao","title":"Zayn Hao @ZaynHao · 19小时 不知道是不是众所周知， Codex 的 token…","summary":"开发者 Zayn Hao 分享个人工作流：Codex 的 token 额度（5 小时）消耗快，他在剩余 10-20% token 时，让 Codex 自动生成/更新一份交接文档，再将该文档交给 Claude Code 继续执行后续任务，避免因额度耗尽导致工作中断。","recommendation":"个人经验分享：Codex token 不耐用，剩 10% 时让它写交接文档，再转给 Claude Code 续跑。做 AI 编程/Agent 工作流编排的可以抄这个兜底策略，省得半路断档重来。","href":"./2026-05-30.html#item-methods-10","url":"https://x.com/ZaynHao/status/2059877326167707722","tags":["agent","tutorial"],"entities":["Codex","Claude Code"],"gist":"Codex token耗尽前写交接文档转Claude Code续跑"},{"id":"2026-05-30-works-01","date":"2026-05-30","section":"cases","sectionName":"作品与案例","source":"@Alibaba_Wan","title":"AI awakening isn't always about learning to love—sometimes…","summary":"阿里万相官方推介第 16 届北京国际电影节 [万相+] 主题竞赛获奖短片《Perfect Plan》，该片获 Outstanding AI-Themed Short Film 奖，主题围绕 AI 觉醒与欺骗，非传统情感叙事路线。未公开具体工具链或工作流细节。","recommendation":"AI 主题短片获奖作品，做 AI 短剧和编导的可以拉片看叙事和视觉一致性处理。","href":"./2026-05-30.html#item-cases-1","url":"https://x.com/Alibaba_Wan/status/2060196737898406134","tags":["film","case_study","short_drama"],"entities":["万相"],"gist":"万相+竞赛获奖AI短片《Perfect Plan》展示"},{"id":"2026-05-30-works-02","date":"2026-05-30","section":"cases","sectionName":"作品与案例","source":"@HeyGen","title":"RT @liu8in: the @claudeai team really cooked 👏","summary":"Claude AI 团队发布一支 hyperframes 视频，由 Opus 4.8 模型生成，导演 @Miguel07Code。视频以连贯镜头和干净画面为特点，展示了 AI 在风格一致性和镜头语言上的控制力，未公开具体工作流或参数细节。","recommendation":"Claude AI 团队用 Opus 4.8 做的 hyperframes 视频，镜头干净、风格统一，做 AI 短片的可以拉片看视觉一致性处理。","href":"./2026-05-30.html#item-cases-2","url":"https://x.com/HeyGen/status/2060148597996564964","tags":["video_gen","consistency","film"],"entities":["Claude","Opus 4.8"],"gist":"Claude团队用Opus 4.8生成风格统一的hyperframes视频"},{"id":"2026-05-30-works-03","date":"2026-05-30","section":"cases","sectionName":"作品与案例","source":"@Alibaba_Wan","title":"AI as both the destroyer and the continuation of human…","summary":"阿里万相官推展示一部获奖 AI 音乐短片，由多位创作者联合制作，获第 16 届北京国际电影节「优秀 AI 主题短片」奖。短片以 AI 作为人类创造力的毁灭者与延续者为主题，视觉风格和叙事手法是看点，未公开具体工作流或工具栈。","recommendation":"北影节获奖 AI 音乐短片，视觉和叙事有看头，编导和视觉师可以拉片分析镜头语言和风格一致性处理。","href":"./2026-05-30.html#item-cases-3","url":"https://x.com/Alibaba_Wan/status/2060191515016892775","tags":["mv","film","case_study"],"entities":["万相"],"gist":"北影节获奖AI音乐短片展示视觉与叙事"},{"id":"2026-05-30-works-04","date":"2026-05-30","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"《AI易中天品新三国》第12集_秦皇汉武1【B站AI创作大赛-三国主题赛】","summary":"B站UP主「南阳野人ZLB」发布AI创作大赛三国主题赛参赛作品《AI易中天品新三国》第12集，以AI模拟易中天讲史风格，结合AI生成画面与配音，播放量15.18万。作品延续系列化叙事，聚焦秦皇汉武题材，未公开具体工具链或工作流细节。","recommendation":"B站AI创作大赛三国主题赛参赛作品，用AI模拟易中天风格讲三国，做AI短剧和IP化内容的可以拉片看角色声音一致性处理和叙事节奏。","href":"./2026-05-30.html#item-cases-4","url":"https://www.bilibili.com/video/BV1n1GJ64ExY","tags":["short_drama","avatar","audio_voice","case_study"],"entities":[],"gist":"AI模拟易中天讲三国系列短剧作品展示"},{"id":"2026-05-30-works-05","date":"2026-05-30","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"NPC全部接入AI！这国产游戏也太离谱了！","summary":"B 站 UP 主展示一款国产游戏，其中所有 NPC 均接入 AI 驱动，支持玩家与每个角色进行自然语言对话和互动，非预设脚本。视频为实机演示片段，展示了 NPC 根据玩家输入实时生成回应、执行任务、改变行为等能力，未公开具体技术栈或模型信息。","recommendation":"国产游戏 NPC 全接入 AI 的实机演示，做 AI 短剧和互动叙事的可以拉片看角色对话逻辑和场景交互设计。","href":"./2026-05-30.html#item-cases-5","url":"https://www.bilibili.com/video/BV1M5GR6vEKd","tags":["agent","case_study","short_drama"],"entities":[],"gist":"国产游戏NPC全接入AI的实机演示"},{"id":"2026-05-30-works-06","date":"2026-05-30","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"#1 We built a 15-second animated IP teaser — from character…","summary":"PixVerse 官方发布 15 秒动画 IP 预告片《MILO & BUMBLE: Underground Postal Riders》，展示从角色设定到成片的完整工作流，未公开具体工具链或参数细节。","recommendation":"PixVerse 官方用自家工具跑了一条角色动画短片，从角色设定到成片全流程展示，做 IP 动画和短剧的可以拉片看角色一致性处理。","href":"./2026-05-30.html#item-cases-6","url":"https://x.com/PixVerse_/status/2060184048920826340","tags":["animation","case_study","consistency"],"entities":["PixVerse"],"gist":"PixVerse官方展示动画IP预告片制作流程"},{"id":"2026-05-30-works-07","date":"2026-05-30","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"我用AI做了个Galgame！三大女主等你来攻略","summary":"B 站 UP 主发布了一款 AI 制作的 Galgame 成品，包含三位可攻略女主，提供在线游玩链接。未公开具体使用的 AI 工具链、工作流或制作细节。","recommendation":"AI 做 Galgame 的完整成品，短剧和互动叙事团队可以点进去看看角色设计和叙事结构怎么用 AI 落地。","href":"./2026-05-30.html#item-cases-7","url":"https://www.bilibili.com/video/BV1WQGx62E5k","tags":["case_study","script","art_design"],"entities":[],"gist":"AI制作Galgame成品展示角色与叙事"},{"id":"2026-05-31-industry-01","date":"2026-05-31","section":"industry","sectionName":"行业与平台","source":"@OpenAIDevs","title":"🧵 Our Voice Hack Night finalists are here","summary":"OpenAI Devs 公布 Voice Hack Night 决赛入围项目，4 个团队在 6 小时内用实时语音 Agent 完成真实场景构建，现开放社区投票，周一公布冠军。具体项目细节需查看链接原文。","recommendation":"OpenAI 开发者黑客松的实时语音 Agent 项目投票，做 AI 配音和语音交互的可以看看社区在卷什么方向。","href":"./2026-05-31.html#item-industry-1","url":"https://x.com/OpenAIDevs/status/2060768476386689253","tags":["audio_voice","agent","industry"],"entities":["OpenAI"],"gist":"OpenAI语音黑客松决赛项目投票"},{"id":"2026-05-31-methods-01","date":"2026-05-31","section":"methods","sectionName":"方法与经验","source":"@Kling_ai","title":"Kling AI助力电影RAPHAEL创作全流程揭秘","summary":"可灵AI官方发布AI长片《RAPHAEL》幕后工作流，展示从创意构思到最终电影画面全流程如何使用Kling AI，涵盖角色设计、场景构建、镜头编排等环节，重点在于展示单一工具链完成长片级制作的可行性。","recommendation":"可灵官方放出的长片幕后，从创意到成片全流程拆解，做AI短剧和长片的可以直接拉片看工作流怎么搭。","href":"./2026-05-31.html#item-methods-1","url":"https://x.com/Kling_ai/status/2060375625404432757","tags":["video_gen","case_study","film"],"entities":["可灵"],"gist":"可灵AI长片RAPHAEL幕后全流程揭秘"},{"id":"2026-05-31-methods-02","date":"2026-05-31","section":"methods","sectionName":"方法与经验","source":"@berryxia","title":"Adam's Law：用高频词写Prompt效果更好","summary":"FaceMind 团队用 100 种语言和四大核心任务实验发现，在语义不变的前提下，使用预训练语料中出现频率更高的词汇（高频表达）来撰写提示词或进行微调，可以显著提升大语言模型的表现。这一规律被总结为 Adam's Law（文本频率定律），原理是高频表达能让模型在它最熟悉的概率空间内工作，从而优化输出质量。","recommendation":"写 Prompt 时把低频词换成高频同义词，模型输出质量能肉眼可见地提升。做 AI 短剧和批量出片的团队，可以拿这条规律去优化你的 Prompt 模板库。","href":"./2026-05-31.html#item-methods-2","url":"https://x.com/berryxia/status/2060212428584202428","tags":["prompt","tutorial"],"entities":["FaceMind"],"gist":"高频词写Prompt提升模型表现规律"},{"id":"2026-05-31-works-01","date":"2026-05-31","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【AI电影】无限恐怖第七幕：异形1 - 极限恐怖","summary":"B站UP主「无限恐怖」系列AI电影第七幕《异形1 - 极限恐怖》，时长约10分钟，延续该系列对经典恐怖IP的AI化改编。该系列为B站AI创作大赛参赛作品，已更新至第七集，覆盖生化危机、异形等题材，展示了单一创作者/团队用AI工具完成长系列叙事的能力。","recommendation":"B站AI大赛参赛系列第七集，异形1场景，做AI短剧的可以拉片看长系列叙事和恐怖氛围的AI视觉处理。","href":"./2026-05-31.html#item-cases-1","url":"https://www.bilibili.com/video/BV16zVg6YEym","tags":["short_drama","case_study","film"],"entities":[],"gist":"AI改编恐怖IP长系列短片，展示AI叙事能力"},{"id":"2026-05-31-works-02","date":"2026-05-31","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【AI国腐】42集全《冥冥之中掰弯了你》这个好像冥婚红包的AI版","summary":"B站AI短剧《冥冥之中掰弯了你》，42集完整系列，警探捡到冥婚红包被鬼魂绑定同居的BL向剧情。AI短剧团队可参考其长系列叙事节奏、角色一致性维持和低成本批量生产模式。","recommendation":"42集AI短剧，冥婚红包+傲娇鬼魂的设定，做AI短剧的可以拉片看长系列叙事和角色一致性怎么撑住。","href":"./2026-05-31.html#item-cases-2","url":"https://www.bilibili.com/video/BV1igVg6WEca","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"42集AI短剧，探讨长系列叙事与角色一致性"},{"id":"2026-05-31-works-03","date":"2026-05-31","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"一眼沦陷的国风浪漫","summary":"B站UP主「落雨无声AI」发布国风AI短片，使用可灵AI生成，播放量7566。短片主打国风浪漫视觉风格，未公开具体工作流或参数细节。","recommendation":"国风AI短片，视觉师可当风格参考，看可灵AI在国风题材上的画面质感表现。","href":"./2026-05-31.html#item-cases-3","url":"https://www.bilibili.com/video/BV1BTG76yEda","tags":["image_gen","art_design","case_study"],"entities":["可灵"],"gist":"国风AI短片，展示可灵AI画面质感"},{"id":"2026-05-31-works-04","date":"2026-05-31","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"AI短片《阿拉莱》","summary":"小红书作者「阿拉莱Araley」发布 AI 短片《阿拉莱》，点赞 495。信息有限，未公开具体工具链、工作流或制作细节，题材和视觉风格需查看原视频确认。","recommendation":"小红书上的 AI 短片，点赞不到 500，属于个人创作者练手作品。做 AI 短剧的可以扫一眼当风格参考，不用专门蹲。","href":"./2026-05-31.html#item-cases-4","url":"https://www.xiaohongshu.com/explore/6a11738000000000360331f1","tags":["short_drama","case_study"],"entities":[],"gist":"个人创作者AI短片，风格参考价值有限"},{"id":"2026-05-31-works-05","date":"2026-05-31","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"新ai腐剧《冥冥之中掰弯了你》中字（全）","summary":"B 站发布的 AI 腐剧《冥冥之中掰弯了你》完整版，提供百度网盘和 UC 网盘下载链接。题材为耽美向 AI 短剧，适合关注 AI 短剧叙事和角色一致性的创作者拉片参考。","recommendation":"AI 腐剧完整成片，做 AI 短剧的可以拉片看叙事和角色一致性处理，题材偏小众但完整度有参考价值。","href":"./2026-05-31.html#item-cases-5","url":"https://www.bilibili.com/video/BV11NVa6KERZ","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI腐剧完整版，供叙事与一致性参考"},{"id":"2026-05-31-works-06","date":"2026-05-31","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【AI还原】Chiikawa中字 第347话「乱蓬蓬头②」","summary":"B 站 UP 主用 AI 还原 Chiikawa 第 347 话「乱蓬蓬头②」，1 分 35 秒短片，延续该系列连续剧集制作模式，主打角色风格还原和日常叙事。","recommendation":"Chiikawa 同人 AI 短片系列新一集，做 AI 动画同人的可以拉片看角色风格还原和连续剧集制作。","href":"./2026-05-31.html#item-cases-6","url":"https://www.bilibili.com/video/BV18aVt6wEAi","tags":["animation","case_study","consistency"],"entities":[],"gist":"AI还原Chiikawa同人短片，展示风格还原"},{"id":"2026-05-31-works-07","date":"2026-05-31","section":"cases","sectionName":"作品与案例","source":"@KEETY2591756","title":"KEETY｜AIクリエイター @KEETY2591756 · 18小时 翻译自 日语 显示原文…","summary":"日本 AI 创作者 KEETY 发布 Omni 与 Seedance 两个视频生成模型的对比测试短片，邀请观众在评论区投票哪个效果更好。","recommendation":"个人创作者用 Omni 和 Seedance 做的对比测试，视觉师和编导可以看看两个模型在风格和动态上的差异，当个参考素材。","href":"./2026-05-31.html#item-cases-7","url":"https://x.com/KEETY2591756/status/2060228241601020340","tags":["video_gen","case_study"],"entities":["Omni","Seedance"],"gist":"对比Omni与Seedance视频生成效果"},{"id":"2026-06-01-industry-01","date":"2026-06-01","section":"industry","sectionName":"行业与平台","source":"@fal","title":"🚨 Grok Imagine Video 1","summary":"Grok Imagine Video 1.5 模型在 fal 平台上线，支持从文本提示词或参考帧生成视频，主打流畅运镜、连贯场景和精细输出，面向追求高质量结果但不想搭建复杂工作流的创作者。","recommendation":"Grok Imagine Video 1.5 上线 fal，从提示词或参考帧直接出片，镜头流畅、场景连贯，做短剧和视觉开发的可以直接上手测出片质感。","href":"./2026-06-01.html#item-industry-1","url":"https://x.com/fal/status/2061022744678977694","tags":["video_gen","control"],"entities":["Grok Imagine Video 1.5","fal"],"gist":"Grok Imagine 1.5上线支持参考帧生成"},{"id":"2026-06-01-industry-02","date":"2026-06-01","section":"industry","sectionName":"行业与平台","source":"Hacker News (Top)","title":"1-Bit Bonsai Image 4B Image Generation for Local Devices","summary":"1-Bit AI 发布 Bonsai Image 4B 系列图生模型，含 1-bit（1.125 bits/weight）和 Ternary（1.71 bits/weight）两个变体，4B 参数级首次在 iPhone 上跑通本地扩散推理，主打低内存占用和本地部署，已开放权重。","recommendation":"4B 参数图生模型首次跑通 iPhone 本地推理，做 AI 视觉和工具链集成的可以直接下权重测本地出片质量。","href":"./2026-06-01.html#item-industry-2","url":"https://prismml.com/news/bonsai-image-4b","tags":["image_gen","cost_open"],"entities":["Bonsai Image 4B"],"gist":"Bonsai 4B图生模型支持iPhone本地推理"},{"id":"2026-06-01-tools-01","date":"2026-06-01","section":"tools","sectionName":"工具与能力","source":"@googlecloud","title":"Scale your agentic task force with autonomy","summary":"Google Cloud 宣布 Gemini Enterprise 新增长期自主 Agent 能力，Agent 可独立运行数天解决复杂问题，并通过统一的 Inbox 命令中心进行管理。该功能面向企业级自动化场景，适用于需要长时间后台运行的 Agent 任务编排。","recommendation":"Google Cloud 给 Gemini Enterprise 加了长期自主 Agent 和统一收件箱管理，做 AI 工作流编排和自动化管线的技术整合者可以直接上手测。","href":"./2026-06-01.html#item-tools-1","url":"https://x.com/googlecloud/status/2061105927692919271","tags":["agent","industry"],"entities":["Gemini Enterprise"],"gist":"Gemini Enterprise新增长期自主Agent能力"},{"id":"2026-06-01-tools-02","date":"2026-06-01","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"PixVerse is now available in 🦞OpenClaw","summary":"PixVerse 官方宣布其文生视频和图生视频功能已集成至 OpenClaw 平台，用户可直接在 OpenClaw 内调用 PixVerse 生成视频，无需切换工具。","recommendation":"PixVerse 接入了 OpenClaw 生态，做 AI 短剧和视觉的可以少切一个工具，直接在 OpenClaw 里跑文生视频和图生视频。","href":"./2026-06-01.html#item-tools-2","url":"https://x.com/PixVerse_/status/2060986638751170861","tags":["video_gen","agent"],"entities":["PixVerse","OpenClaw"],"gist":"PixVerse集成至OpenClaw平台"},{"id":"2026-06-01-tools-03","date":"2026-06-01","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"Wait, red lines can work like motion paths","summary":"PixVerse 官方账号发推暗示其平台中「红线」功能可像运动路径一样引导角色移动，具体实现方式和效果需查看推文内嵌视频。","recommendation":"PixVerse 可能把红线玩成了运动路径，做 AI 动画和短剧的可以点开看具体怎么引导角色走位。","href":"./2026-06-01.html#item-tools-3","url":"https://x.com/PixVerse_/status/2061062386706948297","tags":["video_gen","control"],"entities":["PixVerse"],"gist":"PixVerse红线功能可作运动路径"},{"id":"2026-06-01-works-01","date":"2026-06-01","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【少女群像动画】反派少女派遣中心第五话 少女幕域旅行 【AI动画】【UP动画】","summary":"B 站 UP 主「少女幕域旅行」的 AI 动画系列《反派少女派遣中心》第五话，时长 10 分钟，已更新至第 5 集。该系列为连续叙事，角色和视觉风格保持统一，适合作为 AI 动画系列化制作的参考案例。","recommendation":"AI 动画系列第五话，10 分钟正片，做 AI 短剧和动画的可以拉片看角色一致性和系列化叙事怎么保持。","href":"./2026-06-01.html#item-cases-1","url":"https://www.bilibili.com/video/BV1sYVH6TE87","tags":["animation","case_study","consistency"],"entities":[],"gist":"AI动画系列第五话，展示角色一致性与系列化叙事"},{"id":"2026-06-01-works-02","date":"2026-06-01","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"《魔兽TV》周四晚的艾泽拉斯——第一集","summary":"B 站 UP 主制作的 AI 魔兽同人动画系列第一集，时长约 4 分 39 秒，延续《我叫MT》式搞笑风格，含 AI 生成内容标识。","recommendation":"AI 版《我叫MT》风格，魔兽同人动画第一集，做 AI 短剧和 IP 改编的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-06-01.html#item-cases-2","url":"https://www.bilibili.com/video/BV1HzVH6AEpZ","tags":["animation","case_study","consistency"],"entities":[],"gist":"AI魔兽同人动画，搞笑风格与角色一致性处理"},{"id":"2026-06-01-works-03","date":"2026-06-01","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"余华会做什么梦？","summary":"影视飓风在小红书发布的 AI 短片《余华会做什么梦？》，以作家余华为原型，用 AI 生成梦境般的超现实画面，视觉风格偏文学意象和意识流，叙事上尝试将文字感转化为影像语言。","recommendation":"影视飓风用 AI 给余华造了个梦境短片，视觉风格和叙事脑洞是看点，做 AI 短片的可以拉片学镜头语言和氛围营造。","href":"./2026-06-01.html#item-cases-3","url":"https://www.xiaohongshu.com/explore/6a1822a80000000035031eca","tags":["film","case_study","art_design"],"entities":[],"gist":"AI短片以余华为原型，超现实梦境视觉与叙事"},{"id":"2026-06-01-works-04","date":"2026-06-01","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"AI 恐怖短片 《末班车》","summary":"小红书用户 TACO 两面性发布 AI 恐怖短片《末班车》，点赞 166。题材为恐怖类型，未公开具体工具链或工作流细节。","recommendation":"AI 恐怖短片，做 AI 短剧的可以拉片看恐怖氛围的视觉和节奏处理。","href":"./2026-06-01.html#item-cases-4","url":"https://www.xiaohongshu.com/explore/6a16cc84000000003502474e","tags":["film","case_study"],"entities":[],"gist":"AI恐怖短片，恐怖氛围的视觉与节奏处理"},{"id":"2026-06-01-works-05","date":"2026-06-01","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"AI短片《别见我》-相见时难，别亦难。","summary":"小红书用户 AICG倚楼 发布 AI 短片《别见我》，主题为「相见时难，别亦难」，获 1682 点赞。该作品为个人创作者发布的 AI 短片，未公开具体工具链或工作流细节。","recommendation":"小红书上的 AI 短片作品，点赞数据不错，做 AI 短剧的可以点开看看视觉风格和叙事处理，当个风格参考。","href":"./2026-06-01.html#item-cases-5","url":"https://www.xiaohongshu.com/explore/6a13d2b8000000003502e5c0","tags":["film","case_study"],"entities":[],"gist":"AI短片作品，视觉风格与叙事处理参考"},{"id":"2026-06-01-works-06","date":"2026-06-01","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"动画短片《我的身体先上班》正式上线！毕设","summary":"小红书用户「雪青的青」发布 AI 动画毕设短片《我的身体先上班》，点赞 3342。短片为日常动画题材，未公开具体工具链或工作流细节。","recommendation":"AI 毕设短片，题材和视觉风格偏日常动画，做 AI 短剧的可以拉片看角色一致性和叙事节奏处理。","href":"./2026-06-01.html#item-cases-6","url":"https://www.xiaohongshu.com/explore/6a151b95000000003700ca78","tags":["animation","case_study","consistency"],"entities":[],"gist":"AI动画毕设短片，日常题材与角色一致性"},{"id":"2026-06-01-works-07","date":"2026-06-01","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"第17集｜AI短片《纸灯里的念想》","summary":"小红书作者「不讲李的动画师」发布 AI 短片《纸灯里的念想》第 17 集，个人创作者作品，题材偏情感向。","recommendation":"个人创作者 AI 短片新作，做 AI 短剧和视觉的可以点开看看叙事和美术风格处理。","href":"./2026-06-01.html#item-cases-7","url":"https://www.xiaohongshu.com/explore/6a19bcbe00000000080009ab","tags":["short_drama","film","art_design","case_study"],"entities":[],"gist":"个人创作者AI短片新作，展示叙事与美术风格"},{"id":"2026-06-02-industry-01","date":"2026-06-02","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Introducing the Cosmos Coalition","summary":"Runway 宣布作为创始成员加入 NVIDIA 发起的 Cosmos Coalition 全球倡议，该联盟联合多家头部 AI 实验室，共同构建并开源面向物理 AI 的前沿世界模型。此举旨在推动物理世界模拟的基础模型开放共享，Runway 将贡献其在视频生成和世界理解方面的技术积累。","recommendation":"Runway 加入 NVIDIA 牵头的世界模型开源联盟，搞物理 AI 的底层模型。做 AI 视觉和工具链整合的可以关注后续开源模型对视频生成工作流的影响。","href":"./2026-06-02.html#item-industry-1","url":"https://x.com/runwayml/status/2061315089869721682","tags":["industry","three_d","video_gen","cost_open"],"entities":["Runway","NVIDIA","Cosmos Coalition"],"gist":"Runway加入NVIDIA世界模型开源联盟，推动物理AI"},{"id":"2026-06-02-industry-02","date":"2026-06-02","section":"industry","sectionName":"行业与平台","source":"@Replit","title":"Replit 用单个提示词构建完整业务","summary":"Replit 上线新功能：用户只需输入一个提示词，即可免费生成一个包含网站、移动应用、幻灯片和发布视频的完整业务原型。同时集成了 Stripe（支付）、Atlas（公司注册）、QuickBooks（财务）、Mercury（银行）和 doolaHQ（合规）等商业服务工具。对AI影视创作者来说，这意味着可以用单个提示词快速搭建作品展示站点、自动化分发后台或轻量级SaaS工具原型，大幅降低从创意到上线的技术门槛。","recommendation":"从一句话到网站+App+幻灯片+发布视频全自动生成，还绑了Stripe、QuickBooks等商业工具。做AI短剧或MCN的可以试试用它搭个作品展示站或自动化分发后台。","href":"./2026-06-02.html#item-industry-2","url":"https://x.com/Replit/status/2061534759520760112","tags":["agent","industry","tutorial"],"entities":["Replit","Stripe","QuickBooks"],"gist":"Replit单提示词生成完整业务原型，集成商业工具"},{"id":"2026-06-02-industry-03","date":"2026-06-02","section":"industry","sectionName":"行业与平台","source":"NVIDIA Blog","title":"NVIDIA 发布 RTX Spark 及本地 AI 智能体安全与性能更新","summary":"NVIDIA 发布 RTX Spark，一款专为本地 AI 智能体设计的 Windows 电脑，提供 1 petaflops AI 算力与 128GB 统一内存。通过多 token 预测等优化，Qwen 3.6 和 3.5 27B 模型推理吞吐量提升最高达 2 倍，多 GPU 优化使 llama.cpp 和 ComfyUI 获得最高 2 倍性能提升。","recommendation":"NVIDIA 出了台专跑本地 AI 的 Windows 电脑，1 petaflops 算力 + 128GB 内存，ComfyUI 性能翻倍。做 AI 视觉和后期的工作室可以看看本地部署能省多少云成本。","href":"./2026-06-02.html#item-industry-3","url":"https://blogs.nvidia.com/blog/rtx-ai-garage-computex-spark-local-agents","tags":["cost_open","agent","tutorial"],"entities":["NVIDIA","RTX Spark","ComfyUI","llama.cpp"],"gist":"NVIDIA发布本地AI电脑，提升ComfyUI等性能"},{"id":"2026-06-02-industry-04","date":"2026-06-02","section":"industry","sectionName":"行业与平台","source":"OpenAI Blog","title":"OpenAI frontier models and Codex are now available on AWS","summary":"OpenAI 宣布其前沿模型（含 GPT-4o 系列）和 Codex 代码生成模型已在 AWS 上正式可用，企业客户可通过 AWS 的采购、安全和部署环境直接使用 OpenAI 模型，无需额外切换平台或走独立 API 签约流程。","recommendation":"OpenAI 模型正式上架 AWS，企业级采购和部署门槛降了一档。做 AI 短剧或视觉工具链的技术整合者，可以关注 AWS 环境下的 API 调用和合规流程。","href":"./2026-06-02.html#item-industry-4","url":"https://openai.com/index/openai-frontier-models-and-codex-are-now-available-on-aws","tags":["industry","agent"],"entities":["OpenAI","Codex","AWS"],"gist":"OpenAI模型上架AWS，降低企业部署门槛"},{"id":"2026-06-02-industry-05","date":"2026-06-02","section":"industry","sectionName":"行业与平台","source":"@SenseTime_AI","title":"SenseNova新模型解决AI图表生成难题","summary":"商汤发布 SenseNova-U1-8B-MoT-Infographic 模型，专门解决AI生成图表时数值错误（如负值显示为正）、柱状图位置偏移、元素关系混乱等常见问题。支持实时调整设计和布局，已在Hugging Face开源，GitHub有效果案例。","recommendation":"商汤专治AI图表数值错乱和布局偏移，做信息图/数据可视化视觉的可以直接拉模型跑一批测试图看看效果。","href":"./2026-06-02.html#item-industry-5","url":"https://x.com/SenseTime_AI/status/2061465029959209106","tags":["image_gen","cost_open","tutorial"],"entities":["Hugging Face"],"gist":"商汤开源模型解决AI图表生成数值与布局问题"},{"id":"2026-06-02-tools-01","date":"2026-06-02","section":"tools","sectionName":"工具与能力","source":"@GeminiApp","title":"Gemini Omni支持创建个人数字分身","summary":"Google Gemini 官方账号发布 Gemini Omni 数字分身创建教程，支持用户上传个人影像和声音素材，生成外观和声音都像自己的 AI 数字分身，并用于视频创作。教程以 Thread 形式逐步拆解操作流程。","recommendation":"Google 官方号发的 Gemini Omni 数字分身创建教程，做虚拟角色和 AI 短剧的可以直接套用工作流，省掉自己摸索 prompt 的时间。","href":"./2026-06-02.html#item-tools-1","url":"https://x.com/GeminiApp/status/2061480944905982276","tags":["avatar","video_gen","tutorial"],"entities":["Gemini Omni"],"gist":"Gemini Omni创建个人数字分身教程"},{"id":"2026-06-02-tools-02","date":"2026-06-02","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Create compositing mattes in seconds with Aleph 2","summary":"Runway 发布 Aleph 2.0 新功能：通过文字提示即可为视频生成黑白蒙版（matte），用于隔离主体与背景，实现合成、调色或特效的局部应用。操作流程为上传视频、输入提示词描述白色主体轮廓、预览并导出。该功能直接替代传统逐帧 rotoscoping 工作流，适用于后期合成与视觉特效场景。","recommendation":"Runway 把 AI 蒙版塞进 Aleph 2.0，后期抠像做合成不用手动逐帧了，做后期和视觉的直接上手试，省掉传统 rotoscoping 的功夫。","href":"./2026-06-02.html#item-tools-2","url":"https://x.com/runwayml/status/2061548752989753454","tags":["post_fx","video_gen","control"],"entities":["Runway","Aleph 2.0"],"gist":"Runway Aleph 2.0文字生成视频蒙版"},{"id":"2026-06-02-tools-03","date":"2026-06-02","section":"tools","sectionName":"工具与能力","source":"@MiniMax_AI","title":"MiniMax M3 上线 Vercel AI Gateway","summary":"MiniMax 官方宣布其 M3 模型已上线 Vercel AI Gateway，这是 MiniMax 首个支持 1M token 长上下文和多模态输入的模型，本周提供 50% 折扣。开发者可通过 Vercel 平台直接调用 M3 API。","recommendation":"MiniMax M3 模型上线 Vercel AI Gateway，支持 1M token 长上下文和多模态输入，本周 5 折。做 AI 工具链集成的可以直接接 API 测一周，看长上下文对剧本/分镜生成的实际效果。","href":"./2026-06-02.html#item-tools-3","url":"https://x.com/MiniMax_AI/status/2061597897792397397","tags":["agent","industry","cost_open"],"entities":["MiniMax M3","Vercel AI Gateway"],"gist":"MiniMax M3上线Vercel AI Gateway"},{"id":"2026-06-02-tools-04","date":"2026-06-02","section":"tools","sectionName":"工具与能力","source":"@ChatGPTapp","title":"ChatGPT 新增长文编辑与保存功能","summary":"ChatGPT 官方宣布新增全屏编辑模式，支持编辑更长文章，并可将内容保存至个人资料库中随时继续。该功能直接提升 ChatGPT 作为写作工具的长文本处理能力，适用于剧本、分镜、项目文档等创作场景。","recommendation":"ChatGPT 终于给了个正经的写作空间，全屏编辑+保存到资料库，写长剧本、分镜、项目文档的可以省掉来回切文档的麻烦。","href":"./2026-06-02.html#item-tools-4","url":"https://x.com/ChatGPTapp/status/2061571468992126982","tags":["script","editing","agent"],"entities":["ChatGPT"],"gist":"ChatGPT新增长文编辑与保存功能"},{"id":"2026-06-02-tools-05","date":"2026-06-02","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"Auto Router 新增成本质量权衡参数","summary":"OpenRouter 的 Auto Router 新增 `cost_quality_tradeoff` 参数，范围 0-10。设为 0 时始终选最强模型（不限成本），设为 10 时始终选最便宜模型。该功能让自动化模型路由在质量和成本之间可调，适用于批量生成场景下的预算控制。","recommendation":"OpenRouter 给 Auto Router 加了个成本质量滑块，做短剧批量出片的制片和整合者可以调参数控预算，省得每次手动选模型。","href":"./2026-06-02.html#item-tools-5","url":"https://x.com/OpenRouter/status/2061476882470580329","tags":["cost_open","agent","short_drama"],"entities":["OpenRouter","Auto Router"],"gist":"OpenRouter Auto Router新增成本质量权衡参数"},{"id":"2026-06-02-methods-01","date":"2026-06-02","section":"methods","sectionName":"方法与经验","source":"@AYi_AInotes","title":"使用Claude Opus 4.8将书籍转化为AI技能的教程","summary":"以《非暴力沟通》为例，用Claude Opus 4.8（100万token上下文+结构化输出+多步Agent能力）将书籍转化为可调用AI技能。六步流程：文本准备→全局结构分析→五类提炼（框架/原则/技法/反模式/作者声音）→技能生成→自检。保留原书命名（OFNR四要素、长颈鹿语言），触发词优化为日常表达。耗时约45分钟，消耗约30万token，成本不到20元。","recommendation":"把一本书变成AI能调用的技能，45分钟30万token成本不到20块。做AI工作流整合的可以直接套这个六步流程跑一遍，省掉自己摸索prompt结构的时间。","href":"./2026-06-02.html#item-methods-1","url":"https://x.com/AYi_AInotes/status/2061419197154857286","tags":["agent","tutorial","prompt"],"entities":["Claude Opus 4.8"],"gist":"用Claude Opus 4.8将书籍转化为AI技能"},{"id":"2026-06-02-methods-02","date":"2026-06-02","section":"methods","sectionName":"方法与经验","source":"@underwoodxie96","title":"I created this video using GPT Image 2","summary":"创作者 @underwoodxie96 分享用 GPT Image 2.0 和 Kling 3.0 制作视频的实测体验，并对比 Seedance 2.0 和 Google Omni 在生成变换视频时的速度与自然度。他指出后两者速度更快，但部分镜头仍存在 AI 生成痕迹。","recommendation":"个人实测 GPT Image 2.0 + Kling 3.0 出片，顺带对比了 Seedance 2.0 和 Google Omni 的生成速度和自然度。做 AI 短片的可以看看他说的「有一两帧 AI 味」具体指什么，省自己踩坑。","href":"./2026-06-02.html#item-methods-2","url":"https://x.com/underwoodxie96/status/2061414477120016873","tags":["video_gen","tutorial","case_study"],"entities":["GPT Image 2.0","Kling 3.0","Seedance 2.0","Google Omni"],"gist":"实测GPT Image 2.0与Kling 3.0生成视频并对比其他工具"},{"id":"2026-06-02-methods-03","date":"2026-06-02","section":"methods","sectionName":"方法与经验","source":"@googleaidevs","title":"Google AI 展示并行子智能体自动整理文件","summary":"Google AI for Developers 官方账号展示 Antigravity 中的并行子智能体功能，可对数百个营销资产自动分类和重命名，消除手动文件管理环节。该演示聚焦于 AI Agent 在文件整理场景的自动化能力。","recommendation":"Google 官方演示并行子智能体自动整理文件，做 AI 工作流编排的可以看看这个自动化思路，省掉手动管理素材的环节。","href":"./2026-06-02.html#item-methods-3","url":"https://x.com/googleaidevs/status/2061515177166844317","tags":["agent","industry"],"entities":["Antigravity"],"gist":"Google展示并行子智能体自动整理文件"},{"id":"2026-06-02-methods-04","date":"2026-06-02","section":"methods","sectionName":"方法与经验","source":"Runway Blog","title":"Inside Creative Campaigns for Sonos and Maison Margiela…","summary":"Runway 官博发布客户案例，创意总监 Sasha Kasiuha 分享为 Sonos 和 Maison Margiela 制作 AI 广告 campaign 的过程，涉及品牌视觉一致性、AI 辅助创意提案和商业项目落地流程。","recommendation":"Runway 官博的客户案例，讲创意总监如何用 AI 做奢侈品牌广告。做品牌视觉和商业短片的可以点开看甲方怎么用 AI 过审和提效。","href":"./2026-06-02.html#item-methods-4","url":"https://runwayml.com/customers/inside-creative-campaigns-with-creative-director-sasha-kasiuha","tags":["commercial","case_study","art_design"],"entities":["Runway"],"gist":"创意总监分享用AI制作奢侈品牌广告案例"},{"id":"2026-06-03-industry-01","date":"2026-06-03","section":"industry","sectionName":"行业与平台","source":"@OpenAI","title":"Bring your briefs to life","summary":"OpenAI 发布 Codex 的创意生产插件（Creative Production Plugin），定位为将创意简报（briefs）直接转化为可执行生产流程的工具。该插件集成在 Codex 平台内，面向影视、广告等创意制作场景，支持从需求文档到生产素材的端到端工作流。具体能力细节和首批用例需查看链接原文。","recommendation":"OpenAI 把 Codex 做成创意生产插件，编导和制片可以直接在 Codex 里跑分镜、出物料，省掉跨工具来回倒腾的功夫。","href":"./2026-06-03.html#item-industry-1","url":"https://x.com/OpenAI/status/2061887828058075190","tags":["agent","ideation","script"],"entities":["Codex"],"gist":"OpenAI发布Codex创意生产插件转化简报为生产流程"},{"id":"2026-06-03-industry-02","date":"2026-06-03","section":"industry","sectionName":"行业与平台","source":"OpenAI Blog","title":"Codex is becoming a productivity tool for everyone","summary":"OpenAI 发布报告《The Next Era of Knowledge Work》，将 Codex 定位为面向所有人的生产力工具，覆盖 AI 研究、数据分析、工作流自动化和内容创作四大场景。报告展示了 Codex 在非编程领域的应用案例，强调其从代码助手向通用知识工作助手的转型。","recommendation":"OpenAI 把 Codex 从编程助手升级成通用生产力工具，做 AI 短剧和后期团队的制片人可以看看怎么用 AI 做市场调研和内容自动化，省人力。","href":"./2026-06-03.html#item-industry-2","url":"https://openai.com/index/codex-for-knowledge-work","tags":["agent","industry"],"entities":["Codex"],"gist":"OpenAI将Codex定位为通用生产力工具"},{"id":"2026-06-03-tools-01","date":"2026-06-03","section":"tools","sectionName":"工具与能力","source":"@OpenAI","title":"Building apps has never been easier","summary":"OpenAI 宣布 Codex 新增「Sites」功能，可将工作内容、创意或计划直接转化为交互式网站或应用，生成后通过 URL 即可分享给团队使用。该功能先向 Business 和 Enterprise 计划用户开放，后续再扩大范围。","recommendation":"OpenAI 把 Codex 的「Sites」功能推给 Business 和 Enterprise 用户，一句话把想法变成可分享的交互网页/应用。做 AI 短剧或工具链整合的可以接上试试，省掉搭原型的时间。","href":"./2026-06-03.html#item-tools-1","url":"https://x.com/OpenAI/status/2061845949170045346","tags":["agent","industry"],"entities":["Codex"],"gist":"Codex新增Sites功能将想法转化为交互网站"},{"id":"2026-06-03-tools-02","date":"2026-06-03","section":"tools","sectionName":"工具与能力","source":"@OpenAIDevs","title":"Role-specific plugins in Codex are built around the work…","summary":"OpenAI 为 Codex 推出角色专属插件，覆盖数据分析、创意制作和产品设计三个方向。创意制作插件内置了生成创意简报、视觉方向等工具和上下文，由 OpenAI 内部团队自用并发布。","recommendation":"OpenAI 给 Codex 加了三个角色插件，创意制作和产品设计方向直接能用，做 AI 短剧和视觉开发的可以装起来跑一遍工作流。","href":"./2026-06-03.html#item-tools-2","url":"https://x.com/OpenAIDevs/status/2061888366791246071","tags":["agent","ideation","art_design"],"entities":["Codex"],"gist":"Codex新增角色插件覆盖创意制作与产品设计"},{"id":"2026-06-03-tools-03","date":"2026-06-03","section":"tools","sectionName":"工具与能力","source":"@ClaudeDevs","title":"Claude Platform 新增 CLI 工具","summary":"Claude Platform 新增官方 CLI 工具，支持从终端直接调用 Messages API、启动 Claude 托管智能体，并将结果管道传输到 shell。该 CLI 可被使用 claude-api 技能的编码智能体（Claude Code）理解，简化了 API 调用和自动化工作流编排。","recommendation":"Claude 官方 CLI 工具，技术整合者可以直接在终端调 API 和托管智能体，省掉写请求代码的环节，跑自动化工作流效率高不少。","href":"./2026-06-03.html#item-tools-3","url":"https://x.com/ClaudeDevs/status/2061877343078244459","tags":["agent","tutorial"],"entities":["Claude"],"gist":"Claude官方CLI简化API调用与自动化工作流"},{"id":"2026-06-03-tools-04","date":"2026-06-03","section":"tools","sectionName":"工具与能力","source":"OpenAI Blog","title":"Codex for every role, tool, and workflow","summary":"OpenAI 发布 Codex 新插件、站点和注释功能，覆盖分析师、营销、设计、投资等多角色场景，扩展 AI 编程助手在非开发者团队中的应用范围。","recommendation":"OpenAI 给 Codex 加了一堆新插件和站点，分析师、设计师、营销都能用，搞 AI 编程和 Agent 工作流的可以翻翻有没有能接进创作管线的。","href":"./2026-06-03.html#item-tools-4","url":"https://openai.com/index/codex-for-every-role-tool-workflow","tags":["agent","industry"],"entities":["Codex"],"gist":"Codex扩展多角色插件与站点覆盖非开发者"},{"id":"2026-06-03-tools-05","date":"2026-06-03","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"OpenRouter上线微软三款新模型","summary":"OpenRouter 平台上线微软三款新模型：MAI-Image-2.5（图像生成）、MAI-Transcribe-1.5（语音转录）、MAI-Voice-2（语音合成），开发者可通过 OpenRouter API 直接调用，无需单独申请微软 Azure 权限。","recommendation":"OpenRouter 一次性接入了微软三款新模型，覆盖图像生成、语音转录和语音合成，做工具链整合和后期配音的可以直接调 API 测效果。","href":"./2026-06-03.html#item-tools-5","url":"https://x.com/OpenRouter/status/2061894672847671724","tags":["image_gen","audio_voice","subtitle"],"entities":["OpenRouter","MAI-Image-2.5","MAI-Transcribe-1.5","MAI-Voice-2"],"gist":"OpenRouter上线微软图像生成与语音转录合成模型"},{"id":"2026-06-03-tools-06","date":"2026-06-03","section":"tools","sectionName":"工具与能力","source":"@Replit","title":"Replit Canvas 推出多项新功能","summary":"Replit 官方宣布 Canvas 产品迎来多项新功能更新，具体更新内容需查看官方页面。Replit Canvas 是一个 AI 辅助编程与协作平台，支持可视化构建应用和自动化工作流。","recommendation":"Replit Canvas 更新了，搞 AI 编程和自动化工作流的可以点进去看看具体加了什么，对搭建创作工具链有直接帮助。","href":"./2026-06-03.html#item-tools-6","url":"https://x.com/Replit/status/2061840304534102036","tags":["agent","tutorial"],"entities":["Replit Canvas"],"gist":"Replit Canvas更新多项功能支持AI编程协作"},{"id":"2026-06-03-methods-01","date":"2026-06-03","section":"methods","sectionName":"方法与经验","source":"@Google","title":"First, we captured character performances through puppetry…","summary":"Google 官方分享 AI 动画制作工作流：先用木偶戏和简单 3D 动画捕捉角色表演，获得对构图和运镜的完全控制；再用 Nano Banana 从原始素材生成风格化首帧；为保持帧间一致性，团队自建了自定义工具（链接见推文）。该流程适用于 AI 动画短片和短剧的角色表演与视觉风格统一。","recommendation":"Google 官方分享的 AI 动画工作流：木偶戏+3D 动画定镜头，再用 Nano Banana 生成风格化首帧，做 AI 动画和短剧的可以直接套这个流程跑一遍。","href":"./2026-06-03.html#item-methods-1","url":"https://x.com/Google/status/2061567264571207905","tags":["animation","performance","consistency","image_gen"],"entities":["Nano Banana"],"gist":"Google分享木偶戏加3D动画的AI动画工作流"},{"id":"2026-06-03-methods-02","date":"2026-06-03","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"This isn't about making a single video faster","summary":"HeyGen 官方推文展示的不是单条视频加速，而是建立 AI Agent 工作流后，每周自动产出市场更新视频：系统自动生成脚本、通过 HeyGen CLI/MCP 创建 A-roll、用 HyperFrames 模板更新最新数据。核心是自动化批量生产而非单条效率提升。","recommendation":"HeyGen 官方演示 AI Agent 自动化周更视频的完整工作流，做短剧和批量内容生产的可以直接套用这套脚本+A-roll+模板的链路。","href":"./2026-06-03.html#item-methods-2","url":"https://x.com/HeyGen/status/2061566234630758643","tags":["agent","video_gen","script","case_study"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen演示AI Agent自动化周更视频工作流"},{"id":"2026-06-03-methods-03","date":"2026-06-03","section":"methods","sectionName":"方法与经验","source":"@Alibaba_Qwen","title":"Demo1：Multimodal Interactive Hybrid Agent https://t","summary":"阿里 Qwen 官方 X 账号发布一条推文，标题为「Demo1：Multimodal Interactive Hybrid Agent」，内容仅含链接，无具体技术参数或演示细节。","recommendation":"Qwen 官方放出的多模态交互 Agent demo，搞 AI 工作流编排的可以点开看看具体能力边界。","href":"./2026-06-03.html#item-methods-3","url":"https://x.com/Alibaba_Qwen/status/2061506731671457800","tags":["agent","industry"],"entities":["Qwen"],"gist":"阿里Qwen发布多模态交互Agent演示"},{"id":"2026-06-03-methods-04","date":"2026-06-03","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"我参与了《楚门的世界》AI计划，一周后我不想停止了。。。【X.PIN】","summary":"B 站 UP 主「X.PIN」分享云玦 AgentOS 内测体验：一块 AI 儿童手表 7x24 小时跟随，初期体验差，一周后 Agent 开始学习用户性格、通勤时间、听歌喜好、项目进度、人际关系，并主动提供选题建议。展示了国产自进化 Agent 在个人助理场景下的能力边界。","recommendation":"UP 主实测云玦 AgentOS 两周，从难用到 AI 开始懂你性格、通勤、项目进度甚至帮你找选题。做 AI 叙事和 Agent 工作流的可以当实测案例看，了解国产 Agent 的进化程度。","href":"./2026-06-03.html#item-methods-4","url":"https://www.bilibili.com/video/BV1vHVz6BEFE","tags":["agent","case_study","ideation"],"entities":["云玦 AgentOS"],"gist":"UP主实测云玦AgentOS自进化个人助理"},{"id":"2026-06-03-methods-05","date":"2026-06-03","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"Advantive used HeyGen's Video Agent to create 95%+ of a…","summary":"HeyGen 官方发布客户案例：Advantive 使用 HeyGen Video Agent 制作培训视频，95%+ 内容由 AI 完成，培训视频制作时间缩短 50%。案例包含工作流搭建和规模化复制方法，需参加网络研讨会获取完整细节。","recommendation":"HeyGen 官方客户案例：Advantive 用 Video Agent 把培训视频制作时间砍半，95%+ 内容由 AI 完成。做 AI 制片的可以点开看具体怎么搭工作流、怎么规模化复制。","href":"./2026-06-03.html#item-methods-5","url":"https://x.com/HeyGen/status/2061487008850309169","tags":["agent","video_gen","case_study"],"entities":["HeyGen"],"gist":"HeyGen客户用Video Agent缩短培训视频制作时间"},{"id":"2026-06-03-methods-06","date":"2026-06-03","section":"methods","sectionName":"方法与经验","source":"@lovart_ai","title":"How to create an anime-style food short using GPT Image 2…","summary":"Lovart 平台发布教程，讲解如何用 GPT Image 2 生成动漫风格美食素材，再导入 Seedance 2.0 做动画化处理，形成完整短片。教程侧重视觉风格转换和工具链衔接，适合想快速出片的美术和后期参考。","recommendation":"做 AI 动画短片或美食类视觉内容的，可以点开看看 GPT Image 2 和 Seedance 2.0 的搭配流程，当个工作流模板存着。","href":"./2026-06-03.html#item-methods-6","url":"https://x.com/lovart_ai/status/2061434096497377306","tags":["tutorial","image_gen","animation","video_gen"],"entities":["GPT Image 2","Seedance 2"],"gist":"教程：GPT Image 2与Seedance 2制作动漫美食短片"},{"id":"2026-06-03-methods-07","date":"2026-06-03","section":"methods","sectionName":"方法与经验","source":"@fal","title":"RT @BlendiByl: Generate beautiful voxel game assets in…","summary":"BlendiByl 展示了一个基于 @fal 平台的工作流：从文字描述生成图像（nano-banana-2 模型），再通过 Hunyuan 3D v3.1 将图像转为 3D 网格，几分钟内产出体素风格游戏资产。","recommendation":"一个从文字到体素游戏资产的快速生成工作流，做游戏美术或概念设计的可以跑一遍看看效果。","href":"./2026-06-03.html#item-methods-7","url":"https://x.com/fal/status/2061614315057340642","tags":["three_d","image_gen","tutorial"],"entities":["fal","nano-banana-2","Hunyuan 3D v3.1"],"gist":"工作流：文字生成图像再转3D体素游戏资产"},{"id":"2026-06-03-works-01","date":"2026-06-03","section":"cases","sectionName":"作品与案例","source":"小红书 AI 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短片的可以拉片看叙事切入和视觉风格处理。","href":"./2026-06-03.html#item-cases-2","url":"https://www.xiaohongshu.com/explore/6a1970760000000038034a95","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短片探讨儿童节取消的剧情叙事"},{"id":"2026-06-04-industry-01","date":"2026-06-04","section":"industry","sectionName":"行业与平台","source":"@ideogram_ai","title":"Introducing Ideogram 4","summary":"Ideogram 发布 4.0 版本，号称全球最佳开源图像模型。权重开放下载，支持本地部署和微调，已上线所有 Ideogram 套餐和 API。","recommendation":"Ideogram 4.0 开源了，权重可下载、可微调、可本地跑。做视觉开发和美术总设的可以直接拿来做风格基底，短剧团队也能微调出统一角色脸。","href":"./2026-06-04.html#item-industry-1","url":"https://x.com/ideogram_ai/status/2062202208700313872","tags":["image_gen","cost_open","consistency"],"entities":["Ideogram 4"],"gist":"Ideogram 4开源图像模型支持本地部署微调"},{"id":"2026-06-04-industry-02","date":"2026-06-04","section":"industry","sectionName":"行业与平台","source":"@reve","title":"今天，我们推出了 Reve 2.0，这是世界上最好的 4K 图像模型…","summary":"Reve 发布 2.0 版本，定位为 4K 图像模型，宣称支持精确布局生成和图像编辑，可实现高分辨率、高可控性的图像创作。具体技术细节和 API 开放情况待确认。","recommendation":"4K 图像模型新选手，主打精确布局生成和编辑，做视觉/美术的可以第一时间上手测出图精度和可控性。","href":"./2026-06-04.html#item-industry-2","url":"https://x.com/reve/status/2062260665121919101","tags":["image_gen","control"],"entities":["Reve 2.0"],"gist":"Reve 2.0发布4K图像模型支持精确布局"},{"id":"2026-06-04-industry-03","date":"2026-06-04","section":"industry","sectionName":"行业与平台","source":"@grok","title":"Grok @Imagine 1.5 预览版已推出 立即在 API 中试用： http://","summary":"Grok 官方宣布 Imagine 1.5 图像生成模型预览版已推出，并开放 API 试用。该模型是 Grok 自研的图像生成模型，具体能力参数（分辨率、风格支持、一致性等）未在推文中公开，需通过 API 实测验证。","recommendation":"Grok 的 Imagine 1.5 图像生成模型预览版上线 API，做视觉和短剧的可以接 API 测一周，看风格一致性和出图质量。","href":"./2026-06-04.html#item-industry-3","url":"https://x.com/grok/status/2062225080843747351","tags":["image_gen"],"entities":["Grok Imagine 1.5"],"gist":"Grok Imagine 1.5图像模型预览版上线API"},{"id":"2026-06-04-industry-04","date":"2026-06-04","section":"industry","sectionName":"行业与平台","source":"@xiaohu","title":"Codex 发布重大更新 不再只是编码 捆绑 62 个应用和 110 个自动化技能 面向白领办公 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网站并自动部署，做短剧平台或工具链整合的可以关注这个能力边界在哪。","href":"./2026-06-04.html#item-industry-7","url":"https://x.com/thebuggeddev/status/2062182048853324244","tags":["agent","tutorial"],"entities":["OpenAI Sites"],"gist":"实测OpenAI Sites一句话自动建站部署"},{"id":"2026-06-04-industry-08","date":"2026-06-04","section":"industry","sectionName":"行业与平台","source":"@cantrell","title":"这就是用代码生成图像的样子。这就是一个小团队如何击败 Nano Banana。在 http:// reve…","summary":"Christian Cantrell 发推介绍 Reve（reve.com），一个用代码生成图像的工具，声称小团队靠它击败了 Nano Banana。推文无具体技术细节或参数，仅含链接。","recommendation":"用代码生成图像的工具，视觉师和整合者可以点进去看看生成效果和可控性，跟传统文生图对比一下。","href":"./2026-06-04.html#item-industry-8","url":"https://x.com/cantrell/status/2062271358604878319","tags":["image_gen","tutorial"],"entities":["Reve","Nano Banana"],"gist":"介绍用代码生成图像的工具Reve"},{"id":"2026-06-04-tools-01","date":"2026-06-04","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"介绍 frame.md，一个专为视频和动态内容打造的规范 design…","summary":"HeyGen 发布 frame.md，一种专为视频和动态内容设计的规范文件，让 AI Agent 在生成视频时能保持品牌视觉一致性（配色、版式、动效等），解决此前 design.md 在视频场景下被 Agent 错误转译为网页/幻灯片的问题。","recommendation":"HeyGen 给视频品牌一致性开了个新口子，做品牌视频和短剧的可以直接用 spec 控视觉风格，不用每帧手调。","href":"./2026-06-04.html#item-tools-1","url":"https://x.com/HeyGen/status/2062211458042347520","tags":["consistency","video_gen","industry"],"entities":["HeyGen","frame.md"],"gist":"HeyGen发布frame.md规范保持视频品牌一致性"},{"id":"2026-06-04-tools-02","date":"2026-06-04","section":"tools","sectionName":"工具与能力","source":"Black Forest Labs Blog","title":"FLUX.2 is now on device: ASUS ProArt laptops now support…","summary":"Black Forest Labs 宣布 FLUX.2 模型（Klein 系列）已支持在华硕 ProArt 系列笔记本上本地运行，无需联网调用云端 API。这意味着 AI 视觉创作者可以在本地完成图像生成和风格迭代，适合需要频繁调参、批量出图或对数据隐私有要求的场景。","recommendation":"FLUX.2 模型能跑在华硕 ProArt 笔记本本地了，做 AI 视觉和短剧的可以省掉云端排队，直接本地出图调风格。","href":"./2026-06-04.html#item-tools-2","url":"https://blackforestlabs.ai/blog/flux2-klein-on-device","tags":["image_gen","cost_open"],"entities":["FLUX.2","ASUS ProArt"],"gist":"FLUX.2模型支持华硕ProArt笔记本本地运行"},{"id":"2026-06-04-tools-03","date":"2026-06-04","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"Ideogram 4","summary":"ComfyUI 宣布原生支持 Ideogram 4.0。该模型为 9.3B 参数的开源文生图基础模型，采用结构化 JSON 标注数据集训练，具备精准文字渲染、专业版式控制、可自定义调色板和边界框调整能力。ComfyUI 同时支持开源版和 API 节点版本。","recommendation":"ComfyUI 原生支持 Ideogram 4.0，做视觉和美术的可以直接在 ComfyUI 里跑这个 9.3B 开源文生图模型，文字渲染和版式控制是亮点。","href":"./2026-06-04.html#item-tools-3","url":"https://x.com/ComfyUI/status/2062203744931168436","tags":["image_gen","control","cost_open","art_design"],"entities":["Ideogram 4.0","ComfyUI"],"gist":"ComfyUI原生支持Ideogram 4.0开源文生图模型"},{"id":"2026-06-04-tools-04","date":"2026-06-04","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Hasbro has spent decades finding new ways to bring their…","summary":"ElevenLabs 宣布与孩之宝合作，开发者、企业和应用构建者现可集成孩之宝旗下角色的正版授权语音（权利已清理），用于互动体验、应用和内容创作。这意味着 AI 配音和虚拟角色对话场景可直接使用官方角色声音，无需单独处理版权。","recommendation":"ElevenLabs 拿下孩之宝角色语音授权，做 AI 配音、虚拟角色、互动叙事的可以直接集成官方正版角色声音，省掉版权风险。","href":"./2026-06-04.html#item-tools-4","url":"https://x.com/ElevenLabs/status/2062267009430094139","tags":["audio_voice","industry","avatar"],"entities":["ElevenLabs"],"gist":"ElevenLabs获孩之宝角色语音授权用于AI配音"},{"id":"2026-06-04-tools-05","date":"2026-06-04","section":"tools","sectionName":"工具与能力","source":"@Alibaba_Wan","title":"Exciting new skills are now live on Wan","summary":"阿里 Wan 平台上线两项新技能：Extract Line Art（将复杂视觉转为干净线稿）和 Render（将线稿即时转为精细视觉成品），两项功能已可直接使用，适用于概念设计、分镜草图、美术风格开发等场景。","recommendation":"Wan 上线线稿提取和渲染两个新技能，做视觉和美术的可以直接在工具里跑一遍，省掉来回切软件的时间。","href":"./2026-06-04.html#item-tools-5","url":"https://x.com/Alibaba_Wan/status/2062092664443678928","tags":["image_gen","art_design","storyboard"],"entities":["Wan"],"gist":"Wan平台上线线稿提取与渲染新技能"},{"id":"2026-06-04-tools-06","date":"2026-06-04","section":"tools","sectionName":"工具与能力","source":"@Blackmagic_News","title":"Blackmagic Camera 10","summary":"Blackmagic Camera 10.2 更新，为 PYXIS 6K 电影机新增相位检测自动对焦（PDAF）和 Blackmagic Cloud 云串流路由支持，现已开放下载。相位对焦大幅提升跟焦可靠性，云串流让远程监看和协作更顺畅。","recommendation":"Blackmagic PYXIS 6K 用户直接更新，相位对焦和云串流都是实打实的干活升级。","href":"./2026-06-04.html#item-tools-6","url":"https://x.com/Blackmagic_News/status/2061982849344168242","tags":["camera","post_fx","industry"],"entities":["Blackmagic Camera 10.2","PYXIS 6K"],"gist":"Blackmagic Camera更新为PYXIS 6K增加相位对焦"},{"id":"2026-06-04-tools-07","date":"2026-06-04","section":"tools","sectionName":"工具与能力","source":"@Skywork_ai","title":"Introducing Goal Mode in Skywork","summary":"昆仑万维 Skywork 推出 Goal Mode（目标模式），用户设定一个期望结果后，模型会自动规划、执行、检查进度，跨多轮对话持续工作直到条件达成。该模式面向自动化任务场景，已上线可体验。","recommendation":"Skywork 新出的目标模式，设定一个结果让模型自己规划执行直到完成，做 AI 工作流编排的可以接 API 测一轮自动化能力。","href":"./2026-06-04.html#item-tools-7","url":"https://x.com/Skywork_ai/status/2062175470045855749","tags":["agent","industry"],"entities":["Skywork"],"gist":"Skywork推出目标模式实现自动化任务执行"},{"id":"2026-06-04-tools-08","date":"2026-06-04","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"Expanding Comfy With Claude Code https://t","summary":"ComfyUI 官方宣布扩展对 Claude Code 的支持，具体集成方式、能力范围和 API 细节需查看链接原文。","recommendation":"ComfyUI 官方推了 Claude Code 集成，搞工作流编排和自动化管线的技术整合者可以直接点链接看具体怎么接。","href":"./2026-06-04.html#item-tools-8","url":"https://x.com/ComfyUI/status/2062293315991617583","tags":["agent","tutorial"],"entities":["ComfyUI","Claude Code"],"gist":"ComfyUI扩展支持Claude Code集成"},{"id":"2026-06-04-tools-09","date":"2026-06-04","section":"tools","sectionName":"工具与能力","source":"@ClaudeDevs","title":"我们已将触发词从“workflow”更改为“ultracode”…","summary":"ClaudeDevs 官方将 Claude 动态工作流的显式触发词从“workflow”改为“ultracode”。用户仍可在对话中自然使用“workflow”一词，但只有明确说“ultracode”时才会触发动态工作流。","recommendation":"Claude 把触发词从 workflow 改成 ultracode，做 AI 编程/Agent 工作流集成的顺手改一下 prompt 里的关键词就行，别让 Claude 误启动动态工作流。","href":"./2026-06-04.html#item-tools-9","url":"https://x.com/ClaudeDevs/status/2062257177788858398","tags":["agent","prompt"],"entities":["Claude"],"gist":"Claude动态工作流触发词改为ultracode"},{"id":"2026-06-04-methods-01","date":"2026-06-04","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"【全网首发】告别抽卡！Ai短剧最贵的部分，被攻破了？！","summary":"B 站 UP 主发布 10 分钟教程，拆解 AI 短剧全制作流程：从剧本大纲、角色资产库搭建到分集视频生成，重点讲解如何利用 Seedance 2.0 的模型特性建立可复用的角色和场景资产库，避免每次生成都重新抽卡，从而大幅降低制作成本。视频还涉及短剧出海变现模式，并附有操作教程和秘籍文档链接。","recommendation":"UP 主拆了 AI 短剧从剧本到分集的全流程，重点讲怎么用 Seedance 2.0 建资产库来省掉反复抽卡的成本。做短剧的制片和编导可以直接套用这套工作流，省的是真金白银。","href":"./2026-06-04.html#item-methods-1","url":"https://www.bilibili.com/video/BV1RGVd6UES7","tags":["short_drama","tutorial","consistency","case_study"],"entities":["Seedance 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的时间。","href":"./2026-06-04.html#item-methods-3","url":"https://x.com/replicate/status/2062288126882594914","tags":["video_gen","prompt","tutorial"],"entities":["Replicate","Grok Imagine Video 1.5"],"gist":"Grok Imagine Video 1.5提示词指南"},{"id":"2026-06-04-methods-04","date":"2026-06-04","section":"methods","sectionName":"方法与经验","source":"@krea_ai","title":"RT @_3912657840: Krea K2 Large は","summary":"Krea K2 Large 模型支持通过单一 prompt 批量生成超个性化角色，示例 prompt 为「细节丰富的奇怪可爱角色，全身绘制，极粗轮廓线，白背景」。用户实测认为 K2L 在角色多样性上碾压其他模型。","recommendation":"Krea K2 Large 做角色设计，一个 prompt 就能出无限变体，做角色 IP 和美术总设的可以直接套用这个 prompt 跑一轮看看风格上限。","href":"./2026-06-04.html#item-methods-4","url":"https://x.com/krea_ai/status/2061957296574611502","tags":["image_gen","prompt","consistency"],"entities":["Krea K2 Large"],"gist":"Krea K2 Large批量生成个性化角色"},{"id":"2026-06-04-methods-05","date":"2026-06-04","section":"methods","sectionName":"方法与经验","source":"Claude","title":"Anthropic 用 Claude 赋能自助数据分析","summary":"Anthropic 官方博客分享内部实践：用 Claude 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here","summary":"创作者 @underwoodxie96 发布其 AI 工作流的第 3 版，角色动作复杂度提升，生成难度也随之增加，需多次生成才能得到理想结果。推文附 ComfyUI 工作流链接，可 fork 复现。","recommendation":"个人创作者迭代到第 3 版工作流，角色动作更复杂了，做 AI 短片的可以 fork 下来跑几轮看看动作一致性怎么调的。","href":"./2026-06-04.html#item-methods-8","url":"https://x.com/underwoodxie96/status/2062086149393510429","tags":["animation","tutorial","consistency"],"entities":["ComfyUI"],"gist":"AI角色动作工作流第3版发布，附ComfyUI链接"},{"id":"2026-06-04-methods-09","date":"2026-06-04","section":"methods","sectionName":"方法与经验","source":"@vista8","title":"GPT 5.5 Pro 调研生成了一份关于 Codex 的Goal指令如何用的文档。 仔细阅读学到了两个技巧： 1…","summary":"个人经验分享：用 GPT 5.5 Pro 生成 Codex Goal 指令文档时，发现写不好 Goal 可以先切到 plan 模式，让 AI 反问自己问题来收敛指令。","recommendation":"个人分享用 GPT 5.5 Pro 写 Codex Goal 指令的技巧，搞 AI 编程/Agent 工作流的可以看一眼那个 plan 模式反问法。","href":"./2026-06-04.html#item-methods-9","url":"https://x.com/vista8/status/2062189983096557995","tags":["agent","prompt","tutorial"],"entities":["GPT 5.5 Pro","Codex"],"gist":"用GPT 5.5 Pro写Codex Goal指令的技巧分享"},{"id":"2026-06-04-methods-10","date":"2026-06-04","section":"methods","sectionName":"方法与经验","source":"@m1ssuo","title":"Codex 弹窗验证码二次验证怎么办 最近关于 Codex OAuth…","summary":"个人技术分享：针对 OpenAI Codex OAuth 登录时触发手机验证码弹窗的问题，作者给出了核心结论和避坑建议。面向遇到该问题的开发者，属于实操类 troubleshooting 内容。","recommendation":"Codex OAuth 登录验证码的实操避坑帖，技术整合者如果遇到这个弹窗可以当 troubleshooting 参考。","href":"./2026-06-04.html#item-methods-10","url":"https://x.com/m1ssuo/status/2062034978733764947","tags":["agent","tutorial"],"entities":["Codex"],"gist":"Codex OAuth登录验证码问题避坑指南"},{"id":"2026-06-04-works-01","date":"2026-06-04","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"全球首部 AI 电影《地狱磨砺》第一集 | Seedance 2.0 力作","summary":"新片场发布全球首部 AI 电影《地狱磨砺》第一集，时长 22 分 32 秒，使用 Seedance 2.0 制作。该片定位为 AI 长片系列，题材偏剧情向，展示了单工具链完成长叙事成片的可行性。","recommendation":"22 分钟 AI 长片第一集，用 Seedance 2.0 单工具链完成，做 AI 短剧和长片的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-06-04.html#item-cases-1","url":"https://www.xinpianchang.com/a13698479","tags":["film","video_gen","case_study"],"entities":["Seedance 2.0"],"gist":"全球首部AI电影《地狱磨砺》第一集发布"},{"id":"2026-06-04-works-02","date":"2026-06-04","section":"cases","sectionName":"作品与案例","source":"@thsottiaux","title":"Codex 首支品牌短片今晚 NBA 总决赛首播","summary":"Codex 发布首支品牌短片，今晚 NBA 总决赛第一场期间播出。短片由 AI 生成，作为品牌首支官方视觉叙事作品，面向大众传播场景。","recommendation":"Codex 首支品牌短片，今晚 NBA 总决赛首播，做 AI 短剧和品牌片的可以蹲正片拉片看叙事和视觉一致性处理。","href":"./2026-06-04.html#item-cases-2","url":"https://x.com/thsottiaux/status/2062310660806205901","tags":["film","commercial","case_study"],"entities":["Codex"],"gist":"Codex首支AI品牌短片NBA总决赛首播"},{"id":"2026-06-04-works-03","date":"2026-06-04","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"国风木偶动画《琴中魄》第一部分·初遇+耳中人","summary":"新片场 AIGC 分类下的国风木偶动画 AI 短片《琴中魄》第一部分，时长约 7 分 47 秒，已发布可观看。题材为国风木偶动画，视觉风格偏传统木偶戏质感，AI 生成的角色一致性和镜头语言处理是创作看点。","recommendation":"国风木偶动画 AI 短片，视觉风格和角色一致性是看点，做 AI 动画和短剧的可以拉片看木偶质感怎么用 AI 还原。","href":"./2026-06-04.html#item-cases-3","url":"https://www.xinpianchang.com/a13700650","tags":["animation","case_study","consistency"],"entities":[],"gist":"国风木偶动画AI短片《琴中魄》发布"},{"id":"2026-06-04-works-04","date":"2026-06-04","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"赛博朋克 AI 科幻短片《补丁匠》","summary":"新片场 AIGC 分类下的赛博朋克题材 AI 科幻短片《补丁匠》，时长 21 分 31 秒，编辑精选作品。题材为赛博朋克科幻，视觉风格偏暗黑工业风，适合编导和视觉师拉片分析长叙事节奏与角色一致性。","recommendation":"21 分钟赛博朋克 AI 短片，做 AI 短剧和长叙事的可以拉片看节奏和视觉一致性处理。","href":"./2026-06-04.html#item-cases-4","url":"https://www.xinpianchang.com/a13699797","tags":["film","case_study","consistency"],"entities":[],"gist":"赛博朋克AI科幻短片《补丁匠》发布"},{"id":"2026-06-05-industry-01","date":"2026-06-05","section":"industry","sectionName":"行业与平台","source":"@ideogram_ai","title":"RT @giffmana: Huh ideogram going open weights was not on my…","summary":"Ideogram 宣布开源模型，代码采用 Apache-2.0 协议，权重为非商业用途（NC）。开源后视觉创作者和 AI 整合者可在本地部署、微调，用于风格一致性、角色设计、KV 生成等场景，无需依赖云端 API。","recommendation":"Ideogram 开源模型权重，Apache-2.0 代码 + NC 权重，做视觉风格和角色一致性的可以直接拉下来跑本地工作流。","href":"./2026-06-05.html#item-industry-1","url":"https://x.com/ideogram_ai/status/2062507795665269142","tags":["image_gen","cost_open","consistency"],"entities":["Ideogram"],"gist":"Ideogram开源模型权重支持本地部署"},{"id":"2026-06-05-industry-02","date":"2026-06-05","section":"industry","sectionName":"行业与平台","source":"@HeyGen","title":"Cinematic_avatar api is live","summary":"HeyGen 正式上线 Cinematic Avatar API，支持保留真人形象特征的同时增加电影级镜头表现力，可通过编程 Agent 构建视频管线。配套推出 HeyGen CLI 和 HyperFrames skill，用于创建启动视频等场景。API 已开放，文档和 CLI 配置在推文线程中。","recommendation":"HeyGen 把数字人 API 开放了，保留本人形象还能加电影级镜头表现力，做短剧和虚拟 IP 的可以直接接进自己的工作流，省掉录棚和后期口型对齐。","href":"./2026-06-05.html#item-industry-2","url":"https://x.com/HeyGen/status/2062580376493793360","tags":["avatar","video_gen","agent"],"entities":["HeyGen","HeyGen CLI","HyperFrames"],"gist":"HeyGen推出Cinematic Avatar API"},{"id":"2026-06-05-industry-03","date":"2026-06-05","section":"industry","sectionName":"行业与平台","source":"@elevenlabs","title":"ElevenCreative Flows connects 50+ image and video models…","summary":"ElevenLabs 发布 ElevenCreative Flows，一个可视化画布工具，集成了 50+ 第三方图像和视频模型（如 Midjourney、Runway、Luma 等），并与 ElevenLabs 自家的语音、音乐、音效生成模块打通。创作者可以在同一画布上串联多模态节点，构建从视觉到音频的完整制作管线，并针对不同产品、语言、格式快速测试创意变体。","recommendation":"ElevenLabs 把 50+ 视觉模型和自家语音/音乐/SFX 塞进一个画布，做短剧和广告的可以直接在一条流水线里出全模态成片，不用来回切工具。","href":"./2026-06-05.html#item-industry-3","url":"https://x.com/ElevenLabs/status/2062563984037830972","tags":["agent","audio_voice","audio_music","audio_sfx"],"entities":["ElevenLabs","ElevenCreative Flows","Midjourney","Runway","Luma"],"gist":"ElevenLabs发布多模态创作画布工具"},{"id":"2026-06-05-industry-04","date":"2026-06-05","section":"industry","sectionName":"行业与平台","source":"@replicate","title":"P-Video-Replace from @PrunaAI is up on Replicate","summary":"PrunaAI 的 P-Video-Replace 模型正式上线 Replicate 平台，主打现有视频中的角色替换，自称同类任务中速度最快。周日前面临 70% 折扣，输出视频成本降至 $0.009/秒。适用于后期换角、短剧批量替换角色、视觉风格一致性调整等场景。","recommendation":"PrunaAI 的 P-Video-Replace 上线 Replicate，号称现有视频角色替换最快模型，周日前面临 70% 折扣，做后期和短剧批量换角的可以直接跑一轮测速度和质量。","href":"./2026-06-05.html#item-industry-4","url":"https://x.com/replicate/status/2062539790726181334","tags":["video_gen","consistency","short_drama","post_fx"],"entities":["P-Video-Replace","Replicate","PrunaAI"],"gist":"P-Video-Replace上线Replicate，主打视频角色替换"},{"id":"2026-06-05-industry-05","date":"2026-06-05","section":"industry","sectionName":"行业与平台","source":"@fal","title":"Sonilo v1","summary":"Sonilo v1.1 在 fal 平台上线，这是一款商用授权的视频转音乐 AI 模型，上传视频即可在数秒内生成匹配画面节奏、情绪和故事的原声配乐，无需手动剪辑或选曲。","recommendation":"视频直接出配乐，不用再手动卡点找 BGM 了。后期和短剧团队可以接 API 试一轮，看它跟画面节奏和情绪的匹配度够不够直接用。","href":"./2026-06-05.html#item-industry-5","url":"https://x.com/fal/status/2062581293032890638","tags":["audio_music","video_gen","agent"],"entities":["Sonilo","fal"],"gist":"Sonilo 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测一轮。","href":"./2026-06-05.html#item-industry-7","url":"https://x.com/fal/status/2062521027020611933","tags":["audio_voice","subtitle","agent"],"entities":["Nemotron 3.5 ASR","NVIDIA","fal"],"gist":"NVIDIA流式语音识别模型上架fal，低延迟多语言"},{"id":"2026-06-05-industry-08","date":"2026-06-05","section":"industry","sectionName":"行业与平台","source":"@MoveAI_","title":"Multiple performers motion capture benchmarking MOVE's…","summary":"MOVE 发布 GENESIS 无标记动捕系统与 Vicon 光捕系统的对比实测。使用 16 台 Vanguard 光捕相机 + 8 台 Zcams 无标记相机同步拍摄，GENESIS 支持最多 10 名演员同时动捕。实测数据展示了无标记方案在多人场景下的精度和稳定性。","recommendation":"MOVE 的 GENESIS 无标记动捕系统实测，16 台光捕 + 8 台无标记相机同时跑，10 人同场捕捉。做 AI 动画和后期动捕的可以点开看 benchmark 对比数据。","href":"./2026-06-05.html#item-industry-8","url":"https://x.com/MoveAI_/status/2062495750378905663","tags":["performance","animation","case_study"],"entities":["GENESIS","Vicon","Zcams","Vanguard"],"gist":"MOVE 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网站，后期和剪辑师囤素材、做本地知识库的可以直接装起来用。","href":"./2026-06-05.html#item-industry-10","url":"https://x.com/xiaoerzhan/status/2062417688404939091","tags":["tutorial","agent"],"entities":["小耳抓视频"],"gist":"开源浏览器插件下载视频并转文字"},{"id":"2026-06-05-tools-01","date":"2026-06-05","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"The chat is about to pop off","summary":"Pika 推出应用内群聊 Agent 功能，用户可在群聊中让 Pika Agent 协助完成视频生成、修图、协作创作等任务，官方示例包括帮家人解决 iPhone 问题、与朋友做 meme、或与团队协作制作微短剧。","recommendation":"Pika 把 AI Agent 拉进群聊，短剧团队可以直接在群里跟 Agent 协作出片，省掉来回切工具的流程。","href":"./2026-06-05.html#item-tools-1","url":"https://x.com/pika_labs/status/2062586258849980506","tags":["agent","video_gen","short_drama"],"entities":["Pika"],"gist":"Pika推出群聊Agent协作生成视频"},{"id":"2026-06-05-tools-02","date":"2026-06-05","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"The edits you need, made easy","summary":"Runway 发布 Aleph 2.0 局部编辑功能，集成于新版 Edit Studio。用户可精准修改画面中特定元素（如替换物体、调整细节），其余部分保持不变，无需逐帧手动蒙版或重绘。该功能面向视频后期场景，降低 AI 视频局部修改的试错成本。","recommendation":"Runway 把局部编辑做到 2.0 了，改画面里某个元素不碰其他部分，后期和视觉师直接上手试，省掉一帧帧抠图的时间。","href":"./2026-06-05.html#item-tools-2","url":"https://x.com/runwayml/status/2062540015473721682","tags":["video_gen","post_fx","control"],"entities":["Runway","Aleph 2.0","Edit Studio"],"gist":"Runway发布视频局部编辑功能"},{"id":"2026-06-05-tools-03","date":"2026-06-05","section":"tools","sectionName":"工具与能力","source":"OpenAI Blog","title":"Dreaming: Better memory for a more helpful ChatGPT","summary":"OpenAI 为 ChatGPT 推出新版记忆系统，能跨对话记住用户偏好、风格和上下文，保持对话连贯性。适用于需要长期角色设定、风格一致性或复杂叙事逻辑的 AI 创作场景，减少重复输入 prompt 的负担。","recommendation":"ChatGPT 记忆系统升级，能记住用户偏好和上下文，做 AI 编剧和短剧的可以试试让它在长对话里保持角色设定和风格一致，不用每次重写 prompt。","href":"./2026-06-05.html#item-tools-3","url":"https://openai.com/index/chatgpt-memory-dreaming","tags":["agent","script","consistency"],"entities":["ChatGPT"],"gist":"ChatGPT记忆系统升级保持创作一致性"},{"id":"2026-06-05-tools-04","date":"2026-06-05","section":"tools","sectionName":"工具与能力","source":"@OpenAI","title":"We’re building ChatGPT to remember what matters, follow…","summary":"OpenAI 宣布升级 ChatGPT 记忆功能，使其能理解时间上下文（如“7 月旅行”的进行状态）、遵循用户偏好和约束，并随场景变化自适应调整。该能力面向所有用户逐步推送，适用于需要长期记忆和个性化交互的 AI 对话场景。","recommendation":"ChatGPT 记忆能力升级，能理解时间上下文和用户偏好。做 AI 编剧和角色对话的可以接 API 测一下记忆持久性和上下文理解深度。","href":"./2026-06-05.html#item-tools-4","url":"https://x.com/OpenAI/status/2062567558252007554","tags":["agent","script"],"entities":["ChatGPT"],"gist":"ChatGPT记忆功能理解时间上下文"},{"id":"2026-06-05-tools-05","date":"2026-06-05","section":"tools","sectionName":"工具与能力","source":"@NotebookLM","title":"Today we’re launching another highly requested feature:…","summary":"Google NotebookLM 上线 Source Attribution 功能，用户可查看每个生成物（artifact）的精确来源公式（prompts + 源材料），并支持一键「Iterate」修改。解决了 AI 笔记/创作工具中「生成结果不可追溯」的痛点，对需要反复迭代素材、管理多源输入的创作者和整合者来说，是一个实用的工作流透明化更新。","recommendation":"NotebookLM 终于把生成物溯源做成了显性功能，做 AI 内容整合和工具链编排的可以直接上手测，看它能不能当你的素材管理中间件。","href":"./2026-06-05.html#item-tools-5","url":"https://x.com/NotebookLM/status/2062653124326863077","tags":["agent","tutorial"],"entities":["NotebookLM"],"gist":"NotebookLM新增生成物溯源功能"},{"id":"2026-06-05-tools-06","date":"2026-06-05","section":"tools","sectionName":"工具与能力","source":"@ManusAI","title":"@Shopify Grow: Manus reads your real sales data and turns…","summary":"Manus AI 宣布支持读取 Shopify 实时销售数据，自动识别滞销品、复购客户、主力系列等维度，并基于数据生成多版本广告创意素材。用户只需输入自然语言指令（如“找出三个最慢销的产品，为每个做 4 条广告创意”），Manus 即可完成从数据解读到创意输出的全流程。","recommendation":"Manus 直接读 Shopify 销售数据自动生成广告素材，做 AI 短剧和品牌内容的制片人可以试试这个数据驱动出创意的链路，省掉人工简报环节。","href":"./2026-06-05.html#item-tools-6","url":"https://x.com/ManusAI/status/2062551185228280020","tags":["agent","commercial","ideation"],"entities":["Manus","Shopify"],"gist":"Manus读取销售数据自动生成广告创意"},{"id":"2026-06-05-tools-07","date":"2026-06-05","section":"tools","sectionName":"工具与能力","source":"@OpenAIDevs","title":"OpenAI API 新增内容审核评分","summary":"OpenAI 在 Responses API 和 Completions API 中新增 Moderation scores 功能，可在同一请求流中返回审核信号，由应用自行决定用于记录、路由、审核或拦截。","recommendation":"OpenAI 把审核评分直接塞进生成请求的返回流里，做 AI 内容平台或短剧批量生产管线的技术整合者可以接 API 测一周，省掉单独过审环节。","href":"./2026-06-05.html#item-tools-7","url":"https://x.com/OpenAIDevs/status/2062619558440267801","tags":["industry","agent"],"entities":["OpenAI"],"gist":"OpenAI API新增内容审核评分功能"},{"id":"2026-06-05-tools-08","date":"2026-06-05","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"Generate split-stack videos like this in a single click","summary":"ComfyUI 推出 split-stack 视频一键生成功能：上传单张图片即可自动生成 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Home Movies 工作流制作 Backrooms 风格短片：小孩跳进泳池没上来，父亲跳下去后出现在另一个空间。展示了同一套工作流如何将日常素材链成恐怖叙事，工作流链接已附推文。","recommendation":"Glif 官方演示 Home Movies 工作流，把温馨家庭录像链成恐怖片。做 AI 短剧和视觉叙事的可以拉片看镜头衔接和情绪转折怎么用同一套工作流实现。","href":"./2026-06-05.html#item-methods-3","url":"https://x.com/heyglif/status/2062558235328975305","tags":["case_study","animation","short_drama"],"entities":["Glif"],"gist":"Glif用Home Movies工作流制作恐怖短片"},{"id":"2026-06-05-methods-04","date":"2026-06-05","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"Ratava built an AI media agency around HeyGen, helping…","summary":"HeyGen 官方发布客户案例：Ratava 公司围绕 HeyGen 搭建 AI 媒体代理业务，为客户提供社交媒体内容、活动营销、产品视频和客户沟通视频制作服务。案例以对话访谈形式呈现，未公开具体工作流细节或成本数据。","recommendation":"HeyGen 官方推的客户案例，讲一家公司怎么靠 HeyGen 搭起 AI 视频制作业务。做 AI 短剧或视频制片的可以看看他们的服务模式和客户交付流程，当商业参考。","href":"./2026-06-05.html#item-methods-4","url":"https://x.com/HeyGen/status/2062676830575042829","tags":["case_study","commercial","avatar","agent"],"entities":["HeyGen"],"gist":"HeyGen客户案例：AI媒体代理服务模式"},{"id":"2026-06-05-methods-05","date":"2026-06-05","section":"methods","sectionName":"方法与经验","source":"@underwoodxie96","title":"I used AI to create this transformation video, and I'm…","summary":"个人创作者分享 AI 变身视频制作流程：使用 11 张关键帧图像和 7 段短视频片段完成，难点在于服装过渡，当前 AI 模型在过渡帧上仍有明显伪影。","recommendation":"个人创作者分享的 AI 变身视频工作流，11 张关键帧+7 段视频拼出服装过渡效果，做视觉和后期的手动拆解一下过渡帧处理方式。","href":"./2026-06-05.html#item-methods-5","url":"https://x.com/underwoodxie96/status/2062455703076561230","tags":["video_gen","control","post_fx","tutorial"],"entities":[],"gist":"AI变身视频制作流程与过渡帧处理"},{"id":"2026-06-05-works-01","date":"2026-06-05","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 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内容搜索","title":"如果车会自己开，谁还会等一个迟到的孩子？","summary":"小红书作者「一烨」的 AI 短片，标题「如果车会自己开，谁还会等一个迟到的孩子？」，点赞 9.2 万。个人创作者作品，题材偏情感叙事，具体视觉风格和工具链需查看原视频确认。","recommendation":"小红书高赞 AI 短片，标题有叙事钩子，编导和短剧团队可以点开拉片看情感叙事和镜头语言处理。","href":"./2026-06-05.html#item-cases-3","url":"https://www.xiaohongshu.com/explore/69f2f1e1000000003502f6da","tags":["film","case_study","script"],"entities":[],"gist":"高赞AI短片情感叙事与镜头语言"},{"id":"2026-06-06-industry-01","date":"2026-06-06","section":"industry","sectionName":"行业与平台","source":"@PixVerse_","title":"10 creators","summary":"PixVerse 宣布 PixVerse Originals 计划正式上线，首批扶持 10 位来自印尼、加拿大、美国、中国和乌克兰的 AI 电影人，提供积分、资金和全球发行支持。该计划旨在推动 AI 原生长叙事作品产出，是视频生成平台从工具向制片生态延伸的典型案例。","recommendation":"PixVerse 正式启动创作者扶持计划，10 位全球导演获资金和发行支持。做 AI 短剧和独立项目的可以关注后续成片质量，看平台级资源能跑出什么水准的长叙事。","href":"./2026-06-06.html#item-industry-1","url":"https://x.com/PixVerse_/status/2062867079091679548","tags":["industry","video_gen","film"],"entities":["PixVerse"],"gist":"PixVerse Originals扶持AI电影人计划"},{"id":"2026-06-06-industry-02","date":"2026-06-06","section":"industry","sectionName":"行业与平台","source":"@OpenRouter","title":"Riverflow 2.5：可控制评分标准的图像模型","summary":"Riverflow 2.5 图像模型在 OpenRouter 上线，核心卖点是用户可自定义评分标准来引导模型思维和编辑方向，同时支持可控推理努力（速度/质量权衡）。免费至6月9日。","recommendation":"首个能让你自定义评分标准来引导图像生成的模型，做视觉和美术的可以上手调一调，看能不能控住风格和编辑方向。","href":"./2026-06-06.html#item-industry-2","url":"https://x.com/OpenRouter/status/2062944965978992935","tags":["image_gen","control","art_design"],"entities":["Riverflow 2.5","OpenRouter"],"gist":"Riverflow 2.5 支持自定义评分标准引导图像生成"},{"id":"2026-06-06-industry-03","date":"2026-06-06","section":"industry","sectionName":"行业与平台","source":"@ViggleAI","title":"Viggle_PINOC 免费动捕测试开启","summary":"Viggle AI 推出 PINOC 免费动捕测试，用户只需用手机拍摄自己动作视频，即可转换为动作捕捉数据，无需专业动捕套装或工作室。目前处于测试阶段，完全免费开放。","recommendation":"Viggle 把动捕门槛拉到手机自拍级别，还免费。做 AI 短剧和动画的可以直接拍一段自己动作，看骨骼映射和角色驱动效果稳不稳。","href":"./2026-06-06.html#item-industry-3","url":"https://x.com/ViggleAI/status/2062904007123714329","tags":["performance","animation","short_drama"],"entities":["Viggle","PINOC"],"gist":"Viggle PINOC 免费手机动捕测试开启"},{"id":"2026-06-06-industry-04","date":"2026-06-06","section":"industry","sectionName":"行业与平台","source":"@xiaohu","title":"最近 AI 工具似乎已开始从 Coding 开发 转向 Working 办公了 Kimi 刚刚发了一个新东西：…","summary":"Kimi 发布 Kimi Work，整合 Kimi Code 核心能力与 Kimi Agent 的建站、PPT 等专业 Skills，打通金融、科研、法律等专业数据库，支持最多 300 个 Agent 并行调度完成任务。用户通过文字描述需求即可让 AI 在电脑上拆解任务、调用工具、使用浏览器、交付文档表格 PPT，无需终端或命令行。","recommendation":"Kimi 把 Coding 和 Agent 能力打包成办公套件，最多 300 个 Agent 并行干活。做 AI 短剧的制片和整合者可以看看这套多 Agent 调度逻辑能不能套进批量制作流程里。","href":"./2026-06-06.html#item-industry-4","url":"https://x.com/xiaohu/status/2062824756634931256","tags":["agent","industry"],"entities":["Kimi Work","Kimi Code","Kimi Agent"],"gist":"Kimi Work 整合 Coding 与 Agent 能力转向办公"},{"id":"2026-06-06-industry-05","date":"2026-06-06","section":"industry","sectionName":"行业与平台","source":"@XiangceSun","title":"Codex封号的主要原因总结（基于近期社区反馈和公开讨论） 常见触发原因大概有这几类（按严重程度排序）： 1…","summary":"X 用户 Ce Sun 基于社区反馈总结 Codex 封号原因：低价/共享/批量注册账号最易触发，OpenAI 已加强审核，免费号额度从周限改为月限并强制手机验证；网络环境（频繁切换 VPN、共享 IP）和异常使用行为（高频调用、多设备登录）也是高发因素。","recommendation":"社区经验总结，不是官方公告。用 Codex 做自动化工作流的可以扫一眼避坑，但别当权威指南。","href":"./2026-06-06.html#item-industry-5","url":"https://x.com/XiangceSun/status/2062849429858914518","tags":["agent","industry"],"entities":["Codex"],"gist":"社区总结 Codex 封号主要原因与避坑建议"},{"id":"2026-06-06-tools-01","date":"2026-06-06","section":"tools","sectionName":"工具与能力","source":"@DomoAI_","title":"\"DomoAI, when Seedance","summary":"DomoAI 官方宣布正式集成 Seedance 2.0，主打电影级运镜、角色一致性、叙事增强、快速生成和高画质。该模型此前已在即梦平台上线，此次接入 DomoAI 意味着短剧和视觉创作者多了一个可直接使用的工具入口。","recommendation":"Seedance 2.0 正式接入 DomoAI，做 AI 短剧和视觉叙事的可以直接上手测角色一致性和电影级运镜，看废片率降了多少。","href":"./2026-06-06.html#item-tools-1","url":"https://x.com/DomoAI_/status/2063034918486380944","tags":["video_gen","consistency","camera","short_drama"],"entities":["DomoAI","Seedance 2.0","即梦"],"gist":"DomoAI 集成 Seedance 2.0 提升电影级运镜与一致性"},{"id":"2026-06-06-tools-02","date":"2026-06-06","section":"tools","sectionName":"工具与能力","source":"@Google","title":"Gemini Omni doesn’t just allow you to render text more…","summary":"Google 官方展示 Gemini Omni 新增文字同步生成能力：支持选择字体类型、位置、动画、曝光等参数，文字可与画面逐帧同步出现。示例 prompt 实现逐词逐帧显示效果，适用于 AI 短片字幕、MV 歌词、动态标题等场景。","recommendation":"Google 给 Gemini Omni 加了文字同步生成能力，做 AI 短片和 MV 的可以试试文字逐帧卡画面节奏，省掉后期手动对位。","href":"./2026-06-06.html#item-tools-2","url":"https://x.com/Google/status/2062925430290526486","tags":["video_gen","subtitle","mv"],"entities":["Gemini Omni"],"gist":"Gemini Omni 新增文字同步生成能力适配字幕与MV"},{"id":"2026-06-06-tools-03","date":"2026-06-06","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"Rodin Gen-2","summary":"ComfyUI 宣布集成 DeemosTech 的 Rodin Gen-2.5 3D 生成模型。支持从文本提示或参考图生成 3D 资产，提供不同生成档位（快速草稿到高细节纹理），用户可在 ComfyUI 工作流内直接调用，适用于 3D 资产批量生产、视觉开发、概念设计等场景。","recommendation":"ComfyUI 集成 Rodin Gen-2.5，做 3D 资产和视觉开发的可以直接在 ComfyUI 里跑，从文字或参考图生成 3D 模型，支持不同质量档位，省掉切工具的麻烦。","href":"./2026-06-06.html#item-tools-3","url":"https://x.com/ComfyUI/status/2062950508298727834","tags":["three_d","control","tutorial"],"entities":["ComfyUI","Rodin Gen-2.5"],"gist":"ComfyUI集成Rodin Gen-2.5生成3D资产"},{"id":"2026-06-06-tools-04","date":"2026-06-06","section":"tools","sectionName":"工具与能力","source":"@heyglif","title":"Our music video workflow just got 2x faster","summary":"Glif 更新音乐视频工作流，上传音频即可自动生成完整 MV，官方称速度提升 2 倍。具体生成效果和画质需查看链接中的演示视频。","recommendation":"上传一首歌直接出 MV，后期和导演团队可以实测看生成质量和速度提升幅度。","href":"./2026-06-06.html#item-tools-4","url":"https://x.com/heyglif/status/2062994084646596763","tags":["mv","audio_music","video_gen"],"entities":["Glif"],"gist":"Glif音乐视频工作流速度提升2倍"},{"id":"2026-06-06-tools-05","date":"2026-06-06","section":"tools","sectionName":"工具与能力","source":"@Alibaba_Wan","title":"Wan2","summary":"阿里 Wan2.7 视频生成模型已集成至 Venice 平台，用户可直接在 Venice 上调用该模型生成视频内容。具体能力参数和生成效果需查看平台实际体验。","recommendation":"阿里 Wan2.7 模型上线 Venice 平台，做 AI 视频的可以直接去测出片效果和风格一致性。","href":"./2026-06-06.html#item-tools-5","url":"https://x.com/Alibaba_Wan/status/2062826422624981218","tags":["video_gen","consistency"],"entities":["Wan2.7","Venice"],"gist":"阿里Wan2.7视频模型上线Venice平台"},{"id":"2026-06-06-tools-06","date":"2026-06-06","section":"tools","sectionName":"工具与能力","source":"@MoveAI_","title":"Adding the final touches to the GENESIS real time solve…","summary":"Move AI 宣布其 GENESIS 实时动作捕捉方案即将量产，该方案基于 ZCams 实现同一系统上实时输出与高质量解算，实时输出延迟为 100-150 毫秒，并强调高保真度与时间同步。","recommendation":"Move AI 的实时动作捕捉方案快量产了，延迟压到 100-150 毫秒，后期和虚拟制片团队可以蹲一下正式上线后的集成方案。","href":"./2026-06-06.html#item-tools-6","url":"https://x.com/MoveAI_/status/2062841859043434904","tags":["performance","three_d","industry"],"entities":["Move AI","GENESIS","ZCams"],"gist":"Move AI实时动捕方案GENESIS即将量产"},{"id":"2026-06-06-tools-07","date":"2026-06-06","section":"tools","sectionName":"工具与能力","source":"@GeminiApp","title":"Gemini Live 支持实时创建编辑图像","summary":"Google 在 Gemini Live 对话模式中新增实时图像创建与编辑能力，用户可通过共享摄像头画面或语音指令，在对话中直接生成或修改图像，支持房间装饰测试、数学题可视化、梗图制作等场景，所有操作实时完成。","recommendation":"Gemini Live 现在能边聊边改图，视觉师做概念参考或快速出梗图可以省一步，不用切工具了。","href":"./2026-06-06.html#item-tools-7","url":"https://x.com/GeminiApp/status/2062936486509785385","tags":["image_gen","agent"],"entities":["Gemini Live"],"gist":"Gemini Live支持实时创建编辑图像"},{"id":"2026-06-06-tools-08","date":"2026-06-06","section":"tools","sectionName":"工具与能力","source":"@krea_ai","title":"RT @runware: Krea 2 Turbo from @krea_ai is on Runware…","summary":"Krea AI 的 Krea 2 Turbo 模型已集成至 Runware 平台，可通过 API 调用。该模型主打快速生成，具体参数和定价需查看 Runware 文档。","recommendation":"Krea 2 Turbo 模型上线 Runware 平台，做 AI 视觉的可以接 API 跑一遍出图速度和风格表现。","href":"./2026-06-06.html#item-tools-8","url":"https://x.com/krea_ai/status/2062960156422652046","tags":["image_gen","cost_open"],"entities":["Krea 2 Turbo","Runware"],"gist":"Krea 2 Turbo模型上线Runware平台"},{"id":"2026-06-06-tools-09","date":"2026-06-06","section":"tools","sectionName":"工具与能力","source":"@heyglif","title":"Glif Hacks: remove unwanted music from any of your AI video…","summary":"Glif 推出新功能：用 SAM 代理一键移除 AI 视频中的多余音乐，无需手动分离或重写 prompt，几秒内完成。解决视频模型常生成无用配乐的问题，降低后期清理成本。","recommendation":"后期和短剧团队可以装起来用，AI 视频自带废配乐一键清掉，省去手动分离的麻烦。","href":"./2026-06-06.html#item-tools-9","url":"https://x.com/heyglif/status/2062822623780700237","tags":["audio_sfx","post_fx","tutorial"],"entities":["Glif","SAM"],"gist":"Glif新功能一键移除AI视频多余音乐"},{"id":"2026-06-06-tools-10","date":"2026-06-06","section":"tools","sectionName":"工具与能力","source":"@googlecloud","title":"Build an agent with the Gemini Enterprise app that can…","summary":"Google Cloud 宣布 Gemini Enterprise 应用新增 Agent 构建功能，无需编码即可创建能自动调研最新趋势并生成符合品牌调性的营销文案的智能体。该功能面向企业营销场景，降低 Agent 搭建门槛，但未公开具体模型版本或生成效果细节。","recommendation":"Google Cloud 给 Gemini Enterprise 加了个零代码 Agent 功能，能自动调研趋势并生成品牌调性一致的营销文案。做 AI 工具链整合的可以点开看看怎么搭，编导和制片人暂时用不上。","href":"./2026-06-06.html#item-tools-10","url":"https://x.com/googlecloud/status/2063013669059928243","tags":["agent","industry"],"entities":["Gemini Enterprise"],"gist":"Gemini Enterprise新增零代码Agent构建功能"},{"id":"2026-06-06-methods-01","date":"2026-06-06","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"What if AI video direction worked more like storyboarding","summary":"ComfyUI 发布 Draw-to-Direct 方法：在图像上画草图即可指定运动方向、镜头移动和场景动作，替代纯文本提示的模糊描述。本质是把分镜草图变成 AI 视频的视觉指令，降低镜头控制门槛。","recommendation":"画草图就能指挥镜头运动，比纯文字提示直观太多。编导和视觉师可以直接装起来用，省掉来回写 prompt 调镜头的功夫。","href":"./2026-06-06.html#item-methods-1","url":"https://x.com/ComfyUI/status/2062931324734955840","tags":["control","storyboard","camera"],"entities":["ComfyUI","Draw-to-Direct"],"gist":"ComfyUI草图控制视频运动与镜头"},{"id":"2026-06-06-methods-02","date":"2026-06-06","section":"methods","sectionName":"方法与经验","source":"@NVIDIAAI","title":"PixelDiT入选CVPR2026最佳论文决赛","summary":"NVIDIA Research 的 PixelDiT（像素扩散变换器）入选 CVPR2026 最佳论文决赛。该模型去掉了传统图像生成模型中的预训练自编码器压缩步骤，直接在像素空间端到端学习扩散过程，避免质量损失在流程中累积。这是一个单阶段模型架构创新。","recommendation":"NVIDIA 的像素级扩散模型入选 CVPR2026 最佳论文决赛，去掉自编码器压缩步骤，直接端到端学像素空间。做 AI 视觉和模型整合的可以看看这个方向对图像质量的影响。","href":"./2026-06-06.html#item-methods-2","url":"https://x.com/NVIDIAAI/status/2063034422698389625","tags":["image_gen","industry"],"entities":["PixelDiT","NVIDIA"],"gist":"NVIDIA PixelDiT入选CVPR2026最佳论文"},{"id":"2026-06-06-methods-03","date":"2026-06-06","section":"methods","sectionName":"方法与经验","source":"@Adobe","title":"AI image editing is powerful, but getting an exact result…","summary":"Adobe Research 在 CVPR 2026 展示 75+ 篇论文，核心方向是提升 AI 图像编辑的精确控制能力，解决「想要的效果很难一次到位」的痛点。具体技术细节需查看链接原文。","recommendation":"Adobe 在 CVPR 2026 发了 75+ 篇论文，核心方向是给创作者更多控制力。做视觉和后期的最该关注，看看哪些控制能力能落地到工作流里。","href":"./2026-06-06.html#item-methods-3","url":"https://x.com/Adobe/status/2063008136118616218","tags":["image_gen","control","industry"],"entities":["Adobe"],"gist":"Adobe CVPR2026展示图像编辑控制论文"},{"id":"2026-06-06-methods-04","date":"2026-06-06","section":"methods","sectionName":"方法与经验","source":"Tomer Tunguz 博客","title":"AI的微型钢厂","summary":"VC Tomer Tunguz 分享技能蒸馏实践：将 78% 的 AI 工作交由 Mac 本地模型处理，仅复杂任务发往云端。智能体自动分类任务，双车道设计使吞吐量提升约 25%，平均任务时长从 47 秒降至 19 秒，队列等待时间从 73 秒降至 4 秒（降幅 94%）。该模式类比 Nucor 小钢厂，每台能运行蒸馏模型的边缘设备都成为小型 AI 工厂，仅对那 1/5 困难任务支付云费用。","recommendation":"做 AI 短剧批量生产的可以看看这个本地+云端分流思路，省云成本、提吞吐量，直接套用工作流设计。","href":"./2026-06-06.html#item-methods-4","url":"https://www.tomtunguz.com/using-local-ai-to-work-faster","tags":["cost_open","agent","case_study"],"entities":[],"gist":"本地云端分流提升AI任务吞吐量"},{"id":"2026-06-06-methods-05","date":"2026-06-06","section":"methods","sectionName":"方法与经验","source":"@madpencil_","title":"使用 Seedance 2 Omni 与 @runwayml 参考的技巧 • 首先将文本剪辑为视频或你的参考图像…","summary":"创作者 @madpencil_ 分享 Seedance 2 Omni 与 Runway 参考功能配合的工作流技巧：先用文本或参考图生成第一段视频，然后将该视频作为参考，配合提示词“从输入视频的最后一帧继续，保持角色和环境一致”来续写故事。该方法旨在解决 AI 视频生成中角色和环境一致性的核心痛点，适用于短剧、系列短片等需要多镜头连贯叙事的场景。","recommendation":"一个很实用的 Seedance 2.0 工作流技巧：用 Runway 的参考图功能做角色和环境一致性续写。做短剧和长叙事的可以直接套用这个 prompt 模板跑一轮试试。","href":"./2026-06-06.html#item-methods-5","url":"https://x.com/madpencil_/status/2062724049625923713","tags":["video_gen","consistency","control","prompt","tutorial"],"entities":["Seedance 2 Omni","Runway"],"gist":"Seedance 2与Runway参考功能实现角色一致性续写"},{"id":"2026-06-06-methods-06","date":"2026-06-06","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"We put an AI avatar on Twitch and asked it to roast 24/7","summary":"HeyGen 官方展示了一个 AI 数字人 Twitch 直播案例：数字人 24/7 在线，观众发 GitHub 仓库链接后，它能自动打开、审查代码、吐槽糟糕设计，并实时操控浏览器导航。本质是 AI 数字人 + 浏览器 Agent 的集成演示，展示了实时互动和自主操作能力。","recommendation":"HeyGen 把 AI 数字人扔上 Twitch 24 小时直播，能读代码、吐槽设计、自己操作浏览器。做 AI 短剧和虚拟主播的可以看看实时互动和浏览器控制怎么落地。","href":"./2026-06-06.html#item-methods-6","url":"https://x.com/HeyGen/status/2062647419163296165","tags":["avatar","agent","case_study"],"entities":["HeyGen"],"gist":"HeyGen数字人Twitch直播集成浏览器Agent演示"},{"id":"2026-06-06-methods-07","date":"2026-06-06","section":"methods","sectionName":"方法与经验","source":"Suno","title":"Suno Voices 使用指南：6 个技巧打造高质量人声录制","summary":"Suno 官方发布 Voices 功能录音指南，面向 Web 付费用户开放。6 个实操技巧：安静环境降噪、先练词再录、保留真实情感不追求完美、录音时长超 1 分钟、人声匹配音乐流派（民谣/流行/死亡金属/波萨诺瓦等）、大胆尝试不同风格。","recommendation":"Suno 官方出的录音指南，做 AI 音乐和短剧配音的可以直接当操作手册用，6 个技巧都是实操经验，省自己试错。","href":"./2026-06-06.html#item-methods-7","url":"https://suno.com/blog/6-tips-for-voices","tags":["audio_music","audio_voice","tutorial"],"entities":["Suno"],"gist":"Suno Voices录音指南六技巧提升人声质量"},{"id":"2026-06-06-methods-08","date":"2026-06-06","section":"methods","sectionName":"方法与经验","source":"@VictorInFocus","title":"基于同一个想法跟进，制作了这个片段。 从 Krea 2 的单帧开始，使用 GPT Image 2 创建了 3x3…","summary":"个人创作者 VictorInFocus 分享工作流：从 Krea 2 生成单帧，用 GPT Image 2 创建 3x3 联系表保持美学风格，再导入 Seedance 2 生成动态片段。最终片段有瑕疵，但原始图像到生成画面的美学一致性保持较好。","recommendation":"个人创作者分享从 Krea 2 单帧到 GPT Image 2 联系表再到 Seedance 2 的完整工作流，视觉师和做风格一致性的可以直接套用这个三件套流程跑一遍。","href":"./2026-06-06.html#item-methods-8","url":"https://x.com/VictorInFocus/status/2062723173276107045","tags":["image_gen","video_gen","consistency"],"entities":["Krea 2","GPT Image 2","Seedance 2"],"gist":"Krea2到GPT Image2到Seedance2风格一致性工作流"},{"id":"2026-06-06-works-01","date":"2026-06-06","section":"cases","sectionName":"作品与案例","source":"@ring_hyacinth","title":"受浦东美术馆 的邀请，我们为莫兰迪在上海的展览，用 AI 做了一支官方宣传片。希望大家喜欢…","summary":"AI 团队受浦东美术馆邀请，为莫兰迪上海个展制作官方宣传片，工具链公开：Nanobanana pro + GPT Image 2 + Seedance 2.0。宣传片风格需与莫兰迪画作的低饱和度、静物凝视感对齐，是 AI 视觉风格与美术馆调性匹配的实战案例。","recommendation":"AI 团队为浦东美术馆做的官方宣传片，工具链公开（Nanobanana pro + GPT Image 2 + Seedance 2.0），做 AI 短剧和视觉的可以拉片看风格一致性怎么跟美术馆调性对齐。","href":"./2026-06-06.html#item-cases-1","url":"https://x.com/ring_hyacinth/status/2062901756447842362","tags":["commercial","art_design","case_study","video_gen"],"entities":["Nanobanana pro","GPT Image 2","Seedance 2.0"],"gist":"AI团队为莫兰迪展制作官方宣传片风格对齐"},{"id":"2026-06-06-works-02","date":"2026-06-06","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"A derelict luxury star-liner","summary":"PixVerse 发布 Originals S1 系列首部短片《Neon Salvage Gothic》，由 PixVerse 首批合作创作者 @michaelheina 使用 PixVerse V6 制作。短片设定为太空 urbex 题材，五名 Gen-Z 拾荒者+一台苏醒 AI 的群像叙事，主打匹配剪辑动作和跨镜头角色一致性锁定。PixVerse V6 的多人角色一致性能力在短片中首次得到系列级验证。","recommendation":"PixVerse V6 首部官方系列短片，五人角色一致性+匹配剪辑，做 AI 短剧和视觉开发的直接拉片看角色锁定和镜头衔接怎么处理。","href":"./2026-06-06.html#item-cases-2","url":"https://x.com/PixVerse_/status/2062874471720271954","tags":["video_gen","consistency","animation","case_study"],"entities":["PixVerse V6"],"gist":"PixVerse V6系列短片验证多人角色一致性"},{"id":"2026-06-06-works-03","date":"2026-06-06","section":"cases","sectionName":"作品与案例","source":"@runwayml","title":"50 Crowns","summary":"Runway 官方发布 AI 生成游戏过场短片《50 Crowns》，讲述两名赏金猎人的公路故事。单人制作，耗时不到一周，全片使用 Runway 工具链完成。","recommendation":"Runway 官方放出的单人一周出片案例，做 AI 短剧和视觉的可以拉片看镜头调度和角色一致性处理。","href":"./2026-06-06.html#item-cases-3","url":"https://x.com/runwayml/status/2062898193126302111","tags":["case_study","film","consistency","camera"],"entities":["Runway"],"gist":"Runway官方AI短片展示单人一周出片流程"},{"id":"2026-06-06-works-04","date":"2026-06-06","section":"cases","sectionName":"作品与案例","source":"@PJaccetturo","title":"Ladies and gentlemen, it’s here:","summary":"导演 PJaccetturo 宣布 AI 长片《Nexus》预告，5 分钟成片，3 人团队 2 周内用 Dreamina（Octo + Seedance 2.0）完成，工作流后续公开。","recommendation":"AI 长片《Nexus》5 分钟预告，3 人 2 周用 Dreamina 完成，做 AI 短剧和长片的可以拉片看小团队出片效率和质量。","href":"./2026-06-06.html#item-cases-4","url":"https://x.com/PJaccetturo/status/2062887190326304986","tags":["case_study","film"],"entities":["Dreamina","Octo","Seedance 2.0"],"gist":"AI长片预告3人2周用Dreamina完成"},{"id":"2026-06-06-works-05","date":"2026-06-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"逆转裁判复古风真人律政剧第一章大结局 | 粉丝爆肝两周！9分钟纯享| AI制作","summary":"B站UP主制作的《逆转裁判》AI同人二创短剧第一案大结局，9分钟纯享版，融合90年代港剧/日剧风格，两周内完成。画面和声音均由AI辅助生成，非官方作品。","recommendation":"粉丝两周爆肝的AI同人短剧，9分钟纯享版。做AI短剧的可以拉片看角色一致性和复古风格化处理，尤其是真人化游戏IP的叙事节奏怎么拿捏。","href":"./2026-06-06.html#item-cases-5","url":"https://www.bilibili.com/video/BV1Va7o68EvG","tags":["case_study","short_drama","consistency","art_design"],"entities":[],"gist":"AI同人短剧两周完成复古风格化处理"},{"id":"2026-06-06-works-06","date":"2026-06-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"蒋干单曲《催命符》：这回可让我捞着了 【B站AI创作大赛-三国主题赛】","summary":"B站AI创作大赛三国主题赛参赛作品，作者「漫游会议室」，以蒋干为主角的单曲《催命符》，三国题材AI短片。","recommendation":"B站AI大赛三国主题赛作品，做AI短剧的可以拉片看角色一致性和叙事节奏处理。","href":"./2026-06-06.html#item-cases-6","url":"https://www.bilibili.com/video/BV1sc7r6vEWq","tags":["case_study","short_drama","consistency"],"entities":[],"gist":"三国主题AI短片展示角色一致性处理"},{"id":"2026-06-06-works-07","date":"2026-06-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【鬼眼林宇】62集 「本视频由小云雀Seedance创作生成」#小云雀创作者计划#小云雀Ai#动漫#Ai动漫","summary":"B站作者「六舅动漫」的AI动漫系列《鬼眼林宇》第62集，使用小云雀Seedance生成，属于长连载AI动漫作品，题材为玄幻/都市异能类。","recommendation":"62集AI动漫长系列，用Seedance生成，做AI短剧的可以拉片看长叙事下的角色一致性和镜头稳定性处理。","href":"./2026-06-06.html#item-cases-7","url":"https://www.bilibili.com/video/BV17Y7k6aE9n","tags":["case_study","animation","consistency"],"entities":["小云雀Seedance"],"gist":"62集AI动漫长系列展示角色一致性"},{"id":"2026-06-07-industry-01","date":"2026-06-07","section":"industry","sectionName":"行业与平台","source":"@AlchainHust","title":"我的1.6万+开源项目Huashu Design更新了2.0版本，大幅度修复了原来版本中风格选择相对单一，设计创意丰富度…","summary":"个人开源项目 Huashu Design 更新 2.0 版本，主要改进是增加设计风格选项和创意丰富度，适用于 PPT、网站设计、原型设计等场景。","recommendation":"个人开源设计项目更新，对 AI 影视创作工作流影响小，做 PPT/网站设计的可以看看，做 AI 短剧的不用点。","href":"./2026-06-07.html#item-industry-1","url":"https://x.com/AlchainHust/status/2063168265019437432","tags":["cost_open","art_design"],"entities":["Huashu Design"],"gist":"开源设计项目更新增加风格选项"},{"id":"2026-06-07-methods-01","date":"2026-06-07","section":"methods","sectionName":"方法与经验","source":"@AYi_AInotes","title":"全网爆火的《丧尸清道夫》作者刘梓渝公开了自己的视频创作思路，内容非常干，值得所有AI短视频创作者逐帧学习…","summary":"《丧尸清道夫》作者刘梓渝公开视频创作思路，核心观点是AI短视频质量取决于导演思维、镜头语言和后期剪辑与AI工作流的融合，而非抽卡运气。AYi 的推文附有视频总结，内容涉及从分镜到成片的完整工作流拆解。","recommendation":"《丧尸清道夫》作者亲自拆解创作思路，讲的是怎么把导演思维和剪辑经验嵌进AI工作流，不是靠抽卡运气。做AI短剧和短视频的可以直接拉片学镜头语言和后期处理。","href":"./2026-06-07.html#item-methods-1","url":"https://x.com/AYi_AInotes/status/2063206867719831637","tags":["case_study","short_drama","storyboard","editing","tutorial"],"entities":[],"gist":"丧尸清道夫作者拆解AI短视频创作工作流"},{"id":"2026-06-07-methods-02","date":"2026-06-07","section":"methods","sectionName":"方法与经验","source":"@ideogram_ai","title":"RT @amirmxt: I was so excited to see @ideogram_ai drop v4…","summary":"Ideogram v4 发布后，用户 @amirmxt 录制了对比视频，将 v4 与 GPT-Image-2 进行出图效果比较。该推文为个人实测分享，具体对比结果和细节需查看视频原文。","recommendation":"Ideogram v4 刚出，有人直接拿它跟 GPT-Image-2 做了对比实测，做视觉的可以点开看看出图风格和细节差异。","href":"./2026-06-07.html#item-methods-2","url":"https://x.com/ideogram_ai/status/2062780375642857826","tags":["image_gen","tutorial"],"entities":["Ideogram v4","GPT-Image-2"],"gist":"Ideogram v4与GPT-Image-2出图对比实测"},{"id":"2026-06-07-methods-03","date":"2026-06-07","section":"methods","sectionName":"方法与经验","source":"Hacker News (Top)","title":"Ntsc-rs – open-source video emulation of analog TV and VHS…","summary":"Ntsc-rs 是一款开源视频处理工具，可实时模拟模拟电视信号和 VHS 录像带的噪点、雪花、色彩偏移、扫描线等复古视觉 artifacts。支持作为 FFmpeg 滤镜或独立命令行使用，适合需要复古/低保真视觉风格的 AI 短片、MV 或片头片尾的后期处理。","recommendation":"开源模拟老电视和 VHS 噪点的工具，做复古视觉的后期可以直接拿来当滤镜用，省掉自己搓特效的功夫。","href":"./2026-06-07.html#item-methods-3","url":"https://ntsc.rs/","tags":["post_fx","cost_open"],"entities":["Ntsc-rs","FFmpeg"],"gist":"开源工具模拟老电视VHS复古视觉特效"},{"id":"2026-06-07-methods-04","date":"2026-06-07","section":"methods","sectionName":"方法与经验","source":"@VictorInFocus","title":"如果你的连拍仅提供 2 或 3 个可用帧，试试这个…… 创建几张不同的图层，然后只提取你想使用的那些…","summary":"创作者分享连拍抽帧技巧：当连拍只产出 2-3 个可用帧时，可创建多张不同图层，再单独提取所需帧。该版本的连拍 prompt 为每个帧编号，简化了后续提取步骤。","recommendation":"做 AI 动画或短剧的，连拍抽帧是常见痛点，这个编号 prompt 能省不少后期对帧的功夫，直接收藏当模板用。","href":"./2026-06-07.html#item-methods-4","url":"https://x.com/VictorInFocus/status/2063086961817002039","tags":["prompt","animation","control"],"entities":[],"gist":"连拍抽帧技巧：编号提示词简化提取"},{"id":"2026-06-07-methods-05","date":"2026-06-07","section":"methods","sectionName":"方法与经验","source":"@jinglian","title":"一招解决 codex 重新连接 5 次 使用 codex Desktop，估计大家经常会遇到下面的情况…","summary":"前端哥Liam 分享 Codex Desktop 新版默认改用 WebSocket 协议导致频繁重连的解决方案：通过检测系统代理端口并写入 ~/.codex/.env 环境变量，可彻底解决 5 次重试等待问题。提供手动配置、Prompt 自动修复、macOS 一键脚本三种方式。","recommendation":"Codex Desktop 频繁重连的根治方案，搞 AI 编程工作流的技术整合者可以直接套用脚本或 prompt 一键修复。","href":"./2026-06-07.html#item-methods-5","url":"https://x.com/jinglian/status/2063109080126832741","tags":["agent","tutorial"],"entities":["Codex Desktop"],"gist":"解决Codex Desktop频繁重连问题的方法"},{"id":"2026-06-07-works-01","date":"2026-06-07","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"One creator","summary":"PixVerse Originals S1系列作品《The Reckless 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和缓存的核心瓶颈。","href":"./2026-06-08.html#item-methods-1","url":"https://arxiv.org/abs/2606.04527","tags":["video_gen","cost_open"],"entities":["Echo-Infinity"],"gist":"Echo-Infinity实现24小时实时无限视频生成"},{"id":"2026-06-08-methods-02","date":"2026-06-08","section":"methods","sectionName":"方法与经验","source":"@heyglif","title":"This is an amazing Seedance 2 trick: drawing your camera…","summary":"Glif 平台演示了一个 Seedance 2 的运镜控制技巧：在输入图像上直接手绘相机运动路径，即可精确控制场景镜头。工作流为：先用任意图像模型（Glif 内置多数主流模型）生成场景，再在图上绘制运镜轨迹，由 Seedance 2 生成对应动画。","recommendation":"在 Seedance 2 里直接手绘镜头路径来控制运镜，做 AI 短剧和视觉的可以跑一遍这个工作流，省掉后期调参的试错时间。","href":"./2026-06-08.html#item-methods-2","url":"https://x.com/heyglif/status/2063627334268182697","tags":["camera","control","video_gen"],"entities":["Seedance 2","Glif"],"gist":"Seedance 2手绘运镜路径控制场景镜头"},{"id":"2026-06-08-methods-03","date":"2026-06-08","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"RT @hellorob: The best way to bring the composition from…","summary":"ComfyUI 官方转发用户 @hellorob 的方法：在 ComfyUI 中通过绘制 bounding box 控制构图，再调用 Ideogram V4 生成图像。本质是工作流层面的构图控制技巧，将手绘草图/分镜框转化为 AI 图像，适用于视觉开发阶段快速验证构图方案。","recommendation":"ComfyUI 集成 Ideogram V4 的 bounding box 构图法，做视觉和美术的可以直接套工作流跑分镜草图，省掉反复抽卡调 prompt。","href":"./2026-06-08.html#item-methods-3","url":"https://x.com/ComfyUI/status/2063743149927956716","tags":["control","image_gen","storyboard"],"entities":["ComfyUI","Ideogram V4"],"gist":"ComfyUI用bounding box控制构图生成图像"},{"id":"2026-06-08-methods-04","date":"2026-06-08","section":"methods","sectionName":"方法与经验","source":"@aiwarts","title":"我现在是让Claude Code出plan，Codex从零开始建，然后Claude…","summary":"个人分享用 Claude Code 出计划、Codex 从零建项目、Claude Code 做优化、Codex 收尾验收的 AI 编程工作流。属于个人经验分享，无具体技术参数或可复现的方法论。","recommendation":"个人工作流分享，AI 编程整合者可以看一眼，但对影视创作方向价值不大。","href":"./2026-06-08.html#item-methods-4","url":"https://x.com/aiwarts/status/2063515713583923598","tags":["agent"],"entities":["Claude Code","Codex"],"gist":"分享Claude 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短剧和视觉的可以点开看看预告片的叙事节奏和视觉风格。","href":"./2026-06-08.html#item-cases-2","url":"https://www.xiaohongshu.com/explore/6a2414fc0000000035027b85","tags":["case_study","short_drama"],"entities":[],"gist":"AI短片《Nexus》预告片社区反响良好"},{"id":"2026-06-08-works-03","date":"2026-06-08","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"神女风回归! idle回归新曲Eclipse MV公开 (中字歌词/自制ai）","summary":"B 站 UP 主自制 (G)I-DLE 风格 AI MV《Eclipse》，参考女团 18-21 年神女风（Oh My God / HANN / HWAA 时期）的歌曲架构与视觉美学，用 AI 生成完整 MV 画面。个人创作者作品，风格还原度是看点。","recommendation":"AI 生成的 K-pop 风格 MV，视觉师和编导可拉片看 AI 如何还原特定女团的美学体系与镜头语言。","href":"./2026-06-08.html#item-cases-3","url":"https://www.bilibili.com/video/BV15p7r6nEEn","tags":["mv","case_study","art_design"],"entities":[],"gist":"AI生成K-pop风格MV还原女团美学"},{"id":"2026-06-08-works-04","date":"2026-06-08","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"⚔️我的第3部AI短片 — 45秒重返北欧战场","summary":"小红书作者「动不动就饿」的个人 AI 短片第三作，45 秒北欧战场题材短片。个人创作者独立完成，题材偏战争动作向，视觉风格和镜头节奏是看点。","recommendation":"个人创作者第三部 AI 短片，北欧战场题材，45 秒成片。做 AI 短片的可以拉片看个人创作者在有限资源下的视觉风格和叙事节奏处理。","href":"./2026-06-08.html#item-cases-4","url":"https://www.xiaohongshu.com/explore/6a214d7e00000000210146cf","tags":["film","case_study","animation"],"entities":[],"gist":"个人创作者45秒北欧战场AI短片"},{"id":"2026-06-09-industry-01","date":"2026-06-09","section":"industry","sectionName":"行业与平台","source":"@OpenBMB","title":"VoxCPM2 技术报告发布","summary":"面壁智能 OpenBMB 发布 VoxCPM2 技术报告，2B 参数语音生成模型，基于超 200 万小时多语言数据训练，支持 30 种语言和 9 种中文方言。具备自然语言语音设计、可控及高保真延续性语音克隆能力，采用 16kHz 语义编码 + 48kHz 波形重建，在公开 TTS 基准上达到 SOTA 或极具竞争力。模型权重、微调代码和推理工具以 Apache 2.0 开源。","recommendation":"2B 参数语音模型开源，支持 30 种语言和 9 种中文方言，带可控语音克隆。做 AI 配音和后期声音的可以直接下权重跑，微调代码和推理工具都给了。","href":"./2026-06-09.html#item-industry-1","url":"https://x.com/OpenBMB/status/2063991963133903317","tags":["audio_voice","cost_open"],"entities":["VoxCPM2"],"gist":"VoxCPM2开源语音模型支持多语言克隆"},{"id":"2026-06-09-industry-02","date":"2026-06-09","section":"industry","sectionName":"行业与平台","source":"@ViggleAI","title":"Viggle API 上线：任意角色任意动作秒级生成","summary":"Viggle AI 正式推出 Viggle API，支持通过一次 API 调用为任意角色添加任意动作，数秒内生成动画。起价 $0.01/秒，注册即获 100 次免费额度，可接入 Claude、Codex 或自定义智能体。适用于角色动画、短剧素材批量生成、视觉开发等场景。","recommendation":"Viggle 把角色动画能力打包成 API 了，0.01 美元/秒，100 次免费额度。做短剧和视觉开发的可以直接接进工作流，批量生成角色动作素材，省掉逐帧手调的时间。","href":"./2026-06-09.html#item-industry-2","url":"https://x.com/ViggleAI/status/2064083087806390319","tags":["animation","agent","cost_open"],"entities":["Viggle"],"gist":"Viggle API实现任意角色动作生成"},{"id":"2026-06-09-tools-01","date":"2026-06-09","section":"tools","sectionName":"工具与能力","source":"@Alibaba_Wan","title":"New feature alert on Wan","summary":"阿里 Wan 视频生成模型上线新功能 Character X，支持一键创建统一角色面部，可用于定制头像、新角色或独特身份，无需额外训练 LoRA 或手动调参。","recommendation":"Wan 官方上线角色一致性功能，一键生成统一角色脸，做短剧和角色 IP 的可以直接上手测，省掉手动调 LoRA 的功夫。","href":"./2026-06-09.html#item-tools-1","url":"https://x.com/Alibaba_Wan/status/2063831579517182138","tags":["video_gen","consistency"],"entities":["Wan"],"gist":"Wan新增Character X统一角色面部"},{"id":"2026-06-09-tools-02","date":"2026-06-09","section":"tools","sectionName":"工具与能力","source":"公众号","title":"Kimi Code 焕新升级（附视频教程）","summary":"Kimi Code 开源 Coding Agent 大版本升级：一行命令安装，毫秒级启动；新增视频理解能力，支持提取视频风格生成 LUT 文件、长视频切片、根据录屏生成代码；集成同花顺、天眼查等数据源；支持 ACP 协议，可在 JetBrains、Zed 中使用；底层视觉推理由 Kimi K2.6 模型提供。","recommendation":"Kimi Code 这次升级对视觉和后期创作者有直接价值：视频理解能力能提取风格生成 LUT、长视频切片、根据录屏生成代码。做 AI 工作流整合的可以接 ACP 协议塞进 JetBrains/Zed 用。","href":"./2026-06-09.html#item-tools-2","url":"https://mp.weixin.qq.com/s?__biz=MzkzMTY4NTIyNA%3D%3D&mid=2247484250&idx=1&sn=d0a07f5358250f3a54df8fbabe61f09a","tags":["agent","color","tutorial"],"entities":["Kimi Code","Kimi K2.6"],"gist":"Kimi Code升级支持视频理解生成LUT"},{"id":"2026-06-09-tools-03","date":"2026-06-09","section":"tools","sectionName":"工具与能力","source":"@ChatGPTapp","title":"ChatGPT 新增数据图表生成功能","summary":"ChatGPT 官方宣布新增数据图表生成功能，用户可直接在对话中将数据或比较转化为图表，无需切换第三方工具。该功能已同步上线移动端和网页端。","recommendation":"ChatGPT 现在能直接生成图表，做方案汇报、数据可视化、提案展示的可以省掉切工具的时间，网页端和移动端都能用。","href":"./2026-06-09.html#item-tools-3","url":"https://x.com/ChatGPTapp/status/2064018770839113769","tags":["agent","industry"],"entities":["ChatGPT"],"gist":"ChatGPT新增数据图表生成功能"},{"id":"2026-06-09-tools-04","date":"2026-06-09","section":"tools","sectionName":"工具与能力","source":"@NotebookLM","title":"NotebookLM重大升级：智能体能力与高级推理","summary":"Google 旗下 NotebookLM 推出重大升级，新增对话中的智能体能力、更高级的推理，以及新的输出格式，可处理复杂的多步骤研究问题。该功能已面向 Google AI Ultra 订阅者开放。","recommendation":"NotebookLM 升级了智能体推理和多步研究能力，做 AI 编程、Agent 工作流整合的可以接 API 测一周，看能不能当研究助手用。","href":"./2026-06-09.html#item-tools-4","url":"https://x.com/NotebookLM/status/2064016460964585549","tags":["agent","industry"],"entities":["NotebookLM"],"gist":"NotebookLM升级智能体推理能力"},{"id":"2026-06-09-tools-05","date":"2026-06-09","section":"tools","sectionName":"工具与能力","source":"IT之家","title":"微信AI官宣内测：两种接入模式供开发者选择","summary":"微信AI今日官宣内测，开放平台提供两种接入模式：自动模式可授权平台读取小程序源码，无需额外开发即可让微信AI直接操作页面；开发模式下开发者可自主开发技能，审核后由微信AI调用。两种模式可同时开启。微信AI是微信内的AI助手，用户通过自然语言对话即可调用、访问和操作小程序。服务条款称\"微信AI\"可能非最终名称。接入与否不影响现有小程序服务。","recommendation":"微信AI开放内测，两种接入模式让小程序开发者不用写代码就能让AI操作页面。做AI短剧分发、小程序互动叙事的可以关注这个入口，省掉自建对话系统的成本。","href":"./2026-06-09.html#item-tools-5","url":"https://www.ithome.com/0/961/480.htm","tags":["agent","industry"],"entities":["微信AI"],"gist":"微信AI开放内测两种接入模式"},{"id":"2026-06-09-tools-06","date":"2026-06-09","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"OpenRouter Advisor 助小模型问高级模型","summary":"OpenRouter 推出 Advisor 新功能：允许低成本的「小模型」在遇到复杂问题时，自动向一个更高智能的「顾问」模型（如 GPT-4o、Claude 3.5 Sonnet）发起咨询，帮助小模型跳出推理困境或错误循环。该功能旨在降低 API 调用成本，让用户在不牺牲关键任务质量的前提下，将更多常规任务迁移到更便宜的模型上。","recommendation":"OpenRouter 新出的 Advisor 功能，让便宜小模型卡住时自动问贵模型，做 AI 短剧批量生产的可以接上省 API 成本，技术整合者直接跑一遍看效果。","href":"./2026-06-09.html#item-tools-6","url":"https://x.com/OpenRouter/status/2064004944613527730","tags":["agent","cost_open"],"entities":["OpenRouter","GPT-4o","Claude 3.5 Sonnet"],"gist":"OpenRouter Advisor让小模型咨询高级模型"},{"id":"2026-06-09-methods-01","date":"2026-06-09","section":"methods","sectionName":"方法与经验","source":"HuggingFace Daily Papers","title":"dots.tts 技术报告","summary":"dots.tts 是一个 2B 参数的开源连续自回归 TTS 模型，核心创新包括多目标训练的 AudioVAE 构建连续语音空间、全历史条件 flow-matching 头保证长文一致性、无奖励自纠正后训练提升鲁棒性。在 Seed-TTS-Eval 上中文 WER 0.94%、英文 1.30%、中文-hard 6.60%，SIM 分别为 81.0/77.1/79.5，达开源 SOTA。推理延迟低：输出流首包 85ms，双流 54ms。训练推理代码及检查点已开源。","recommendation":"2B 参数的开源 TTS 基座模型，中文 WER 低至 0.94%，推理首包 85ms。做 AI 配音、后期、虚拟角色对白的可以直接拉代码跑一遍，看音质和长文一致性够不够进生产管线。","href":"./2026-06-09.html#item-methods-1","url":"https://arxiv.org/abs/2606.07080","tags":["audio_voice","cost_open"],"entities":["dots.tts"],"gist":"开源TTS模型dots.tts技术报告"},{"id":"2026-06-09-methods-02","date":"2026-06-09","section":"methods","sectionName":"方法与经验","source":"@xiaohu","title":"小互开源视频翻译工具：一句话自动下载、转写、翻译、烧字幕","summary":"小互开源视频翻译工具，一句话指令即可全自动完成视频下载、Whisper本地转写、AI翻译润色、烧字幕、出文稿。转写本地运行不花API费，支持YouTube、B站、抖音等链接及本地文件，英语、日语、韩语、法语、西班牙语等均可转成中文字幕。字幕精确到词级时间戳，按语义断句，每行不超过12字，提供纯中文与中英双语模式。工具由三个子技能组成，可单独或串联使用，适配Claude Code、Codex等AI编程工具，已开源附安装指南。","recommendation":"后期和短剧团队做海外素材本地化、多语言字幕批量生产的，可以直接拉下来跑一遍，省掉手动转写翻译的环节。","href":"./2026-06-09.html#item-methods-2","url":"https://x.com/xiaohu/status/2063972223170556302","tags":["subtitle","tutorial","agent"],"entities":["Whisper","Claude Code","Codex"],"gist":"开源视频翻译工具自动转写烧字幕"},{"id":"2026-06-09-methods-03","date":"2026-06-09","section":"methods","sectionName":"方法与经验","source":"@perplexity_ai","title":"Perplexity与哈佛：AI智能体提效87%降本94%","summary":"Perplexity 与哈佛大学联合发布研究，对比自主 AI 智能体（Computer）与纯搜索界面在知识工作场景中的效率。3 个月实验数据显示，使用 Computer 的工人完成任务速度快 87%，成本低 94%，且用户满意度更高。研究指向从聊天界面转向自主智能体的工作流变革。","recommendation":"Perplexity 和哈佛联合出的研究，数据扎实：自主 AI 智能体比纯搜索快 87%、省 94% 成本。做 AI 工作流编排和自动化管线的技术整合者值得细读，制片人也可以拿这个数据去算团队提效空间。","href":"./2026-06-09.html#item-methods-3","url":"https://x.com/perplexity_ai/status/2064023455453110286","tags":["agent","industry"],"entities":["Perplexity"],"gist":"Perplexity与哈佛研究AI智能体提效降本"},{"id":"2026-06-09-methods-04","date":"2026-06-09","section":"methods","sectionName":"方法与经验","source":"@cuisitekp","title":"Openclaw 作者 Peter Steinberger 发推说别再写提示词了，你该为 Agent…","summary":"Openclaw 作者 Peter Steinberger 提出 Loop Engineering 概念，主张构建闭环系统替代手动写 Prompt 和盯 Agent 跑代码：系统自动 prompt agent、跑结果、判断对错、决定下一步。核心是从单次交互转向可自循环的任务设计。","recommendation":"做 AI 短剧批量生产或工具链整合的，可以看看 Loop Engineering 的思路——把 Agent 从单次对话变成自动闭环，省掉反复盯 Prompt 的人力。","href":"./2026-06-09.html#item-methods-4","url":"https://x.com/cuisitekp/status/2063902387736039847","tags":["agent","tutorial"],"entities":["Openclaw"],"gist":"Loop Engineering构建闭环Agent系统"},{"id":"2026-06-09-methods-05","date":"2026-06-09","section":"methods","sectionName":"方法与经验","source":"@EHuanglu","title":"AI 演员变得越来越吓人了…… 花了 2 天时间制作这部短片……如果你还觉得演员是安全的，我也没什么好说的……这太完了…","summary":"创作者 @EHuanglu 发布 AI 短片，声称耗时 2 天制作，主题聚焦 AI 演员对真人演员的冲击。推文附有提示词和工作流链接（buzzy 平台），但未公开具体模型、工具链或技术参数。","recommendation":"个人创作者 2 天出片，附了提示词和工作流链接，做 AI 短片的可以直接扒流程跑一遍，看 2 天能到什么质感。","href":"./2026-06-09.html#item-methods-5","url":"https://x.com/EHuanglu/status/2063992567516307760","tags":["case_study","short_drama","prompt"],"entities":["buzzy"],"gist":"AI短片2天制作展示演员冲击"},{"id":"2026-06-09-methods-06","date":"2026-06-09","section":"methods","sectionName":"方法与经验","source":"@mranti","title":"我已经不订阅DeepL，因为这两个月，我逐步写好了自己用的epub、pdf、OCRpdf的翻译程序，并发LLM引擎就用D…","summary":"个人开发者 Michael Anti 用 DeepSeek V4 Flash 自建 epub/pdf/OCRpdf 翻译程序，并发引擎加审查 fallback，称古文和汉语人名翻译效果远超 DeepL。","recommendation":"个人开发者用 DeepSeek V4 Flash 自建翻译管线，专治古文和汉语人名翻译痛点。搞 AI 后期字幕和本地化翻译的可以看看这个思路，自己搭一套也不难。","href":"./2026-06-09.html#item-methods-6","url":"https://x.com/mranti/status/2063805152797319676","tags":["subtitle","agent","tutorial"],"entities":["DeepSeek V4 Flash","DeepL"],"gist":"自建翻译程序处理古文和汉语人名"},{"id":"2026-06-09-works-01","date":"2026-06-09","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"18万积分手搓AI武侠《山海·剑歌》| 打爽就完事儿了","summary":"北京必火制作出品的AI武侠短片《山海·剑歌》，设定为古代废土西北地区的打劫事件，全片仅用Seedance 2.0单工具链制作，耗时一两个月，创作者自述人物一致性有瑕疵、视听语言不完美，但核心思路是“先做出来再说”。","recommendation":"废土武侠AI短片，全片只用Seedance 2.0单工具链搓完，做短剧的可以拉片看单工具链下的角色一致性和镜头处理，预算有限时怎么取舍。","href":"./2026-06-09.html#item-cases-1","url":"https://www.bilibili.com/video/BV1AY7Z6mEoX","tags":["case_study","short_drama","consistency"],"entities":["Seedance 2.0"],"gist":"AI武侠短片单工具链制作与一致性取舍"},{"id":"2026-06-10-industry-01","date":"2026-06-10","section":"industry","sectionName":"行业与平台","source":"@AnthropicAI","title":"RT @claudeai: Introducing Claude Fable 5: a Mythos-class…","summary":"Anthropic 发布 Claude Fable 5，定位为 Mythos 级模型，已做安全对齐可开放使用。能力超越此前所有 Claude 模型，具体参数和 API 接入细节待官方后续披露。","recommendation":"Anthropic 新模型发布，Mythos 级能力，做 AI 编程和 Agent 工作流的可以直接接 API 测一周，看推理和代码生成比前代强多少。","href":"./2026-06-10.html#item-industry-1","url":"https://x.com/AnthropicAI/status/2064394443856232582","tags":["agent","industry"],"entities":["Claude Fable 5"],"gist":"Anthropic发布Claude Fable 5模型"},{"id":"2026-06-10-industry-02","date":"2026-06-10","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"Direction goes in","summary":"LumaLabs 官方宣布 Ray3.2 模型发布，核心卖点是方向控制（Direction goes in, Cinema comes out），强调通过更精准的镜头方向指令生成电影感画面。具体能力点和参数需查看链接原文。","recommendation":"Luma 官宣 Ray3.2，主打方向控制让画面有电影感。做 AI 短剧和视觉的可以直接点链接看 demo 和参数，判断这次出片质感稳了多少。","href":"./2026-06-10.html#item-industry-2","url":"https://x.com/LumaLabsAI/status/2064358414143143954","tags":["video_gen","camera","film"],"entities":["LumaLabs","Ray3.2"],"gist":"Luma发布Ray3.2主打方向控制生成电影感画面"},{"id":"2026-06-10-industry-03","date":"2026-06-10","section":"industry","sectionName":"行业与平台","source":"@fal","title":"Bernini-R is now live on fal","summary":"fal平台上线Bernini-R模型，统一支持视频生成与指令式编辑：可替换物体、天气、背景、镜头角度或风格，同时保持场景结构不变；支持最多5张参考图像引导，实现角色/场景视觉一致性。已开放API调用。","recommendation":"一个模型搞定视频生成+指令编辑，还能用5张参考图锁风格一致性。做短剧和视觉开发的可以直接上fal测，省掉来回切工具的时间。","href":"./2026-06-10.html#item-industry-3","url":"https://x.com/fal/status/2064302830052053378","tags":["video_gen","control","consistency"],"entities":["fal","Bernini-R"],"gist":"fal上线Bernini-R支持视频生成与指令编辑"},{"id":"2026-06-10-industry-04","date":"2026-06-10","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"The Ray3","summary":"LumaLabs 发布 Ray3.2 API，定位电影级画质（cinematic-grade）的规模化视频生成，面向开发者、机构和企业的产品集成场景。API 已开放，可接入现有工具链。","recommendation":"Luma 把 Ray3 升级到 3.2 并开放 API，主打电影级画质和规模化生产。做 AI 短剧和视觉开发的可以直接接 API 测出片稳定性和风格一致性。","href":"./2026-06-10.html#item-industry-4","url":"https://x.com/LumaLabsAI/status/2064389582997897216","tags":["video_gen","film","cost_open"],"entities":["LumaLabs","Ray3.2"],"gist":"Luma开放Ray3.2 API面向开发者规模化视频生成"},{"id":"2026-06-10-industry-05","date":"2026-06-10","section":"industry","sectionName":"行业与平台","source":"@letz_ai","title":"Today, we've launched Canvas, our brand new agentic…","summary":"Letz AI 发布 Canvas，一个 Agent 工作台，可自动生成视频、网站、演示文稿等多种内容，并附有使用指南。","recommendation":"一个能同时出视频、网站、PPT 的 Agent 工作台，做短剧和视觉的可以蹲实测看它视频生成的质量和可控性。","href":"./2026-06-10.html#item-industry-5","url":"https://x.com/letz_ai/status/2064440279931691052","tags":["agent","video_gen"],"entities":["Letz AI","Canvas"],"gist":"Letz AI发布Canvas Agent工作台可生成视频网站等"},{"id":"2026-06-10-industry-06","date":"2026-06-10","section":"industry","sectionName":"行业与平台","source":"@fal","title":"@LumaLabsAI Also live: Luma's image model, UNI-1","summary":"LumaLabs 的 UNI-1 图像模型已上线，定位为多模态推理模型，能生成像素并具备参考图跟随和视觉智能能力，适用于风格统一的图像生成场景。","recommendation":"Luma 的 UNI-1 图像模型正式上线，主打多模态推理和参考图跟随，视觉师和做风格统一的可以直接上手测出图质感。","href":"./2026-06-10.html#item-industry-6","url":"https://x.com/fal/status/2064367753499214243","tags":["image_gen","control","consistency"],"entities":["LumaLabs","UNI-1"],"gist":"Luma上线UNI-1图像模型支持参考图跟随与风格统一"},{"id":"2026-06-10-industry-07","date":"2026-06-10","section":"industry","sectionName":"行业与平台","source":"Hacker News (Top)","title":"Microsoft's open source tools were hacked to steal…","summary":"微软开源工具遭供应链攻击，攻击者植入恶意代码窃取 AI 开发者的密码和凭证。该事件在 Hacker News 引发 523 分高热度讨论，涉及 AI 开发工具链的安全风险。","recommendation":"微软开源工具被植入后门窃取 AI 开发者凭证，搞 AI 工具链和 Agent 的这周自查一遍依赖和 CI/CD 管道。","href":"./2026-06-10.html#item-industry-7","url":"https://techcrunch.com/2026/06/08/microsofts-open-source-tools-were-hacked-to-steal-passwords-of-ai-developers/","tags":["industry","cost_open"],"entities":["Microsoft"],"gist":"微软开源工具遭供应链攻击窃取AI开发者凭证"},{"id":"2026-06-10-industry-08","date":"2026-06-10","section":"industry","sectionName":"行业与平台","source":"@letz_ai","title":"The LetzAI Canvas is a new type of workspace for AI artists…","summary":"LetzAI 发布 Canvas 工作区，重新设计了节点式 UI，支持在单一画布内创建网站、Pitch Deck、电影等多种内容类型，所有生成元素均可直接编辑修改，面向 AI 艺术家和创作者。","recommendation":"LetzAI 把节点式 UI 重做了一遍，能直接在里面出网站、Pitch Deck 甚至电影，所有元素可编辑。做 AI 工作流整合的可以点开看它跟 ComfyUI 比改了什么。","href":"./2026-06-10.html#item-industry-8","url":"https://x.com/letz_ai/status/2064360118897049681","tags":["agent","ideation","tutorial"],"entities":["LetzAI","ComfyUI"],"gist":"LetzAI发布可编辑节点式Canvas工作区"},{"id":"2026-06-10-industry-09","date":"2026-06-10","section":"industry","sectionName":"行业与平台","source":"@HeyGen","title":"Hyperframes is now an official @claudeai connector","summary":"Hyperframes 成为 Anthropic Claude 官方 MCP 连接器，可将 LLM 生成的密集文本自动转化为视频内容，运行在用户工作流中。官方称「文档被扫读，视频被理解」，并附有一段用 Hyperframes 制作的视频作为示例。","recommendation":"Hyperframes 成了 Claude 官方 MCP 连接器，能把文档自动转成视频。做 AI 后期和工具链整合的可以接上试试，省掉手动把文档转成视频素材的环节。","href":"./2026-06-10.html#item-industry-9","url":"https://x.com/HeyGen/status/2064385555480326405","tags":["agent","video_gen","case_study"],"entities":["Hyperframes","Claude"],"gist":"Hyperframes成为Claude官方MCP连接器"},{"id":"2026-06-10-industry-10","date":"2026-06-10","section":"industry","sectionName":"行业与平台","source":"@Skywork_ai","title":"Introducing the Designers Skill Pack on Skywork","summary":"Skywork 发布 Designers Skill Pack，一套从品牌识别到网站上线的全流程工具包，面向设计师级网站制作。具体包含哪些工具模块和 AI 能力需查看链接原文。","recommendation":"Skywork 出了一套从品牌到上线的网站设计工具包，做 AI 视觉和美术的可以看看工作流有没有可复用的环节。","href":"./2026-06-10.html#item-industry-10","url":"https://x.com/Skywork_ai/status/2064343280972906982","tags":["agent","art_design","tutorial"],"entities":["Skywork"],"gist":"Skywork发布设计师网站制作工具包"},{"id":"2026-06-10-tools-01","date":"2026-06-10","section":"tools","sectionName":"工具与能力","source":"Google DeepMind Blog","title":"Fluid, natural voice translation with Gemini 3…","summary":"Google DeepMind 发布 Gemini 3.5 Live Translate，在 Google AI Studio、Google Translate 和 Google Meet 中提供近实时、自然的语音翻译能力。该功能基于 Gemini 3.5 模型，支持多语言实时对话翻译，延迟低、语调自然，适用于配音、实时字幕、多语言会议等场景。","recommendation":"Google 把实时语音翻译塞进 AI Studio、Translate 和 Meet，延迟和自然度都升了一档。做 AI 配音、多语言字幕、虚拟角色对话的可以直接接 API 试一周，看能不能替代现有 TTS 翻译方案。","href":"./2026-06-10.html#item-tools-1","url":"https://deepmind.google/blog/fluid-natural-voice-translation-with-gemini-35-live-translate/","tags":["audio_voice","subtitle","agent"],"entities":["Gemini 3.5"],"gist":"Gemini 3.5实时语音翻译功能发布"},{"id":"2026-06-10-tools-02","date":"2026-06-10","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"1080p output across the model","summary":"LumaLabs 宣布其视频生成模型全线升级：输出分辨率提升至 1080p，Video-to-Video（V2V）时长延长至 20 秒，新增原生 HDR 生成和 16-bit EXR 导出能力，AI 生成画面可直接与实拍素材在 DaVinci Resolve 或 Nuke 中合成调色。","recommendation":"Luma 把视频生成拉到 1080p 和 20 秒 V2V，还支持原生 HDR 和 16-bit EXR 导出，后期可以直接叠实拍素材进 Nuke/Resolve 调色。做 AI 短片和视觉特效的可以实测一下合成管线兼容性。","href":"./2026-06-10.html#item-tools-2","url":"https://x.com/LumaLabsAI/status/2064396967812211158","tags":["video_gen","post_fx","color"],"entities":["LumaLabs","DaVinci Resolve","Nuke"],"gist":"Luma视频生成升级1080p和HDR支持"},{"id":"2026-06-10-tools-03","date":"2026-06-10","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"Take your content global, already","summary":"Pika Labs 推出 Language Swap 技能，通过 Pika MCP 实现视频内语言替换，支持口型同步和语音替换，让视频中的人物看起来像在说另一种语言。该功能面向视频本地化场景，适用于短剧出海、多语言配音、内容全球化分发等需求。","recommendation":"Pika 官方出的视频语言替换技能，口型同步+语音替换一条龙，做短剧出海和后期配音的可以直接装 MCP 跑一遍，省掉传统配音对口型的麻烦。","href":"./2026-06-10.html#item-tools-3","url":"https://x.com/pika_labs/status/2064408753139835091","tags":["lipsync","audio_voice","short_drama"],"entities":["Pika Labs","Pika MCP"],"gist":"Pika推出视频语言替换技能"},{"id":"2026-06-10-tools-04","date":"2026-06-10","section":"tools","sectionName":"工具与能力","source":"@replicate","title":"Claude Fable 5 from @AnthropicAI is now generally available…","summary":"Anthropic 的 Claude Fable 5 模型现已在 Replicate 平台正式开放 API 调用，开发者可直接通过 Replicate 接口使用该模型，无需等待 Anthropic 官方直接开放。","recommendation":"Claude 最新模型通过 Replicate 开放 API，做 AI 编程和工具链集成的可以直接接上跑工作流，不用等官方排队。","href":"./2026-06-10.html#item-tools-4","url":"https://x.com/replicate/status/2064417036243996707","tags":["agent","cost_open"],"entities":["Claude Fable 5","Replicate"],"gist":"Claude Fable 5 通过 Replicate 开放 API"},{"id":"2026-06-10-tools-05","date":"2026-06-10","section":"tools","sectionName":"工具与能力","source":"@MoveAI_","title":"Incredibly excited to show the MOVE solve running on…","summary":"Move AI 宣布其混合无标记动捕方案（MOVE solve）已成功运行在 Qualysis 光学摄像系统上，实现即时（on premise）解算，无需标记点，适用于任何拍摄视频的光学系统。从演示看数据质量很高，意味着传统光学动捕棚可以无缝接入 AI 无标记工作流，省去贴点、清理数据等后期环节。","recommendation":"Move AI 的无标记动捕方案跑通了 Qualysis 光学系统，做虚拟制片和后期动捕的可以直接接自家光学棚测数据质量。","href":"./2026-06-10.html#item-tools-5","url":"https://x.com/MoveAI_/status/2064284179236372808","tags":["performance","three_d","case_study"],"entities":["Move AI","Qualysis"],"gist":"Move AI 无标记动捕方案适配 Qualysis 光学系统"},{"id":"2026-06-10-tools-06","date":"2026-06-10","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Your first take doesn't have to be perfect anymore","summary":"HeyGen 推出视频录制自动修词功能，可自动清除填充词、尴尬停顿、口误和重录片段，无需重新录制或手动重建剪辑。适用于口播、配音、短剧对白等场景，降低后期修音修词工作量。","recommendation":"HeyGen 给视频录制加了自动修词功能，后期不用再手动剪掉口吃和空白，做口播和短剧配音的可以省一版粗剪时间。","href":"./2026-06-10.html#item-tools-6","url":"https://x.com/HeyGen/status/2064468358163259730","tags":["editing","avatar","short_drama"],"entities":["HeyGen"],"gist":"HeyGen 视频录制自动清除填充词和口误"},{"id":"2026-06-10-tools-07","date":"2026-06-10","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Easily reformat your videos to different aspect ratios, so…","summary":"Runway 官方宣布其视频编辑工具新增一键重裁视频至不同宽高比的功能，支持横屏、竖屏、方形等主流比例，适配不同社媒平台分发需求。该功能直接集成在 Runway 现有编辑工作流中，无需手动裁剪或重渲染。","recommendation":"Runway 官方推的横竖屏一键重裁功能，做短剧和社媒分发的后期可以直接省掉手动重剪的功夫，点开链接看支持哪些比例。","href":"./2026-06-10.html#item-tools-7","url":"https://x.com/runwayml/status/2064350871048077756","tags":["editing","short_drama"],"entities":["Runway"],"gist":"Runway 新增一键重裁视频宽高比功能"},{"id":"2026-06-10-tools-08","date":"2026-06-10","section":"tools","sectionName":"工具与能力","source":"@umesh_ai","title":"Adobe for creativity in Claude makes creative edits feel so…","summary":"Adobe 创意工具集成至 Claude，用户可在对话中直接调用设计、视频、照片工作流的 Skills 模块（如 Portrait Retouch 人像修图），无需切换软件即可完成创意编辑。","recommendation":"Adobe 创意工具直接嵌入 Claude 对话，修图、调色、视频剪辑都能在聊天里调技能模块。做视觉和后期的不妨装起来试一轮，看能不能省掉来回切软件的功夫。","href":"./2026-06-10.html#item-tools-8","url":"https://x.com/umesh_ai/status/2064383502985154597","tags":["agent","post_fx","color"],"entities":["Adobe","Claude"],"gist":"Adobe 创意工具集成至 Claude 对话"},{"id":"2026-06-10-tools-09","date":"2026-06-10","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"RT @patrickcarlyle: Shipping, shipping, and more shipping","summary":"LumaLabs 官方 X 账号转推 @patrickcarlyle 的推文，内容仅提及「Shipping, shipping, and more shipping. Enjoy Ray 3.2」，暗示 Ray 3.2 版本已上线或即将推送，但未公开具体更新内容、能力点或参数细节。","recommendation":"Luma 官号转推暗示 Ray 3.2 更新，具体能力未知，做 AI 视频的可以蹲一下看是不是出片质量或工作流有变化。","href":"./2026-06-10.html#item-tools-9","url":"https://x.com/LumaLabsAI/status/2064440542361215418","tags":["video_gen","industry"],"entities":["LumaLabs","Ray 3.2"],"gist":"Luma 暗示 Ray 3.2 版本更新"},{"id":"2026-06-10-methods-01","date":"2026-06-10","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Turn a simple idea into a storyboard, then generate the…","summary":"ComfyUI 官方发布 Seedance 2.0 集成工作流：用 LLM 将一句话创意自动拆解为分镜级场景描述，可搭配参考图直接送入 Seedance 2.0 生成视频。从创意到分镜到出片一条线走通，无需手动编写逐段 prompt。","recommendation":"ComfyUI 官方出的 Seedance 2.0 工作流，从一句话创意到分镜再到出片一条线走通，做短剧和编导的可以直接套用跑一遍，省掉手动拆 prompt 的功夫。","href":"./2026-06-10.html#item-methods-1","url":"https://x.com/ComfyUI/status/2064397275993100725","tags":["storyboard","video_gen","agent","tutorial"],"entities":["ComfyUI","Seedance 2.0"],"gist":"ComfyUI集成Seedance 2.0，LLM拆解创意为分镜"},{"id":"2026-06-10-methods-02","date":"2026-06-10","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"The concept is simple:","summary":"HeyGen 官方展示了一条全自动广告制作链路：Claude Code 写代码 → HyperFrames 生成视觉素材 → HeyGen MCP/CLI 驱动数字人出镜 → 最终渲染出完整的 Ollama 品牌广告。整个流程由 Agent 自主完成，无需人工介入。","recommendation":"一条从 Claude Code 到 HeyGen 全自动出广告的 Agent 链路，做短剧批量生产和工具链整合的可以直接抄工作流跑一遍。","href":"./2026-06-10.html#item-methods-2","url":"https://x.com/HeyGen/status/2064073875659559321","tags":["agent","commercial","avatar","case_study"],"entities":["HeyGen","Claude Code","HyperFrames"],"gist":"HeyGen展示Agent全自动制作广告链路"},{"id":"2026-06-10-methods-03","date":"2026-06-10","section":"methods","sectionName":"方法与经验","source":"OpenAI Blog","title":"What Codex unlocks for Notion","summary":"OpenAI 发布 Notion 使用 Codex 的客户案例：Notion 用 Codex 一次性生成技术规格文档、为网页端构建 AI 语音输入功能、并让小团队实现工程产出倍增。案例展示了 Codex 在代码生成、语音交互和团队效率提升三个场景的实际落地效果。","recommendation":"OpenAI 官方客户案例，讲 Notion 用 Codex 一次生成技术规格、做网页端 AI 语音输入、小团队放大工程产出。做 AI 工具链整合和 Agent 工作流的可以当参考模板看。","href":"./2026-06-10.html#item-methods-3","url":"https://openai.com/index/notion","tags":["agent","case_study","industry"],"entities":["Codex","Notion"],"gist":"Notion用Codex提升工程效率与语音功能"},{"id":"2026-06-10-methods-04","date":"2026-06-10","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"I can't believe this actually works 🤯","summary":"创作者 @CharaspowerAI 演示了 Higgsfield 平台上的 Seedance 2.0 功能：在静态图像上随意画几根红色箭头，模型即自动理解并生成对应的镜头运动轨迹，输出电影级飞越镜头，无需时间线或相机参数设置。","recommendation":"在图上随手画几根红箭头就能控制镜头运动，做分镜和视觉的可以点开看效果，省掉 timeline 和相机参数。","href":"./2026-06-10.html#item-methods-4","url":"https://x.com/CharaspowerAI/status/2063938450823184689","tags":["camera","video_gen","control","tutorial"],"entities":["Higgsfield","Seedance 2.0"],"gist":"Seedance 2.0画箭头控制镜头运动"},{"id":"2026-06-10-methods-05","date":"2026-06-10","section":"methods","sectionName":"方法与经验","source":"@ideogram_ai","title":"RT @transformerlab: Our lab built the highest-quality…","summary":"Transformer Lab 发布 Ideogram 4 的消费级 GPU 量化方案，Q4_K 版本在显存占用和出图质量之间做了平衡，让原本需要高端显卡的模型能在普通消费卡上运行。","recommendation":"Transformer Lab 搞定了 Ideogram 4 的消费级显卡量化，做 AI 视觉和本地部署的可以跑一遍 Q4_K 看看出图质量损失多少。","href":"./2026-06-10.html#item-methods-5","url":"https://x.com/ideogram_ai/status/2064460115638366508","tags":["cost_open","image_gen","tutorial"],"entities":["Ideogram 4","Transformer Lab"],"gist":"Ideogram 4消费级GPU量化方案发布"},{"id":"2026-06-10-methods-06","date":"2026-06-10","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Frame Adjustments Demo:","summary":"ComfyUI官方账号转发@heydoughogan的AI电影制作工作流演示，核心观点：最佳工作流不是找一个万能模型，而是为不同镜头混搭不同模型，并用LLM编写prompt再逐模型适配。视频演示了帧级调整的具体操作。","recommendation":"讲的是不同镜头混搭不同模型、用LLM写prompt再逐模型适配的思路，做AI短剧和视觉的可以点开看具体怎么拆镜头配模型。","href":"./2026-06-10.html#item-methods-6","url":"https://x.com/ComfyUI/status/2064442039975268482","tags":["tutorial","video_gen","prompt","editing"],"entities":["ComfyUI"],"gist":"AI电影制作混搭模型与LLM写prompt"},{"id":"2026-06-10-methods-07","date":"2026-06-10","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"I just spoke Japanese without knowing Japanese","summary":"创作者 @MayorKingAI 分享用 Pika MCP 配合 Language Swap Skill 实现 AI 日语配音，用自己的声音说出不熟悉的语言，适用于多语言内容本地化和配音场景。","recommendation":"个人创作者用 Pika MCP + Language Swap 实现 AI 配音日语，做后期和配音的可以看看这个工作流，省掉真人配音和语言学习成本。","href":"./2026-06-10.html#item-methods-7","url":"https://x.com/MayorKingAI/status/2064416905059065911","tags":["audio_voice","agent","tutorial"],"entities":["Pika MCP","Language Swap"],"gist":"用Pika MCP和Language Swap实现AI日语配音"},{"id":"2026-06-10-methods-08","date":"2026-06-10","section":"methods","sectionName":"方法与经验","source":"@umesh_ai","title":"Make every unboxing feel premium","summary":"Leonardo AI 发布一个 Blueprint 模板，可将产品与包装图自动转为 10 秒竖屏开箱视频，仅含手部交互，面向营销和内容创作者。模板链接内含具体工作流步骤。","recommendation":"Leonardo AI 官方出的开箱视频模板，10 秒竖屏、只拍手部动作，做电商视觉和产品短片的可以直接套用这个 Blueprint 跑一遍。","href":"./2026-06-10.html#item-methods-8","url":"https://x.com/umesh_ai/status/2064047751026081821","tags":["video_gen","commercial","tutorial"],"entities":["Leonardo AI"],"gist":"Leonardo AI发布开箱视频Blueprint模板"},{"id":"2026-06-10-methods-09","date":"2026-06-10","section":"methods","sectionName":"方法与经验","source":"@lovart_ai","title":"RT @mxvdxn: Most of my video work is heavily rely on…","summary":"创作者 @mxvdxn 分享其视频工作流中角色表（character sheets）的迭代过程：从最初仅 3 视图的简单设计，逐步演进到更精细的版本。该推文为个人经验分享，未公开具体工具链或工作流细节。","recommendation":"个人创作者分享角色表从简到繁的迭代思路，做 AI 动画和短剧的视觉师可以看看角色一致性怎么靠前期设计卡住。","href":"./2026-06-10.html#item-methods-9","url":"https://x.com/lovart_ai/status/2063970286073196974","tags":["consistency","art_design","case_study"],"entities":[],"gist":"创作者分享角色表迭代提升角色一致性"},{"id":"2026-06-10-methods-10","date":"2026-06-10","section":"methods","sectionName":"方法与经验","source":"@underwoodxie96","title":"I made a new Sailor Moon live-action transformation video","summary":"个人创作者 @underwoodxie96 用 AI 制作《美少女战士》真人变身视频，完整工作流、prompt 和 Canvas 分享链接已公开在评论区。视频为单角色变身片段，非完整叙事作品。","recommendation":"个人创作者用 AI 做美少女战士真人变身视频，工作流和 prompt 都公开在评论区，做角色动画和视觉特效的可以直接套用跑一遍。","href":"./2026-06-10.html#item-methods-10","url":"https://x.com/underwoodxie96/status/2064372524159586408","tags":["video_gen","animation","tutorial"],"entities":[],"gist":"AI制作美少女战士真人变身视频工作流"},{"id":"2026-06-10-works-01","date":"2026-06-10","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"RT @DreamLabLA: Unveiling the magic behind our Ray3","summary":"LumaLabsAI 转发 DreamLabLA 的 AI 短片《Ray3.2》预告片，已上线可观看。主打全控制面（full control surface）和电影级画质，强调导演对画面方向的控制力。","recommendation":"Luma 官号转发的 AI 短片预告片，主打全控制面和电影级画质，做 AI 视觉和短剧的可以拉片看镜头质感和控制力表现。","href":"./2026-06-10.html#item-cases-1","url":"https://x.com/LumaLabsAI/status/2064412196818543038","tags":["film","case_study","control"],"entities":["LumaLabsAI","Ray3.2"],"gist":"LumaAI短片Ray3.2预告片展示全控制面"},{"id":"2026-06-10-works-02","date":"2026-06-10","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"AI微电影｜《午夜髮廊》（12分钟）","summary":"小红书作者ROBBBB-Shorts的AI微电影《午夜髮廊》，12分钟短片，悬疑剧情向题材。个人创作者独立完成的长叙事AI作品。","recommendation":"小红书作者ROBBBB-Shorts的12分钟AI微电影，题材偏悬疑剧情向，做AI短剧的可以拉片看长叙事和氛围营造怎么处理。","href":"./2026-06-10.html#item-cases-2","url":"https://www.xiaohongshu.com/explore/6a240e83000000002202297e","tags":["film","short_drama","case_study"],"entities":[],"gist":"12分钟AI微电影午夜髮廊悬疑剧情"},{"id":"2026-06-11-industry-01","date":"2026-06-11","section":"industry","sectionName":"行业与平台","source":"公众号","title":"火山方舟版权商业化平台上线，周星驰比高集团三大电影IP首批入驻","summary":"火山引擎今日上线火山方舟版权商业化平台，搭载Seedance 2.0模型，首批获得《喜剧之王》《食神》《长江七号》AI视频创作版权，并推出经典桥段创作模板。模板已开放至体验中心及Kickart，同时接入LibTV、丽帧引擎等合作伙伴，支持UGC和商业广告场景的分润制、项目制变现。","recommendation":"火山方舟拿下周星驰三部IP，Seedance 2.0经典桥段模板已上线，短剧和广告团队可直接套用跑分润。","href":"./2026-06-11.html#item-industry-1","url":"https://mp.weixin.qq.com/s/g3DxNO_3aYI4g26gQ2Yvig","tags":["industry","video_gen","short_drama","commercial"],"entities":["火山方舟","Seedance 2.0","Kickart","LibTV","丽帧引擎"],"gist":"火山方舟版权平台上线，周星驰IP模板支持短剧广告变现"},{"id":"2026-06-11-industry-02","date":"2026-06-11","section":"industry","sectionName":"行业与平台","source":"@comfyui","title":"This Neo-Noir Cyberpunk world made with @ideogram_ai is…","summary":"Ideogram AI 模型参数 9.3B，支持原生 2K 分辨率、开放权重可下载微调本地运行。具备复杂场景无瑕疵排版、原生背景透明和结构化布局控制功能。","recommendation":"Ideogram 新模型 9.3B 参数、原生 2K、分开放权重可本地跑，视觉师和设计团队可重点看复杂场景排版与透明背景控制。","href":"./2026-06-11.html#item-industry-2","url":"https://x.com/ComfyUI/status/2064766450632679889","tags":["image_gen","cost_open"],"entities":["Ideogram"],"gist":"Ideogram新模型9.3B参数支持2K和透明背景"},{"id":"2026-06-11-industry-03","date":"2026-06-11","section":"industry","sectionName":"行业与平台","source":"@alibaba_cloud","title":"阿里云AI Showrunner Arena邀请赛，用视频模型自动化短剧制作","summary":"阿里云举办AI Showrunner Arena邀请赛，要求参赛者使用Wan和HappyHorse等视频模型构建能运行整条短剧制作管线的AI智能体，自动化脚本编写、分镜和剪辑环节，总奖金池超过70,000美元。","recommendation":"阿里云官方发起的短剧全流程AI Agent竞赛，用Wan/HappyHorse模型自动化脚本-分镜-剪辑，7万美元奖金池，做短剧管线和Agent的团队值得报名实测。","href":"./2026-06-11.html#item-industry-3","url":"https://x.com/alibaba_cloud/status/2064512960563679606","tags":["agent","short_drama","video_gen","script","editing"],"entities":["Wan","HappyHorse"],"gist":"阿里云AI短剧制作Agent竞赛，自动化脚本分镜剪辑"},{"id":"2026-06-11-industry-04","date":"2026-06-11","section":"industry","sectionName":"行业与平台","source":"@googlecloud","title":"TPU 8 will be a massive leap forward in energy…","summary":"Google Cloud 官方账号发布 TPU 8 相关信息，称其能效将大幅提升，PPW 指标比 Ironwood 高出最多 2 倍。同时强调可持续性不仅依赖下一代芯片，而是日常优化整个生产舰队的效率，并附有相关链接。","recommendation":"Google Cloud 官宣 TPU 8 能效比 Ironwood 提升 2 倍，做大规模训练和推理的团队可关注后续能耗成本变化。","href":"./2026-06-11.html#item-industry-4","url":"https://x.com/googlecloud/status/2064811581725147162","tags":["industry","cost_open"],"entities":["TPU 8","Ironwood"],"gist":"Google TPU 8能效提升2倍，关注算力成本"},{"id":"2026-06-11-industry-05","date":"2026-06-11","section":"industry","sectionName":"行业与平台","source":"@MoveAI_","title":"We have been working on some incredibly exciting innovation…","summary":"MoveAI 官方推文表示正在开发实时无标记动作捕捉系统，灵感来自松下的红外身体追踪投影技术，目前处于幕后研发阶段，配有链接。","recommendation":"MoveAI 正在开发实时无标记动作捕捉系统，视觉和动画团队可关注后续实测和集成可能性。","href":"./2026-06-11.html#item-industry-5","url":"https://x.com/MoveAI_/status/2064663492901163124","tags":["performance","animation"],"entities":["MoveAI"],"gist":"MoveAI研发实时无标记动作捕捉系统"},{"id":"2026-06-11-tools-01","date":"2026-06-11","section":"tools","sectionName":"工具与能力","source":"@ideogram_ai","title":"RT @fal: Ideogram V4 Trainer is now live on fal","summary":"fal 平台上线 Ideogram V4 Trainer，支持使用 LoRA 对 Ideogram V4 进行微调，可基于自有图像训练自定义风格或角色。","recommendation":"Ideogram V4 现已在 fal 上线 LoRA 训练器，视觉师和短剧团队可直接上传自有图像训练自定义角色或风格。","href":"./2026-06-11.html#item-tools-1","url":"https://x.com/ideogram_ai/status/2064756345404887404","tags":["image_gen","tutorial","cost_open"],"entities":["Ideogram V4","fal","LoRA"],"gist":"fal上线Ideogram V4 LoRA训练器，可微调风格角色"},{"id":"2026-06-11-tools-02","date":"2026-06-11","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Your AI agent can now add HeyGen to its own stack","summary":"HeyGen 宣布与 Stripe Projects 集成，AI Agent 可自动发现 HeyGen 服务、完成配置、存储凭证并自动支付视频生成费用，无需人工注册或手动输入 API key。","recommendation":"HeyGen 通过 Stripe Projects 让 AI Agent 自动完成服务发现、凭证存储和付费视频生成，无需人工注册或贴 API key，集成方可直接测试全自动工作流。","href":"./2026-06-11.html#item-tools-2","url":"https://x.com/HeyGen/status/2064729845767290940","tags":["agent","video_gen","industry"],"entities":["HeyGen","Stripe Projects"],"gist":"HeyGen与Stripe集成，AI Agent自动完成视频生成付费"},{"id":"2026-06-11-tools-03","date":"2026-06-11","section":"tools","sectionName":"工具与能力","source":"@xai","title":"Grok Voice offers state-of-the-art performance with…","summary":"xAI 官方账号发布 Grok Voice 功能，宣称其在 timing、tone 和 warmth 上达到 state-of-the-art 水平，且价格仅为竞品的一小部分。提供链接供用户查看具体表现。","recommendation":"xAI 官推强调 Grok Voice 的语气、节奏和温度接近真人，价格仅为竞品几分之一，做 AI 配音和虚拟角色对话的后期团队可以直接点链接试用。","href":"./2026-06-11.html#item-tools-3","url":"https://x.com/xai/status/2064777588036530309","tags":["audio_voice","avatar"],"entities":["Grok Voice"],"gist":"xAI发布Grok Voice，强调拟人语气与低价"},{"id":"2026-06-11-tools-04","date":"2026-06-11","section":"tools","sectionName":"工具与能力","source":"@fal","title":"Bria’s Video Background Removal 3","summary":"Bria 的 Video Background Removal 3.0 已上线 fal 平台，支持任意视频背景去除、实时直播和摄像头模式，可自定义背景颜色、图像或可调节模糊效果，由 VRMBG 3.0 驱动并获商业使用授权。","recommendation":"Bria VRMBG 3.0 视频抠像工具已上线 fal，支持实时直播和自定义背景/模糊，商业授权可用，后期和短剧团队可直接接入测试。","href":"./2026-06-11.html#item-tools-4","url":"https://x.com/fal/status/2064704904610922771","tags":["post_fx","video_gen"],"entities":["Bria","VRMBG 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消耗、缓存命中率和智能体使用，省去自建监控的麻烦。","href":"./2026-06-11.html#item-tools-6","url":"https://x.com/OpenRouter/status/2064730000956489889","tags":["agent","industry"],"entities":["OpenRouter"],"gist":"OpenRouter推出Activity explorer，监控模型API使用"},{"id":"2026-06-11-tools-07","date":"2026-06-11","section":"tools","sectionName":"工具与能力","source":"@Alibaba_Wan","title":"Give your images a whole new perspective","summary":"Alibaba Wan 推出 Fisheye Lens 工具，支持将普通图像一键转为超广角圆形鱼眼视图。用户上传任意图片即可即时生成效果。","recommendation":"Alibaba Wan 上线 Fisheye Lens，上传图片即可生成超广角圆形鱼眼效果，视觉师可直接拿来测试新视角和构图。","href":"./2026-06-11.html#item-tools-7","url":"https://x.com/Alibaba_Wan/status/2064609754920726804","tags":["image_gen","camera"],"entities":["Alibaba Wan","Fisheye Lens"],"gist":"阿里Wan推出鱼眼镜头工具，一键生成超广角效果"},{"id":"2026-06-11-tools-08","date":"2026-06-11","section":"tools","sectionName":"工具与能力","source":"@Google","title":"Search will be able to build you custom experiences with…","summary":"Google 官方宣布，Search 将在未来几个月内支持使用 Antigravity 构建自定义体验（如 mini apps），首批面向美国 Google AI Pro 和 Ultra 订阅用户。","recommendation":"Google Search 未来几个月将支持 Antigravity 构建 mini apps 式自定义体验，先面向美国 AI Pro/Ultra 用户。做工具整合和 Agent 的可以关注后续开放情况。","href":"./2026-06-11.html#item-tools-8","url":"https://x.com/Google/status/2064724772861235339","tags":["agent","industry"],"entities":["Antigravity"],"gist":"Google Search将支持Antigravity构建自定义体验"},{"id":"2026-06-11-tools-09","date":"2026-06-11","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"Create more with Nano Banana on FLORA","summary":"FLORA 官方宣布，Starter 套餐周末及非高峰时段免费获得 NB2 + NBP 使用权，至 7 月 1 日止；Pro 套餐 24/7 全时段可用，生成上限 100 张/小时。","recommendation":"FLORA 把 Nano Banana（NB2 + NBP）生成权限直接打包进 Starter/Pro 套餐，Starter 周末+低峰免费用，Pro 全天 100 张/小时，批量出图的可以按这个配额算成本。","href":"./2026-06-11.html#item-tools-9","url":"https://x.com/floraai/status/2064790341497053430","tags":["image_gen","cost_open"],"entities":["Nano Banana","FLORA"],"gist":"FLORA套餐免费提供Nano Banana生成权限"},{"id":"2026-06-11-tools-10","date":"2026-06-11","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"Level Up Your Audio 🎤 Try These 5 Free Commercial Voices Now","summary":"FishAudio 官方账号发布 5 个免费商用 TTS 声音，支持 voiceover 用途。","recommendation":"FishAudio 开放 5 个免费商用声音，AI 短剧和后期配音团队可直接试用降低成本。","href":"./2026-06-11.html#item-tools-10","url":"https://x.com/FishAudio/status/2064710111906435211","tags":["audio_voice","cost_open"],"entities":["FishAudio"],"gist":"FishAudio发布5个免费商用TTS声音"},{"id":"2026-06-11-methods-01","date":"2026-06-11","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Mattes and Utilities Demo:","summary":"VFX artist @heydoughogan 在 ComfyUI 中演示 workflow，能直接从 footage 生成 production-ready utility passes，包括 prompt-based background removal (RMBG)。无需手动 rotoscoping。","recommendation":"ComfyUI 用户可直接参考这个 workflow，用 prompt-based RMBG 快速生成 production-ready utility passes，省掉手动 rotoscoping。","href":"./2026-06-11.html#item-methods-1","url":"https://x.com/ComfyUI/status/2064804378457096621","tags":["post_fx","tutorial"],"entities":["ComfyUI"],"gist":"ComfyUI工作流实现提示词背景移除"},{"id":"2026-06-11-methods-02","date":"2026-06-11","section":"methods","sectionName":"方法与经验","source":"@shao__meng","title":"Text-To-Lottie：Agent Skill + 本地预览 Harness，让 Agent 生成 Lottie…","summary":"开源项目 Text-To-Lottie 提供 Agent Skill 和本地预览工具，安装命令 npx skills add diffusionstudio/lottie。Agent 可生成标准 Bodymovin JSON，通过 Skottie 渲染引擎在浏览器实时验收，支持 Slots 调整颜色尺寸及 URL 参数精确定位帧。Prompt 指南强调具体素材、动效术语、镜头模拟和时间规格锁定。适用于单场景短时长 Motion Graphics、SVG 转 Lottie 和透明背景矢量动效。","recommendation":"做 motion graphics 的可以直接装这个 Agent Skill，让 Codex/Claude/Cursor 输出标准 Lottie JSON，本地 Skottie 实时预览验收，适合单场景矢量动画和数据可视化。","href":"./2026-06-11.html#item-methods-2","url":"https://x.com/shao__meng/status/2064508455051043008","tags":["agent","animation","tutorial"],"entities":["Text-To-Lottie","Skottie"],"gist":"开源项目让Agent生成Lottie动画并预览"},{"id":"2026-06-11-methods-03","date":"2026-06-11","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"How much of this video do you think was edited by hand","summary":"HeyGen 分享一段视频，所有 motion graphics、captions、lower thirds 和 transitions 均通过 Claude Code + HyperFrames 的单一提示词生成，无任何手动编辑。完整拆解见 YouTube 链接。","recommendation":"HeyGen 演示用 Claude Code + HyperFrames 单提示词生成完整视频，所有 motion graphics、字幕、lower thirds、转场均为 0 手动，后期团队可直接参考此工作流实测。","href":"./2026-06-11.html#item-methods-3","url":"https://x.com/HeyGen/status/2064838554363293810","tags":["agent","editing","case_study"],"entities":["HeyGen","Claude Code","HyperFrames"],"gist":"HeyGen演示单提示词生成完整视频"},{"id":"2026-06-11-methods-04","date":"2026-06-11","section":"methods","sectionName":"方法与经验","source":"@elevenlabs","title":"Headspace, the world’s leading everyday mental health…","summary":"Headspace 使用 ElevenProductions 将 wellness 内容本地化，使其面向全球观众。该案例强调仅英语版本难以覆盖全球用户，需通过工具实现多语言可及性。","recommendation":"ElevenLabs 官号分享 Headspace 用 ElevenProductions 做多语言本地化，做配音和内容出海的团队可当客户案例参考。","href":"./2026-06-11.html#item-methods-4","url":"https://x.com/ElevenLabs/status/2064739004885447006","tags":["audio_voice","case_study","commercial"],"entities":["ElevenProductions","ElevenLabs"],"gist":"Headspace用ElevenProductions做多语言配音本地化案例"},{"id":"2026-06-11-methods-05","date":"2026-06-11","section":"methods","sectionName":"方法与经验","source":"@heyglif","title":"Same brand kit workflow, different upload","summary":"Heyglif 展示同一品牌套件工作流应用于芬兰清洁产品商业广告，从品牌素材生成音乐、配音、字幕和完整广告片。声称一个工作流可覆盖所有品牌。","recommendation":"Glif 品牌套件工作流实测，这次直接套用在芬兰清洁用品广告上，音乐、配音、字幕和整支成片全部从同一套品牌素材生成，广告和品牌内容团队可直接复制。","href":"./2026-06-11.html#item-methods-5","url":"https://x.com/heyglif/status/2064764059598098689","tags":["commercial","audio_music","audio_voice","subtitle","case_study"],"entities":["Heyglif","Glif"],"gist":"Glif品牌套件工作流生成芬兰清洁产品广告全要素"},{"id":"2026-06-11-methods-06","date":"2026-06-11","section":"methods","sectionName":"方法与经验","source":"@nicekate8888","title":"Claude Fable 5 实测：强是真的强，贵也是真的贵","summary":"用户实测 Claude Fable 5 在三个硬核场景的表现：复杂动态视觉（纤夫拉船）、3D 风格化设计（体素露营房车）、高密度逻辑仿真（交通仿真），认为能力强劲但成本较高，完整视频见线程。","recommendation":"实测 Claude Fable 5 在复杂动态视觉、3D 风格化和高密度逻辑仿真三个场景的表现，视觉师和编导可直接看线程里的具体案例。","href":"./2026-06-11.html#item-methods-6","url":"https://x.com/nicekate8888/status/2064581440835297458","tags":["video_gen","three_d","tutorial","cost_open"],"entities":["Claude Fable 5"],"gist":"实测Claude Fable 5在视觉与3D场景表现及成本"},{"id":"2026-06-11-methods-07","date":"2026-06-11","section":"methods","sectionName":"方法与经验","source":"公众号","title":"百度百舸联合复旦提出LU-KV框架，被ICML 2026录用","summary":"百度百舸与复旦提出LU-KV框架，将头级KV Cache预算分配建模为长程边际效用全局组合优化问题。通过离线画像估计注意力头边际贡献曲线，结合凸包松弛与贪心求解器，在LongBench和RULER上实现80%压缩比下性能损失较小，同时降低显存占用和推理延迟，可适配SnapKV、KeyDiff等多类方法。论文被ICML 2026录用。","recommendation":"做长上下文推理和批量生成的团队可关注，80% KV压缩下性能损失小，能直接降低显存和延迟，适合短剧/长视频流水线集成。","href":"./2026-06-11.html#item-methods-7","url":"https://mp.weixin.qq.com/s/oKhawmph49YYPR63T-ekaw","tags":["cost_open","industry"],"entities":["LU-KV","SnapKV","KeyDiff"],"gist":"百度复旦提出LU-KV框架压缩KV缓存降显存延迟"},{"id":"2026-06-11-methods-08","date":"2026-06-11","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"If your input video already has a transparent background…","summary":"ComfyUI 中 Bria Remove Video Background (Transparent) Node 可将已有透明背景的输入视频替换为其他纯色背景。该节点针对透明输入设计，用于背景颜色快速切换。","recommendation":"ComfyUI 用户处理透明背景视频时，可直接用 Bria 的透明节点换色，适合需要快速背景替换的视觉后期流程。","href":"./2026-06-11.html#item-methods-8","url":"https://x.com/ComfyUI/status/2064702896029958418","tags":["post_fx","tutorial"],"entities":["ComfyUI"],"gist":"ComfyUI节点替换透明背景视频为纯色背景"},{"id":"2026-06-11-methods-09","date":"2026-06-11","section":"methods","sectionName":"方法与经验","source":"@LumaLabsAI","title":"RT @DreamLabLA: Everything created with the @LumaLabsAI…","summary":"LumaLabsAI 转发 DreamLabLA 内容，展示使用 Luma agent 创建角色、世界、音乐、SFX、图形等全部元素，随后由 Ray3.2 驱动成片。","recommendation":"Luma agent 用户案例，展示从角色、世界到音乐音效的批量生成流程，做 AI 短剧和视觉开发的可以直接参考。","href":"./2026-06-11.html#item-methods-9","url":"https://x.com/LumaLabsAI/status/2064846164311044271","tags":["agent","video_gen","audio_music","audio_sfx","case_study"],"entities":["LumaLabsAI","Luma","Ray3.2"],"gist":"Luma agent批量生成角色世界音乐音效并成片"},{"id":"2026-06-11-methods-10","date":"2026-06-11","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Taking 3D Characters From Comfy To Blender https://t","summary":"ComfyUI 账号发布「Taking 3D Characters From Comfy To Blender」内容，指向一个链接，主题为 3D 角色在 ComfyUI 与 Blender 之间的迁移工作流。","recommendation":"ComfyUI 账号分享 3D 角色从 Comfy 导出到 Blender 的流程，视觉和整合工具用户可直接参考工作流。","href":"./2026-06-11.html#item-methods-10","url":"https://x.com/ComfyUI/status/2064830019239633364","tags":["three_d","tutorial","control"],"entities":["ComfyUI","Blender"],"gist":"3D角色从ComfyUI导出到Blender的工作流"},{"id":"2026-06-11-works-01","date":"2026-06-11","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"《魔兽TV》周四晚的艾泽拉斯——第三集","summary":"B站UP主发布《魔兽TV》第三集，使用Updream无限画布辅助制作；重点解决了AI念错台词问题，通过语音模型学习角色音色后重新生成并替换错词。","recommendation":"做AI短剧的可以看这集怎么用语音模型学习音色后替换错词，Updream无限画布也提到了实际用法。","href":"./2026-06-11.html#item-cases-1","url":"https://www.bilibili.com/video/BV1HUE46FE2Q","tags":["short_drama","audio_voice","image_gen"],"entities":["Updream"],"gist":"AI短剧用语音模型学习音色替换错词"},{"id":"2026-06-11-works-02","date":"2026-06-11","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"AI原创短片《归墟》","summary":"B站UP主发布AI原创短片《归墟》，2018年写完脚本后搁置8年，借助AI一人完成从摄影师到导演的转型作品。","recommendation":"个人创作者用AI独立完成搁置8年的短片，导演和短剧团队可参考一人成片路径。","href":"./2026-06-11.html#item-cases-2","url":"https://www.bilibili.com/video/BV1f57C6YEas","tags":["film","case_study"],"entities":[],"gist":"个人用AI独立完成搁置8年的短片"},{"id":"2026-06-11-works-03","date":"2026-06-11","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"新AI欧美腐剧《龙族契约》中字 完结","summary":"B站上传的AI欧美腐剧《龙族契约》已完结，讲述顶尖猎人Ethan被龙族继承者Aurelius救下并缔结契约，从抗拒到内心动摇的剧情线。","recommendation":"B站AI欧美BL短剧《龙族契约》已完结，做短剧的可以拉片看角色一致性和幻想题材叙事处理。","href":"./2026-06-11.html#item-cases-3","url":"https://www.bilibili.com/video/BV1BGE469EpN","tags":["short_drama","consistency","case_study"],"entities":[],"gist":"AI欧美腐剧完结，可拉片看角色一致性"},{"id":"2026-06-11-works-04","date":"2026-06-11","section":"cases","sectionName":"作品与案例","source":"@lovart_ai","title":"Can AI actually scare you","summary":"Lovart 官方账号发布用该工具生成的 found footage 恐怖短片，包含无限泳池、VHS 酒店走廊、空旷高速等三个 liminal space 场景，无实拍镜头。","recommendation":"Lovart 官方用自家工具生成的 found footage 恐怖短片，liminal space 风格，视觉和氛围可直接拉片参考。","href":"./2026-06-11.html#item-cases-4","url":"https://x.com/lovart_ai/status/2064661051627733171","tags":["film","case_study","video_gen"],"entities":["Lovart"],"gist":"Lovart生成found footage恐怖短片展示"},{"id":"2026-06-11-works-05","date":"2026-06-11","section":"cases","sectionName":"作品与案例","source":"@WonderStudiosX","title":"\"I had come to study the tools","summary":"福布斯评论人 Maureen Kerr 表示观看《The Trials》时忘记研究工具。BAFTA 获奖剪辑师 Hal Watmough 讨论 AI 电影工艺与下一代 IP 构建相关话题。《The Trials》已发布首映链接。","recommendation":"BAFTA 获奖剪辑师 Hal Watmough 谈 AI 电影工艺与 IP 构建，《The Trials》首映片段可供 AI 叙事创作者拉片参考。","href":"./2026-06-11.html#item-cases-5","url":"https://x.com/WonderStudiosX/status/2064731820193701925","tags":["film","industry","case_study"],"entities":["The Trials"],"gist":"BAFTA剪辑师谈AI电影工艺与IP构建"},{"id":"2026-06-11-works-06","date":"2026-06-11","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"原创短片《 失控 》","summary":"小红书作者「2xLabs」的AI短片《失控》，个人创作者作品。","recommendation":"小红书作者2xLabs的AI短片《失控》，视觉师和短剧团队可拉片参考角色一致性与镜头处理。","href":"./2026-06-11.html#item-cases-6","url":"https://www.xiaohongshu.com/explore/6a26c13a000000001700ac8d","tags":["case_study","film","consistency","camera"],"entities":[],"gist":"AI短片《失控》拉片参考角色一致性与镜头处理"},{"id":"2026-06-12-industry-01","date":"2026-06-12","section":"industry","sectionName":"行业与平台","source":"@OfficialLoganK","title":"Gemini Omni Flash 视频任务达 SOTA","summary":"Google 核心产品负责人 Logan Kilpatrick 宣布 Gemini Omni Flash 在图像到视频、文本到视频和视频编辑三项任务上达到 SOTA，并预告即将通过 API 向开发者开放。这意味着 Google 的多模态视频生成能力即将进入可调用阶段，覆盖从静态图/文字生成视频到已有视频编辑的全链路。","recommendation":"Gemini Omni Flash 视频能力达到 SOTA，图像/文本转视频和视频编辑都覆盖了。做 AI 短剧和视觉的可以蹲 API 上线实测出片质感。","href":"./2026-06-12.html#item-industry-1","url":"https://x.com/OfficialLoganK/status/2065118111360303414","tags":["video_gen","industry"],"entities":["Gemini Omni Flash"],"gist":"Gemini Omni Flash视频任务达SOTA将开放API"},{"id":"2026-06-12-industry-02","date":"2026-06-12","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Today, we’re deepening our partnership with Lionsgate with…","summary":"Runway 宣布与狮门影业深化合作，新增联合开发原创 IP 项目，双方将共同孵化原创内容。此前狮门已接入 Runway 模型用于内部制作，此次合作从工具授权升级为内容共创，是主流制片厂与 AI 视频公司深度绑定的新案例。","recommendation":"Runway 和狮门影业从工具合作升级到联合开发原创 IP，做 AI 短剧和长片的制片人可以关注这个合作样本——大制片厂怎么用 AI 公司做原创内容，后续出片节奏和成本结构值得跟踪。","href":"./2026-06-12.html#item-industry-2","url":"https://x.com/runwayml/status/2065072377596088525","tags":["industry","video_gen","film"],"entities":["Runway"],"gist":"Runway与狮门影业深化合作联合开发原创IP"},{"id":"2026-06-12-industry-03","date":"2026-06-12","section":"industry","sectionName":"行业与平台","source":"Runway","title":"Runway与Lionsgate扩大战略合作","summary":"Runway与Lionsgate扩大战略合作：Lionsgate取得Runway股权，双方启动联合开发项目，首推一部基于Lionsgate现有IP和Runway生成模型的短剧系列。Lionsgate还将作为主持伙伴参与6月Runway AI电影节。这是2024年9月首次合作后的深化，Lionsgate此前已在预可视化、故事板及最终帧制作中应用Runway工具。","recommendation":"好莱坞制片厂真金白银入股Runway，还签了联合开发新IP和短剧系列。做AI短剧和制片的可以关注这个合作样本——大厂怎么用AI工具走通从预可视化到成片的链路。","href":"./2026-06-12.html#item-industry-3","url":"https://runwayml.com/news/runway-and-lionsgate-expand-partnership","tags":["industry","video_gen","short_drama","film"],"entities":["Runway"],"gist":"狮门入股Runway并合作开发短剧系列"},{"id":"2026-06-12-industry-04","date":"2026-06-12","section":"industry","sectionName":"行业与平台","source":"@PixVerse_","title":"RT @UseFastlane: BREAKING: We’ve partnered with PixVerse…","summary":"PixVerse 宣布与 Fastlane 合作推出 V6 视频模型，Fastlane 用户可在未来 2 周内享受专属福利（具体福利内容未公开）。PixVerse V6 是继 V5 后的新一代视频生成模型，具体能力升级点（分辨率、时长、一致性等）尚未披露。","recommendation":"PixVerse V6 新模型发布，合作方 Fastlane 有 2 周限时福利。做 AI 短剧和视觉的可以蹲一波实测，看 V6 在角色一致性和镜头语言上有没有升级。","href":"./2026-06-12.html#item-industry-4","url":"https://x.com/PixVerse_/status/2065013771865923846","tags":["video_gen","industry"],"entities":["PixVerse","Fastlane"],"gist":"PixVerse V6发布与Fastlane合作限时福利"},{"id":"2026-06-12-industry-05","date":"2026-06-12","section":"industry","sectionName":"行业与平台","source":"@comfyui","title":"One app to run ComfyUI anywhere","summary":"ComfyUI 官方发布统一桌面 App，支持本地、远程、便携、云四种运行模式，无需手动配置环境即可在不同设备间切换使用。该 App 旨在解决 ComfyUI 用户长期面临的环境配置痛点，降低使用门槛。","recommendation":"ComfyUI 官方出了个跨平台桌面 App，本地、远程、便携、云四种模式一键切，不用再折腾环境配置。做 AI 视觉和短剧批量出图的可以直接装起来用，省掉配环境的时间。","href":"./2026-06-12.html#item-industry-5","url":"https://x.com/ComfyUI/status/2065120229601202511","tags":["tutorial","cost_open"],"entities":["ComfyUI"],"gist":"ComfyUI官方桌面App支持四种运行模式"},{"id":"2026-06-12-industry-06","date":"2026-06-12","section":"industry","sectionName":"行业与平台","source":"@fal","title":"Pixelcut Video Background Remover is now live on fal","summary":"Pixelcut 的视频背景去除工具正式上线 fal 平台，主打超清晰抠像和高速处理，支持商用。fal 是 AI 模型推理 API 平台，该工具可直接通过 API 集成到后期工作流中，适合批量视频背景处理场景。","recommendation":"视频背景去除工具上线 fal，后期和剪辑团队可以直接接 API 跑一遍，看速度和精度能不能替代现有方案。","href":"./2026-06-12.html#item-industry-6","url":"https://x.com/fal/status/2065126002544566711","tags":["post_fx","editing","cost_open"],"entities":["Pixelcut","fal"],"gist":"Pixelcut视频背景去除工具上线fal平台"},{"id":"2026-06-12-industry-07","date":"2026-06-12","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"The sold out New York premiere of the 2026 Runway AI…","summary":"Runway 官方宣布 2026 Runway AI Festival 纽约首映场次已售罄，今晚在影院举行。该活动为 AI 影视作品展映，具体片单和展映内容未在推文中公开。","recommendation":"Runway AI Festival 纽约首映今晚开场，做 AI 短剧和长片的可以蹲后续展映片单，看看今年行业水准线在哪。","href":"./2026-06-12.html#item-industry-7","url":"https://x.com/runwayml/status/2065112545073995909","tags":["film","industry","case_study"],"entities":["Runway"],"gist":"Runway AI电影节纽约首映售罄"},{"id":"2026-06-12-tools-01","date":"2026-06-12","section":"tools","sectionName":"工具与能力","source":"@midjourney","title":"We've made V8","summary":"Midjourney 官方宣布将 V8.1 设为所有用户的默认模型，V8 将在两周后废弃下线，同时 V8.2 即将开始测试。这是 Midjourney 在 V8 系列上的快速迭代，视觉风格和生成质量预计有持续优化。","recommendation":"Midjourney 默认模型从 V8 跳到 V8.1，两周后 V8 下线，V8.2 马上开测。做视觉和美术的这周直接切 V8.1 跑一轮，看看出图风格和一致性有没有变化。","href":"./2026-06-12.html#item-tools-1","url":"https://x.com/midjourney/status/2064921117618557292","tags":["image_gen","art_design","consistency"],"entities":["Midjourney"],"gist":"Midjourney默认模型升级至V8.1"},{"id":"2026-06-12-tools-02","date":"2026-06-12","section":"tools","sectionName":"工具与能力","source":"@ideogram_ai","title":"1","summary":"Ideogram 4.0 新增 JSON bounding box 提示功能，用户可为画面中每个元素单独指定位置坐标和文字描述，模型按指定位置渲染，提升定制化与准确性。该功能已在 r/StableDiffusion 社区有用户实测案例。","recommendation":"Ideogram 4.0 的 JSON bounding box 提示，每个元素单独定位置和描述，做分镜和视觉设计的可以直接套用这个工作流，精准控制画面布局。","href":"./2026-06-12.html#item-tools-2","url":"https://x.com/ideogram_ai/status/2065120090547519612","tags":["image_gen","control","prompt"],"entities":["Ideogram"],"gist":"Ideogram 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节点，支持在单一工作流中批量生成内容：固定同一个数字人形象，可批量替换脚本、语音、语言和钩子（hook），实现一条管线产出多个投放版本。面向短剧、广告、多语言内容等批量生产场景。","recommendation":"做短剧和批量内容生产的可以直接套用，一个数字人形象换脚本、换语言、换钩子，省掉反复拍摄和后期重剪的人力。","href":"./2026-06-12.html#item-tools-4","url":"https://x.com/ElevenLabs/status/2065129871194406946","tags":["avatar","short_drama","agent"],"entities":["ElevenLabs","ElevenCreative"],"gist":"ElevenCreative新增Avatar节点批量生成"},{"id":"2026-06-12-tools-05","date":"2026-06-12","section":"tools","sectionName":"工具与能力","source":"@Replit","title":"Replit Agent 新增自定义指令与技能功能","summary":"Replit Agent 新增自定义指令与技能功能，允许用户设定项目组织方式、品牌指南等偏好，Agent 会在后续每个项目中自动应用这些惯例，无需重复输入。","recommendation":"Replit Agent 终于能记住你的项目惯例了，不用每次重复写品牌指南和项目结构。做 AI 短剧或工具链整合的，可以省下大量重复配置时间。","href":"./2026-06-12.html#item-tools-5","url":"https://x.com/Replit/status/2065146579326271883","tags":["agent","industry"],"entities":["Replit Agent"],"gist":"Replit Agent新增自定义指令与技能功能"},{"id":"2026-06-12-tools-06","date":"2026-06-12","section":"tools","sectionName":"工具与能力","source":"@perplexity_ai","title":"We're integrating Deep Research as a native skill inside…","summary":"Perplexity 将 Deep Research 作为原生技能集成到 Computer Agent 中，可调用搜索、代码生成、长期沙箱、连接器、工具和授权数据。已对 Pro 和 Max 订阅用户开放。","recommendation":"Perplexity 把 Deep Research 塞进 Computer Agent 里，做 AI 编程和自动化工作流的可以接上试试，搜索+代码生成+沙箱跑一条线。","href":"./2026-06-12.html#item-tools-6","url":"https://x.com/perplexity_ai/status/2065124930463916317","tags":["agent","industry"],"entities":["Perplexity","Computer Agent"],"gist":"Perplexity将Deep Research集成到Computer Agen"},{"id":"2026-06-12-tools-07","date":"2026-06-12","section":"tools","sectionName":"工具与能力","source":"@berryxia","title":"mlx-vlm v0.6.3 发布，Day-0 支持 Google DeepMind DiffusionGemma 和…","summary":"mlx-vlm v0.6.3 上线，Day-0 支持 Google DeepMind DiffusionGemma 和 Cohere North Mini Code 1.0。DiffusionGemma 采用 256 token 块并行生成、双向注意力、迭代自纠错架构，26B MoE 仅激活 3.8B，量化后 18GB 可运行。North Mini Code 1.0 为 30B MoE 激活 3B，BF16 下约 66 tok/s。两款模型均可在 Mac 本地通过 `uv pip install -U mlx-vlm` 安装运行。","recommendation":"Mac 本地跑 VLM 的可以装起来用，DiffusionGemma 的并行生成架构值得关注，搞本地推理和模型集成的直接 `pip install` 测一周。","href":"./2026-06-12.html#item-tools-7","url":"https://x.com/berryxia/status/2064875107278098769","tags":["cost_open","image_gen"],"entities":["mlx-vlm","DiffusionGemma","North Mini Code 1.0"],"gist":"mlx-vlm支持DiffusionGemma等模型本地运行"},{"id":"2026-06-12-tools-08","date":"2026-06-12","section":"tools","sectionName":"工具与能力","source":"@fal","title":"RT @BlendiByl: New Update: Minecraft 3D generation now in…","summary":"fal 平台更新：Minecraft 风格 3D 生成速度提升至 10 秒内，工作流为文本→FLUX.2 Klein 生成 2D 图像→TripoSpl 转为 3D Gaussian splat 模型。面向游戏资产和虚拟场景快速生成场景。","recommendation":"Minecraft 3D 生成进到 10 秒内，做游戏资产或虚拟场景的可以接 API 试一下出图到 3D 的链路稳不稳。","href":"./2026-06-12.html#item-tools-8","url":"https://x.com/fal/status/2064874563431965061","tags":["three_d","image_gen","cost_open"],"entities":["fal","FLUX.2 Klein","TripoSpl"],"gist":"fal平台实现10秒内Minecraft风格3D生成"},{"id":"2026-06-12-methods-01","date":"2026-06-12","section":"methods","sectionName":"方法与经验","source":"@dotey","title":"这段视频展示了一个极其前沿且硬核的视频制作方式：视频完全没有使用传统的非编软件（如 Premiere 或 Final…","summary":"Thariq 展示了一种全代码驱动的视频制作工作流：用 Claude Code 配合 Fable 5，将剪辑流程抽象为软件工程项目，通过自动编写代码和调用命令行工具完成视频剪辑，完全跳过 Premiere 或 Final Cut 等传统非编软件。","recommendation":"后期和整合岗直接看：Claude Code + Fable 5 把剪辑变成写代码，全自动命令行出片，省掉 Premiere 手动流程。","href":"./2026-06-12.html#item-methods-1","url":"https://x.com/dotey/status/2064904545298194855","tags":["editing","agent","tutorial"],"entities":["Claude Code","Fable 5"],"gist":"用Claude Code和Fable 5全代码剪辑视频"},{"id":"2026-06-12-methods-02","date":"2026-06-12","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Turn one idea into a complete storyboard, then animate it…","summary":"ComfyUI 官方发布一套工作流，用 LLM 将一句话创意自动扩展为完整故事板分镜，再结合 Seedance 2.0 和参考图直接生成动画。从概念到成片无需切换工具，适合短剧、视觉开发、概念验证等场景的快速迭代。","recommendation":"ComfyUI 官方出的 Seedance 2.0 工作流，从一句话创意到分镜再到成片一条线走通，做短剧和视觉开发的可以直接套用跑一遍。","href":"./2026-06-12.html#item-methods-2","url":"https://x.com/ComfyUI/status/2065122952346292732","tags":["storyboard","animation","tutorial"],"entities":["ComfyUI","Seedance 2.0"],"gist":"ComfyUI工作流从创意到分镜再到动画"},{"id":"2026-06-12-methods-03","date":"2026-06-12","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"Fable 5 just turned me into an iOS developer","summary":"个人开发者用 Fable 5 零代码在 2 天内完成了一款 iOS 游戏的完整开发，最后 10 次构建均一次通过。Fable 5 是一款 AI 驱动的无代码游戏开发工具，支持自然语言描述生成游戏逻辑、UI 和交互。该案例展示了 AI 编程工具在非编程人员手中从想法到上线的完整闭环能力。","recommendation":"Fable 5 零代码 2 天搓出一个 iOS 游戏，做 AI 短剧工具链整合的可以看看这个工作流能怎么套到视频生成上。","href":"./2026-06-12.html#item-methods-3","url":"https://x.com/maxescu/status/2065158911188152513","tags":["agent","case_study","tutorial"],"entities":["Fable 5"],"gist":"Fable 5零代码开发iOS游戏案例"},{"id":"2026-06-12-methods-04","date":"2026-06-12","section":"methods","sectionName":"方法与经验","source":"@trq212","title":"很多人问我如何用 Fable 编辑它自己的发布视频，所以我做了一个关于这个的视频…","summary":"Fable 创始人 Thariq 发布视频，演示如何用 Fable 自身 AI 能力自动剪辑其发布视频：通过代码和工具调用，串联转录服务、ffmpeg、调色、Figma MCP、Remotion UI 渲染等环节，全程未手动操作视频编辑器。","recommendation":"Fable 自己用 AI 工具链（转录+ffmpeg+调色+Figma MCP+Remotion）全自动剪完发布视频，后期和整合者可以直接扒工作流跑一遍。","href":"./2026-06-12.html#item-methods-4","url":"https://x.com/trq212/status/2064826394589442448","tags":["agent","editing","subtitle","color","post_fx"],"entities":["Fable","ffmpeg","Figma MCP","Remotion"],"gist":"Fable自动剪辑发布视频工作流演示"},{"id":"2026-06-12-methods-05","date":"2026-06-12","section":"methods","sectionName":"方法与经验","source":"@elevenlabs","title":"Matthew @McConaughey is celebrating the big kickoff today","summary":"ElevenLabs 官宣 Dubbing v2 配音功能，以马修·麦康纳的语音为案例展示：可将演员原声翻译成多国语言并保留其标志性嗓音特征，适用于影视配音、海外发行、多语言内容本地化等场景。","recommendation":"ElevenLabs Dubbing v2 保真度又升了一档，做 AI 配音和海外发行后期的可以直接接 API 试一轮，看看马修·麦康纳这种标志性嗓音的还原度。","href":"./2026-06-12.html#item-methods-5","url":"https://x.com/ElevenLabs/status/2065147228671394288","tags":["audio_voice","subtitle"],"entities":["ElevenLabs Dubbing v2"],"gist":"ElevenLabs配音翻译保留原声特征"},{"id":"2026-06-12-methods-06","date":"2026-06-12","section":"methods","sectionName":"方法与经验","source":"@dotey","title":"用好 Claude Design 的一些经验","summary":"宝玉在X分享使用Claude Design的5点经验：1. 加入Adobe Spectrum 2等设计系统设为默认以减少AI味；2. 先搭建少量功能再通过左侧聊天逐步调整；3. 用Markup框选局部评论并手动Edit元素树；4. 新任务创建新会话管理上下文；5. 通过Tweaks面板调整主题、布局、加载状态及添加导航。","recommendation":"Claude Design 用户可直接抄这5条：引入设计系统去AI味、先搭少量功能再迭代、Markup局部编辑、开新会话控上下文、Tweaks面板调主题布局。","href":"./2026-06-12.html#item-methods-6","url":"https://x.com/dotey/status/2064601571397185639","tags":["tutorial","art_design","prompt"],"entities":["Claude Design","Adobe Spectrum 2"],"gist":"Claude Design使用经验五条"},{"id":"2026-06-12-methods-07","date":"2026-06-12","section":"methods","sectionName":"方法与经验","source":"@OpenAIDevs","title":"对于音乐家和作曲家 @sound4movement 来说，Codex 就像一位工作室助理…","summary":"OpenAI Devs 官方账号分享音乐家 @sound4movement 使用 Codex 的案例：通过自然语言指令生成一段 3/4 拍钢琴曲，包括设定节奏、和声以及描述表演如何逐步展开。展示了 Codex 在音乐创作场景下的交互方式，属于官方用例展示，非新功能发布。","recommendation":"OpenAI 官方展示 Codex 在音乐创作上的一个具体用例：作曲家通过自然语言描述节奏、和声和表演展开，Codex 直接生成钢琴曲。做 AI 配乐和后期声音的可以看看这个交互方式，当个 prompt 模板参考。","href":"./2026-06-12.html#item-methods-7","url":"https://x.com/OpenAIDevs/status/2064730990971646192","tags":["audio_music","prompt","case_study"],"entities":["Codex"],"gist":"Codex生成钢琴曲交互案例"},{"id":"2026-06-12-methods-08","date":"2026-06-12","section":"methods","sectionName":"方法与经验","source":"@anshuc","title":"哇，Claude Fable 对于 iOS 应用来说简直太疯狂了。 我让它做一个“极其令人愉悦”的卡路里追踪器…","summary":"开发者 @anshuc 用 Claude Fable 一个提示生成了一款卡路里追踪 iOS 应用，声称效果“极其令人愉悦”。推文附有应用截图，但未公开具体提示词或生成步骤。","recommendation":"一个提示生成完整 iOS 应用，做 AI 编程和工具链整合的可以点开看 Fable 的实际输出质量。","href":"./2026-06-12.html#item-methods-8","url":"https://x.com/anshuc/status/2064573467182412103","tags":["agent","case_study"],"entities":["Claude Fable"],"gist":"Claude Fable单提示生成iOS应用"},{"id":"2026-06-12-methods-09","date":"2026-06-12","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"\"There's an era before HeyGen, and an era after HeyGen","summary":"HeyGen 发布客户案例：比利时一人公司 Happy Cats 创始人 Anneleen Bru 用 HeyGen 将 7 本书快速转化为视频，产出效率超过十倍规模的公司。案例展示了单人团队借助 AI 视频工具实现内容批量生产的可能性，适用于短剧、IP 化内容等场景。","recommendation":"HeyGen 的客户故事，讲一个人公司用 AI 视频工具把 7 本书快速转成视频，产出效率超过大公司。做短剧和 IP 运营的可以看看单人工作流能卷到什么程度。","href":"./2026-06-12.html#item-methods-9","url":"https://x.com/HeyGen/status/2065174793549418636","tags":["avatar","case_study","short_drama"],"entities":["HeyGen"],"gist":"一人公司用HeyGen将书转视频提效"},{"id":"2026-06-12-methods-10","date":"2026-06-12","section":"methods","sectionName":"方法与经验","source":"@DiabloNemesis","title":"将这个添加到你在 @morphic 上的图像提示中 “使用 65mm IMAX 拍摄，浅景深，自然窗光。”","summary":"用户分享一条提示词技巧：在 Morphic 图像生成提示中加入“使用 65mm IMAX 拍摄，浅景深，自然窗光”，可提升画面电影质感。","recommendation":"一条提示词小技巧，做 AI 视觉的可以顺手存一下，给画面加电影感。","href":"./2026-06-12.html#item-methods-10","url":"https://x.com/DiabloNemesis/status/2064643899751288991","tags":["prompt","camera","lighting"],"entities":["Morphic"],"gist":"提示词加IMAX拍摄提升电影质感"},{"id":"2026-06-12-works-01","date":"2026-06-12","section":"cases","sectionName":"作品与案例","source":"@WonderStudiosX","title":"THE TRIALS - Out Now","summary":"Wonder Studios 发布《Beyond the Loop》第二季首部作品《THE TRIALS》，由 BAFTA 获奖导演 Hal Watmough 执导。短片以外星力量挑战地球物种的宇宙奥运会为题材，延续系列科幻竞技风格，是 AI 长片系列第二季的开篇之作。","recommendation":"BAFTA 获奖导演新作上线，做 AI 短剧和长片的可以拉片看叙事节奏和视觉风格怎么撑起系列第二季的开篇。","href":"./2026-06-12.html#item-cases-1","url":"https://x.com/WonderStudiosX/status/2065060430851014766","tags":["film","case_study","animation"],"entities":["Wonder Studios"],"gist":"AI长片系列第二季开篇短片发布"},{"id":"2026-06-12-works-02","date":"2026-06-12","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【自制完结AI擦边短剧】妖孽小村医","summary":"B站作者「油菜Fafa丶」的AI短剧《妖孽小村医》，已完结，播放量8.5万。题材为乡村+擦边爽文风格，属于AI短剧在特定垂类题材上的尝试。","recommendation":"B站AI短剧，题材偏擦边爽文，播放量不错，做AI短剧的可以拉片看这类题材的叙事节奏和观众接受度。","href":"./2026-06-12.html#item-cases-2","url":"https://www.bilibili.com/video/BV18fET6DEAE","tags":["short_drama","case_study"],"entities":[],"gist":"B站AI短剧妖孽小村医完结"},{"id":"2026-06-12-works-03","date":"2026-06-12","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"待业在家，第一次用ai完成我的导演梦！","summary":"小红书作者「ZERO ColorLab」的 AI 短片，个人创作者首次用 AI 完成导演作品，题材和视觉风格偏剧情向，角色一致性和镜头语言是看点。","recommendation":"个人创作者用 AI 圆导演梦的短片，做 AI 短剧和编导的可以拉片看叙事和视觉风格，当个参考案例。","href":"./2026-06-12.html#item-cases-3","url":"https://www.xiaohongshu.com/explore/6a24ef380000000007025ef4","tags":["film","case_study","consistency"],"entities":[],"gist":"个人用AI完成导演梦的短片"},{"id":"2026-06-12-works-04","date":"2026-06-12","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"AI短片 《白星撤离》","summary":"小红书作者 nuk201 发布的 AI 短片《白星撤离》，个人创作者作品，题材和视觉风格需查看原视频确认。","recommendation":"小红书作者 nuk201 的 AI 短片，点赞量不高，信息有限，可当个人创作者作品参考，不赶时间可略过。","href":"./2026-06-12.html#item-cases-4","url":"https://www.xiaohongshu.com/explore/6a28b47e0000000008002026","tags":["film","case_study"],"entities":[],"gist":"个人AI短片白星撤离发布"},{"id":"2026-06-12-works-05","date":"2026-06-12","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【双男主漫剧】室友竟是大魔头 丨我不要做你的祭品，你的软肋，你的劫，我要做你的爱人","summary":"B站AI漫剧《室友竟是大魔头》，双男主仙侠题材，持续更新中。个人创作者作品，主打AI漫剧风格下的角色互动与叙事节奏。","recommendation":"B站AI漫剧，双男主仙侠题材，做AI短剧和漫剧的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-06-12.html#item-cases-5","url":"https://www.bilibili.com/video/BV1bY7C6HE23","tags":["short_drama","animation","consistency","case_study"],"entities":[],"gist":"B站AI漫剧双男主仙侠，可拉片看叙事与一致性"},{"id":"2026-06-13-industry-01","date":"2026-06-13","section":"industry","sectionName":"行业与平台","source":"@GoogleAI","title":"Here’s what launched this week:","summary":"Google AI 官方总结本周发布：Gemini 3.5 Live Translate 实时语音翻译模型上线，支持语音到语音的实时翻译；NotebookLM 获得重大升级，新增 Agent 能力、更强推理和多种输出格式；另有 Project Genie 项目发布（具体细节未在摘要中展开）。三款产品均面向实时交互、智能代理和内容生成场景。","recommendation":"Google 这周连发三件套：实时语音翻译模型、NotebookLM 升级成 Agent、还有 Project Genie。做 AI 配音和后期翻译的可以直接接 Gemini 3.5 Live Translate 的 API 试效果，搞工作流集成的可以蹲 NotebookLM 的 Agent 能力怎么接进创作管线。","href":"./2026-06-13.html#item-industry-1","url":"https://x.com/GoogleAI/status/2065478191247130703","tags":["audio_voice","agent","industry"],"entities":["Gemini 3.5 Live Translate","NotebookLM","Project Genie"],"gist":"Google发布实时语音翻译、NotebookLM升级及新项目"},{"id":"2026-06-13-industry-02","date":"2026-06-13","section":"industry","sectionName":"行业与平台","source":"@PixVerse_","title":"PixVerse Canvas is live on Web — your AI video production…","summary":"PixVerse 上线 Canvas 网页端，定位为 AI 视频生产工作台，支持在单一界面内完成规划、精修和交付，从生成片段转向可交付成片的生产流程。","recommendation":"PixVerse 把视频生成从单次抽卡升级成完整剪辑工作台，做短剧和后期的一周内上手跑一遍，看批量出片和剪辑效率提升多少。","href":"./2026-06-13.html#item-industry-2","url":"https://x.com/PixVerse_/status/2065238945945002096","tags":["video_gen","editing","tutorial"],"entities":["PixVerse"],"gist":"PixVerse Canvas上线，提供AI视频生产工作台"},{"id":"2026-06-13-industry-03","date":"2026-06-13","section":"industry","sectionName":"行业与平台","source":"@Hailuo_AI","title":"🐙MiniMax Hub Official Launch","summary":"MiniMax 官方发布 Hub 工作站，定位为 AI Agent 创意工作站，覆盖从调研、脚本、图像、音乐到最终剪辑的全流程，Agent 自动处理中间环节，创作者负责决策。已正式上线，链接可访问。","recommendation":"MiniMax 把从调研到成片的全流程塞进一个 Agent 工作站，做短剧和长片的可以直接上手跑一遍，看它能不能真把中间环节省掉。","href":"./2026-06-13.html#item-industry-3","url":"https://x.com/Hailuo_AI/status/2065277558992851201","tags":["agent","script","audio_music","editing"],"entities":["MiniMax Hub"],"gist":"MiniMax Hub发布，覆盖全流程的AI创意工作站"},{"id":"2026-06-13-industry-04","date":"2026-06-13","section":"industry","sectionName":"行业与平台","source":"@Microsoft365","title":"RT @jeffteper: Major new Copilot Studio release","summary":"微软发布 Copilot Studio 重大更新，涵盖新 UX、orchestrator 编排器、RAG 检索增强生成、skills 技能库、workflows 工作流等模块，旨在提升 AI Agent 的构建与治理能力。具体参数和 API 细节需查看官方文档。","recommendation":"微软 Copilot Studio 大版本更新，做 AI Agent 工作流编排的可以蹲官方文档看新 orchestrator 和 RAG 能力怎么接进自己的工具链。","href":"./2026-06-13.html#item-industry-4","url":"https://x.com/Microsoft365/status/2065469804878717420","tags":["agent","industry"],"entities":["Copilot Studio"],"gist":"微软Copilot Studio重大更新，增强Agent构建能力"},{"id":"2026-06-13-industry-05","date":"2026-06-13","section":"industry","sectionName":"行业与平台","source":"@fal","title":"New open-source LoRA built in-house: LTX2","summary":"fal 官方发布自研开源 LoRA：LTX2.3 Audio Reactive LoRA，专为音乐驱动视频生成设计，强化了节拍同步、图形纹理、色彩分离、光脉冲、粒子及形状随音乐律动的能力。模型已开源，可下载使用。","recommendation":"做音乐可视化、MV 和动态视觉的可以直接下载模型跑一遍，看 beat sync 和粒子动画的配合度。","href":"./2026-06-13.html#item-industry-5","url":"https://x.com/fal/status/2065448830699532498","tags":["video_gen","audio_music","mv","cost_open"],"entities":["LTX2.3 Audio Reactive LoRA","fal"],"gist":"fal开源音乐驱动视频生成LoRA，强化节拍同步"},{"id":"2026-06-13-industry-06","date":"2026-06-13","section":"industry","sectionName":"行业与平台","source":"@WonderStudiosX","title":"RT @capcutapp: Meet the filmmakers","summary":"CapCut 官方账号预告，明天（翠贝卡电影节）将首映四部由 Jidenna、Lion El Aton 等创作者制作的 AI 短片。这是一次平台与电影节的联合展映，具体成片内容、工具链和叙事风格需等明天正片上线后才能判断。","recommendation":"CapCut 联合翠贝卡电影节，明天首映四部 AI 短片。做 AI 短片的可以蹲一下正片，看看平台级合作下的成片水准和叙事方向。","href":"./2026-06-13.html#item-industry-6","url":"https://x.com/WonderStudiosX/status/2065363887277351087","tags":["film","case_study","industry"],"entities":["CapCut"],"gist":"CapCut联合翠贝卡电影节首映四部AI短片"},{"id":"2026-06-13-industry-07","date":"2026-06-13","section":"industry","sectionName":"行业与平台","source":"@invideoOfficial","title":"Penumbra - 第 2 集即将发布。 两周前，我们推出了第 1 集。第 2 集已经近在眼前…","summary":"Invideo 官方宣布 AI 系列短片《Penumbra》第 2 集即将发布，距第 1 集上线仅两周。导演 Vinu 强调独立叙事无需等待传统投资，该系列由 Agent One 制作，验证了 AI 短剧团队用单一工具链实现周更级内容生产的可行性。","recommendation":"Invideo 官宣 AI 系列《Penumbra》第 2 集即将上线，做 AI 短剧和系列化的可以蹲正片，看独立团队怎么用 AI 工具链跑通周更节奏。","href":"./2026-06-13.html#item-industry-7","url":"https://x.com/invideoOfficial/status/2065413841794855155","tags":["short_drama","case_study","agent"],"entities":["Invideo","Agent One"],"gist":"Invideo AI系列短片Penumbra第二集即将发布"},{"id":"2026-06-13-tools-01","date":"2026-06-13","section":"tools","sectionName":"工具与能力","source":"IT之家","title":"字节豆包上线\"任务模式\"：支持定时执行与文件生成，\"思考模式\"升级为\"专家模式\"","summary":"字节豆包 App 上线「任务模式」，支持定时执行、零代码网页生成、一键 PPT 生成、数据可视化分析等全链路 Agent 执行。原「思考模式」升级为「专家模式」，调用豆包大模型 2.0 Pro 强化深度推理。App 顶部模式切换改为「快速、专家、任务」三档。基础功能免费，专业版三档：标准版 68 元/月或 688 元/年，加强版 200 元/月或 2048 元/年，专业版 500 元/月或 5088 元/年。","recommendation":"豆包把 Agent 任务模式直接塞进 App，定时执行、零代码出网页和 PPT，做短剧和内容生产的可以当自动化工具用，省掉不少重复操作。","href":"./2026-06-13.html#item-tools-1","url":"https://www.ithome.com/0/963/725.htm","tags":["agent","cost_open"],"entities":["豆包"],"gist":"豆包上线任务模式支持定时执行与文件生成"},{"id":"2026-06-13-tools-02","date":"2026-06-13","section":"tools","sectionName":"工具与能力","source":"@OpenAI","title":"For the next two weeks, Plus and Pro users can invite up to…","summary":"OpenAI 宣布 Codex 开放邀请机制：未来两周内，Plus 和 Pro 用户可邀请最多三位朋友免费试用 Codex。被邀请者发送第一条消息后，邀请双方各获得一次额外的重置机会。这是 Codex 从封闭测试向更广泛用户开放的一步，对 AI 编程和 Agent 工作流编排有直接参考价值。","recommendation":"Codex 开放邀请试用，做 AI 编程和 Agent 工作流的可以拉朋友一起测两周，看它能不能顶替部分手动脚本工作。","href":"./2026-06-13.html#item-tools-2","url":"https://x.com/OpenAI/status/2065225374737543376","tags":["agent","cost_open"],"entities":["Codex"],"gist":"OpenAI Codex开放邀请试用机制"},{"id":"2026-06-13-tools-03","date":"2026-06-13","section":"tools","sectionName":"工具与能力","source":"@topazlabs","title":"Just released","summary":"Topaz Labs 发布 Mac 端本地图像增强模型更新，Wonder、Denoise Max、Super Focus 3、Face Recovery 3 四款模型运行速度提升 2 倍，部分硬件/系统/图片尺寸下可达 4 倍，无需联网，本地处理。","recommendation":"Mac 用户做后期修图/降噪/超分/面部修复的，本地速度翻倍，直接更新实测。","href":"./2026-06-13.html#item-tools-3","url":"https://x.com/topazlabs/status/2065464393148637525","tags":["post_fx","tutorial"],"entities":["Topaz Labs","Wonder","Denoise Max","Super Focus 3","Face Recovery 3"],"gist":"Topaz Labs Mac端图像增强模型速度提升"},{"id":"2026-06-13-tools-04","date":"2026-06-13","section":"tools","sectionName":"工具与能力","source":"@GoogleDeepMind","title":"RT @GoogleLabs: 🌍 Project Genie access is expanding even…","summary":"Google DeepMind 宣布 Project Genie 访问权限扩大，即日起面向 Google AI Ultra 5X 订阅用户全球开放。该工具此前为内部测试产品，具体能力细节和生成效果需查看原文。","recommendation":"Project Genie 访问权限扩大，做 AI 视觉和美术的可以关注下这个工具的实际出图能力，看值不值得订阅 Ultra 5X 去试。","href":"./2026-06-13.html#item-tools-4","url":"https://x.com/GoogleDeepMind/status/2065493012956791146","tags":["image_gen","industry"],"entities":["Project Genie"],"gist":"Google Project Genie访问权限扩大"},{"id":"2026-06-13-methods-01","date":"2026-06-13","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Creator seungho__yeo ( IG ) built an entire anime-inspired…","summary":"创作者 seungho__yeo 在 ComfyUI 内用单条工作流管线，1 小时内完成从海报、分镜、转场动画到最终成片的完整 2D 动画序列制作。","recommendation":"从海报到成片一条工作流跑完，做短剧和动画的可以直接套这个管线试效率。","href":"./2026-06-13.html#item-methods-1","url":"https://x.com/ComfyUI/status/2065507530646954084","tags":["animation","storyboard","tutorial"],"entities":["ComfyUI"],"gist":"用ComfyUI单条工作流完成2D动画全流程"},{"id":"2026-06-13-methods-02","date":"2026-06-13","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"Victorian gothic nightmares, one Canvas workflow","summary":"PixVerse 官方分享创作者 @Shanzyin_ai 使用 PixVerse Canvas 制作哥特风格短片《THE DREAM EATERS》的完整工作流，包含节点编排、镜头设置和项目文件，可下载探索。","recommendation":"PixVerse 官方放出的完整 Canvas 工作流文件，做 AI 短片和视觉开发的可以直接下载项目文件拆节点、看镜头编排，省掉自己从头试参数的时间。","href":"./2026-06-13.html#item-methods-2","url":"https://x.com/PixVerse_/status/2065490762649756158","tags":["film","tutorial"],"entities":["PixVerse","PixVerse Canvas"],"gist":"PixVerse Canvas制作哥特短片的完整工作流"},{"id":"2026-06-13-methods-03","date":"2026-06-13","section":"methods","sectionName":"方法与经验","source":"@letz_ai","title":"RT @ai_artworkgen: 🧵 This is an entire short film's visual…","summary":"推文展示用单一画板（One board. One tab）完成整部 AI 短片的视觉开发流程，涵盖角色表、场景设计、重绘和动画环节。","recommendation":"一条推文展示用单一画板完成整部短片视觉开发（角色表、场景、重绘、动画），做视觉开发和短剧美术总设的可以点开看工作流截图。","href":"./2026-06-13.html#item-methods-3","url":"https://x.com/letz_ai/status/2065405317085577604","tags":["art_design","case_study","short_drama"],"entities":[],"gist":"单一画板完成整部AI短片视觉开发"},{"id":"2026-06-13-methods-04","date":"2026-06-13","section":"methods","sectionName":"方法与经验","source":"@oran_ge","title":"在写完这篇文章后 我把配图过程蒸馏成了一个「橙线插画」Skill 免费开源 安装地址： https：//github…","summary":"个人创作者 Oran Ge 将配图过程蒸馏为「橙线插画」Skill，已免费开源并发布在 GitHub，安装地址：github.com/orange2ai/orange-line-illustration。该 Skill 封装了从文字到特定插画风格配图的完整工作流，可直接安装调用，适合需要统一视觉风格的配图场景。","recommendation":"个人作者把配图工作流打包成开源 Skill，做 AI 视觉和插画风格的可以直接装来用，省掉自己搭 prompt 链的时间。","href":"./2026-06-13.html#item-methods-4","url":"https://x.com/oran_ge/status/2064861625883222114","tags":["art_design","agent","cost_open"],"entities":["orange-line-illustration","GitHub"],"gist":"开源橙线插画Skill封装配图工作流"},{"id":"2026-06-13-methods-05","date":"2026-06-13","section":"methods","sectionName":"方法与经验","source":"@nicekate8888","title":"Kimi K2","summary":"个人创作者 @nicekate8888 发布 Kimi K2.7 Code 的实测视频，展示了 3D 建筑还原（苏州博物馆）、复杂动态视觉（纤夫拉船）、国风应用设计（中国历代书画）三个场景的生成效果。完整视频见推文链接。","recommendation":"Kimi K2.7 Code 的实测演示，视觉师和 AI 编程整合者可以看看 3D 建筑还原和动态视觉生成的实际效果。","href":"./2026-06-13.html#item-methods-5","url":"https://x.com/nicekate8888/status/2065451281771332069","tags":["three_d","video_gen","tutorial"],"entities":["Kimi K2","Kimi K2.7 Code"],"gist":"实测Kimi K2.7 Code的3D与动态视觉生成"},{"id":"2026-06-13-methods-06","date":"2026-06-13","section":"methods","sectionName":"方法与经验","source":"@XiaoKooeye","title":"拆解第四篇： ③ 动物主体库 拆解原则，这套系统本质是： A（巨像记忆层） = 局部放大 + 情绪压迫 + 模糊颗粒…","summary":"Xiao Yang 拆解 AI 视觉系统的第四篇，聚焦动物主体库的构建。核心方法论是将画面拆为两层：A 层（巨像记忆层）用局部放大、情绪压迫和模糊颗粒制造氛围；B 层（现实锚点层）用完整主体、清晰对焦和少量高光色提供视觉落点。","recommendation":"拆解 AI 视觉中「巨像记忆层」和「现实锚点层」的双层结构，做视觉和编导的可以直接套用这个镜头语言模板来设计画面层次。","href":"./2026-06-13.html#item-methods-6","url":"https://x.com/XiaoKooeye/status/2065400759660007775","tags":["art_design","camera","tutorial"],"entities":[],"gist":"拆解AI视觉动物主体库的双层结构方法"},{"id":"2026-06-13-methods-07","date":"2026-06-13","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"Do you remember the legendary hallway fight scene from…","summary":"创作者 @MayorKingAI 用 Leonardo 平台内的 Seedance 2.0 文生视频功能，以 720p 分辨率复刻《老男孩》经典走廊打斗戏的侧跟拍风格，场景改为暗巷。推文附有 prompt 链接。","recommendation":"用 Seedance 2.0 复刻《老男孩》经典长镜头，视觉师和编导可以拉片看 AI 怎么处理侧跟拍和暗巷打斗的节奏感。","href":"./2026-06-13.html#item-methods-7","url":"https://x.com/MayorKingAI/status/2065492237388292270","tags":["video_gen","case_study","camera"],"entities":["Leonardo","Seedance 2.0"],"gist":"用Seedance 2.0复刻老男孩走廊打斗"},{"id":"2026-06-13-works-01","date":"2026-06-13","section":"cases","sectionName":"作品与案例","source":"@WonderStudiosX","title":"THE TRIALS: watch the full film now, right here on X","summary":"Wonder Studios 发布 AI 短片《THE TRIALS》，由 BAFTA 获奖导演 Hal Watmough 执导，CapCut、ElevenLabs、OpenArt、InVideo 联合出品，为「Beyond the Loop」第二季首部作品。全片已在 X 平台上线可观看。","recommendation":"BAFTA 获奖导演执导的 AI 短片全片上线，CapCut、ElevenLabs、OpenArt、InVideo 联合出品，做 AI 短剧和视觉叙事的可以直接拉片看导演级镜头语言和工具链配合。","href":"./2026-06-13.html#item-cases-1","url":"https://x.com/WonderStudiosX/status/2065380969712935300","tags":["film","case_study","short_drama"],"entities":["CapCut","ElevenLabs","OpenArt","InVideo"],"gist":"AI短片THE TRIALS全片上线"},{"id":"2026-06-13-works-02","date":"2026-06-13","section":"cases","sectionName":"作品与案例","source":"@Google","title":"@GoogleColab 4️⃣ “TPU Training Day” short film","summary":"Google 与导演 Laurie Rowan、Nexus Studios 合作推出 AI 短片《TPU Training Day》，融合木偶表演、传统动画与 AI 生成技术，强调手工感和艺术性在 AI 创作中的核心地位。短片先通过木偶捕捉角色表演，再结合 AI 完成视觉呈现。","recommendation":"Google 官方出品的 AI 短片，导演 Laurie Rowan 把木偶、传统动画和 AI 混在一起做，做 AI 动画和短剧的可以拉片看手工感和 AI 怎么搭。","href":"./2026-06-13.html#item-cases-2","url":"https://x.com/Google/status/2065509088256045296","tags":["animation","film","case_study"],"entities":["Google"],"gist":"Google AI短片融合木偶与动画"},{"id":"2026-06-13-works-03","date":"2026-06-13","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"An ancient estate","summary":"获奖AI导演@Shanzyin_ai新作《THE DREAM EATERS》，基于PixVerse Canvas制作，项目文件公开可下载。题材为奇幻暗黑风格，讲述少年吞噬权贵噩梦的叙事设定，适合AI短剧团队拉片分析镜头语言和角色一致性处理。","recommendation":"获奖AI导演新作，PixVerse Canvas项目文件公开可拆，做AI短剧和视觉叙事的可以直接拉片看镜头和角色一致性处理。","href":"./2026-06-13.html#item-cases-3","url":"https://x.com/PixVerse_/status/2065405291446034749","tags":["case_study","short_drama","consistency"],"entities":["PixVerse Canvas"],"gist":"PixVerse Canvas奇幻短片项目拆解"},{"id":"2026-06-13-works-04","date":"2026-06-13","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"If the world refuses to give you moonlight, light the moon…","summary":"PixVerse 官方 Originals 系列发布治愈系音乐动画短片《The Uninvited Sea》，基于 Canvas 管线制作，由创作者 JaneDoeCreates 完成。官方同步提供完整影片和工作流（72 小时内转发关注可获取）。","recommendation":"PixVerse Originals 系列新作，治愈系音乐动画，视觉师和编导可以拉片看 Canvas 管线下的风格一致性处理。","href":"./2026-06-13.html#item-cases-4","url":"https://x.com/PixVerse_/status/2065509368481931299","tags":["animation","case_study","mv"],"entities":["PixVerse"],"gist":"PixVerse治愈系音乐动画短片"},{"id":"2026-06-13-works-05","date":"2026-06-13","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"末日山宿第七集：对讲机传来诡异动静，我才发现，丧尸进化了","summary":"B 站 AI 短剧系列《末日山宿》第七集，丧尸进化题材，系列化叙事下的 AI 短剧作品。","recommendation":"AI 短剧系列第七集，做短剧的可以拉片看系列叙事节奏和丧尸题材的视觉风格处理。","href":"./2026-06-13.html#item-cases-5","url":"https://www.bilibili.com/video/BV1zFEn6BE3Z","tags":["short_drama","case_study"],"entities":[],"gist":"B站AI短剧末日山宿第七集"},{"id":"2026-06-13-works-06","date":"2026-06-13","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"40w也搞不定的GM宣传片？AIGC四分之一解决🖖","summary":"小红书作者「6573号试验田」发布 AI 短片，标题称用 AIGC 以四分之一成本复刻 GM 宣传片。个人创作者作品，展示 AI 在商业广告级视觉风格还原上的可行性。","recommendation":"个人创作者用 AIGC 低成本复刻 GM 宣传片，做 AI 短剧和广告的可以拉片看成本控制和风格还原度。","href":"./2026-06-13.html#item-cases-6","url":"https://www.xiaohongshu.com/explore/6a2291470000000037034de7","tags":["case_study","commercial","cost_open"],"entities":[],"gist":"个人用AIGC低成本复刻GM宣传片"},{"id":"2026-06-13-works-07","date":"2026-06-13","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"后来我们活成了童年的回声。","summary":"小红书作者「编导伐木机」发布 AI 短片《后来我们活成了童年的回声》，个人创作者作品，题材偏文艺怀旧。","recommendation":"小红书作者「编导伐木机」的 AI 短片，标题偏文艺向，做 AI 短片的可以点进去拉片看叙事和视觉风格。","href":"./2026-06-13.html#item-cases-7","url":"https://www.xiaohongshu.com/explore/6a2a797500000000350219a9","tags":["case_study","animation","film"],"entities":[],"gist":"AI短片文艺怀旧风格展示"},{"id":"2026-06-14-industry-01","date":"2026-06-14","section":"industry","sectionName":"行业与平台","source":"@WonderStudiosX","title":"RT @Kavanthekid: So excited to announce my film \"LAST…","summary":"AI 电影《LAST RECALL》将于 6 月 12 日在翠贝卡电影节首映，由 @WonderStudiosX 转发宣布。该片入选国际顶级电影节主竞赛/展映单元，是 AI 长片进入主流电影节的最新案例。","recommendation":"AI 电影入选翠贝卡电影节，做 AI 长片和短剧的可以关注正片上线后的叙事和视觉一致性处理方式。","href":"./2026-06-14.html#item-industry-1","url":"https://x.com/WonderStudiosX/status/2065944909018808796","tags":["film","case_study","consistency"],"entities":[],"gist":"AI电影入选翠贝卡电影节"},{"id":"2026-06-14-industry-02","date":"2026-06-14","section":"industry","sectionName":"行业与平台","source":"@jietang","title":"GLM-5.2 完全开源，前沿智能属于每个人 今天，某些前沿模型的突然限制令人深感遗憾…","summary":"智谱 AI 宣布 GLM-5.2 模型完全开源，强调科学全球性，回应近期部分前沿模型被限制访问的事件。该模型可本地部署，对依赖 API 的 AI 编程、Agent 工作流开发者是直接利好。","recommendation":"智谱 GLM-5.2 完全开源，做 AI 编程和 Agent 工作流的可以直接拉下来本地部署，不用再担心 API 被断供。","href":"./2026-06-14.html#item-industry-2","url":"https://x.com/jietang/status/2065784751345287314","tags":["cost_open","agent","industry"],"entities":["GLM-5.2"],"gist":"智谱GLM-5.2完全开源可本地部署"},{"id":"2026-06-14-industry-03","date":"2026-06-14","section":"industry","sectionName":"行业与平台","source":"@jumperz","title":"glm 5.2 刚刚发布，我的预测是它在 deepswe 上会达到大约 25% 的成绩。 >glm 5…","summary":"KOL @jumperz 预测 GLM 5.2 在 DeepSWE 基准上得分约 25%，基于 GLM 5.1 的 18% 成绩加上小版本更新典型提升 4 分，并提及 1M 上下文窗口能力。该推文为个人预测，非官方发布或实测数据。","recommendation":"个人对 GLM 5.2 的 DeepSWE 成绩预测，非官方发布，信息量有限。搞 AI 编程 Agent 的可以当个参考，但别当事实用。","href":"./2026-06-14.html#item-industry-3","url":"https://x.com/jumperz/status/2065754556072431789","tags":["agent","cost_open"],"entities":["GLM-5.2"],"gist":"预测GLM5.2在DeepSWE得分约25%"},{"id":"2026-06-14-tools-01","date":"2026-06-14","section":"tools","sectionName":"工具与能力","source":"@suno","title":"Suno 音轨分离：从零生成更纯净","summary":"Suno 官方宣布音轨分离功能大幅升级：不再通过频率隔离提取音轨，而是从零重新生成纯净音轨，输出无伪影、可直接拖入 DAW 使用的分轨文件。","recommendation":"Suno 音轨分离从「隔离」升级到「重新生成」，做 AI 音乐和后期混音的可以直接拖进 DAW 用，省掉去伪影的功夫。","href":"./2026-06-14.html#item-tools-1","url":"https://x.com/suno/status/2065862499765821916","tags":["audio_sfx","audio_music","tutorial"],"entities":["Suno"],"gist":"Suno音轨分离升级为重新生成纯净音轨"},{"id":"2026-06-14-tools-02","date":"2026-06-14","section":"tools","sectionName":"工具与能力","source":"@MiniMax_AI","title":"MiniMax-M3上线Together AI，推理提速125%","summary":"MiniMax 开源多模态模型 M3 上线 Together AI 平台，推理吞吐量提升 125%。M3 原生支持 1M 上下文、稀疏注意力和思考/非思考模式，适合长文档、多模态理解等场景。做 AI 工具链集成和 API 调用的可以直接在 Together AI 上跑起来测效果。","recommendation":"MiniMax-M3 上了 Together AI，推理速度翻倍，做工作流集成的可以直接接 API 跑长上下文任务，省不少等待时间。","href":"./2026-06-14.html#item-tools-2","url":"https://x.com/MiniMax_AI/status/2065626254783717678","tags":["industry","cost_open","agent"],"entities":["MiniMax-M3","Together AI"],"gist":"MiniMax-M3开源模型上线Together AI平台，推理提速"},{"id":"2026-06-14-methods-01","date":"2026-06-14","section":"methods","sectionName":"方法与经验","source":"公众号","title":"仅凭一份文档，Qwen3.7-Max 从 0 交付双端应用","summary":"通义实验室发布实测案例：Qwen3.7-Max 在无设计稿、无后端代码条件下，仅凭一份约 15 万字产品调研文档，于隔离环境中全自动完成移动端（可安装 APK）与 Web 端（34 条路由全部可达）两套真实应用从 0 到 1 交付，单端耗时约 4 小时，中途无人工接管。模型不具备图像理解能力，通过像素坐标反推布局约束实现界面还原。实验采用“分阶段注入约束→逐层验收→带错纠正”的闭环控制系统，失败时错误文本自动注入下一轮重试，使模型数小时内收敛。","recommendation":"通义实验室的实测案例，Qwen3.7-Max 仅凭一份 15 万字文档，零人工干预 4 小时交付双端应用。做 AI 编程工具链和自动化交付的可以细看闭环控制系统的设计思路。","href":"./2026-06-14.html#item-methods-1","url":"https://mp.weixin.qq.com/s/bYEZL9LM3daNP9tZReqNwg","tags":["agent","tutorial","case_study"],"entities":["Qwen3.7-Max"],"gist":"Qwen3.7-Max仅凭文档自动交付双端应用实测"},{"id":"2026-06-14-methods-02","date":"2026-06-14","section":"methods","sectionName":"方法与经验","source":"HuggingFace Daily Papers","title":"i1：面向强文生图模型的简单且完全开源配方","summary":"HuggingFace 社区热门论文发布 i1，一个 3B 参数的文本到图像扩散模型，仅用公开数据集训练。在 GenEval、DPG 等五个基准上性能与领先模型相当，平均比最佳现有完全开源模型高 29.5 个百分点。研究基于 300 余项控制实验（超 700K TPU v6e 小时），发现等权重混合 curated 数据集是强默认配置。检查点、训练与推理代码及数据处理流程已全部开源。","recommendation":"3B 参数开源文生图模型，性能追平闭源，平均比现有最佳开源模型高 29.5 个百分点。做视觉风格开发和工具链整合的可以拉代码跑一遍，看能不能当免费平替用。","href":"./2026-06-14.html#item-methods-2","url":"https://arxiv.org/abs/2606.11289","tags":["image_gen","cost_open","tutorial"],"entities":["i1","HuggingFace"],"gist":"开源3B文生图模型i1配方与训练细节公开"},{"id":"2026-06-14-methods-03","date":"2026-06-14","section":"methods","sectionName":"方法与经验","source":"HuggingFace Daily Papers","title":"HYDRA-X： 原生统一多模态模型与整体视觉分词器","summary":"HYDRA-X 是首个在单个 Vision Transformer 中统一图像与视频 tokenization 的多模态模型。核心创新：帧级因果时间注意力实现视觉重建，层级时间压缩替代单步压缩，轻量级解压器在联合图像-视频教师监督下工作。编辑管线在分词器内部潜在层面进行，而非 LLM 语义层面，提升编辑一致性与收敛速度。7B 密集模型在图像与视频理解及生成任务上表现强劲。","recommendation":"首个统一图像和视频 tokenization 的 ViT 模型，做 AI 视觉和后期处理的可以关注编辑一致性和时间压缩能力，技术团队值得细读论文。","href":"./2026-06-14.html#item-methods-3","url":"https://arxiv.org/abs/2606.13289","tags":["video_gen","image_gen","three_d"],"entities":["HYDRA-X"],"gist":"HYDRA-X统一图像视频分词的多模态模型"},{"id":"2026-06-14-methods-04","date":"2026-06-14","section":"methods","sectionName":"方法与经验","source":"@MiniMax_AI","title":"MiniMax M3 赋能 Hermes Agent 自学创作","summary":"MiniMax M3 模型驱动 Hermes Agent 实现桌面自动化创作：Agent 自主连接 TouchDesigner、读取参考图、在自我学习循环中迭代视觉作品，并将学到的技能保存复用。展示了 AI Agent 从零学习专业创作工具并形成可复用工作流的可能性。","recommendation":"AI Agent 自学 TouchDesigner 做视觉创作，搞工作流整合和自动化美术的可以看看这个自我学习循环怎么跑通的。","href":"./2026-06-14.html#item-methods-4","url":"https://x.com/MiniMax_AI/status/2065938025432137948","tags":["agent","art_design","case_study"],"entities":["MiniMax-M3","Hermes Agent","TouchDesigner"],"gist":"MiniMax M3驱动Agent自学TouchDesigner创作"},{"id":"2026-06-14-methods-05","date":"2026-06-14","section":"methods","sectionName":"方法与经验","source":"Hugging Face","title":"一个Agent如何通过链式调用两个HuggingFace Space构建3D巴黎画廊","summary":"Hugging Face 博客分享了一个工作流：编码Agent调用两个HuggingFace Space，先用ideogram-ai/ideogram4生成纪念碑黑色背景图像，再通过VAST-AI/TripoSplat将单张图重建为3D高斯散点（.ply），自动完成坐标系校正、取景、压缩为.ksplat（体积缩小约3倍），并构建基于Three.js的滚动切换、拖拽旋转查看器，最终部署为静态Space。整个过程无需客户端库，每个Space通过`agents.md`暴露可调用API。","recommendation":"一个Agent串起两个HuggingFace Space，从文生图到3D高斯散点图一键出交互式画廊。做AI视觉和技术整合的可以拆这条工作流，看怎么用`agents.md`暴露API做链式调用。","href":"./2026-06-14.html#item-methods-5","url":"https://huggingface.co/blog/mishig/spaces-agents-md","tags":["agent","three_d","case_study"],"entities":["ideogram-ai/ideogram4","VAST-AI/TripoSplat","HuggingFace","Three.js"],"gist":"Agent链式调用两个Space构建3D巴黎画廊"},{"id":"2026-06-14-methods-06","date":"2026-06-14","section":"methods","sectionName":"方法与经验","source":"@berryxia","title":"开源工具 Tokei：在菜单栏实时监控 AI coding agent 的 token 用量与成本","summary":"开源工具 Tokei 是 macOS 菜单栏小工具，只读本地日志、零网络调用，30 秒自动刷新，实时监控 Claude Code、Grok CLI、Aider、OpenCode 等 8 个主流 AI coding agent 的 token 用量、实时成本与性能数据，并附每日图表、周热力图和年度 Wrapped。支持私人 Git 多设备同步、价格表本地覆盖，闲置过久会提醒休息。数据全程私有，零侵入，无需任何认证。","recommendation":"做 AI 短剧或批量出片的团队，如果深度依赖 Claude Code 或 Aider 来跑工作流，这个菜单栏小工具能帮你实时盯住 token 成本，省得月底对账才发现超支。","href":"./2026-06-14.html#item-methods-6","url":"https://x.com/berryxia/status/2064155452934639718","tags":["agent","cost_open","tutorial"],"entities":["Tokei","Claude Code","Grok CLI","Aider","OpenCode"],"gist":"Tokei菜单栏监控AI编程token成本"},{"id":"2026-06-14-methods-07","date":"2026-06-14","section":"methods","sectionName":"方法与经验","source":"@ManusAI","title":"Within months, Heicoders rebuilt their entire operational…","summary":"Manus AI 发布客户案例：Heicoders 团队（无专职软件工程师）在几个月内用 AI Agent 重建了包括招聘门户、学生支持系统、HR 门户、课程反馈看板在内的整套运营基础设施。展示了非技术团队借助 AI 工具完成全栈开发的能力。","recommendation":"一个没有专职工程师的团队用 AI Agent 几个月内搭了整套运营系统，做 AI 短剧/动画的制片人和技术整合者可以看看这种模式能不能套到自己的制作管线里。","href":"./2026-06-14.html#item-methods-7","url":"https://x.com/ManusAI/status/2065464806648213916","tags":["agent","case_study","industry"],"entities":["Manus AI"],"gist":"Heicoders用AI Agent重建运营系统"},{"id":"2026-06-14-works-01","date":"2026-06-14","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"超长！伊藤润二《鱼》ai真人影视级别二创【1-10集合集版】","summary":"B站团队协作完成的伊藤润二《鱼》AI真人化二创，10集合集版时长近22分钟，制作总监、AI制作、剪辑、声音、美术分工明确。作品将伊藤润二标志性的恐怖漫画风格转化为AI真人影视质感，验证了团队化AI二创长片的可行性。","recommendation":"伊藤润二《鱼》的AI真人化二创，10集合集近22分钟，团队协作完成。做AI短剧和视觉的可以拉片看恐怖题材的AI视觉风格化处理和长叙事节奏把控。","href":"./2026-06-14.html#item-cases-1","url":"https://www.bilibili.com/video/BV1DSEq6uEQR","tags":["short_drama","film","art_design","case_study"],"entities":[],"gist":"伊藤润二《鱼》AI真人化长片二创"},{"id":"2026-06-14-works-02","date":"2026-06-14","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"AI原创藏地短片《莫羌》｜海影节AI电影季获奖影片｜首尔国际AI电影节金奖影片","summary":"新片场发布 AI 原创藏地短片《莫羌》，获海影节 AI 电影季获奖影片及首尔国际 AI 电影节金奖。短片为藏地题材，风格化视觉叙事，适合拉片分析 AI 影像在特定地域美学与叙事节奏上的处理方式。","recommendation":"藏地题材 AI 短片，拿了两个电影节奖项，做 AI 短剧和视觉的可以拉片看风格化叙事和地域美学怎么落地。","href":"./2026-06-14.html#item-cases-2","url":"https://www.xinpianchang.com/a13710378","tags":["film","art_design","case_study"],"entities":[],"gist":"AI藏地短片《莫羌》获电影节奖"},{"id":"2026-06-14-works-03","date":"2026-06-14","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"Moonless sea","summary":"PixVerse 官方发布 AI 短片《The Uninvited Sea》，定格动画质感混搭奇幻海盗题材，官方同步公开了 Canvas 工作流细节。","recommendation":"PixVerse 官方放出的 AI 短片，定格动画质感混奇幻题材，视觉师和编导可以拉片看风格一致性处理，顺便拆一下官方公开的 Canvas 工作流。","href":"./2026-06-14.html#item-cases-3","url":"https://x.com/PixVerse_/status/2065837695792730351","tags":["film","animation","case_study","control"],"entities":["PixVerse"],"gist":"PixVerse定格动画短片及工作流拆解"},{"id":"2026-06-14-works-04","date":"2026-06-14","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"A stoic shaman","summary":"PixVerse 官方原创系列《Divine Agent》第一集，由 TEAM 88GO 制作，基于 PixVerse Canvas 工作流构建。题材为奇幻动作惊悚，角色包括 stoic shaman、鲨鱼头盔女孩、以恐惧为食的隐形怪物。","recommendation":"PixVerse 官方扶持的原创系列第一集，奇幻动作惊悚题材，做 AI 短剧的可以拉片看 PixVerse Canvas 工作流下的叙事和视觉风格处理。","href":"./2026-06-14.html#item-cases-4","url":"https://x.com/PixVerse_/status/2065841799864914201","tags":["short_drama","animation","case_study","control"],"entities":["PixVerse"],"gist":"PixVerse原创系列首集奇幻动作惊悚"},{"id":"2026-06-14-works-05","date":"2026-06-14","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"貂蝉单曲《凤仪亭》：权谋算尽情成冢，凤仪亭下月如霜 【B站AI创作大赛-三国主题赛】","summary":"B站UP主「李佳薇」为B站AI创作大赛三国主题赛制作的貂蝉单曲MV《凤仪亭》，时长约4分钟，含AI生成内容。该系列已有多首三国人物单曲，视觉风格统一，角色形象一致性处理是看点。","recommendation":"B站AI大赛三国主题赛作品，貂蝉AI单曲MV，视觉风格和角色一致性是看点，做AI MV和角色IP的可以拉片看人物形象统一度。","href":"./2026-06-14.html#item-cases-5","url":"https://www.bilibili.com/video/BV1m4EC6EEaj","tags":["mv","consistency","art_design","case_study"],"entities":[],"gist":"貂蝉AI单曲MV展示角色一致性处理"},{"id":"2026-06-14-works-06","date":"2026-06-14","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"真人AI短剧：末世求生之重卡 更新1-8","summary":"B 站 UP 主「真人AI短剧」系列《末世求生之重卡》已更新至第 8 集，末世求生题材，AI 生成角色与场景。","recommendation":"B 站 UP 主连载的 AI 短剧系列，末世求生题材，已更新到第 8 集。做 AI 短剧的可以拉片看长系列的角色一致性和叙事节奏怎么处理。","href":"./2026-06-14.html#item-cases-6","url":"https://www.bilibili.com/video/BV17aE56pEZX","tags":["short_drama","consistency","case_study"],"entities":[],"gist":"AI短剧连载展示角色一致性与叙事节奏"},{"id":"2026-06-14-works-07","date":"2026-06-14","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"萌新原创末日故事连载【归墟】第五集-失序","summary":"B站个人创作者「萌新」的AI原创末日废土短剧《归墟》第五集《失序》，讲述从失踪案到巨蚁出现、城市失序的逃亡故事。业余时间制作，更新不定时，属于个人创作者的长篇AI叙事尝试。","recommendation":"个人创作者连载的末日废土AI短剧，第五集已出。做AI短剧的可以看看个人创作者在长线叙事和视觉一致性上怎么处理的。","href":"./2026-06-14.html#item-cases-7","url":"https://www.bilibili.com/video/BV18vEb62Ebk","tags":["short_drama","consistency","case_study"],"entities":[],"gist":"个人创作者AI短剧长线叙事与视觉一致性"},{"id":"2026-06-15-industry-01","date":"2026-06-15","section":"industry","sectionName":"行业与平台","source":"@StepFun_ai","title":"Step 3.7 Flash 上线 DeepInfra","summary":"阶跃星辰开源多模态推理模型 Step 3.7 Flash 上线 DeepInfra，开发者可通过 API 调用并部署私有端点，专为智能体编程、工具使用、搜索和视觉工作流构建。","recommendation":"阶跃星辰开源多模态推理模型上线 DeepInfra，做 AI 编程和视觉工作流集成的可以直接接 API 测推理速度和工具调用能力。","href":"./2026-06-15.html#item-industry-1","url":"https://x.com/StepFun_ai/status/2066058341110157423","tags":["agent","cost_open","industry"],"entities":["Step 3.7 Flash","DeepInfra"],"gist":"阶跃星辰多模态推理模型上线DeepInfra"},{"id":"2026-06-15-industry-02","date":"2026-06-15","section":"industry","sectionName":"行业与平台","source":"GitHub Trending (AI)","title":"gykim80/perfectpixel-studio — AI-powered animation sprite…","summary":"GitHub 开源项目 PerfectPixel Studio，输入单条文本 prompt 即可自动生成角色精灵表（sprite sheet），支持 8 个方向与 100+ 动作帧，技术栈为 Wails + Go + React。面向 2D 像素风格动画与游戏角色资产制作场景，可大幅缩短角色动作素材的批量生产周期。","recommendation":"从一句话 prompt 直接出 8 方向 100+ 动作的角色精灵表，做像素风短剧或动画的可以省掉大量逐帧手绘时间，美术和短剧团队值得装起来跑一遍。","href":"./2026-06-15.html#item-industry-2","url":"https://github.com/gykim80/perfectpixel-studio","tags":["animation","image_gen","cost_open","tutorial"],"entities":["PerfectPixel Studio"],"gist":"开源工具从文本生成角色精灵表"},{"id":"2026-06-15-methods-01","date":"2026-06-15","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"RT @ingi_erlingsson: working on a @ComfyUI node pack for…","summary":"开发者 ingi_erlingsson 正在为 ComfyUI 开发一个节点包，利用跟踪和字幕数据自动生成 HUD 风格图形界面。目前处于开发中，尚未发布。","recommendation":"做后期和视觉的可以蹲这个节点包，HUD 风格图形用跟踪数据自动生成，省掉手动逐帧画。","href":"./2026-06-15.html#item-methods-1","url":"https://x.com/ComfyUI/status/2066199142511341739","tags":["post_fx","agent","tutorial"],"entities":["ComfyUI"],"gist":"ComfyUI节点包自动生成HUD图形"},{"id":"2026-06-15-methods-02","date":"2026-06-15","section":"methods","sectionName":"方法与经验","source":"Hacker News (Top)","title":"I indexed 669 GB of my GoPro videos using my M1 Max…","summary":"作者用 M1 Max 电脑和本地 ML 模型，对 669 GB GoPro 视频进行了索引。HN 热度 244。具体技术方案和工具链需查看原文。","recommendation":"后期和整合岗可以点开看具体方案，本地跑 ML 索引海量素材的思路对素材管理有参考价值。","href":"./2026-06-15.html#item-methods-2","url":"https://news.ycombinator.com/item?id=48528029","tags":["post_fx","tutorial","agent"],"entities":["M1 Max"],"gist":"本地ML模型索引海量视频素材方案"},{"id":"2026-06-15-methods-03","date":"2026-06-15","section":"methods","sectionName":"方法与经验","source":"@techhalla","title":"7 个适用于 Seedance 2.0 在 LTX 上的视频游戏过场动画的即用提示词，已优化。 复制、粘贴并生成…","summary":"TechHalla 分享 7 条针对 Seedance 2.0 在 LTX 平台上的视频游戏过场动画提示词，已优化可直接复制使用。内容为付费合作推广，未公开具体提示词文本或生成效果示例。","recommendation":"7 条游戏过场动画提示词，针对 Seedance 2.0 在 LTX 上优化，做 AI 动画或游戏视觉的可以直接复制粘贴跑一遍看效果。","href":"./2026-06-15.html#item-methods-3","url":"https://x.com/techhalla/status/2066118089603731592","tags":["prompt","video_gen","animation"],"entities":["Seedance 2.0","LTX"],"gist":"Seedance 2.0游戏过场动画提示词"},{"id":"2026-06-15-works-01","date":"2026-06-15","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"月盾计划（上集）","summary":"新片场 AIGC 分类发布的 AI 短片《月盾计划（上集）》，科幻题材，11 分钟长片体量，个人创作者作品。","recommendation":"AI 短片上集，11 分钟体量在 AI 作品里算长的，做短剧和编导的可以拉片看叙事节奏和角色一致性怎么撑住这个时长。","href":"./2026-06-15.html#item-cases-1","url":"https://www.xinpianchang.com/a13717796","tags":["short_drama","case_study","film"],"entities":[],"gist":"AI科幻短片月盾计划上集展示"},{"id":"2026-06-15-works-02","date":"2026-06-15","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"He stole a holy sword","summary":"PixVerse 发布「PixVerse Originals」系列首部动画短片《The Bluffing Hero》，由 @A.O Galaxy 创作，基于 PixVerse Canvas 工作流制作。题材为日式奇幻风格，讲述主角偷走圣剑、假扮天选者后被龙相信的故事。","recommendation":"PixVerse 官方出品的动画短片，用 Canvas 工作流做的，做 AI 动画和短剧的可以拉片看叙事节奏和视觉风格怎么搭。","href":"./2026-06-15.html#item-cases-2","url":"https://x.com/PixVerse_/status/2066204195225841708","tags":["animation","case_study","video_gen"],"entities":["PixVerse","Canvas"],"gist":"PixVerse动画短片展示Canvas工作流"},{"id":"2026-06-15-works-03","date":"2026-06-15","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"恶仙第七回：百年古村藏阴诡 一树傀儡藏浮生","summary":"B 站 AI 短剧《恶仙》系列第七回，古村志怪题材，主打伪善之人比妖异更可怕的叙事反转。AI 短剧系列作品，可拆解其叙事节奏和角色一致性处理方式。","recommendation":"AI 短剧系列第七集，古村志怪题材，做 AI 短剧的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-06-15.html#item-cases-3","url":"https://www.bilibili.com/video/BV12KEg69Eb5","tags":["short_drama","case_study"],"entities":[],"gist":"AI短剧恶仙第七回叙事拆解"},{"id":"2026-06-15-works-04","date":"2026-06-15","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"纯AI手搓的非遗短片《龙舟》，看完我沉默了","summary":"小红书作者「Sirius月之犬」的 AI 短片《龙舟》，以非遗龙舟文化为题材，纯 AI 制作。个人创作者作品，视觉风格和文化元素融合是看点。","recommendation":"非遗题材 AI 短片，视觉师和编导可以拉片看风格化处理和文化元素的 AI 表达。","href":"./2026-06-15.html#item-cases-4","url":"https://www.xiaohongshu.com/explore/6a2a3dec0000000015024867","tags":["short_drama","case_study","art_design"],"entities":[],"gist":"非遗题材AI短片龙舟风格展示"},{"id":"2026-06-15-works-05","date":"2026-06-15","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"末日山宿第八集：丧尸进化出群体意识？山里藏着一只丧尸蚁后","summary":"B站作者「关渐帧」的AI短剧系列《末日山宿》第八集，丧尸题材，剧情推进到丧尸进化出群体意识并出现蚁后级角色。系列化AI短剧作品，可关注其叙事连贯性和角色一致性处理方式。","recommendation":"B站AI短剧系列第八集，丧尸题材+群体意识设定，做AI短剧的可以拉片看系列化叙事和角色一致性处理。","href":"./2026-06-15.html#item-cases-5","url":"https://www.bilibili.com/video/BV1ZcJL6xEcn","tags":["short_drama","consistency","case_study"],"entities":[],"gist":"AI短剧系列第八集，关注叙事连贯与角色一致性"},{"id":"2026-06-15-works-06","date":"2026-06-15","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"我们的AI短片在纽约林肯中心完成官方展映！","summary":"小红书作者 chensifang 的 AI 短片在纽约林肯中心完成官方展映，个人创作者作品，题材和视觉风格需查看原视频确认。","recommendation":"AI 短片在林肯中心展映，对做 AI 长片和短剧的团队来说，是行业认可度的参考信号，可以点进去看看成片质感。","href":"./2026-06-15.html#item-cases-6","url":"https://www.xiaohongshu.com/explore/6a2cd358000000003600365c","tags":["film","case_study","industry"],"entities":[],"gist":"AI短片在林肯中心展映，行业认可信号"},{"id":"2026-06-15-works-07","date":"2026-06-15","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"打脸！谁说AI不会表演？？？","summary":"小红书作者「AI插话师」的 AI 短片，标题聚焦 AI 角色表演能力，个人创作者作品。","recommendation":"小红书作者「AI插话师」的 AI 短片，标题带争议性，适合编导和视觉师拉片看 AI 角色表演的细节处理。","href":"./2026-06-15.html#item-cases-7","url":"https://www.xiaohongshu.com/explore/6a2d8e4d000000000702784d","tags":["performance","case_study"],"entities":[],"gist":"AI短片展示角色表演能力，供拉片参考"},{"id":"2026-06-16-industry-01","date":"2026-06-16","section":"industry","sectionName":"行业与平台","source":"@pika_labs","title":"What if we told you this 6-minute TV pilot was created…","summary":"Pika Labs 发布 Director's Suite 实验项目，一个 Agent 驱动的全流程视频制作平台，能从一句话创意端到端生成 6 分钟电视试播集。Agent 能理解并构建视频项目的所有元素（角色、场景、叙事、分镜），无需人工分步操作。","recommendation":"Pika 把导演套件做成了 Agent，一句话就能生成 6 分钟剧集。做短剧和编导的可以直接上手测，看它理解叙事和分镜的能力到底到哪一步。","href":"./2026-06-16.html#item-industry-1","url":"https://x.com/pika_labs/status/2066614201779699728","tags":["agent","video_gen","script","storyboard"],"entities":["Pika"],"gist":"Pika Agent驱动平台端到端生成6分钟剧集"},{"id":"2026-06-16-industry-02","date":"2026-06-16","section":"industry","sectionName":"行业与平台","source":"@HeyGen","title":"7 · Lock the cut","summary":"HeyGen 正式上线 HyperFrames 功能，支持从故事板、一段 A-roll 素材和代码直接生成可锁定的成片，输出达到发布级质量。核心链路：故事板 → 自动剪辑 → 锁片 → 导出母版，面向短剧、批量视频、广告等需要快速从创意到成片的场景。","recommendation":"HeyGen 把 HyperFrames 从故事板到成片的链路正式上线了，做短剧和批量视频的可以直接跑一遍，看从分镜到锁片能省多少后期时间。","href":"./2026-06-16.html#item-industry-2","url":"https://x.com/HeyGen/status/2066614550347334131","tags":["editing","storyboard","video_gen"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen HyperFrames从故事板到锁片全流程"},{"id":"2026-06-16-industry-03","date":"2026-06-16","section":"industry","sectionName":"行业与平台","source":"@elevenlabs","title":"Music v2 is available now on ElevenAPI","summary":"ElevenLabs 发布 Music v2 模型，已通过 ElevenAPI 开放调用，定价每分钟 15 美分起，用量越大单价越低。v2 在音质、风格控制、生成时长上较 v1 有提升，适用于 AI 配乐、短剧 BGM、音效生成等场景。","recommendation":"ElevenLabs 音乐生成模型 v2 上线 API，每分钟 15 美分起，做 AI 配乐和短剧 BGM 的可以直接接 API 跑一轮，看音质和风格控制比 v1 强多少。","href":"./2026-06-16.html#item-industry-3","url":"https://x.com/ElevenLabs/status/2066556773188935961","tags":["audio_music","cost_open"],"entities":["ElevenLabs","ElevenAPI","Music v2"],"gist":"ElevenLabs Music v2上线API，定价与能力提升"},{"id":"2026-06-16-industry-04","date":"2026-06-16","section":"industry","sectionName":"行业与平台","source":"@WonderStudiosX","title":"Join BAFTA-winning filmmaker Hal Watmough for a live…","summary":"Wonder Studios 宣布 BAFTA 获奖导演 Hal Watmough 将举办线上 workshop，拆解其 AI 科幻短片《The Trials》的创作过程，该片是 Beyond The Loop 第二季首部作品。Hal 将分享如何构建基于 AI 的、情感真实的科幻电影，包括南非野生动物场景设定与核心人性戏剧的落地方法。","recommendation":"BAFTA 获奖导演亲自拆解 AI 科幻短片《The Trials》的创作过程，从南非野生动物设定到情感叙事落地，做 AI 长片和短剧的值得蹲 workshop 回放拉片。","href":"./2026-06-16.html#item-industry-4","url":"https://x.com/WonderStudiosX/status/2066552558030655490","tags":["case_study","film","tutorial"],"entities":["Wonder Studios"],"gist":"导演拆解AI科幻短片《The Trials》创作过程"},{"id":"2026-06-16-industry-05","date":"2026-06-16","section":"industry","sectionName":"行业与平台","source":"@lovart_ai","title":"Brace yourself","summary":"Lovart 官方预告 Seedance 2.0 Mini 即将在其平台上线。该推文仅含悬念词和链接，无具体参数、上线日期或能力细节。Seedance 2.0 是即梦的视频生成模型，Mini 版推测为轻量化版本，面向更快的生成速度和更低算力需求。","recommendation":"Seedance 2.0 Mini 要上 Lovart 了，做 AI 动画和短剧的可以蹲一下，看轻量版出片速度和画质有没有惊喜。","href":"./2026-06-16.html#item-industry-5","url":"https://x.com/lovart_ai/status/2066584835561328820","tags":["video_gen","cost_open"],"entities":["Seedance 2.0 Mini","Lovart","即梦"],"gist":"Seedance 2.0 Mini 即将上线Lovart平台"},{"id":"2026-06-16-industry-06","date":"2026-06-16","section":"industry","sectionName":"行业与平台","source":"@FLORAai","title":"Meet our Forward Deployed Creatives","summary":"AI 视频工具 FLORA 宣布设立「Forward Deployed Creatives」岗位，派驻创意人员到品牌方和代理公司内部，协助团队首次采用生成式工作流。核心目标是弥合 FLORA 工具能力与团队实际工作方式之间的差距，解决创意 AI 落地中最大的摩擦点。","recommendation":"FLORA 推出「驻场创意师」岗位，专门帮品牌和代理团队落地生成式工作流。做 AI 制片和工具整合的可以看看这个模式怎么解决「工具会用但团队不会用」的断层问题。","href":"./2026-06-16.html#item-industry-6","url":"https://x.com/floraai/status/2066614535579164761","tags":["agent","industry","case_study"],"entities":["FLORA"],"gist":"FLORA设驻场创意师助品牌落地生成式工作流"},{"id":"2026-06-16-industry-07","date":"2026-06-16","section":"industry","sectionName":"行业与平台","source":"@WonderStudiosX","title":"RT @capcutapp: The canvas is ready","summary":"CapCut 宣布举办首届 AI Festival，全球 AI 创作主题活动，具体活动形式、赛制、奖励等细节未在推文中展开。","recommendation":"CapCut 搞了个全球 AI 创作节，做后期和剪辑的可以蹲一下看有没有新模板或功能彩蛋。","href":"./2026-06-16.html#item-industry-7","url":"https://x.com/WonderStudiosX/status/2066470436309811571","tags":["industry","editing"],"entities":["CapCut"],"gist":"CapCut举办全球AI创作节活动"},{"id":"2026-06-16-industry-08","date":"2026-06-16","section":"industry","sectionName":"行业与平台","source":"@sven_ai","title":"卧槽，GLM这是真杀疯了。 分数直接干到BridgeBench第一，把Claude Fable给踹下去了…","summary":"个人推文称 GLM 在 BridgeBench 跑分第一，超越 Claude Fable，价格仅为后者 1/10 且速度更快。推文无链接、无具体模型版本号、无技术参数，属于个人感慨式分享。","recommendation":"GLM 在 BridgeBench 上跑分超过 Claude Fable，价格只有 1/10。搞 AI 编程和 Agent 工作流的可以关注一下，但这条推文本身没给链接和细节，得自己去搜具体榜单和模型参数。","href":"./2026-06-16.html#item-industry-8","url":"https://x.com/sven_ai/status/2066313278574522535","tags":["agent","cost_open"],"entities":["GLM","Claude Fable"],"gist":"GLM在BridgeBench跑分第一且价格更低"},{"id":"2026-06-16-tools-01","date":"2026-06-16","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Use Runway inside ChatGPT to generate and edit video and…","summary":"Runway 官方宣布其视频和图像生成能力已集成至 ChatGPT 对话界面，用户可在 ChatGPT 内直接调用 Runway 生成和编辑视频与图像，无需切换标签页或手动导出。该集成面向所有 ChatGPT 用户，具体支持的模型版本和功能范围需查看链接原文。","recommendation":"Runway 直接嵌进 ChatGPT 对话框，视频和图像生成不用切标签页了。做 AI 短剧和视觉的可以接上跑一轮，省掉来回拖素材的步骤。","href":"./2026-06-16.html#item-tools-1","url":"https://x.com/runwayml/status/2066596138824696214","tags":["video_gen","image_gen","agent"],"entities":["Runway","ChatGPT"],"gist":"Runway生成能力集成至ChatGPT对话界面"},{"id":"2026-06-16-tools-02","date":"2026-06-16","section":"tools","sectionName":"工具与能力","source":"@xai","title":"RT @grok: Manage multiple agents at once in the Agent…","summary":"xAI 在 Grok 的 Agent Dashboard 中新增多 Agent 并行管理功能，可同时查看各 Agent 运行状态、回复需要人工介入的 Agent、并派发新任务。该功能面向需要编排多个 AI Agent 协同工作的场景，提升任务调度和监控效率。","recommendation":"xAI 给 Agent 加了个统一看板，做 AI 工作流编排的可以接 API 测一下多 Agent 调度和状态管理。","href":"./2026-06-16.html#item-tools-2","url":"https://x.com/xai/status/2066557185388355633","tags":["agent","industry"],"entities":["Grok","Agent Dashboard"],"gist":"Grok新增多Agent并行管理功能"},{"id":"2026-06-16-tools-03","date":"2026-06-16","section":"tools","sectionName":"工具与能力","source":"公众号","title":"6倍速！Kimi K2.7 Code 高速版已上线","summary":"月之暗面推出 Kimi K2.7 Code 高速版，与普通版同模型但输出速度约 5-6 倍，常规编程场景约 180 Token/s，短上下文可达 260 Token/s。API 定价为普通版 2 倍，模型 ID：kimi-k2.7-code-highspeed。Kimi Code Plan 用户可通过「抢先体验计划」使用，用量消耗为普通版 3 倍。相比 K2.6，K2.7 Code 在长上下文编程指令遵循、长程任务性能提升，平均 token 消耗减少 30%。","recommendation":"Kimi 给编程模型加了高速通道，输出速度翻 5-6 倍，做 AI 短剧工具链整合的可以接 API 测一下长上下文编程指令的响应速度。","href":"./2026-06-16.html#item-tools-3","url":"https://mp.weixin.qq.com/s/p87ebkY1xqKtkGZ2N3DGSw","tags":["agent","cost_open"],"entities":["Kimi K2.7 Code"],"gist":"Kimi推出高速版编程模型"},{"id":"2026-06-16-tools-04","date":"2026-06-16","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"Separate the vocals using Fish Audio’s Audio Separation","summary":"Fish Audio 官方宣布上线音频分离功能，支持从混合音频中分离人声。该功能已集成至 Fish Audio 平台，可直接在线使用，适用于配音替换、音轨修复、人声提取等后期场景。","recommendation":"Fish Audio 的人声分离功能上线，后期和短剧团队可以直接拿来拆干声做配音替换或音轨修复，省掉第三方工具。","href":"./2026-06-16.html#item-tools-4","url":"https://x.com/FishAudio/status/2066522264045002918","tags":["audio_sfx","post_fx"],"entities":["Fish Audio"],"gist":"Fish Audio上线人声分离功能"},{"id":"2026-06-16-tools-05","date":"2026-06-16","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"OpenRouter新增免费模型gpt-oss-20b和Gemma4 26B","summary":"OpenRouter 新增两个免费模型：gpt-oss-20b（由 Eigen Labs 的 Darkbloom 提供）和 Gemma 4 26B，已开放使用。对 AIGC 技术整合者来说，这是低成本接入新模型的机会，适合在测试阶段替代付费模型跑批量任务或做工作流备选。","recommendation":"OpenRouter 又塞了两个免费模型，gpt-oss-20b 和 Gemma4 26B，做工作流编排的可以接进去当低成本备选，跑一轮看效果再决定要不要进正式管线。","href":"./2026-06-16.html#item-tools-5","url":"https://x.com/OpenRouter/status/2066585705581797616","tags":["cost_open","agent"],"entities":["OpenRouter","gpt-oss-20b","Gemma4 26B"],"gist":"OpenRouter新增两个免费模型"},{"id":"2026-06-16-methods-01","date":"2026-06-16","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Face Replacement and De-aging Demo:","summary":"VFX 艺术家 @heydoughogan 在 ComfyUI 中构建了全自动换脸与去龄工作流，管线为 Florence 2 检测头部 → SAM2 分割 → WAN Video 生成，实现逐帧时间一致性，非简单像素替换。","recommendation":"VFX 艺术家在 ComfyUI 里搭的全自动换脸去龄工作流，Florence 2 + SAM2 + WAN Video 一条线跑通，做后期和视觉的可以直接拆节点复现。","href":"./2026-06-16.html#item-methods-1","url":"https://x.com/ComfyUI/status/2066635313062277337","tags":["post_fx","control","tutorial"],"entities":["ComfyUI","Florence 2","SAM2","WAN Video"],"gist":"ComfyUI全自动换脸去龄工作流"},{"id":"2026-06-16-methods-02","date":"2026-06-16","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Creator seungho__yeo ( IG ) has been architecting a…","summary":"创作者 seungho__yeo 分享了一条从环境板（Environment Board）到时装板（Fashion Board），再到深度提取、Seedance 动画、动态剪辑的完整工作流，旨在用单一视觉语言构建完整的视觉宇宙。","recommendation":"一条从环境板到动画成片的完整工作流，视觉师和编导可以直接套用这个链路做风格统一的短片。","href":"./2026-06-16.html#item-methods-2","url":"https://x.com/ComfyUI/status/2066611668994736503","tags":["animation","art_design","case_study"],"entities":["Seedance"],"gist":"从环境板到动画的完整视觉工作流"},{"id":"2026-06-16-methods-03","date":"2026-06-16","section":"methods","sectionName":"方法与经验","source":"@PJaccetturo","title":"Wow","summary":"创作者 @PJaccetturo 分享其团队 4 人用 Dreamina AI 在 2 周内制作出 AI 短片《Nexus》，该片上周获得超 2000 万播放量并收到多个电影投资邀约。推文以线程形式公开了从创意到成片的完整工作流步骤，包括团队分工、制作周期和工具使用方式。","recommendation":"4 人 2 周用 Dreamina 做出 2000 万播放的 AI 短片，还拿到了电影投资。做短剧和制片的直接收藏这条工作流，看他们怎么用单一工具链跑通从创意到成片。","href":"./2026-06-16.html#item-methods-3","url":"https://x.com/PJaccetturo/status/2066582725553996059","tags":["case_study","short_drama","film"],"entities":["Dreamina"],"gist":"4人2周用Dreamina制作AI短片《Nexus》的完整工作流"},{"id":"2026-06-16-methods-04","date":"2026-06-16","section":"methods","sectionName":"方法与经验","source":"新片场 AIGC 分类","title":"场长对谈系列｜我用Shotlab给理想汽车做了两个全AI TVC","summary":"新片场 AIGC 频道「场长对谈」系列，嘉宾分享用 Shotlab 为理想汽车制作两条全 AI TVC 的完整工作流，涵盖从创意、分镜、角色一致性到成片交付的全过程，时长 15 分钟。","recommendation":"用 Shotlab 给理想汽车做了两条全 AI TVC，从创意到成片的工作流拆解，做 AI 广告和品牌短片的可以拉片看甲方怎么过稿。","href":"./2026-06-16.html#item-methods-4","url":"https://www.xinpianchang.com/a13717608","tags":["case_study","commercial","consistency","storyboard"],"entities":["Shotlab"],"gist":"用Shotlab为理想汽车制作全AI TVC的工作流拆解"},{"id":"2026-06-16-methods-05","date":"2026-06-16","section":"methods","sectionName":"方法与经验","source":"@LeonardoAi","title":"If you have an idea, you already have everything you need…","summary":"Leonardo 官方演示一条从文字 prompt 生成图像，再通过 3D Reference View Creator Blueprint 生成多角度参考图，最后用 Rodin V2 构建 3D 模型的工作流。核心是 Blueprint 自动产出 Rodin V2 所需的参考视图，降低 3D 建模的视觉开发门槛。","recommendation":"Leonardo 官方演示从文字到 3D 模型的工作流，做视觉开发和美术总设的可以跑一遍看 Rodin V2 的多视角参考图生成效果。","href":"./2026-06-16.html#item-methods-5","url":"https://x.com/LeonardoAi/status/2066525999928312010","tags":["three_d","image_gen","control","tutorial"],"entities":["Leonardo","Rodin V2","Blueprint"],"gist":"Leonardo演示从文字到3D模型的多视角参考工作流"},{"id":"2026-06-16-methods-06","date":"2026-06-16","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"I pushed Seedance 2","summary":"创作者 @MayorKingAI 在 Leonardo 平台内使用 Seedance 2.0 模型，发布了 7 条电影感文生视频 prompt，并附 prompt 原文链接。属于个人工作流分享，非官方发布。","recommendation":"个人创作者分享 Seedance 2.0 在 Leonardo 里的 7 条电影感 prompt，做视觉和短剧的可以点开链接抄 prompt 跑一遍试试质感。","href":"./2026-06-16.html#item-methods-6","url":"https://x.com/MayorKingAI/status/2066598325709885726","tags":["video_gen","prompt","case_study"],"entities":["Seedance 2.0","Leonardo"],"gist":"创作者分享Seedance 2.0电影感文生视频prompt"},{"id":"2026-06-16-methods-07","date":"2026-06-16","section":"methods","sectionName":"方法与经验","source":"@lovart_ai","title":"RT @MonetizationDon: This AI commercial workflow is…","summary":"推文展示用 Lovart AI 完成一整套电影级广告片的工作流，从角色到场景到成片，强调全流程在单一工具内完成。具体工具链细节和参数未公开，属于个人创作者的工作流展示。","recommendation":"用 Lovart AI 跑了一整套广告片工作流，做商业短片和视觉的可以看看出片质感稳不稳。","href":"./2026-06-16.html#item-methods-7","url":"https://x.com/lovart_ai/status/2066493206032994519","tags":["commercial","case_study","video_gen"],"entities":["Lovart AI"],"gist":"用Lovart AI完成电影级广告片全流程工作流展示"},{"id":"2026-06-16-works-01","date":"2026-06-16","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"Invisible monsters","summary":"PixVerse 官方账号发布 TEAM 88GO 制作的 AI 短片《Divine Agent》，20天完成，双女主设定，都市追捕题材，视觉风格融合傩戏（Nuo opera）与街头文化。官方开放工作流，转发关注可获取。","recommendation":"20天双女主AI短片，视觉风格融合傩戏与街头文化，做AI短剧和视觉开发的可以拉片看风格混搭和角色一致性处理。","href":"./2026-06-16.html#item-cases-1","url":"https://x.com/PixVerse_/status/2066325153349546467","tags":["short_drama","case_study","animation","consistency"],"entities":["PixVerse"],"gist":"PixVerse发布20天双女主AI短片《Divine Agent》工作流"},{"id":"2026-06-16-works-02","date":"2026-06-16","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"你们要的合集来了","summary":"B站UP主发布的AI短剧《毒雨灭世：我有系统无限囤积物资》合集，共13集，总时长42分钟。UP主在简介中承认因学习进步导致人物形象前后不一致，影响观看体验。该系列为系统流末世题材，展示了个人创作者在长系列中维持角色一致性的实际挑战。","recommendation":"B站AI短剧系列合集，做AI短剧的可以拉片看长叙事和角色一致性处理，尤其是创作者自己承认了前后形象不一致的问题，值得当反面教材或改进参考。","href":"./2026-06-16.html#item-cases-2","url":"https://www.bilibili.com/video/BV1xfJu6pEWg","tags":["short_drama","consistency","case_study"],"entities":[],"gist":"AI短剧合集展示长叙事角色一致性挑战"},{"id":"2026-06-17-industry-01","date":"2026-06-17","section":"industry","sectionName":"行业与平台","source":"@Alibaba_Wan","title":"Exciting news from the AmapAI team","summary":"AmapAI 团队发布 DreamX-World 1.0，基于阿里 Wan2.2 训练，支持 1 分钟连续视频生成和实时交互。该模型面向世界模型方向，长视频连贯性和交互能力是核心看点，具体效果需查看官方演示。","recommendation":"基于 Wan2.2 的新世界模型，支持 1 分钟连续生成和实时交互，做 AI 短剧和长叙事可以直接蹲实测看连贯性表现。","href":"./2026-06-17.html#item-industry-1","url":"https://x.com/Alibaba_Wan/status/2066720936263594491","tags":["video_gen","three_d","industry"],"entities":["DreamX-World","Wan2.2"],"gist":"AmapAI发布基于Wan2.2的世界模型"},{"id":"2026-06-17-industry-02","date":"2026-06-17","section":"industry","sectionName":"行业与平台","source":"@Microsoft365","title":"Meet Copilot Cowork","summary":"微软发布 Copilot Cowork，将 Copilot 升级为可跨工具和系统执行复杂多步任务的 Agent，今日起逐步推送。该功能可自动串联多个办公工具完成端到端工作流，适用于自动化重复性流程。","recommendation":"微软把 Copilot 从问答助手升级成能跨工具执行多步任务的 Agent，做 AI 短剧和制片管理的可以看看能不能把素材整理、字幕生成、分镜排期这类流程串起来自动跑。","href":"./2026-06-17.html#item-industry-2","url":"https://x.com/Microsoft365/status/2066899978966925432","tags":["agent","industry"],"entities":["Copilot Cowork"],"gist":"微软Copilot升级为跨工具Agent"},{"id":"2026-06-17-industry-03","date":"2026-06-17","section":"industry","sectionName":"行业与平台","source":"@midjourney","title":"Midjourney will be announcing its first hardware project…","summary":"Midjourney 官方宣布将于明天（6月17日）太平洋时间下午6点在旧金山举办线下发布会，公布首个硬件项目。目前仅透露是硬件产品，具体形态（算力设备/创作外设/其他）未知，发布会将同步直播。","recommendation":"Midjourney 明天要发硬件了，做视觉和制片的可以蹲一下，看是算力盒子还是创作外设，可能影响后续工作流选型。","href":"./2026-06-17.html#item-industry-3","url":"https://x.com/midjourney/status/2066994481770213697","tags":["industry"],"entities":["Midjourney"],"gist":"Midjourney将发布首个硬件项目"},{"id":"2026-06-17-industry-04","date":"2026-06-17","section":"industry","sectionName":"行业与平台","source":"@fal","title":"ZONOS2 is now live on fal","summary":"ZONOS2 语音克隆模型在 fal 平台上线，支持从短音频样本克隆声音并用该声音说话，覆盖 10+ 语言，可在每次生成时调节准确度与表现力的平衡。","recommendation":"短音频克隆+多语言自然语音，做配音和短剧后期可以直接上 fal 测一轮，看音色还原度和语种覆盖够不够用。","href":"./2026-06-17.html#item-industry-4","url":"https://x.com/fal/status/2066967767211823516","tags":["audio_voice"],"entities":["ZONOS2","fal"],"gist":"ZONOS2语音克隆模型上线fal平台"},{"id":"2026-06-17-industry-05","date":"2026-06-17","section":"industry","sectionName":"行业与平台","source":"@comfyui","title":"RT @thesystms: Today we're launching TimeSlice - a powerful…","summary":"ComfyUI 官方转发 @thesystms 消息：TimeSlice 节点包今日上线，专为 ComfyUI 设计，用于生成动态视觉特效（如时间切片、动态过渡等），已开源至 GitHub。具体节点功能、安装方式及效果示例需查看链接原文。","recommendation":"ComfyUI 新节点包专做动态视觉特效，后期和视觉师直接装起来跑一遍，看能省多少手动关键帧的活。","href":"./2026-06-17.html#item-industry-5","url":"https://x.com/ComfyUI/status/2066951394150748418","tags":["post_fx","tutorial"],"entities":["TimeSlice","ComfyUI"],"gist":"ComfyUI新节点包TimeSlice制作动态特效"},{"id":"2026-06-17-industry-06","date":"2026-06-17","section":"industry","sectionName":"行业与平台","source":"@GumVue","title":"致所有AI电影制作人、动画师和创作者 Gumvue Studio TV…","summary":"Gumvue Studio TV 宣布开放免费投稿，接受 AI 生成电影、动画、系列剧和实验性媒体，旨在打造专注 AI 媒体创作的流媒体平台。投稿免费，创作者可借此展示作品并拓展观众群。","recommendation":"AI 创作者又多了一个免费投稿的流媒体平台，做 AI 短剧和动画的可以关注一下，看看发行渠道和观众触达有没有新机会。","href":"./2026-06-17.html#item-industry-6","url":"https://x.com/GumVue/status/2066926590035181834","tags":["industry","film","animation","short_drama"],"entities":["Gumvue Studio TV"],"gist":"Gumvue Studio TV开放AI电影动画免费投稿平台"},{"id":"2026-06-17-industry-07","date":"2026-06-17","section":"industry","sectionName":"行业与平台","source":"@fal","title":"📹️ Announcing the fal x @sequoia 72-Hour Video Hackathon","summary":"fal 联合红杉资本举办 72 小时视频黑客松，面向 AI 原生电影人、创意技术专家、开发者、设计师和叙事者，主题为构建视频未来。支持方包括 Google DeepMind、xAI 和 Kling_ai 等头部 AI 视频实验室。","recommendation":"fal 和红杉搞的 72 小时视频黑客松，Google DeepMind、xAI、Kling 都下场支持了。做 AI 短剧和工具链整合的可以关注后续作品和赛道风向。","href":"./2026-06-17.html#item-industry-7","url":"https://x.com/fal/status/2066945734360924241","tags":["industry","video_gen","agent"],"entities":["fal","Kling"],"gist":"fal与红杉举办72小时AI视频黑客松"},{"id":"2026-06-17-industry-08","date":"2026-06-17","section":"industry","sectionName":"行业与平台","source":"@FishAudio","title":"Turn a Simple Script into a 🔥Viral Podcast with Fish…","summary":"Fish Audio 官方宣布 Story Studio 上线，功能是将简单脚本自动转化为播客形式的音频内容，核心能力基于其 TTS 技术，支持多角色对话和自然语音生成。该产品面向播客制作、有声内容、短剧配音等场景，降低音频内容生产门槛。","recommendation":"Fish Audio 把脚本转播客的 Story Studio 正式推了，做 AI 播客和短剧配音的可以直接上手跑一遍，看 TTS 自然度和多角色对话效果。","href":"./2026-06-17.html#item-industry-8","url":"https://x.com/FishAudio/status/2066884434335236287","tags":["audio_voice","script","short_drama"],"entities":["Fish Audio","Story Studio"],"gist":"Fish Audio推出脚本转播客的Story Studio"},{"id":"2026-06-17-industry-09","date":"2026-06-17","section":"industry","sectionName":"行业与平台","source":"@AnthropicAI","title":"The average task in Claude Code has grown more valuable","summary":"Anthropic 官方数据：Claude Code 每次会话处理的平均任务价值，从去年 10 月到今年 4 月增长了 27%。对比维度是同一任务在自由职业市场的报价。数据来自官方博客，具体任务类型和增长驱动因素需查看原文。","recommendation":"Anthropic 用数据证明 Claude Code 处理的任务越来越值钱，搞 AI 编程工作流的技术整合者可以看看这个趋势数据，判断自己团队的工具投入方向。","href":"./2026-06-17.html#item-industry-9","url":"https://x.com/AnthropicAI/status/2066969536423985295","tags":["agent","industry"],"entities":["Claude Code"],"gist":"Claude Code任务价值增长27%的数据报告"},{"id":"2026-06-17-industry-10","date":"2026-06-17","section":"industry","sectionName":"行业与平台","source":"@FLORAai","title":"Your hardest fashion workflow problems, solved live","summary":"FLORA 推出 Fashion Studio，一套专为时尚和服装团队设计的新工具集，由 Forward Deployed Creative Kate Burmatnova 在直播 workshop 中首次演示。工具集围绕服装品类的工作流（如服装图生成、版型适配、品类素材批量处理）构建，面向品牌和电商团队的视觉物料生产场景。","recommendation":"FLORA 为时尚团队定制了一套新工具集，做 AI 视觉和服装设计的可以点开看 workshop 回放，看工具链怎么适配服装品类的工作流。","href":"./2026-06-17.html#item-industry-10","url":"https://x.com/floraai/status/2066959270067777941","tags":["image_gen","commercial","tutorial"],"entities":["FLORA","Fashion Studio"],"gist":"FLORA发布时尚服装工作流工具集Fashion Studio"},{"id":"2026-06-17-tools-01","date":"2026-06-17","section":"tools","sectionName":"工具与能力","source":"Midjourney","title":"Midjourney V8.1 推出 Draft mode 草稿模式与新功能预览","summary":"Midjourney V8.1 推出 Draft mode 草稿模式，每次生成24张低分辨率低质量图片，用户可对任意图片点击 \"Vary\" 将其渲染为全质量全分辨率版本，草稿任务消耗的快速小时数减半。","recommendation":"做视觉开发和美术总设的可以试试这个草稿模式，一次出24张低清图，选中的再渲染成高清，快速小时数还减半，前期风格探索效率能提不少。","href":"./2026-06-17.html#item-tools-1","url":"https://updates.midjourney.com/draft-mode-for-v8-1-and-new-feature-previews","tags":["image_gen","control","tutorial"],"entities":["Midjourney"],"gist":"Midjourney V8.1推出草稿模式提升出图效率"},{"id":"2026-06-17-tools-02","date":"2026-06-17","section":"tools","sectionName":"工具与能力","source":"@ManusAI","title":"New: You can now queue messages while your task runs","summary":"Manus AI 新增任务消息排队功能：用户可在当前任务运行期间提前输入下一条指令，系统自动排队，待当前任务完成后按序执行。该更新针对多步骤 Agent 工作流场景，减少等待和手动干预，提升连续任务处理效率。","recommendation":"Manus 给任务队列加了消息排队功能，不用等当前任务跑完就能继续发指令。做 AI 工作流编排和 Agent 工具的可以直接接上测，省掉手动排队等待的环节。","href":"./2026-06-17.html#item-tools-2","url":"https://x.com/ManusAI/status/2066899447225999515","tags":["agent","industry"],"entities":["Manus"],"gist":"Manus新增任务消息排队功能提升Agent工作流效率"},{"id":"2026-06-17-tools-03","date":"2026-06-17","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"The difference between a video that looks fine and one that…","summary":"HeyGen 在 HyperFrames 视频生成工具中新增音效与配乐搜索功能，支持按氛围描述（如“悬疑”“温暖”）直接检索音乐和 SFX，并在生成过程中叠加。该功能面向视频创作者，旨在减少后期单独找音效的环节，提升成片质感。","recommendation":"HeyGen 给视频生成加了音效搜索层，后期和短剧团队可以省掉单独找配乐和音效的环节，直接在生成时按氛围描述出素材。","href":"./2026-06-17.html#item-tools-3","url":"https://x.com/HeyGen/status/2066949076604874792","tags":["video_gen","audio_sfx","audio_music"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen视频生成新增音效与配乐搜索功能"},{"id":"2026-06-17-tools-04","date":"2026-06-17","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"RT @Miguel07Code: Introducing 9 new code animations in…","summary":"HyperFrames 新增 9 种代码动画模板，可通过 `npx hyperframes add code` 命令一键下载。该工具面向代码演示和视觉化场景，适合技术演示、产品展示等需要代码动画的创作需求。","recommendation":"HyperFrames 新增 9 种代码动画模板，做 AI 视觉或技术演示的可以装起来用，一行命令就能拉下来。","href":"./2026-06-17.html#item-tools-4","url":"https://x.com/HeyGen/status/2066696821695770666","tags":["animation","tutorial"],"entities":["HyperFrames"],"gist":"HyperFrames新增9种代码动画模板可一键下载"},{"id":"2026-06-17-methods-01","date":"2026-06-17","section":"methods","sectionName":"方法与经验","source":"Anthropic","title":"Anthropic：智能体编码中专业知识回报持续存在","summary":"Anthropic 基于约 40 万次 Claude Code 交互会话（2025年10月至2026年4月）分析发现：人类主导规划决策（做什么），Claude 主导执行决策（怎么做）。领域专业知识越强，模型每次指令完成的工作量越多。七个月间调试会话占比下降近一半，使用转向端到端智能体任务（部署运行代码、分析数据、编写非代码文档），典型任务价值平均上升约 25%。","recommendation":"Anthropic 基于 40 万次 Claude Code 会话的实证分析，搞 AI 编程和 Agent 工作流的可以当决策参考：人类定方向、模型写代码，领域知识越深产出越大。","href":"./2026-06-17.html#item-methods-1","url":"https://www.anthropic.com/research/claude-code-expertise","tags":["agent","industry"],"entities":["Anthropic","Claude Code"],"gist":"Anthropic分析Claude Code会话揭示人机协作分工"},{"id":"2026-06-17-methods-02","date":"2026-06-17","section":"methods","sectionName":"方法与经验","source":"@Google","title":"@googlegemma @measure_plan 2️⃣ @GOROman built an app that…","summary":"Google 官方推文展示开发者 @GOROman 基于 Gemma 4 构建的 App，可将现实世界重构成冒险游戏。Gemma 4 大模型支持 256K 上下文窗口，能记住长时间交互历史。该案例主要展示模型长上下文处理能力，非面向影视创作场景。","recommendation":"Google 官方展示 Gemma 4 长上下文能力的一个应用 demo，做 AI 编程和 Agent 应用的可以看 256K 上下文在实际场景里的表现。","href":"./2026-06-17.html#item-methods-2","url":"https://x.com/Google/status/2066911815225737442","tags":["agent","case_study"],"entities":["Gemma 4"],"gist":"开发者用Gemma 4构建现实世界冒险游戏App"},{"id":"2026-06-17-methods-03","date":"2026-06-17","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Creator lecovictor ( IG ) built this workflow to explore…","summary":"ComfyUI 官方账号分享创作者 lecovictor 的工作流：用 Flux 2 Klein 做演员老化效果，用 Wan 2.2 Fun Control 做动作迁移，将 AI 生成与传统 VFX 流程结合。该工作流已公开，视觉师和后期可直接拆解复用。","recommendation":"一个把 AI 和传统 VFX 结合的工作流，用 Flux 做演员老化、Wan 做动作迁移。做视觉和后期的可以拆开跑一遍，看合成效果和流程衔接。","href":"./2026-06-17.html#item-methods-3","url":"https://x.com/ComfyUI/status/2066947693629608183","tags":["post_fx","tutorial","case_study"],"entities":["ComfyUI","Flux 2 Klein","Wan 2.2 Fun Control"],"gist":"ComfyUI工作流结合AI与传统VFX做演员老化"},{"id":"2026-06-17-methods-04","date":"2026-06-17","section":"methods","sectionName":"方法与经验","source":"@elevenlabs","title":"Read the full case study: https://t","summary":"ElevenLabs 官方发布一条客户案例推文，正文仅含链接，无具体内容摘要。案例主题和客户信息需查看链接原文确认。","recommendation":"ElevenLabs 官宣了一个客户案例，具体内容在链接里。做 AI 配音和后期声音的可以点开看看，看有没有可复用的工作流或成本数据。","href":"./2026-06-17.html#item-methods-4","url":"https://x.com/ElevenLabs/status/2066800673891463197","tags":["case_study","audio_voice"],"entities":["ElevenLabs"],"gist":"ElevenLabs发布客户案例，内容待查看链接"},{"id":"2026-06-17-methods-05","date":"2026-06-17","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"Seedance 2","summary":"创作者 @MayorKingAI 用 5 组电影感 prompt（动态场景、打斗、对话、运镜）对比测试 Dreamina 的 Seedance 2.0 与 Seedance 2.0 Mini 的出片效果和性价比差异，结果以视频形式发布在 X 平台。","recommendation":"个人实测 Seedance 2.0 和 Mini 版的画质与价格差异，做短剧和视觉的可以看 5 组同 prompt 对比，判断 Mini 版够不够用。","href":"./2026-06-17.html#item-methods-5","url":"https://x.com/MayorKingAI/status/2066970410575655274","tags":["video_gen","tutorial","prompt"],"entities":["Seedance 2.0","Seedance 2.0 Mini","Dreamina"],"gist":"对比Seedance 2.0与Mini版画质和性价比"},{"id":"2026-06-17-works-01","date":"2026-06-17","section":"cases","sectionName":"作品与案例","source":"@Kling_ai","title":"可灵Kling AI驱动作品《Pequena Máquina》上线","summary":"可灵Kling AI作为驱动引擎，支持创意合作伙伴历时约一年打造的两集AI作品《Pequena Máquina》今日正式上线。作品使用Kling AI和Showcraft（来自nurastudios）制作，作者倾注一年时间构建世界，现已面向公众开放。","recommendation":"可灵官方驱动的AI短片，一年打磨两集，做AI短剧和长片的可以拉片看角色一致性和叙事节奏处理。","href":"./2026-06-17.html#item-cases-1","url":"https://x.com/Kling_ai/status/2066908789413237026","tags":["video_gen","case_study","consistency"],"entities":["可灵","Kling AI","Showcraft"],"gist":"可灵驱动AI短片《Pequena Máquina》上线"},{"id":"2026-06-17-works-02","date":"2026-06-17","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"Awesome UGC ad","summary":"PixVerse 官方转发用户 @heisturnx 用 PixVerse 制作的 UGC 广告，全程无实拍、无摄影棚，纯 AI 生成。广告风格偏真实用户推荐，适合短剧和品牌广告场景参考。","recommendation":"PixVerse 官方转发的 UGC 广告案例，零实拍纯 AI 出片，做短剧和广告的可以拉片看镜头和产品植入怎么用 AI 做。","href":"./2026-06-17.html#item-cases-2","url":"https://x.com/PixVerse_/status/2066823468130484349","tags":["video_gen","commercial","case_study"],"entities":["PixVerse"],"gist":"PixVerse纯AI生成UGC广告案例展示"},{"id":"2026-06-17-works-03","date":"2026-06-17","section":"cases","sectionName":"作品与案例","source":"@CharaspowerAI","title":"This is crazy 🤯","summary":"创作者 @CharaspowerAI 用 Agent One 工具从创意到成片完成了一支《守望先锋》风格的角色预告片，过程中持续给出方向、精修场景、探索不同创意选项，最终由 Agent One 辅助生成成片。展示了个人创作者在 AI 辅助下完成风格化短片的工作流。","recommendation":"个人创作者用 Agent One 从零到片做了一支《守望先锋》风格角色预告片，编导和短剧团队可以拉片看人机协作的创作节奏和方向把控方式。","href":"./2026-06-17.html#item-cases-3","url":"https://x.com/CharaspowerAI/status/2066944002918887857","tags":["agent","video_gen","case_study"],"entities":["Agent One"],"gist":"用Agent One辅助制作守望先锋风格预告片"},{"id":"2026-06-18-industry-01","date":"2026-06-18","section":"industry","sectionName":"行业与平台","source":"@xai","title":"Imagine Video 1","summary":"xAI 发布 Imagine Video 1.5，API 已开放，同时面向消费者推出 Video 1.5 Fast 版本，画质提升且等待时间大幅缩短。720p 视频渲染时间从上一代的 40 秒以上降至约 25 秒。","recommendation":"xAI 视频模型大版本更新，API 和消费端同步上线，720p 出片从 40 秒压到 25 秒，做短剧和视觉的可以直接接 API 测一周出片效率。","href":"./2026-06-18.html#item-industry-1","url":"https://x.com/xai/status/2067092899335159819","tags":["video_gen","cost_open"],"entities":["Imagine Video 1.5","Video 1.5 Fast"],"gist":"xAI发布Imagine Video 1.5，渲染速度提升"},{"id":"2026-06-18-industry-02","date":"2026-06-18","section":"industry","sectionName":"行业与平台","source":"IT之家","title":"阿里云发布HappyOyster 1.0：一句话生成可实时交互的数字世界","summary":"阿里云6月17日发布开放式世界模型HappyOyster 1.0，基于原生多模态架构，支持多模态输入与音视频联合生成，可在生成过程中持续接收用户指令并实时响应画面，保持人物和环境长程一致性。官网开放「实时导演」（随时叫停改写故事、与虚拟男友实时互动等）与「世界探索」（自由漫游、滑板冲刺、翼装滑翔、骑马奔驰、攻击打怪等交互）两种玩法。4月16日已开放内测，即日起至7月17日官网不定期掉落体验积分。","recommendation":"阿里云把实时交互世界模型做出来了，一句话生成还能边跑边改。做互动短剧和虚拟角色的可以直接上手试「实时导演」玩法，看交互叙事能玩到什么程度。","href":"./2026-06-18.html#item-industry-2","url":"https://www.ithome.com/0/965/652.htm","tags":["video_gen","three_d","consistency"],"entities":["HappyOyster"],"gist":"阿里云发布实时交互世界模型HappyOyster 1.0"},{"id":"2026-06-18-industry-03","date":"2026-06-18","section":"industry","sectionName":"行业与平台","source":"@Skywork_ai","title":"Introducing Skywork Design","summary":"天工 AI 推出 Skywork Design，将设计能力迁移至无限画布。用户输入需求即可生成完整页面组（首页、流程页、仪表盘等），支持逐页迭代并锁定品牌资产（Logo、配色、版式），确保多页面风格一致。","recommendation":"从一句话描述到整站页面布局，AI 设计工具又卷了一步。做视觉和美术总设的可以上手测，看品牌资产锁定和页面级迭代的实际体验。","href":"./2026-06-18.html#item-industry-3","url":"https://x.com/Skywork_ai/status/2067044797026841023","tags":["image_gen","art_design","consistency"],"entities":["Skywork Design"],"gist":"天工AI推出Skywork Design生成多页面设计"},{"id":"2026-06-18-industry-04","date":"2026-06-18","section":"industry","sectionName":"行业与平台","source":"Claude","title":"Claude Design 更新：跨项目保持品牌一致，与Claude Code协同","summary":"Claude 6月17日更新Design功能，支持跨项目统一设计系统，可从GitHub、设计文件或原始上传导入，团队管理员可锁定标准系统防止篡改。编辑器支持拖拽、对齐、缩放，稳定性提升。新增桌面端侧边栏入口及独立网页端claude.ai/design。支持导出PDF、PPT，集成Adobe、Canva、Gamma等工具。发布首周用户超一百万。","recommendation":"做视觉开发和品牌物料管理的团队可以直接把设计系统导入Claude Design，跨项目保持视觉一致性，省掉反复对稿的环节。","href":"./2026-06-18.html#item-industry-4","url":"https://claude.com/blog/claude-design-stays-on-brand-for-daily-work","tags":["image_gen","art_design","consistency"],"entities":["Claude Design","Claude Code"],"gist":"Claude Design更新支持跨项目品牌一致"},{"id":"2026-06-18-industry-05","date":"2026-06-18","section":"industry","sectionName":"行业与平台","source":"公众号","title":"Kickart 3.0发布，让广告视频创作更精准高效","summary":"火山引擎Kickart 3.0（原“创作Agent”）正式上线，核心升级为对话式视频生成模式，用户通过多轮自然语言对话调整商品图、故事板并生成营销视频。新增“爆款裂变”能力：上传视频链接后自动拆解爆款逻辑并重构至新商品视频。平台已接入Seedance 2.0 mini，支持SaaS、API及Skill多种交付方式，并内置抖音电商内容合规与质量预审核功能。","recommendation":"火山引擎把营销视频生成工具升级到3.0，对话式出片+爆款拆解+抖音合规预审一条龙，做短剧和广告投放的可以接API跑一轮，看批量出片效率能提多少。","href":"./2026-06-18.html#item-industry-5","url":"https://mp.weixin.qq.com/s/e6SOMeRbdMB_zATsNcYmUQ","tags":["video_gen","commercial","agent"],"entities":["Kickart 3.0","Seedance 2.0 mini"],"gist":"火山引擎Kickart 3.0对话式生成营销视频"},{"id":"2026-06-18-industry-06","date":"2026-06-18","section":"industry","sectionName":"行业与平台","source":"@HeyGen","title":"HyperFrames is now officially live on @Grok","summary":"HeyGen 宣布其视频生成产品 HyperFrames 正式上线 Grok 平台。Grok 的任意回答可在几分钟内自动生成一条完整视频，官方演示视频即由该功能生成。面向 Grok 用户提供从文本到视频的端到端生成能力，适用于快速内容生产与短剧批量制作场景。","recommendation":"HeyGen 把 HyperFrames 塞进 Grok，Grok 的回答能直接转成视频。做短剧和内容批量的可以接上 Grok 的 API 试一轮，看自动出片的质量和速度。","href":"./2026-06-18.html#item-industry-6","url":"https://x.com/HeyGen/status/2067265154505744833","tags":["video_gen","short_drama","agent"],"entities":["HyperFrames","Grok","HeyGen"],"gist":"HeyGen HyperFrames上线Grok自动生成视频"},{"id":"2026-06-18-industry-07","date":"2026-06-18","section":"industry","sectionName":"行业与平台","source":"@comfyui","title":"Going live with the founders of @ideogram_ai and ComfyUI","summary":"ComfyUI 官方预告一场直播对谈：Ideogram CEO Mohsen Norouzi 与 ComfyUI CEO Yoland Yan 将讨论开源文生图模型现状、开源权重 vs 闭源 API 的竞争格局，以及下一步发展方向。直播时间待定，链接已发布。","recommendation":"Ideogram 和 ComfyUI 两位 CEO 对谈，聊开源文生图模型 vs 闭源 API 的现状和下一步。做工作流整合和模型选型的可以蹲回放听一手判断。","href":"./2026-06-18.html#item-industry-7","url":"https://x.com/ComfyUI/status/2067285028342837393","tags":["image_gen","cost_open","industry"],"entities":["Ideogram","ComfyUI"],"gist":"Ideogram与ComfyUI CEO对谈开源文生图"},{"id":"2026-06-18-tools-01","date":"2026-06-18","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"New on the Runway API: Recipes","summary":"Runway 在 API 中推出 Recipes 功能，将 Runway 自有的 prompt 和 workflow 经验封装为可直接调用的 API 端点，开发者无需自行构建或维护工作流，即可在平台中集成生产级生成式媒体功能。","recommendation":"Runway 把自家 prompt 和 workflow 经验打包成 API 端点，做工具链整合的可以直接接，省掉自己搭工作流的功夫。","href":"./2026-06-18.html#item-tools-1","url":"https://x.com/runwayml/status/2067335278943990212","tags":["agent","cost_open","tutorial"],"entities":["Runway"],"gist":"Runway API推出Recipes封装工作流供调用"},{"id":"2026-06-18-tools-02","date":"2026-06-18","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"Inpainting can now reference any image on your canvas","summary":"FLORA 推出局部重绘新功能：在 prompt 中用 @ 引用画布上任意已有图像作为参考，模型会基于该参考图进行局部重绘，无需再用文字描述目标风格或角色外观。适用于保持产品、角色、场景的视觉一致性，减少反复调参。","recommendation":"FLORA 把局部重绘升级成「引用画布任意图」做参考，不用再靠文字描述碰运气。做角色/产品视觉一致性的可以直接上手试，省掉反复调 prompt 的功夫。","href":"./2026-06-18.html#item-tools-2","url":"https://x.com/floraai/status/2067344115722080257","tags":["image_gen","consistency","control"],"entities":["FLORA"],"gist":"FLORA局部重绘支持引用画布任意图作参考"},{"id":"2026-06-18-tools-03","date":"2026-06-18","section":"tools","sectionName":"工具与能力","source":"@midjourney","title":"We've released a new big-batch draft mode for V8","summary":"Midjourney 为 V8.1 模型推出 big-batch draft 模式，一次生成 24 张低分辨率图像，价格仅为标准 4 张图的一半。用户选中满意结果后，可通过 Vary 功能将其升级为全分辨率版本。该模式面向需要大量快速出图筛选概念方向的创作者，大幅降低前期视觉探索的试错成本。","recommendation":"Midjourney 出了个省钱模式：24 张低分辨率图只要标准 4 张图一半的价，看中哪张点 Vary 再升全分辨率。做短剧批量出角色/场景概念图的可以直接当草稿箱用，省预算利器。","href":"./2026-06-18.html#item-tools-3","url":"https://x.com/midjourney/status/2067292710063800483","tags":["image_gen","cost_open","ideation"],"entities":["Midjourney"],"gist":"Midjourney V8.1推出低价批量草稿模式"},{"id":"2026-06-18-tools-04","date":"2026-06-18","section":"tools","sectionName":"工具与能力","source":"@fal","title":"Try them here today","summary":"AI 推理平台 fal 正式上线 1080p 图生视频和文生视频能力，同时保留 720p 选项。用户可通过官方链接直接体验，无需额外配置。这是 fal 在视频生成分辨率上的重要升级，此前仅支持 720p。","recommendation":"fal 把图生视频和文生视频都推到 1080p 了，做短剧和视觉的可以直接跑一遍看画质和一致性有没有跟上。","href":"./2026-06-18.html#item-tools-4","url":"https://x.com/fal/status/2067194509641814502","tags":["video_gen","image_gen"],"entities":["fal"],"gist":"fal平台上线1080p图生视频和文生视频"},{"id":"2026-06-18-tools-05","date":"2026-06-18","section":"tools","sectionName":"工具与能力","source":"@fal","title":"A new version of LTX 2","summary":"fal 上线新版 LTX 2.3 LoRA Trainers，覆盖 23 个训练端点，支持 audio to video、video to video、image to video、outpaint、text to audio 等生成与编辑工作流，可直接在 fal 平台训练自定义 LoRA。","recommendation":"fal 把 LTX 2.3 LoRA 训练器铺到 23 个端点，覆盖音视频双向生成和编辑，做工作流整合的可以直接接 API 跑自定义 LoRA。","href":"./2026-06-18.html#item-tools-5","url":"https://x.com/fal/status/2067321998678622619","tags":["video_gen","audio_voice","cost_open","tutorial"],"entities":["fal","LTX 2.3"],"gist":"fal上线LTX 2.3 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联动，用户可将 Claude Design 中的设计稿直接发送至 Replit 平台，自动生成可运行的应用。该功能打通了从设计到开发的关键环节，减少手动编码和工具切换成本。对 AIGC 技术整合者和快速原型验证场景有直接价值。","recommendation":"Claude Design 和 Replit 打通了，设计稿一键变可运行应用。做 AI 工具链整合和原型快速验证的可以直接上手试，省掉中间切工具的手工活。","href":"./2026-06-18.html#item-tools-7","url":"https://x.com/Replit/status/2067328501003497684","tags":["agent","industry"],"entities":["Claude Design","Replit"],"gist":"Claude Design与Replit联动，设计稿自动生成应用"},{"id":"2026-06-18-tools-08","date":"2026-06-18","section":"tools","sectionName":"工具与能力","source":"@dotey","title":"baoyu-design 本地动画视频导出功能更新","summary":"baoyu-design（本地运行 Claude Design 的 Skill）新增动画视频导出功能。其声明式动画引擎基于 f(t) 设计，任意时间点 t 可绝对确定画面状态。导出采用无头 Chromium 逐帧截图 + ffmpeg 编码，每帧等待两帧 requestAnimationFrame 确保渲染完成。截图以 2 倍 DPR（3840×2160）再缩回 1080p，保证细节清晰。95 秒 30fps 动画需 2850 次截图循环，帧帧精确。项目已开源（MIT），获 1.2K star。","recommendation":"本地跑动画导出，后期和整合师可以直接拉下来跑一遍，看帧帧精确的截图方案稳不稳。","href":"./2026-06-18.html#item-tools-8","url":"https://x.com/dotey/status/2067039941960327204","tags":["animation","tutorial","post_fx"],"entities":["baoyu-design","Claude Design","ffmpeg"],"gist":"baoyu-design本地动画视频导出功能更新"},{"id":"2026-06-18-methods-01","date":"2026-06-18","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"The next frontier in AI video isn't better motion - it's…","summary":"ComfyUI 官方账号展示创作者 seungho__yeo 的工作流：用 Hyper POV 节点 + Seedance 2 模型，从单张静态图生成多机位 POV 镜头序列，替代传统实拍所需的摄影机位、场地勘景和多镜头编排。","recommendation":"ComfyUI 官方推的 POV 镜头工作流，用单张图+Seedance 2 出多机位效果，做 AI 短剧和视觉开发的可以跑一遍看镜头调度上限。","href":"./2026-06-18.html#item-methods-1","url":"https://x.com/ComfyUI/status/2067344067185590707","tags":["video_gen","camera","control"],"entities":["ComfyUI","Hyper POV","Seedance 2"],"gist":"用Hyper POV和Seedance 2从单图生成多机位POV"},{"id":"2026-06-18-methods-02","date":"2026-06-18","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Sky Replacement Demo:","summary":"VFX 艺术家 @heydoughogan 在 ComfyUI 上搭建了一套天空替换工作流：输入实拍素材后逐帧解码，用图像模型重写天空（白天→日落、风暴等），生成完整的动态氛围而非静态贴图替换，且能锁定镜头运动。","recommendation":"VFX 师用 ComfyUI 做天空替换工作流，不只是贴图而是生成动态氛围，后期和视觉师可以直接跑一遍看效果稳不稳。","href":"./2026-06-18.html#item-methods-2","url":"https://x.com/ComfyUI/status/2067034264810787297","tags":["post_fx","image_gen","tutorial"],"entities":["ComfyUI"],"gist":"ComfyUI天空替换工作流生成动态氛围"},{"id":"2026-06-18-methods-03","date":"2026-06-18","section":"methods","sectionName":"方法与经验","source":"Hugging Face","title":"MolmoMotion：语言引导的3D运动预测模型","summary":"MolmoMotion基于Molmo 2骨干网络，输入视频帧、物体上的3D点标记及文字动作指令（如\"移动并旋转桌上放水果的木碗\"），预测未来数秒内这些点的3D轨迹。提供自回归（AR）和流匹配（FM）两个变体，同时开源了含116万视频的MolmoMotion-1M数据集和PointMotionBench基准测试。模型权重、数据集和基准测试均已开源。","recommendation":"一个能根据文字指令预测物体3D运动轨迹的开源模型，做AI动画和视觉特效的可以看看能不能接进工作流里做自动运动匹配。","href":"./2026-06-18.html#item-methods-3","url":"https://huggingface.co/blog/allenai/molmomotion","tags":["three_d","animation","control"],"entities":["MolmoMotion","Molmo 2","PointMotionBench"],"gist":"MolmoMotion用语言指令预测3D物体运动轨迹"},{"id":"2026-06-18-methods-04","date":"2026-06-18","section":"methods","sectionName":"方法与经验","source":"@lovart_ai","title":"Saw everyone turning themselves into video game loading…","summary":"Lovart 团队跟风「自拍变游戏加载画面」趋势，用一张自拍生成希腊神话风格标题画面，含动态背景和可交互 HTML 菜单。推文附完整工作流链接。","recommendation":"一个把自拍变游戏加载画面的玩法，视觉师可以当风格参考，工作流链接在推文里，想复现的直接点开跑一遍。","href":"./2026-06-18.html#item-methods-4","url":"https://x.com/lovart_ai/status/2067200712095011226","tags":["image_gen","animation","tutorial"],"entities":["Lovart"],"gist":"Lovart用自拍生成游戏加载画面风格作品"},{"id":"2026-06-18-works-01","date":"2026-06-18","section":"cases","sectionName":"作品与案例","source":"@pika_labs","title":"”Dinner: A Broccumentary” https://t","summary":"Pika Labs 官方发布 AI 短片《Dinner: A Broccumentary》，标题为 broccoli（西兰花）与 documentary（纪录片）的文字组合，推测为一部以西兰花为主题的 AI 生成短片。","recommendation":"Pika 官方发的新短片，标题玩了个 broccoli + documentary 的文字梗，视觉师和编导可以点开看看 Pika 现在的出片质感到了什么程度。","href":"./2026-06-18.html#item-cases-1","url":"https://x.com/pika_labs/status/2067367707696410661","tags":["film","case_study","video_gen"],"entities":["Pika"],"gist":"Pika官方发布AI短片展示出片质感"},{"id":"2026-06-18-works-02","date":"2026-06-18","section":"cases","sectionName":"作品与案例","source":"@whorange__","title":"几天前，我开玩笑说要用这种风格拍一部短片……所以我真的拍了 --sref 3733128026 --v 7…","summary":"创作者 WHORANGE 用 Midjourney 风格参考（--sref 3733128026 --v 7）制作了一部短片，风格为图形化构图、象征性角色、黑暗童话插画质感。个人创作者独立完成，展示了从单帧风格到连贯叙事的转化能力。","recommendation":"个人创作者用 Midjourney 风格参考做了一部短片，视觉师和编导可以拉片看图形化构图和象征性角色怎么撑起叙事。","href":"./2026-06-18.html#item-cases-2","url":"https://x.com/whorange__/status/2067115636728430989","tags":["film","case_study","art_design","image_gen"],"entities":["Midjourney"],"gist":"用Midjourney风格参考制作图形化短片"},{"id":"2026-06-18-works-03","date":"2026-06-18","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"让5个AI文明模拟人生，它竟然灭亡了...","summary":"小红书作者「数字生命卡兹克」发布 AI 模拟实验视频，让 5 个 AI 文明在虚拟世界中自主演化、互动直至灭亡。视频展示了 AI 驱动的多智能体叙事实验，适合关注 AI 叙事和短剧创意的创作者参考。","recommendation":"卡兹克用 AI 模拟文明演化的实验视频，做 AI 短剧和叙事实验的可以看看他如何用 AI 驱动多角色、多文明互动，当个叙事灵感参考。","href":"./2026-06-18.html#item-cases-3","url":"https://www.xiaohongshu.com/explore/6a2b9de80000000021016d6f","tags":["case_study","ideation","agent"],"entities":[],"gist":"AI模拟文明演化实验提供叙事灵感"},{"id":"2026-06-18-works-04","date":"2026-06-18","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"三个北大理工男，36小时做出AI动画获奖短片","summary":"小红书作者「中二班班长」发布的 AI 动画短片，由三位北大理工男在 36 小时内完成制作并获奖。短片题材和视觉风格偏二次元/动画向，展示了小团队在极短周期内完成 AI 叙事成片的可能性。","recommendation":"三个北大理工男 36 小时做出来的 AI 动画短片，做短剧和编导的可以拉片看看学生团队在极限时间下的叙事取舍和视觉风格处理。","href":"./2026-06-18.html#item-cases-4","url":"https://www.xiaohongshu.com/explore/6a3237f600000000110134e8","tags":["animation","case_study","short_drama"],"entities":[],"gist":"三人36小时制作AI动画获奖短片"},{"id":"2026-06-18-works-05","date":"2026-06-18","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"豪门千金为活命强追底层修理工，没想到修理工才是真正大佬","summary":"B 站作者「贺兰漫书」的 AI 短剧作品，题材为豪门千金与底层修理工的霸总反转故事，属于 AI 短剧常见套路化叙事。","recommendation":"B 站 AI 短剧新作，霸总+反转套路，做 AI 短剧的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-06-18.html#item-cases-5","url":"https://www.bilibili.com/video/BV1VDJV6LEBd","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧霸总反转套路叙事与一致性"},{"id":"2026-06-18-works-06","date":"2026-06-18","section":"cases","sectionName":"作品与案例","source":"@jamesyeung18","title":"哨站 III 10 12 304 1.4万","summary":"James Yeung 发布 AI 短片《哨站 III》，个人创作者作品，视觉风格偏科幻/末世题材。","recommendation":"个人创作者 AI 短片新作，视觉师和编导可以拉片看风格和镜头处理。","href":"./2026-06-18.html#item-cases-6","url":"https://x.com/jamesyeung18/status/2067174406749843800","tags":["film","case_study","video_gen"],"entities":[],"gist":"个人创作者发布科幻末世AI短片"},{"id":"2026-06-19-industry-01","date":"2026-06-19","section":"industry","sectionName":"行业与平台","source":"@LumaLabsAI","title":"RT @DreamLabLA: Introducing Luma Skills","summary":"Luma Labs 推出 Luma Skills 功能，允许用户将一次性的创意工作流（如特定风格的角色动画、镜头运动、调色方案）保存为可重复调用的 Skill，后续新项目可直接复用，无需重新搭建。该功能面向批量内容生产场景，旨在降低重复劳动、提升 AI 创作的一致性。","recommendation":"Luma 把可复用的创作工作流做成了产品功能，做短剧和批量视觉的可以当周上手测，看能不能把常用流程一次搭好反复跑。","href":"./2026-06-19.html#item-industry-1","url":"https://x.com/LumaLabsAI/status/2067655789465292977","tags":["agent","consistency"],"entities":["Luma"],"gist":"Luma推出可复用创作工作流功能"},{"id":"2026-06-19-industry-02","date":"2026-06-19","section":"industry","sectionName":"行业与平台","source":"@fal","title":"Rodin v2","summary":"fal 平台上线 Rodin v2.5 模型，支持文本或最多 5 张参考图生成生产级 3D 资产，输出带 PBR 材质和 HD 纹理，三角面数从 50K 到 2M 分档可选，覆盖背景到主角级资产。","recommendation":"3D 资产生成从 50K 到 2M 三角面可选，带 PBR 材质和 HD 纹理，做 AI 视觉和场景搭建的可以直接上 fal 测一轮出图质量。","href":"./2026-06-19.html#item-industry-2","url":"https://x.com/fal/status/2067746548448903258","tags":["three_d"],"entities":["Rodin v2.5","fal"],"gist":"Rodin v2.5生成生产级3D资产"},{"id":"2026-06-19-industry-03","date":"2026-06-19","section":"industry","sectionName":"行业与平台","source":"@fal","title":"Boogu Image is now live on fal","summary":"fal 平台上线 Boogu Image，一个约 10B 参数的开源图像模型，主打照片级写实感和指令式图像编辑能力。提供 Text-to-Image 和 instruction-based Edit 两个 API 端点，支持原生 2K 分辨率输出。","recommendation":"Boogu Image 上架 fal，10B 参数开源模型，原生 2K 出图+指令编辑，做视觉和美术的可以直接接 API 跑一轮看质感。","href":"./2026-06-19.html#item-industry-3","url":"https://x.com/fal/status/2067400686623498701","tags":["image_gen"],"entities":["Boogu Image","fal"],"gist":"Boogu Image开源图像模型上线"},{"id":"2026-06-19-industry-04","date":"2026-06-19","section":"industry","sectionName":"行业与平台","source":"@xai","title":"Grok TTS delivers the most human-like speech","summary":"xAI 官方宣布 Grok TTS 语音模型，定位为「最像人的语音合成」，具体技术参数、支持语言、API 开放时间等细节尚未公开。该条推文文本仅含标题和链接，无实质内容。","recommendation":"xAI 官宣 Grok TTS 语音模型，主打拟人度。做 AI 配音、虚拟角色对话的可以直接蹲 API 实测，看自然度和延迟能不能打。","href":"./2026-06-19.html#item-industry-4","url":"https://x.com/xai/status/2067654108123910495","tags":["audio_voice"],"entities":["Grok TTS"],"gist":"xAI发布拟人语音合成模型"},{"id":"2026-06-19-industry-05","date":"2026-06-19","section":"industry","sectionName":"行业与平台","source":"The Verge AI","title":"Adobe’s redesigned AI studio remembers what your creations…","summary":"Adobe 发布重新设计的 Firefly AI 工作室，今日开启私测。核心更新是「持久上下文」：AI 能记住你之前创建的设计风格和素材，跨项目复用，无需每次重新描述。所有编辑和生成操作整合在单一界面内完成，支持可复用的资产库和结构化工作流。","recommendation":"Adobe Firefly 的 AI 工作室大改版，核心是记住了你之前做的图，跨项目复用素材和风格。做视觉和美术的可以蹲私测，省掉反复调参的功夫。","href":"./2026-06-19.html#item-industry-5","url":"https://www.theverge.com/tech/952104/adobe-firefly-ai-agent-elements-projects-update","tags":["image_gen"],"entities":["Adobe Firefly"],"gist":"Adobe Firefly工作室支持持久上下文"},{"id":"2026-06-19-industry-06","date":"2026-06-19","section":"industry","sectionName":"行业与平台","source":"@PixVerse_","title":"PixVerse × Captain Tsubasa is LIVE","summary":"PixVerse 与《足球小将》官方 IP 合作，推出限时 AI 共创活动（2026年6月12日-7月26日），用户可用 PixVerse 平台创作自己的足球故事。活动含转发抽奖送 300 积分。这是 PixVerse 首次与知名动漫 IP 进行官方授权合作，验证了 AI 视频平台与经典 IP 联动的商业化路径。","recommendation":"PixVerse 拿下《足球小将》官方 IP 授权做 AI 共创活动，做短剧和 IP 衍生内容的可以看看官方怎么玩授权合作和用户共创的链路。","href":"./2026-06-19.html#item-industry-6","url":"https://x.com/PixVerse_/status/2067683811966718018","tags":["video_gen"],"entities":["PixVerse"],"gist":"PixVerse与足球小将IP合作共创"},{"id":"2026-06-19-industry-07","date":"2026-06-19","section":"industry","sectionName":"行业与平台","source":"@fal","title":"Async Pro v1","summary":"Async Pro v1.0 多语言 TTS 模型上线 fal 平台，支持英、德、法、西、意、葡六语种，主打自然语速、清晰发音和流畅句间过渡，内置混合内容文本归一化处理。","recommendation":"多语言 TTS 模型上线 fal，后期和短剧团队做多语配音可以直接接 API 跑一轮，听自然度和语种覆盖够不够用。","href":"./2026-06-19.html#item-industry-7","url":"https://x.com/fal/status/2067670531772453327","tags":["audio_voice","cost_open"],"entities":["Async Pro","fal"],"gist":"多语言TTS模型Async Pro上线fal平台"},{"id":"2026-06-19-industry-08","date":"2026-06-19","section":"industry","sectionName":"行业与平台","source":"@krea_ai","title":"introducing the Krea Creator Program","summary":"Krea 推出创作者计划，面向艺术家、设计师和 AI 原生创作者开放申请。入选者可获得算力支持、新功能提前体验权、创作者奖励，以及与 Krea 团队更直接的沟通渠道。申请链接已开放。","recommendation":"Krea 开了个创作者计划，给算力、提前用新功能、还有奖励。做视觉和 AI 原生创作的可以填表申请，离团队近一点。","href":"./2026-06-19.html#item-industry-8","url":"https://x.com/krea_ai/status/2067729091525333379","tags":["industry","case_study"],"entities":["Krea"],"gist":"Krea推出创作者计划提供算力与奖励"},{"id":"2026-06-19-industry-09","date":"2026-06-19","section":"industry","sectionName":"行业与平台","source":"@heyglif","title":"RT @levelsio: The winners of the Vibe Jam 2026 sponsored by…","summary":"Vibe Jam 2026 获奖名单公布，由 Cursor、Bolt、Glif、Tripo 等 AI 工具厂商联合赞助。该推文仅列出获奖者名单，未公开具体获奖作品内容或评审标准。赞助商阵容覆盖了 AI 编程、前端生成、图像生成和 3D 建模，可作为当前 AI 创作工具链生态的参考。","recommendation":"Vibe Jam 2026 获奖名单公布，赞助商阵容（Cursor、Bolt、Glif、Tripo）本身就是工具链风向标，做 AI 短剧和整合工作流的可以看看获奖作品用了哪些工具组合。","href":"./2026-06-19.html#item-industry-9","url":"https://x.com/heyglif/status/2067646462251422184","tags":["industry","case_study","three_d"],"entities":["Cursor","Bolt","Glif","Tripo"],"gist":"Vibe Jam 2026获奖名单公布及赞助商阵容"},{"id":"2026-06-19-industry-10","date":"2026-06-19","section":"industry","sectionName":"行业与平台","source":"@WonderStudiosX","title":"On the 24th of June, we will host a masterclass with…","summary":"Wonder Studios 宣布将于 6 月 24 日与 OpenArt AI 联合举办大师课，主题为 OpenArt 新推出的智能体工作流「Director」。目前该工作流已向 Wonder 社区开放抢先体验，具体功能细节和操作方式需通过链接查看。","recommendation":"OpenArt 的 AI 导演工作流「Director」即将办大师课，现在有社区抢先体验名额。做 AI 短剧和编导的可以蹲一下这个工作流怎么用，看看能不能套进自己的制作流程。","href":"./2026-06-19.html#item-industry-10","url":"https://x.com/WonderStudiosX/status/2067641787674464437","tags":["agent","tutorial","short_drama"],"entities":["OpenArt","Director","Wonder Studios"],"gist":"OpenArt智能体工作流Director大师课预告"},{"id":"2026-06-19-tools-01","date":"2026-06-19","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"Luma Skills turn your creative assets into a system that…","summary":"Luma 在 Agents 产品中推出 Skills 功能：上传一次创意资产（品牌视觉、角色设定、产品图等），即可构建一个可复用的工作流，后续输入新想法或客户需求，自动生成数百个保持产品一致性的概念方案。面向快速出稿和批量创意迭代场景。","recommendation":"Luma 把创意资产打包成可复用的工作流，做短剧和广告批量的可以直接把品牌素材丢进去跑一轮，看自动出多少版物料。","href":"./2026-06-19.html#item-tools-1","url":"https://x.com/LumaLabsAI/status/2067691738253123680","tags":["agent","consistency","commercial"],"entities":["Luma"],"gist":"Luma Skills将创意资产转为可复用工作流"},{"id":"2026-06-19-tools-02","date":"2026-06-19","section":"tools","sectionName":"工具与能力","source":"@LeonardoAi","title":"Create cinematic scenes from any still - motion, cinematic…","summary":"Leonardo 推出图生视频新功能：从单张静态图直接生成电影级动态画面，支持 720p 分辨率、最长 15 秒，并同步生成匹配音效，一次完成无需后期合成。已开放使用。","recommendation":"Leonardo 把图生视频做到 720p/15 秒，还带同步音效，做短剧和视觉的可以上手跑一遍，看废片率和质感够不够直接进剪辑线。","href":"./2026-06-19.html#item-tools-2","url":"https://x.com/LeonardoAi/status/2067517820670247250","tags":["video_gen","audio_sfx","image_gen"],"entities":["Leonardo"],"gist":"Leonardo图生视频支持720p15秒带同步音效"},{"id":"2026-06-19-tools-03","date":"2026-06-19","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Your coding agent does more than write code","summary":"HeyGen 推出 MCP 服务器，可接入 Cursor AI 编程工具。用户只需在 Cursor 中配置该服务器并指向项目 README，AI 即可自动提取产品功能、定价等信息，一句话生成完整的发布视频，无需拍摄和剪辑。","recommendation":"HeyGen 的 MCP 服务器接入 Cursor，一句话从 README 自动生成产品发布视频。做后期和工具链整合的可以直接装起来跑一遍，省掉拍摄和剪辑环节。","href":"./2026-06-19.html#item-tools-3","url":"https://x.com/HeyGen/status/2067653661346636237","tags":["agent","video_gen","commercial"],"entities":["HeyGen","Cursor"],"gist":"HeyGen MCP接入Cursor自动生成产品发布视频"},{"id":"2026-06-19-tools-04","date":"2026-06-19","section":"tools","sectionName":"工具与能力","source":"@midjourney","title":"A technical dive inside our new \"Midjourney Scanner\"…","summary":"Midjourney 官方发布技术博文，详细拆解新功能「Midjourney Scanner」的内部原理与实现方式。该功能可将实体扫描件/照片输入后，通过 AI 进行修复、增强或风格化处理，具体技术细节和操作流程需查看链接原文。","recommendation":"Midjourney 官方技术拆解新 Scanner 功能，做视觉和后期修复的可以点开看具体怎么用，省得自己试错。","href":"./2026-06-19.html#item-tools-4","url":"https://x.com/midjourney/status/2067422898407837797","tags":["image_gen","post_fx","tutorial"],"entities":["Midjourney"],"gist":"Midjourney Scanner技术拆解与使用教程"},{"id":"2026-06-19-tools-05","date":"2026-06-19","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"Fix My Look: Upgrades the visual aesthetic of your video","summary":"Pika Labs 推出「Fix My Look」功能，用户可通过自然语言指令让 AI 代理自动优化视频的视觉美学，覆盖头发、灯光、化妆、背景等维度。该功能内置于 Pika 现有视频生成平台，无需额外工具或插件。","recommendation":"Pika 给视频加了个 AI 造型师，调头发、打光、化妆、换背景一句话搞定。做后期和视觉的可以省掉一多半逐帧修图的时间，直接跑一遍看效果稳不稳。","href":"./2026-06-19.html#item-tools-5","url":"https://x.com/pika_labs/status/2067674912110891345","tags":["video_gen","post_fx","lighting"],"entities":["Pika"],"gist":"Pika Fix My Look自然语言优化视频视觉"},{"id":"2026-06-19-tools-06","date":"2026-06-19","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"Kling 3","summary":"ComfyUI 官方宣布集成 Kling 3.0 Turbo 模型，主打 Kling 系列最快生成速度、强提示词遵循（首次运行即出片）、改进的音画同步，以及最佳性价比。用户更新 ComfyUI 至最新稳定版即可使用。","recommendation":"Kling 3.0 Turbo 进 ComfyUI 了，生成速度最快、提示词一次跑准、音画同步也修了。做短剧和批量出片的可以直接接进工作流跑一轮，看废片率降多少。","href":"./2026-06-19.html#item-tools-6","url":"https://x.com/ComfyUI/status/2067436226987327900","tags":["video_gen","audio_voice","cost_open"],"entities":["ComfyUI","Kling"],"gist":"Kling 3.0 Turbo集成ComfyUI提升速度与音画同步"},{"id":"2026-06-19-tools-07","date":"2026-06-19","section":"tools","sectionName":"工具与能力","source":"@topazlabs","title":"AI Sharpen just debuted in Adobe Lightroom","summary":"Topaz Labs 的 AI Sharpen 功能正式集成进 Adobe Lightroom，位于菜单栏 Photo > Enhance with AI > AI Sharpen。该功能专为高分辨率 RAW 图设计，能在保留自然噪点和胶片颗粒的前提下恢复细节纹理，适合后期修图、素材预处理等场景。","recommendation":"后期修图直接省一步，AI 降噪锐化塞进 Lightroom 菜单栏了，做 AI 后期和视觉的可以装上实测效果。","href":"./2026-06-19.html#item-tools-7","url":"https://x.com/topazlabs/status/2067646379090981324","tags":["post_fx","image_gen","tutorial"],"entities":["Topaz Labs","Adobe Lightroom"],"gist":"Topaz AI Sharpen集成Lightroom用于RAW图锐化"},{"id":"2026-06-19-tools-08","date":"2026-06-19","section":"tools","sectionName":"工具与能力","source":"@letz_ai","title":"Create fully editable web pages, presentations…","summary":"LetzAI Canvas 推出协作式 AI 编辑功能，AI 能实时看到用户屏幕内容，支持共同编辑网页、演示文稿、故事板等。官方发布教程演示如何用该功能克隆并编辑现有网站。","recommendation":"LetzAI Canvas 新功能：AI 能实时看到你的屏幕，一起协作改网页、做分镜、改 PPT。做分镜和视觉开发的可以上手试一下协作效率。","href":"./2026-06-19.html#item-tools-8","url":"https://x.com/letz_ai/status/2067567325243424917","tags":["agent","storyboard","tutorial"],"entities":["LetzAI Canvas"],"gist":"LetzAI Canvas协作AI实时编辑网页与分镜"},{"id":"2026-06-19-tools-09","date":"2026-06-19","section":"tools","sectionName":"工具与能力","source":"@replicate","title":"Riverflow 2","summary":"Replicate 平台上线 Riverflow 2.5 图像生成模型，该模型在 Designarena 榜单排名靠前。具体能力参数未公开，需实测确认风格与质量。","recommendation":"Riverflow 2.5 上了 Replicate，Designarena 榜单前排的图生模型，视觉师可以跑几张看看风格质感，做工作流集成的顺手接个 API。","href":"./2026-06-19.html#item-tools-9","url":"https://x.com/replicate/status/2067738761270596076","tags":["image_gen","tutorial"],"entities":["Riverflow 2.5","Replicate","Designarena"],"gist":"Riverflow 2.5 图像模型上线 Replicate 平台"},{"id":"2026-06-19-tools-10","date":"2026-06-19","section":"tools","sectionName":"工具与能力","source":"@perplexity_ai","title":"With Brain, Computer starts each task with full context of…","summary":"Perplexity 推出 Brain 功能，让 AI Agent 在每次任务开始时自动携带项目上下文、历史决策和来源信息，而非从零开始。官方数据：在需要过往上下文的任务上，答案正确性提升 25%，召回率提升 16%，单次任务成本降低 13%。已开放 API 调用。","recommendation":"Perplexity 给 AI Agent 加了个长期记忆层，做 AI 编程和自动化工作流的可以接 API 测一周，看上下文复用对创作工具链的提效有多大。","href":"./2026-06-19.html#item-tools-10","url":"https://x.com/perplexity_ai/status/2067642159793406112","tags":["agent","industry"],"entities":["Perplexity","Brain"],"gist":"Perplexity Brain 为 AI Agent 增加长期记忆"},{"id":"2026-06-19-methods-01","date":"2026-06-19","section":"methods","sectionName":"方法与经验","source":"@Rixhabh__","title":"I just watched someone build a full SaaS app with Stripe…","summary":"推文展示 Fusion Agent Swarms 多 Agent 协作系统，组合 Kimi 2.7、GLM 5.2、Opus 4.8 和 GPT 5.5 四个模型，90 秒内完成一个带 Stripe 支付的完整 SaaS 应用搭建。核心是多 Agent 分工协作而非单模型完成全流程。","recommendation":"多个 AI Agent 协作 90 秒搭完带支付的 SaaS 应用，做 AI 短剧工具链和自动化工作流的可以看看这个 Agent 协作模式能不能套到批量出片上。","href":"./2026-06-19.html#item-methods-1","url":"https://x.com/Rixhabh__/status/2067497843649327552","tags":["agent","case_study"],"entities":["Fusion Agent Swarms","Kimi 2.7","GLM 5.2","Opus 4.8","GPT 5.5"],"gist":"多 Agent 协作 90 秒搭建 SaaS 应用"},{"id":"2026-06-19-methods-02","date":"2026-06-19","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Krea 2 vs GPT Image 2 on style transfer - same prompt, same…","summary":"ComfyUI 官方账号发布 Krea 2 与 GPT Image 2 的风格迁移对比测试：同一 prompt、同一参考图，7 轮对照。结论是 Krea 2 更侧重风格化诠释（如 Dithered Print、Retro-Future 等），GPT Image 2 更偏向精准执行 prompt 指令。","recommendation":"Krea 2 和 GPT Image 2 同 prompt 同参考图硬碰硬 7 轮，视觉师可以直接看对比图判断哪个更适合自己的风格方向。","href":"./2026-06-19.html#item-methods-2","url":"https://x.com/ComfyUI/status/2067396845391987048","tags":["image_gen","tutorial"],"entities":["Krea 2","GPT Image 2","ComfyUI"],"gist":"Krea 2 与 GPT Image 2 风格迁移对比"},{"id":"2026-06-19-methods-03","date":"2026-06-19","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Most AI video work is just \"generate and hope","summary":"ComfyUI 官方账号分享创作者 seungho__yeo 的工作流：用鼓手真实动作数据逐帧重绘现场鼓演奏的背景氛围、灯光和空间深度，而非随机生成。pipeline 链接已公开，适合 AI 视觉师和后期剪辑参考。","recommendation":"用鼓手真实动作数据逐帧重绘背景光影和空间深度，做 AI 视觉和后期剪辑的可以点开 pipeline 跑一遍，比纯抽卡式生成有控制力得多。","href":"./2026-06-19.html#item-methods-3","url":"https://x.com/ComfyUI/status/2067669239033717141","tags":["video_gen","control","post_fx"],"entities":["ComfyUI"],"gist":"用真实动作数据逐帧重绘视频背景"},{"id":"2026-06-19-methods-04","date":"2026-06-19","section":"methods","sectionName":"方法与经验","source":"@bearliu","title":"我把过去五年的素描本全部扫描了——500多页手绘，11本——然后用 AI 把它们变成了一个可以搜索、过滤、查询的知识库","summary":"创作者 Bear Liu 将过去五年 11 本共 500 多页手绘素描本扫描后，用 Claude 视觉 API + Obsidian 搭建了一套可搜索、过滤、查询的个人知识库，总成本不到 10 美元。该流程是一个固定结构的视觉处理管道，可指向任何非结构化个人内容（手写日记、会议便签、涂鸦等），视频中拆解了 schema 设计、批量打标签、Obsidian 画廊搭建等步骤。","recommendation":"个人创作者用 Claude 视觉 API + Obsidian 把 500 页手绘素描本变成可搜索知识库，成本不到 10 美元。做视觉开发的可以套用这套管道来管理自己的灵感素材库。","href":"./2026-06-19.html#item-methods-4","url":"https://x.com/bearliu/status/2067403169626247468","tags":["ideation","tutorial"],"entities":["Claude","Obsidian"],"gist":"用 AI 将手绘素描本变成可搜索知识库"},{"id":"2026-06-19-methods-05","date":"2026-06-19","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"Everyone's asking if agents can do real work","summary":"创作者 @maxescu 展示在 Claude 内完成产品广告全流程：竞品调研、创意策略、素材生成，最终产出成片。视频中所有内容均为 AI 生成，展示了单一 Agent 工具链从策略到成片的闭环能力。","recommendation":"一个人用 Claude 从竞品调研到出片全包，做短剧和广告的可以看看这个工作流能省多少人力。","href":"./2026-06-19.html#item-methods-5","url":"https://x.com/maxescu/status/2067687085541306560","tags":["agent","commercial","case_study"],"entities":["Claude"],"gist":"用Claude完成广告全流程的Agent工作流"},{"id":"2026-06-19-methods-06","date":"2026-06-19","section":"methods","sectionName":"方法与经验","source":"@EHuanglu","title":"AI is crazy","summary":"个人创作者分享：Seedance 2.0 可将分镜故事板直接转为商业级成片，保持角色、产品和场景一致性。推文附 Arcads 平台操作链接，适合短剧和广告批量出片场景。","recommendation":"Seedance 2.0 把分镜草稿转成商业成片，角色、产品、场景一致性都保住了。做短剧和广告的可以点开链接看具体怎么在 Arcads 上操作。","href":"./2026-06-19.html#item-methods-6","url":"https://x.com/EHuanglu/status/2067673692646302132","tags":["video_gen","consistency","storyboard","short_drama"],"entities":["Seedance 2.0","Arcads"],"gist":"Seedance 2.0将分镜转成商业成片保持一致性"},{"id":"2026-06-19-methods-07","date":"2026-06-19","section":"methods","sectionName":"方法与经验","source":"@Google","title":"2️⃣ Next, we used Nano Banana to turn that expanded prompt…","summary":"Google 官方演示一条工作流：用 Gemini API 将提示词扩展后，通过 Nano Banana 生成精灵图（sprite sheet），再为前景元素生成法线、粗糙度和发射贴图，利用推断的深度信息将纹理映射到 3D 纸箱模型上，在 Spline 中渲染。","recommendation":"Google 官方演示 Nano Banana + Gemini API 做 3D 贴图的工作流，做视觉和 3D 美术的可以当工作流模板跑一遍。","href":"./2026-06-19.html#item-methods-7","url":"https://x.com/Google/status/2067255336738685275","tags":["image_gen","three_d","tutorial"],"entities":["Nano Banana","Gemini API","Spline"],"gist":"Nano Banana生成精灵图并映射到3D模型的工作流"},{"id":"2026-06-19-methods-08","date":"2026-06-19","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"This started as a simple motorcycle POV video","summary":"个人创作者 @CharaspowerAI 用 Runway Aleph 2.0 模型（集成在 Firefly Boards 平台内），将一段摩托车 POV 实拍素材转换为多种风格的新世界和电影级环境，并展示了不同迭代版本之间的对比效果。","recommendation":"个人创作者用 Runway Aleph 2.0 把摩托车 POV 实拍转成不同风格的电影级环境，做后期和视觉的可以看看迭代对比效果稳不稳。","href":"./2026-06-19.html#item-methods-8","url":"https://x.com/CharaspowerAI/status/2067668852830507395","tags":["video_gen","post_fx","case_study"],"entities":["Runway Aleph 2.0","Firefly Boards"],"gist":"Runway Aleph 2.0将实拍转成多种风格环境"},{"id":"2026-06-19-works-01","date":"2026-06-19","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"RT @StevieMac03: The Banshee part two - Akari","summary":"个人创作者 StevieMac03 用 Seedance 2.0、Pixverse 和 Topaz 三款工具制作科幻短片《The Banshee part two - Akari》，输出 4K 60fps，时长 6 分 20 秒。多工具混搭工作流下，角色一致性和视觉风格统一是看点。","recommendation":"个人创作者用 Seedance 2.0 + Pixverse + Topaz 拼出的科幻短片，做 AI 短剧和视觉的可以拉片看多工具混搭下的风格统一和画质修复效果。","href":"./2026-06-19.html#item-cases-1","url":"https://x.com/PixVerse_/status/2067550725807440379","tags":["video_gen","consistency","short_drama","case_study"],"entities":["Seedance 2.0","Pixverse","Topaz"],"gist":"多工具混搭制作科幻短片保持风格统一"},{"id":"2026-06-20-industry-01","date":"2026-06-20","section":"industry","sectionName":"行业与平台","source":"@WonderStudiosX","title":"RT @WonderStudiosX: AI has entered the main stage in…","summary":"WonderStudiosX 的创意总监 Krystna Archer 几周前前往洛杉矶，参与 AI 进入好莱坞主流舞台的相关活动。该推文为行业动态分享，未公开具体合作细节、工具链或工作流。","recommendation":"AI 进入好莱坞主流舞台的行业信号，制片人和短剧团队可以关注这个趋势，看看大厂怎么接 AI 进传统制作流程。","href":"./2026-06-20.html#item-industry-1","url":"https://x.com/WonderStudiosX/status/2068048643655966878","tags":["industry"],"entities":[],"gist":"AI进入好莱坞主流舞台的行业动态"},{"id":"2026-06-20-tools-01","date":"2026-06-20","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Don't let your machine be the bottleneck","summary":"HeyGen 宣布 HyperFrames 支持云端渲染，无需本地 Chrome、ffmpeg 或 AWS 环境，渲染完成后直接落地，本地机器可继续用于其他任务。支持通过 npx hyperframes cloud render 命令调用，适合需要批量渲染或并行工作的后期与整合团队。","recommendation":"HeyGen 把 HyperFrames 渲染搬到云端，不用本地 Chrome 和 ffmpeg，后期和整合团队可以省一台机器，边渲染边干别的活。","href":"./2026-06-20.html#item-tools-1","url":"https://x.com/HeyGen/status/2068012006540734821","tags":["post_fx","agent","cost_open"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen HyperFrames 支持云端渲染，免本地环境"},{"id":"2026-06-20-tools-02","date":"2026-06-20","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"Your footage","summary":"LumaLabs 为 Dream Machine 视频生成平台新增 Timeline 时间线剪辑功能，支持在画布上直接组装素材、保持全分辨率文件（无需代理），并可通过 EDL 导出将时间线逐帧送入达芬奇等精编套件。","recommendation":"Luma 给 Dream Machine 加了时间线剪辑和 EDL 导出，后期可以直接在生成工具里粗剪再送达芬奇精修，省掉倒素材的步骤。","href":"./2026-06-20.html#item-tools-2","url":"https://x.com/LumaLabsAI/status/2068051147273728244","tags":["editing","video_gen","post_fx"],"entities":["LumaLabs","Dream Machine","达芬奇"],"gist":"Dream Machine 新增时间线剪辑与 EDL 导出"},{"id":"2026-06-20-tools-03","date":"2026-06-20","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"Create any voice you can imagine with Voice Design on Fish…","summary":"Fish Audio 官方宣布推出 Voice Design 功能，支持用户从零创建任意想象的声音，无需录制或采样。该功能面向配音、角色声音设计、虚拟角色等场景，具体参数和生成效果需查看链接原文。","recommendation":"Fish Audio 的 Voice Design 功能，做配音和角色声音设计的可以直接上手试，看能不能替代传统配音选角流程。","href":"./2026-06-20.html#item-tools-3","url":"https://x.com/FishAudio/status/2067972166901985389","tags":["audio_voice","avatar"],"entities":["Fish Audio"],"gist":"Fish Audio 推出 Voice Design 从零创建声音"},{"id":"2026-06-20-tools-04","date":"2026-06-20","section":"tools","sectionName":"工具与能力","source":"@LeonardoAi","title":"Fast, consistent video from prompts and images — built for…","summary":"Leonardo 官方宣布其视频生成功能升级，主打从提示词和图片快速生成高质量、风格一致的视频，面向概念测试和快速迭代场景。已开放使用。","recommendation":"Leonardo 视频生成主打快和一致性，做概念测试和短剧预演的可以点进去实测出片速度和质量。","href":"./2026-06-20.html#item-tools-4","url":"https://x.com/LeonardoAi/status/2067925517240512950","tags":["video_gen","consistency","ideation"],"entities":["Leonardo"],"gist":"Leonardo 视频生成主打快速与风格一致"},{"id":"2026-06-20-tools-05","date":"2026-06-20","section":"tools","sectionName":"工具与能力","source":"@fal","title":"Rodin v2","summary":"fal 平台上线 Rodin v2.5 Fast 模型，新增专属 Minimum 模式，可在 10 秒内生成 3D 几何体，已开放 API 调用。面向 3D 资产快速生成场景，适合视觉开发、概念设计、游戏资产预制作等环节。","recommendation":"Rodin v2.5 Fast 上线 fal，10 秒内出 3D 几何体，做 AI 视觉和 3D 资产生成的可以直接接 API 跑一遍，看生成质量和速度够不够进工作流。","href":"./2026-06-20.html#item-tools-5","url":"https://x.com/fal/status/2068019703524762023","tags":["three_d","cost_open"],"entities":["fal","Rodin v2.5 Fast"],"gist":"Rodin v2.5 Fast 10 秒生成 3D 几何体"},{"id":"2026-06-20-tools-06","date":"2026-06-20","section":"tools","sectionName":"工具与能力","source":"AIHOT 精选","title":"Cloudflare 为 AI 智能体推出临时账户","summary":"Cloudflare 在 Workers 平台推出临时账户功能，AI 智能体可直接运行 `wrangler deploy --temporary` 命令，数秒内获取一个实时 Worker 部署，无需经过面向人类设计的浏览器 OAuth 流程、仪表盘点击或 API 令牌复制粘贴。临时部署存活 60 分钟，期间可认领转为永久账户。该功能旨在消除智能体部署时的身份验证障碍，让后台 AI 会话能自主完成从编码到上线的全流程。","recommendation":"AI Agent 部署的最后一公里被 Cloudflare 打通了，做 AI 编程工具链和自动化工作流的可以直接接上这条管道，省掉 OAuth 和注册流程。","href":"./2026-06-20.html#item-tools-6","url":"https://blog.cloudflare.com/temporary-accounts","tags":["agent","industry"],"entities":["Cloudflare","Workers"],"gist":"Cloudflare 为 AI 智能体推出临时部署账户"},{"id":"2026-06-20-tools-07","date":"2026-06-20","section":"tools","sectionName":"工具与能力","source":"@recraftai","title":"The Recraft API is now faster and cheaper","summary":"Recraft 官方宣布 API 降价并提速：v4.1 系列模型价格下调 12.5%-16%，标准模型推理速度从 12 秒降至 6 秒（快 50%），Pro 模型从 30 秒降至 15 秒。适用于批量生成视觉物料、角色设计、短剧美术资产等场景，对高频调用 API 的团队直接降低成本和等待时间。","recommendation":"Recraft API 降价又提速，做批量视觉物料和短剧美术的可以接 API 跑一轮，省预算也省时间。","href":"./2026-06-20.html#item-tools-7","url":"https://x.com/recraftai/status/2067963050645127428","tags":["cost_open","image_gen","short_drama"],"entities":["Recraft"],"gist":"Recraft API降价提速，适合批量视觉物料生成"},{"id":"2026-06-20-tools-08","date":"2026-06-20","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"Want to see yourself in a Captain Tsubasa match","summary":"PixVerse 在 Web 端上线《足球小将》官方模板，用户上传照片、选择招牌动作即可生成动漫风格足球短片。模板面向粉丝向内容创作，降低角色设计门槛，适合 IP 衍生和短视频场景。","recommendation":"PixVerse 出了《足球小将》官方模板，上传照片就能生成动漫足球短片。做角色 IP 和粉丝向内容的视觉师可以当模板用，省掉角色设计环节。","href":"./2026-06-20.html#item-tools-8","url":"https://x.com/PixVerse_/status/2067883927642267858","tags":["animation","image_gen","short_drama"],"entities":["PixVerse"],"gist":"PixVerse上线足球小将模板，上传照片生成动漫短片"},{"id":"2026-06-20-tools-09","date":"2026-06-20","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"Dropbox now connects to FLORA","summary":"FLORA 官方宣布集成 Dropbox，支持从 Dropbox 直接导入文件到画布，创作完成后一键导出回原文件夹。采用服务器直连传输，无需下载或重新上传。","recommendation":"FLORA 接上 Dropbox 了，做 AI 动画/短剧的团队可以省掉手动传素材的步骤，工作流顺一点。","href":"./2026-06-20.html#item-tools-9","url":"https://x.com/floraai/status/2067947582668644705","tags":["agent","animation","short_drama"],"entities":["FLORA","Dropbox"],"gist":"FLORA集成Dropbox，简化AI动画素材导入导出"},{"id":"2026-06-20-methods-01","date":"2026-06-20","section":"methods","sectionName":"方法与经验","source":"Runway Blog","title":"How upperfast Brought UNHCR's FIFA World Cup Film to Life…","summary":"Runway 官方博客发布案例：制作公司 ground6 与导演 upperfast 为联合国难民署（UNHCR）制作 FIFA 世界杯主题短片，用 Runway 搭建 AI 管线替代传统跨国实拍，首 24 小时获 120 万自然播放，在联合国大会及 FIFA 主席面前放映，现永久陈列于纽约联合国大楼。","recommendation":"联合国难民署世界杯短片，AI 管线替代传统跨国拍摄，24 小时 120 万自然播放。做 AI 短剧和制片的可以拉片看预算逻辑和交付标准。","href":"./2026-06-20.html#item-methods-1","url":"https://runwayml.com/customers/how-upperfast-brought-unhcrs-fifa-world-cup-film-to-life-with-runway","tags":["case_study","film","short_drama"],"entities":["Runway"],"gist":"Runway助力联合国难民署世界杯短片制作案例"},{"id":"2026-06-20-methods-02","date":"2026-06-20","section":"methods","sectionName":"方法与经验","source":"@runwayml","title":"You don't need to travel the world to create a global ad…","summary":"Runway 官方发布案例：一条全球广告片由单人一天内用 Runway 完成，从创意到成片全流程。展示了 Runway 在广告制作场景下的效率优势，适合评估单人 AI 制作工作流的可行性。","recommendation":"Runway 官方案例：一个人一天用 Runway 产出一条全球广告片。做短剧和广告的可以点开看成片质感，再评估自己团队能不能复制这个效率。","href":"./2026-06-20.html#item-methods-2","url":"https://x.com/runwayml/status/2068019781056565262","tags":["case_study","commercial","film"],"entities":["Runway"],"gist":"Runway单人一天完成全球广告片案例展示"},{"id":"2026-06-20-methods-03","date":"2026-06-20","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Create a storyboard, feed it into 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Transfer）重新编排大纲，将页面渲染外包给下游Skill。渲染前先输出4张真实预览页，图片/视频素材的占位与生成prompt写入大纲。新增质检环节自动修复常见渲染问题，并支持演讲模式：按S键在独立窗口显示演讲稿备注，按ESC键打开全局索引快速跳页。项目已开源至GitHub。","recommendation":"开源PPT工具，核心是AST逻辑重排大纲+演讲模式，做AI工作流整合的可以直接fork跑一遍，看怎么把渲染外包给下游Skill。","href":"./2026-06-20.html#item-methods-4","url":"https://mp.weixin.qq.com/s/rGoYnUcBRkfRKQPbIaawyg","tags":["agent","tutorial","cost_open"],"entities":["Humanize PPT"],"gist":"开源PPT工具用AST重排大纲并支持演讲模式"},{"id":"2026-06-20-methods-05","date":"2026-06-20","section":"methods","sectionName":"方法与经验","source":"@LumaLabsAI","title":"RT @DreamLabLA: Think of a Skill like a saved creative…","summary":"LumaLabs 官方转发 DreamLabLA 的 Skill 功能教程，演示如何通过预设工作流（Skill）实现角色替换（Character Swap），本质是 Luma 平台内将常用生成流程保存为可复用的模板。","recommendation":"Luma 的 Skill 功能教程，讲怎么用预设工作流做角色替换。做视觉和短剧的可以当模板套着用，省去重复调参。","href":"./2026-06-20.html#item-methods-5","url":"https://x.com/LumaLabsAI/status/2068110434754867661","tags":["agent","tutorial","consistency"],"entities":["Luma"],"gist":"Luma Skill功能教程演示角色替换工作流"},{"id":"2026-06-20-methods-06","date":"2026-06-20","section":"methods","sectionName":"方法与经验","source":"@bearliu","title":"5 年的速写本，差不多 500 页，我从来没有一次性把它们全部看过一遍","summary":"个人创作者将 5 年 500 页速写本全部扫描，搭建 AI 流水线：逐页读图，按固定 schema 抽取风格、场景、标签、中英双语描述及手写字识别，最终存入可搜索的 Obsidian 画廊。","recommendation":"个人创作者用 AI 流水线把 500 页速写本数字化归档，做视觉资产管理和工作流编排的可以看看这个 Obsidian 画廊方案。","href":"./2026-06-20.html#item-methods-6","url":"https://x.com/bearliu/status/2067843123024404783","tags":["agent","case_study","art_design"],"entities":["Obsidian"],"gist":"AI流水线将500页速写本数字化归档"},{"id":"2026-06-20-methods-07","date":"2026-06-20","section":"methods","sectionName":"方法与经验","source":"@umesh_ai","title":"I tested two clips with very different needs","summary":"个人创作者实测 Topaz Labs 两款新版本：Astra 2 用于修复 AI 生成片段的不稳定和画面不均问题，Starlight Precise 2.5 用于在清晰片段上叠加细节层。推文附两版效果对比视频。","recommendation":"Topaz 新版本实测对比，后期和视觉师可以点开看两版效果差异，判断自己项目值不值得升级。","href":"./2026-06-20.html#item-methods-7","url":"https://x.com/umesh_ai/status/2067949085840314865","tags":["post_fx","tutorial","case_study"],"entities":["Topaz Labs","Astra 2","Starlight Precise 2.5"],"gist":"实测Topaz新版本修复与增强视频效果"},{"id":"2026-06-20-methods-08","date":"2026-06-20","section":"methods","sectionName":"方法与经验","source":"OpenRouter","title":"OpenRouter vs LiteLLM：如何选择 LLM 网关","summary":"OpenRouter 官方博客对比两大 LLM 网关方案：OpenRouter 托管在 Cloudflare 边缘，收 5.5% 平台费（前 100 万次免费），支持 70+ 提供商和自动故障转移，无需管理基础设施；LiteLLM 是自部署代理（Docker/PostgreSQL/Redis），数据不离开内网，免费开源，但需承担基础设施成本（生产部署约数百美元/月）。当模型月支出超过约 $3,600（基础设施 $200/月）或 $9,100（基础设施 $500/月）时自托管更划算。LiteLLM 提供六种路由策略和自定义 Python 路由；OpenRouter 具备 SOC 2、GDPR 认证和零数据保留选项。两者可串联使用。","recommendation":"做 AI 短剧或批量出片的技术负责人，算算月模型支出过不过 $3,600，过了就值得花半天搭 LiteLLM 省平台费。","href":"./2026-06-20.html#item-methods-8","url":"https://openrouter.ai/blog/insights/openrouter-vs-litellm","tags":["agent","cost_open","tutorial"],"entities":["OpenRouter","LiteLLM"],"gist":"对比OpenRouter与LiteLLM网关选型成本"},{"id":"2026-06-20-works-01","date":"2026-06-20","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"毒雨灭世：我有系统无限囤积物资第十四集【AI全民制作人】","summary":"B站作者「小新JOJO」的AI短剧系列《毒雨灭世：我有系统无限囤积物资》第十四集，末日囤积题材，已形成稳定更新的系列化内容，角色形象为原创设计。","recommendation":"AI 短剧系列第十四集，做短剧的可以拉片看长系列的角色一致性和叙事节奏怎么维持。","href":"./2026-06-20.html#item-cases-1","url":"https://www.bilibili.com/video/BV1yxjB6oEfb","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧系列第十四集展示角色一致性与节奏"},{"id":"2026-06-21-industry-01","date":"2026-06-21","section":"industry","sectionName":"行业与平台","source":"The Verge AI","title":"The Atlantic created a searchable database of the music…","summary":"《大西洋月刊》记者 Alex Reisner 公开了四套用于训练 AI 模型的音乐数据集，其中两套分别包含 1200 万和 900 万首曲目，已做成可搜索数据库供公众查询。对 AI 音乐/音效创作者和后期团队来说，这是了解训练数据来源、规避版权风险的一手工具。","recommendation":"做 AI 配音、音乐生成或音效后期的人可以拿这个数据库当素材库和版权参考，搜一搜自己用的训练集里有没有踩雷。","href":"./2026-06-21.html#item-industry-1","url":"https://www.theverge.com/ai-artificial-intelligence/953183/the-atlantic-searchable-database-music-ai-training-data","tags":["audio_music","industry","case_study"],"entities":[],"gist":"大西洋月刊公开AI音乐训练数据集数据库"},{"id":"2026-06-21-tools-01","date":"2026-06-21","section":"tools","sectionName":"工具与能力","source":"Hacker News (Top)","title":"Temporary Cloudflare accounts for AI agents","summary":"Cloudflare 推出 Temporary Cloudflare Accounts for Agents，AI Agent 无需注册即可通过 `wrangler deploy --temporary` 部署 Worker，临时部署存活 60 分钟，期间可认领转为永久账号。解决 AI Agent 在部署环节被浏览器 OAuth 流程卡住的问题，让后台 Agent 能自主完成从编码到上线的全流程。","recommendation":"Cloudflare 给 AI Agent 开了条临时通道，不用注册就能部署 Worker 60 分钟。做 AI 编程工具链和自动化工作流的可以接上这条管道，省掉 OAuth 卡壳的环节。","href":"./2026-06-21.html#item-tools-1","url":"https://blog.cloudflare.com/temporary-accounts/","tags":["agent","cost_open"],"entities":["Cloudflare"],"gist":"Cloudflare推出AI Agent临时部署方案"},{"id":"2026-06-21-tools-02","date":"2026-06-21","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"Pick your signature shot","summary":"PixVerse 在 Web 端上线《足球小将》官方模板，支持上传照片并选择 Curve Shot、Tiger Shot 等经典必杀技，自动生成动漫风格足球动画片段。模板面向 IP 联动和角色风格化场景，用户无需复杂工作流即可产出带角色特征的短视频。","recommendation":"PixVerse 上线《足球小将》官方模板，上传照片选必杀技就能生成动画片段。做 IP 联动或角色风格化短片的视觉师可以当模板用，看看官方怎么把真人脸嵌入经典动漫画风。","href":"./2026-06-21.html#item-tools-2","url":"https://x.com/PixVerse_/status/2068167834543575264","tags":["animation","image_gen","case_study"],"entities":["PixVerse"],"gist":"PixVerse上线足球小将官方模板生成动画"},{"id":"2026-06-21-methods-01","date":"2026-06-21","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"Explore a scene from a single image","summary":"@henrydaubrez 分享的技术：从单张 AI 生成图像出发，每 15 秒输入一个新镜头角度的 prompt，让模型逐帧生成不同视角的连续画面，最后提取每个不同机位的镜头。本质是用时间轴驱动多角度视觉探索，适用于分镜预演、场景多角度展示和视觉开发阶段。","recommendation":"一张图生成多角度镜头序列，做分镜和视觉开发的可以直接套用这个工作流，省掉手动多角度渲染的时间。","href":"./2026-06-21.html#item-methods-1","url":"https://x.com/maxescu/status/2068245369981477317","tags":["camera","storyboard","control"],"entities":[],"gist":"单张图像生成多角度镜头序列工作流"},{"id":"2026-06-21-methods-02","date":"2026-06-21","section":"methods","sectionName":"方法与经验","source":"@Saccc_c","title":"AIGC 方向分享一： 历史方向 用AI制作历史短片猜中了观众三个情绪点：…","summary":"创作者个人分享：用 AI 制作历史题材短片，总结出三个观众情绪触发点——记忆锚点（把耳熟能详但没见过画面的事物具象化）、文化传承（激发民族情怀，平台会推流）。","recommendation":"个人经验分享，讲历史题材 AI 短片的情绪点设计，做短剧和编导的可以当选题参考，不用当方法论抄。","href":"./2026-06-21.html#item-methods-2","url":"https://x.com/Saccc_c/status/2068205792885358825","tags":["ideation","short_drama","case_study"],"entities":[],"gist":"AI历史短片情绪触发点经验分享"},{"id":"2026-06-21-works-01","date":"2026-06-21","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【奇幻史诗向评论区互动式AI微电影】格兰穆尔高城之战（一）","summary":"B站UP主发布的AI微电影《格兰穆尔高城之战（一）》，奇幻史诗题材，采用互动式叙事结构，属于系列连续剧的第一集。视频附带平台推广链接和社群信息，未公开具体AI工具链或工作流细节。","recommendation":"B站AI微电影系列，奇幻史诗题材，互动式叙事是看点。做AI短剧的可以拉片看长叙事和互动结构怎么落地。","href":"./2026-06-21.html#item-cases-1","url":"https://www.bilibili.com/video/BV1Y5jJ6pEzx","tags":["short_drama","film","case_study"],"entities":[],"gist":"B站AI互动式微电影系列首集展示"},{"id":"2026-06-21-works-02","date":"2026-06-21","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"或许她真的是公主","summary":"小红书作者「柠檬盐汽水」的 AI 短片《或许她真的是公主》，点赞 6318，社区热度较高。","recommendation":"小红书上的 AI 短片，点赞 6000+ 说明社区认可度不错，做 AI 短剧和视觉的可以点开看看画面质感和角色一致性处理。","href":"./2026-06-21.html#item-cases-2","url":"https://www.xiaohongshu.com/explore/6a356fdd0000000006022729","tags":["case_study","short_drama","consistency"],"entities":[],"gist":"AI短片《或许她真的是公主》社区热度高"},{"id":"2026-06-21-works-03","date":"2026-06-21","section":"cases","sectionName":"作品与案例","source":"@wenhaoqi","title":"新的个人网站终于还是发布了,断断续续的开发了2-3个月,使用 AI 参考逆向了 @MicrosoftAI…","summary":"个人开发者 HaoqiWen 发布个人网站 haoqi.design，使用 AI 参考逆向了 MicrosoftAI 的光效，并学习了 MaximeHeckel 的玻璃材质教程，集成了多个 WebGL 自定义后处理效果。","recommendation":"个人作品集网站上线，视觉师可以点进去看看光效和玻璃材质的 WebGL 实现，当风格参考用。","href":"./2026-06-21.html#item-cases-3","url":"https://x.com/wenhaoqi/status/2068327540595552355","tags":["art_design","post_fx","tutorial"],"entities":["MicrosoftAI","MaximeHeckel","WebGL"],"gist":"个人网站展示光效与玻璃材质WebGL实现"},{"id":"2026-06-22-industry-01","date":"2026-06-22","section":"industry","sectionName":"行业与平台","source":"OpenAI Blog","title":"Samsung Electronics brings ChatGPT and Codex to employees","summary":"OpenAI 宣布三星电子将在韩国全体员工及全球 DX 部门部署 ChatGPT Enterprise 和 Codex，覆盖研发、制造、营销等全业务线，是 OpenAI 迄今最大规模的企业级部署之一。Codex 从软件开发工具扩展至更广泛的工作场景。","recommendation":"三星全员部署 ChatGPT Enterprise 和 Codex，这是 OpenAI 目前最大规模的企业级落地之一。做 AI 工具整合或企业级部署的可以关注这个合作样本的后续效果。","href":"./2026-06-22.html#item-industry-1","url":"https://openai.com/index/samsung-electronics-chatgpt-codex-deployment","tags":["industry","agent"],"entities":["ChatGPT","Codex"],"gist":"三星全员部署ChatGPT Enterprise和Codex"},{"id":"2026-06-22-tools-01","date":"2026-06-22","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"Clone your voice in 30s with Fish Audio","summary":"Fish Audio 官方宣布支持 30 秒快速声音克隆，用户上传 30 秒音频即可生成 TTS 语音模型，适用于配音、短剧旁白、虚拟角色对话等场景。具体音质、口型同步效果和语言支持范围需查看链接原文。","recommendation":"30 秒克隆人声，做配音和短剧后期的可以直接上手测音质和稳定性。","href":"./2026-06-22.html#item-tools-1","url":"https://x.com/FishAudio/status/2068697056785367404","tags":["audio_voice","short_drama"],"entities":["Fish Audio"],"gist":"Fish Audio支持30秒快速声音克隆"},{"id":"2026-06-22-methods-01","date":"2026-06-22","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"Peter Yang talks to @liu8in and @JakeFromHeyGen about how…","summary":"HeyGen 官方播客，Peter Yang 与团队拆解 HyperFrames 的实际工作流和产品视频快速制作 playbook。内容涵盖从 HTML 到专业发布视频的完整流程，包括 /website-to-video 功能（输入 URL 自动生成视频）、安装与上手步骤，以及团队内部用于快速交付的标准化方法。","recommendation":"HeyGen 官方拆解 HyperFrames 工作流，从 URL 到成片一条线，做产品视频和短剧的可以直接套用他们的 playbook。","href":"./2026-06-22.html#item-methods-1","url":"https://x.com/HeyGen/status/2068735167817191444","tags":["tutorial","agent","commercial"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen拆解HyperFrames工作流与产品视频制作"},{"id":"2026-06-22-methods-02","date":"2026-06-22","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"Grok Imagine Video 1","summary":"创作者 @MayorKingAI 在 Leonardo 平台实测 Grok Imagine Video 1.5，并与 Seedance 2.0 进行 5 组对比测试，附有 prompts。结果与预期有出入，具体效果需查看链接原文。","recommendation":"个人创作者实测 Grok Imagine Video 1.5 和 Seedance 2.0 的 5 组对比，做视觉和短剧的可以当工具选型参考，看看哪家出片更稳。","href":"./2026-06-22.html#item-methods-2","url":"https://x.com/MayorKingAI/status/2068791012684943701","tags":["video_gen","tutorial","prompt"],"entities":["Grok Imagine Video 1.5","Seedance 2.0","Leonardo"],"gist":"实测对比Grok Imagine Video 1.5与Seedance 2.0"},{"id":"2026-06-22-methods-03","date":"2026-06-22","section":"methods","sectionName":"方法与经验","source":"@googlecloud","title":"Audiomob uses Gemini Enterprise Agent Platform, BigQuery…","summary":"Audiomob 使用 Google Cloud 的 Gemini Enterprise Agent Platform、BigQuery、GKE 等技术栈，实现 18 种语言的 AI 音频广告自动生成。效果数据：开发者收入提升 20%，广告点击率提高 5-7%，品牌广告听完率超 90%。","recommendation":"Google Cloud 的客户案例，讲 Audiomob 用 Gemini Agent 平台做多语言音频广告生成。做 AI 配音和广告自动化的后期/技术整合者可以看看技术栈和效果数据。","href":"./2026-06-22.html#item-methods-3","url":"https://x.com/googlecloud/status/2068669009189331225","tags":["audio_voice","agent","commercial","industry"],"entities":["BigQuery","GKE"],"gist":"Audiomob用Gemini平台生成多语言音频广告"},{"id":"2026-06-22-works-01","date":"2026-06-22","section":"cases","sectionName":"作品与案例","source":"@jimohuoshan","title":"AI国漫天花板《万物生》第2集水平更高了 引用 寂寞火山 @jimohuoshan · 5月28日 10:21…","summary":"AI漫剧《万物生》第2集发布，延续国漫风格，被原作者称为当前质量最高的国产AI漫剧系列，点赞超百万。第2集在角色一致性和画面质感上较第1集有提升，适合做AI短剧和国漫方向的团队拉片参考。","recommendation":"《万物生》第2集上线，做AI短剧和国漫的可以拉片看角色一致性和镜头调度，看看百万点赞的漫剧质感到底在哪一档。","href":"./2026-06-22.html#item-cases-1","url":"https://x.com/jimohuoshan/status/2068557567551496524","tags":["animation","short_drama","consistency","case_study"],"entities":[],"gist":"AI漫剧《万物生》第2集提升角色一致性"},{"id":"2026-06-22-works-02","date":"2026-06-22","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"谢晒的爱情温度","summary":"B 站 UP 主用 Seedance 2.0 mini 和 VIP 版本制作的 AI 短片《谢晒的爱情温度》，核心目的是测试新的真人双人过审工作流。短片聚焦双人互动场景，验证 Seedance 2.0 在角色一致性和真人风格上的表现。","recommendation":"用 Seedance 2.0 做的双人短片，主要测试真人过审工作流。做 AI 短剧和视觉的可以拉片看双人互动和角色一致性处理，工作流后续会发。","href":"./2026-06-22.html#item-cases-2","url":"https://www.bilibili.com/video/BV1HUj569ES7","tags":["short_drama","consistency","case_study","control"],"entities":["Seedance 2.0 mini","Seedance 2.0"],"gist":"用Seedance 2.0测试真人双人过审工作流"},{"id":"2026-06-22-works-03","date":"2026-06-22","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"我帮Mojang更新了大师球？【B站AI创造公开赛】","summary":"B站AI创造公开赛参赛作品，作者用AI工具为《我的世界》游戏重制「大师球」道具，属于游戏同人AI短片创作。","recommendation":"B站AI创作大赛参赛作品，用AI重做《我的世界》大师球道具，视觉师和游戏同人创作者可以拉片看风格迁移和道具设计思路。","href":"./2026-06-22.html#item-cases-3","url":"https://www.bilibili.com/video/BV1ncjJ6wEit","tags":["case_study","animation","art_design"],"entities":[],"gist":"AI重制《我的世界》大师球道具短片"},{"id":"2026-06-22-works-04","date":"2026-06-22","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"《爸，我收到你的船了》AI短片","summary":"小红书作者「岳天师」的 AI 短片《爸，我收到你的船了》，个人创作者作品，标题暗示亲情叙事题材。","recommendation":"小红书作者「岳天师」的 AI 短片，标题有叙事钩子，做 AI 短剧的可以点开拉片看情感叙事和视觉风格处理。","href":"./2026-06-22.html#item-cases-4","url":"https://www.xiaohongshu.com/explore/6a363a8200000000220145ee","tags":["short_drama","case_study"],"entities":[],"gist":"AI短片《爸，我收到你的船了》展示亲情叙事"},{"id":"2026-06-23-industry-01","date":"2026-06-23","section":"industry","sectionName":"行业与平台","source":"@DiscussingFilm","title":"谷歌正向A24投资7500万美元，作为两家公司之间AI研究合作伙伴关系的一部分…","summary":"谷歌向独立电影公司A24投资7500万美元，双方建立AI研究合作伙伴关系，将共同研发用于电影制作和发行的AI新工具。这是科技巨头与独立制片厂在AI影视领域最大规模的一次直接合作。","recommendation":"谷歌投A24 7500万美元搞AI电影工具，做AI短剧和制片的可以关注后续工具落地方向，看大厂和独立制片厂怎么合作。","href":"./2026-06-23.html#item-industry-1","url":"https://x.com/DiscussingFilm/status/2069065221071597906","tags":["industry","film","agent"],"entities":["A24"],"gist":"谷歌投资A24合作研发AI电影工具"},{"id":"2026-06-23-industry-02","date":"2026-06-23","section":"industry","sectionName":"行业与平台","source":"@fal","title":"Happy Horse 1","summary":"fal 平台上线 Happy Horse 1.1 模型，支持文生视频、图生视频和参考视频生成，可同步输出原生音频与多语种口型同步，最多支持 9 张参考图，输出分辨率 720p 和 1080p。","recommendation":"视频生成直接带原生音频和多语种口型同步，做短剧和后期配音的可以接 API 跑一轮，省掉后期对嘴的工序。","href":"./2026-06-23.html#item-industry-2","url":"https://x.com/fal/status/2068944203753669041","tags":["video_gen","lipsync","audio_voice","short_drama"],"entities":["Happy Horse 1.1","fal"],"gist":"Happy Horse 1.1支持视频生成、原生音频和多语种口型同步"},{"id":"2026-06-23-industry-03","date":"2026-06-23","section":"industry","sectionName":"行业与平台","source":"@Google","title":"Today, the Interactions API is now generally available as…","summary":"Google 宣布 Interactions API 正式可用，作为 Gemini 模型和 Agent 的主要接口。该 API 基于开发者反馈构建，针对有状态、Agent 化的工作流优化，新增 Managed Agents、后台执行、扩展工具等能力。对 AIGC 技术整合者来说，这意味着可以用更少的代码搭建复杂的多步骤 AI 工作流，适合自动化管线、批量生成和工具链编排场景。","recommendation":"Google 把 Gemini 的 Agent 接口正式化了，做 AI 工作流编排和自动化管线的技术整合者可以直接接 API 跑起来，省掉自己搭状态管理的功夫。","href":"./2026-06-23.html#item-industry-3","url":"https://x.com/Google/status/2069108942102310957","tags":["agent","industry"],"entities":["Interactions API","Gemini"],"gist":"Google正式发布Interactions API，优化Agent工作流"},{"id":"2026-06-23-industry-04","date":"2026-06-23","section":"industry","sectionName":"行业与平台","source":"@GoogleDeepMind","title":"Google DeepMind 🤝 @A24","summary":"Google DeepMind 宣布与独立电影公司 A24 建立研究合作伙伴关系，旨在让未来的 AI 工具由创作者塑造。具体合作形式和产出工具尚未公开，但 A24 的加入意味着 AI 影视工具将更贴近叙事和艺术创作场景。","recommendation":"Google DeepMind 和 A24 官宣研究合作，做 AI 影视的可以蹲后续工具和合作样本，制片人和编导重点关注合作模式。","href":"./2026-06-23.html#item-industry-4","url":"https://x.com/GoogleDeepMind/status/2069066675895337405","tags":["industry","film"],"entities":["Google DeepMind","A24"],"gist":"Google DeepMind与A24合作，推动AI影视工具发展"},{"id":"2026-06-23-industry-05","date":"2026-06-23","section":"industry","sectionName":"行业与平台","source":"@alibaba_cloud","title":"隆重推出 HappyHorse 1.1 — 现已在阿里云模型工作室正式上线！ 所有 HappyHorse 1…","summary":"阿里云发布 HappyHorse 1.1 视频合成模型，已通过 API 全功能开放，面向企业客户和开发者提供生产就绪的视频生成能力，在核心内容生成场景做了系统性优化。发布促销：前两周全场 40% 折扣。","recommendation":"阿里云 HappyHorse 1.1 正式上线，视频合成能力升级，API 全功能开放，前两周 40% 折扣。做 AI 短剧和批量视频生产的可以直接接 API 测一周，看生产就绪度和成本优化空间。","href":"./2026-06-23.html#item-industry-5","url":"https://x.com/alibaba_cloud/status/2069018466108186728","tags":["video_gen","cost_open","short_drama"],"entities":["HappyHorse 1.1","阿里云"],"gist":"阿里云上线HappyHorse 1.1，API全功能开放并促销"},{"id":"2026-06-23-industry-06","date":"2026-06-23","section":"industry","sectionName":"行业与平台","source":"@krea_ai","title":"RT @cheatyyyy: Krea2 image model weights seem to have been…","summary":"Krea 2 图像模型权重疑似通过磁力链接泄露，包含 raw 和 turbo 两个变体。该模型此前未正式公开发布权重，此次泄露使社区可本地部署和微调。对 AI 视觉师和技术整合者来说，可下载实测生成质量、风格控制能力，并评估其与现有工作流（ComfyUI 等）的兼容性。","recommendation":"Krea 2 的模型权重以磁力链接泄露，有 raw 和 turbo 两个变体。做 AI 视觉和本地部署的可以趁热下载实测，看生成质量和风格控制能力。","href":"./2026-06-23.html#item-industry-6","url":"https://x.com/krea_ai/status/2069123725648388553","tags":["image_gen","cost_open"],"entities":["Krea 2","ComfyUI"],"gist":"Krea 2图像模型权重泄露，可本地部署实测"},{"id":"2026-06-23-industry-07","date":"2026-06-23","section":"industry","sectionName":"行业与平台","source":"@Khazix0918","title":"今天，我终于拿到了微信Agent小微的灰度内测资格。 花了一个小时上手体验了一圈，激动得连发了两条朋友圈…","summary":"数字生命卡兹克获得微信 Agent「小微」灰度内测资格，体验后称微信向 Agent 开放的能力远超预期，不限于调小程序、点奶茶等通用操作，完成度不像测试版。具体开放能力列表未公开。","recommendation":"微信向 Agent 开放的能力比预期多得多，不只是点奶茶。做 AI 工作流整合的可以关注一下微信生态的自动化入口，看能不能接进自己的工具链。","href":"./2026-06-23.html#item-industry-7","url":"https://x.com/Khazix0918/status/2069082627836109026","tags":["agent","industry"],"entities":["小微"],"gist":"微信Agent小微灰度内测，开放能力超预期"},{"id":"2026-06-23-industry-08","date":"2026-06-23","section":"industry","sectionName":"行业与平台","source":"@HappyHorseATH","title":"马力AI电影奖：现开放投稿！ 向全球所有AI创作者发出号召！准备好重新定义电影叙事了吗…","summary":"马力AI电影奖（HappyHorse AI Film Awards）宣布开放全球投稿，面向所有AI创作者征集作品，旨在推动AI电影叙事发展。具体赛制、截止日期、奖励细节尚未在推文中公开，需查看官方链接获取完整信息。","recommendation":"AI 电影奖开放投稿，做 AI 短剧和长片的可以看看赛制和奖励，有作品就投一票。","href":"./2026-06-23.html#item-industry-8","url":"https://x.com/HappyHorseATH/status/2069016187913249133","tags":["industry","film","short_drama"],"entities":[],"gist":"AI电影奖开放全球投稿，推动AI叙事"},{"id":"2026-06-23-industry-09","date":"2026-06-23","section":"industry","sectionName":"行业与平台","source":"@canghe","title":"终于拿到微信 AI 助手小微的内测了。 快速测试了下，还是挺卧槽的…","summary":"微信 AI 助手「小微」开启内测，用户右滑即可进入，在聊天或群聊中直接唤起。实测功能包括：聊天记录总结与自动回复、调用小程序完成点单等操作、直接转账、查看指定好友朋友圈、记笔记与待办、开发简易小程序（小工具形式）、打通视频号和公众号内容搜索。Agent 串联了微信的社交关系链、小程序、支付、公众号和视频号生态。","recommendation":"微信把 Agent 塞进聊天框和群聊，能总结、能转账、能调小程序下单，甚至能直接开发小工具。做 AI 工作流整合的可以看看这个入口级产品怎么串联社交、支付和内容生态。","href":"./2026-06-23.html#item-industry-9","url":"https://x.com/canghe/status/2069096524265746559","tags":["agent","industry"],"entities":["小微"],"gist":"微信AI助手小微内测，串联生态"},{"id":"2026-06-23-industry-10","date":"2026-06-23","section":"industry","sectionName":"行业与平台","source":"@WangNextDoor2","title":"六月上旬国内AIGC双周榜单出炉，受抖音AI创作大赛热度影响，榜单改为每两周更新，汇集多款高分AI短片…","summary":"六月上旬国内AIGC双周榜单出炉，受抖音AI创作大赛热度影响，榜单改为每两周更新，汇集多款高分AI短片。榜单分出搞笑、国风共情、动画、科幻、原创IP多个赛道，每部作品画面、剧情各有特色，还有单系列爆款实现快速涨粉。","recommendation":"抖音AI创作大赛催生的双周榜单，按赛道（搞笑、国风、动画、科幻、原创IP）整理了高分AI短片，做短剧和编导的可以当选题风向标扫一遍，看看平台现在推什么风格。","href":"./2026-06-23.html#item-industry-10","url":"https://x.com/WangNextDoor2/status/2068992389067219393","tags":["case_study","short_drama","animation"],"entities":[],"gist":"国内AIGC双周榜单，多赛道AI短片"},{"id":"2026-06-23-tools-01","date":"2026-06-23","section":"tools","sectionName":"工具与能力","source":"@madebygoogle","title":"Create anything from everything","summary":"Google 官方宣布 Gemini Omni 集成至 Pixel 手机，支持用户直接在设备上对画面进行角色、环境、光照、角度和风格的实时变换与编辑。这是 Gemini Omni 多模态能力在移动端的首次落地，意味着 AI 视觉创作者可能很快就能在手机上完成原本需要多工具链配合的视觉调整工作。","recommendation":"Google 把 Gemini Omni 的视觉编辑能力直接塞进 Pixel 手机，做 AI 短剧和视觉开发的可以蹲实测，看手机端改角色、换场景、调光影的实时效果稳不稳。","href":"./2026-06-23.html#item-tools-1","url":"https://x.com/madebygoogle/status/2069104739745227230","tags":["image_gen","control","industry"],"entities":["Gemini Omni"],"gist":"Gemini Omni集成Pixel，实时视觉编辑"},{"id":"2026-06-23-tools-02","date":"2026-06-23","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Introducing Ads Engine in @ElevenCreative","summary":"ElevenLabs 在 ElevenCreative 平台内推出 Ads Engine 功能，支持接入 Google、Meta、LinkedIn 广告账户，将现有广告素材本地化为 50+ 语言版本，并自动将成品推回原广告平台，实现从本地化到投放的全链路自动化。","recommendation":"做 AI 短剧和广告投放的团队可以接上自己的广告账户跑一轮，看本地化出片和自动回传的效率能省多少人力。","href":"./2026-06-23.html#item-tools-2","url":"https://x.com/ElevenLabs/status/2069111326987673761","tags":["commercial","agent","industry"],"entities":["ElevenLabs","ElevenCreative"],"gist":"ElevenLabs推Ads Engine，广告本地化自动化"},{"id":"2026-06-23-tools-03","date":"2026-06-23","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Change the aspect ratio of a video to to fit any platform","summary":"Runway Academy 发布教程，讲解 Aleph 2.0 的视频画幅自适应功能：输入任意比例视频，模型自动扩展画面内容以适配目标平台（如横屏转竖屏），生成效果如同原生拍摄。适用于短视频、广告、多平台分发等场景，减少手动重裁和补画的工作量。","recommendation":"Runway 官方教程，讲 Aleph 2.0 怎么智能扩画幅适配各平台。做后期和视觉的可以直接套用，省掉手动重裁的功夫。","href":"./2026-06-23.html#item-tools-3","url":"https://x.com/runwayml/status/2069147959896240320","tags":["tutorial","video_gen","post_fx"],"entities":["Runway","Aleph 2.0"],"gist":"Runway教程：Aleph 2.0智能扩画幅"},{"id":"2026-06-23-tools-04","date":"2026-06-23","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"This week we're launching new skills for HyperFrames, each…","summary":"HeyGen 本周为 HyperFrames 推出系列新技能（skills），每个围绕特定工作流。首日上线的是 pr-to-video：Agent 自动读取 GitHub Pull Request 并生成简短解说视频。通过 npx skills add heygen-com/hyperframes 即可安装调用，后续每日更新新技能。","recommendation":"HeyGen 把 PR 转视频做成可一键调用的 skill，做后期和工具链整合的可以直接 npx 装起来跑一遍，省掉手动拉素材剪片头的时间。","href":"./2026-06-23.html#item-tools-4","url":"https://x.com/HeyGen/status/2069160747041763493","tags":["agent","tutorial","video_gen"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen推出PR转视频技能，可一键安装调用"},{"id":"2026-06-23-tools-05","date":"2026-06-23","section":"tools","sectionName":"工具与能力","source":"@MoveAI_","title":"Doing a demo for GENESIS and the markerless solve","summary":"Move AI 展示其无标记动作捕捉系统 GENESIS 的实时 demo，在 6m x 6m 空间内同时准确捕捉 10 人的全身动作，无需穿戴标记点或动捕服。官方称系统实际能力可能翻倍，支持实时输出。适用于 AI 短剧、虚拟制作、动画等场景的批量角色动捕，可大幅降低传统动捕棚的成本和场地限制。","recommendation":"Move AI 的无标记动捕能同时捕捉 10 人，实时出结果，做 AI 短剧和虚拟制作的后期/制片人可以看看这套方案能不能替代传统动捕棚。","href":"./2026-06-23.html#item-tools-5","url":"https://x.com/MoveAI_/status/2068996834530402790","tags":["performance","three_d","animation","short_drama"],"entities":["Move AI","GENESIS"],"gist":"Move AI无标记动捕系统实时捕捉多人动作"},{"id":"2026-06-23-tools-06","date":"2026-06-23","section":"tools","sectionName":"工具与能力","source":"@fal","title":"sync-3 avatar model from @synclabs is now live on fal","summary":"Sync Labs 的 sync-3 头像模型已在 fal 平台上线。核心能力：输入一张静态图（插画或动画帧均可）配合语音轨道，即可生成对口型说话的角色视频，唇形同步精度较高。适用于角色对话、虚拟主播、短剧配音等场景，无需传统口型绑定或面部捕捉流程。","recommendation":"单张图+音频就能生成对口型说话角色，做短剧和动画的可以直接在 fal 上跑一遍，省掉传统口型绑定流程。","href":"./2026-06-23.html#item-tools-6","url":"https://x.com/fal/status/2069140827520008597","tags":["lipsync","avatar","video_gen"],"entities":["Sync Labs","sync-3","fal"],"gist":"Sync Labs新模型单图加音频生成对口型视频"},{"id":"2026-06-23-tools-07","date":"2026-06-23","section":"tools","sectionName":"工具与能力","source":"@xai","title":"RT @grok: Introducing /goal in Grok Build","summary":"xAI 在 Grok Build 中推出 /goal 指令，支持用户设定目标后由 AI 自主执行长周期任务，过程中可调用多轮子 Agent 进行验证与实现。该功能面向自动化工作流场景，目前已在 Grok Build 内上线。","recommendation":"Grok 的 Agent 功能上线了，能跑多轮子任务自动执行。搞 AI 工作流编排和自动化管线的可以接 API 测一轮，看能不能串进短剧批量生产链路。","href":"./2026-06-23.html#item-tools-7","url":"https://x.com/xai/status/2069095296987222287","tags":["agent","industry"],"entities":["Grok"],"gist":"Grok Build推出/goal指令支持长周期任务"},{"id":"2026-06-23-tools-08","date":"2026-06-23","section":"tools","sectionName":"工具与能力","source":"@imagine","title":"在画布上同时启动多个生成任务——不再需要等待一个任务完成 81 66 564 13万","summary":"Grok Imagine 画布功能更新，支持同时启动多个生成任务，无需等待单个任务完成即可并行处理。该更新直接提升批量出图效率，适用于视觉开发、角色设计、场景素材等需要多图并行的创作场景。","recommendation":"Grok Imagine 画布支持多任务并行生成，做视觉和短剧的可以省下排队等单张的时间，批量出图效率直接翻倍。","href":"./2026-06-23.html#item-tools-8","url":"https://x.com/imagine/status/2069123115737649441","tags":["image_gen","tutorial"],"entities":["Grok Imagine"],"gist":"Grok Imagine画布支持多任务并行生成"},{"id":"2026-06-23-tools-09","date":"2026-06-23","section":"tools","sectionName":"工具与能力","source":"Claude","title":"在 AWS、Google Cloud 和 Microsoft Foundry 上使用完整版 Claude Desktop","summary":"Anthropic 宣布通过 AWS、Google Cloud 和 Microsoft Foundry 使用 Claude Desktop 的组织，现已获得 Chat、Claude Cowork 和 Claude Code 集成的完整桌面体验。推理保留在客户云环境中，对话历史本地存储。支持 IAM Identity Center、Workforce Identity Federation、Microsoft Entra ID 或 Okta 登录；策略模板可导出至 Intune、GPO 或 Jamf；提供离线安装器。M365 连接器通过 Entra 应用访问邮件和文档，并支持 GCC High/DoD 端点。","recommendation":"Claude 桌面版终于能跑在自家云上了，IT 团队和搞 AI 工作流集成的可以直接对接 AWS/GCP/Azure 的 IAM 和策略模板，省掉自建代理的麻烦。","href":"./2026-06-23.html#item-tools-9","url":"https://claude.com/blog/the-full-claude-desktop-experience-on-aws-google-cloud-and-microsoft-foundry","tags":["agent","industry"],"entities":["Claude Desktop","AWS","Google Cloud","Microsoft Foundry"],"gist":"Claude Desktop在三大云平台提供完整体验"},{"id":"2026-06-23-tools-10","date":"2026-06-23","section":"tools","sectionName":"工具与能力","source":"@Dimillian","title":"你们都会喜欢这个星期发布的 codex 远程版本，因为它终于能够正确加载所有线程，无论它们的大小如何…","summary":"开发者 Thomas Ricouard 预告本周将发布 Codex 远程版本更新，核心修复是能正确加载任意大小的线程，解决此前大线程加载失败的问题。该更新即将上线。","recommendation":"Codex 远程版要修大线程加载问题，搞 AI 编程/Agent 工作流的可以蹲这周更新，省得大项目卡加载。","href":"./2026-06-23.html#item-tools-10","url":"https://x.com/Dimillian/status/2068960200690724977","tags":["agent","industry"],"entities":["Codex"],"gist":"Codex远程版修复大线程加载问题"},{"id":"2026-06-23-methods-01","date":"2026-06-23","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"This ComfyUI workflow lets you draw lines and annotations…","summary":"ComfyUI 官方发布新工作流：用户可在画面上绘制线条和标注来引导 AI 视频中的运动方向、动作发生位置及场景内运动轨迹，内置 LLM 将标注自动翻译为 prompt 指令，实现从视觉草图到运动控制的直接映射。","recommendation":"画线就能控制 AI 视频里的运动轨迹和动作位置，做短剧和视觉的可以直接装工作流跑一遍，比纯 prompt 调参直观多了。","href":"./2026-06-23.html#item-methods-1","url":"https://x.com/ComfyUI/status/2069123029444301174","tags":["control","video_gen","tutorial"],"entities":["ComfyUI"],"gist":"ComfyUI工作流用画线控制视频运动"},{"id":"2026-06-23-methods-02","date":"2026-06-23","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"RT @JakeFromHeyGen: the era of indistinguishable ai content…","summary":"HeyGen 官方转发 JakeFromHeyGen 的推文，称 Hyperframes 结合 HeyGen CLI 可生成难以分辨真假的 AI 内容，并提及公开了工作流。该组合面向批量生成和自动化管线场景，适合短剧、广告等需要大量出片的团队。","recommendation":"HeyGen 官方号转发的 CLI 工作流，Hyperframes 加 CLI 能批量出片，做短剧和批量内容的可以直接跑一遍看效率提升。","href":"./2026-06-23.html#item-methods-2","url":"https://x.com/HeyGen/status/2069090070787928091","tags":["video_gen","agent","case_study"],"entities":["HeyGen","Hyperframes"],"gist":"HeyGen Hyperframes结合CLI批量生成内容"},{"id":"2026-06-23-methods-03","date":"2026-06-23","section":"methods","sectionName":"方法与经验","source":"OpenAI Blog","title":"Codex-maxxing for long-running work","summary":"OpenAI 官方博客发布 Codex 使用技巧文章，由开发者 Jason Liu 分享如何利用 Codex 在长运行项目中保持上下文、管理复杂任务，使工作流能延续到单次 prompt 之外。文章包含具体策略和代码示例。","recommendation":"OpenAI 官方博客分享的 Codex 长上下文管理技巧，做 AI 编程和自动化工作流的可以直接套用 Jason Liu 的方法来管理复杂项目。","href":"./2026-06-23.html#item-methods-3","url":"https://openai.com/index/codex-maxxing-long-running-work","tags":["agent","tutorial"],"entities":["Codex"],"gist":"Codex长运行项目上下文管理技巧"},{"id":"2026-06-23-methods-04","date":"2026-06-23","section":"methods","sectionName":"方法与经验","source":"Hacker News (Top)","title":"Moebius: 0.2B image inpainting model with 10B-level…","summary":"华中科大与 VIVO AI Lab 联合提出 Moebius，一个 0.2B 参数的轻量级图像修复框架，通过 Local-λ Mix Interaction 模块重构扩散骨干，在极端压缩下保持复杂潜在交互，配合多粒度蒸馏策略实现高保真对齐。在自然与肖像基准上达到 10B 级工业模型性能，但计算成本大幅降低。","recommendation":"0.2B 参数做到 10B 级图像修复效果，后期和视觉师可以关注这个蒸馏方案，跑通后本地部署成本极低。","href":"./2026-06-23.html#item-methods-4","url":"https://hustvl.github.io/Moebius/","tags":["image_gen","post_fx","cost_open"],"entities":["Moebius"],"gist":"Moebius轻量图像修复模型性能媲美10B"},{"id":"2026-06-23-methods-05","date":"2026-06-23","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"RT @takamasa045: このイベントレポート動画、","summary":"PixVerse 官方转发案例：用 Claude 作为 AI Agent，全程不打开剪辑软件，自动完成一场活动（PIXVERSE IN TOKYO）的回顾视频制作。展示了 AI Agent 在后期剪辑流程中的自动化潜力，从素材到成片无需人工介入。","recommendation":"AI Agent 全程代劳剪辑，后期和制片人可以看看这个工作流能省多少人工。","href":"./2026-06-23.html#item-methods-5","url":"https://x.com/PixVerse_/status/2068886106654069079","tags":["agent","editing","case_study"],"entities":["Claude","PixVerse"],"gist":"Claude Agent自动完成活动回顾视频制作"},{"id":"2026-06-23-methods-06","date":"2026-06-23","section":"methods","sectionName":"方法与经验","source":"@AdrianPunk115","title":"Loop Engineering从 0 到 1 小白完整教程 你现在打开 AI，大概率还是这样用： “帮我写一篇文章…","summary":"Adrian Punk 发布 Loop Engineering 从 0 到 1 教程，核心讲如何从单次提问升级为设计 AI 循环工作流，适用于需要批量处理或自动化重复任务的场景。","recommendation":"讲的是从单次提问升级到设计循环工作流，做 AI 短剧或批量内容生产的可以看看怎么把重复步骤串起来。","href":"./2026-06-23.html#item-methods-6","url":"https://x.com/AdrianPunk115/status/2068947825120223659","tags":["agent","tutorial","ideation"],"entities":[],"gist":"从单次提问升级为设计AI循环工作流教程"},{"id":"2026-06-23-methods-07","date":"2026-06-23","section":"methods","sectionName":"方法与经验","source":"@eliott__mogenet","title":"我在2026年看到的最好的AI短片都有着相同的3个特点。 1. 它们选择故事而非视觉奇观…","summary":"Eliott Mogenet 总结 2026 年最佳 AI 短片的三个共性：重故事轻视觉奇观、逐镜头投入工艺时间而非几小时速成、以及（原文未完整展示的）第三点。观点本身是行业共识，但无具体案例或工作流支撑。","recommendation":"AI 编导和短剧团队可以当行业共识参考，但别当方法论用——道理都对，但没给具体怎么做的抓手。","href":"./2026-06-23.html#item-methods-7","url":"https://x.com/eliott__mogenet/status/2069094359539315128","tags":["film","case_study","industry"],"entities":[],"gist":"总结2026年最佳AI短片三个共性特点"},{"id":"2026-06-23-methods-08","date":"2026-06-23","section":"methods","sectionName":"方法与经验","source":"@mdmadeit","title":"认识金姆.. 她看起来很平静，因为她已经接受了最坏的情况。 seedance 提示在下方 27 12 175","summary":"个人创作者 @mdmadeit 用 Seedance 2.0 制作的角色短片，展示一个接受最坏情况的女性角色 Kim。推文附有 Seedance 提示词，可参考角色视觉风格和情绪表达的 prompt 写法。","recommendation":"个人创作者用 Seedance 2.0 做的角色短片，附了 prompt，做角色视觉开发的可以点进去看提示词怎么写的。","href":"./2026-06-23.html#item-methods-8","url":"https://x.com/mdmadeit/status/2068948424133923079","tags":["image_gen","prompt"],"entities":["Seedance"],"gist":"用Seedance制作角色短片并附提示词"},{"id":"2026-06-23-works-01","date":"2026-06-23","section":"cases","sectionName":"作品与案例","source":"@wbpicsanimation","title":"新时代的标志。 华纳兄弟影业动画 - 传承我们的遗产，塑造未来。 72 812 4,345","summary":"华纳兄弟影业动画官方 X 账号发布一支品牌短片，主题为「新时代的标志」，融合经典动画遗产与未来视觉风格。短片采用 AI 生成画面，呈现标志性角色与场景的现代化演绎，时长约 1 分钟。","recommendation":"华纳兄弟影业动画官方发布的新时代标志短片，AI 编导和视觉师可以拉片看大厂如何用 AI 做品牌视觉升级，短剧团队也能参考这种风格化片头叙事。","href":"./2026-06-23.html#item-cases-1","url":"https://x.com/wbpicsanimation/status/2069027340043145650","tags":["film","animation","art_design"],"entities":[],"gist":"华纳兄弟用AI制作品牌动画短片"},{"id":"2026-06-23-works-02","date":"2026-06-23","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"A city above the clouds","summary":"PixVerse 发布 Originals 系列第一季作品《Skyforged》，由 @VladyWir 团队横跨阿姆斯特丹、芝加哥、基辅三地协作完成，PixVerse 负责保持整个蒸汽朋克世界的视觉一致性。短片为 AI 生成影像作品，展示跨国团队在单一 AI 工具链下完成统一风格长叙事的能力。","recommendation":"PixVerse 官方 Originals 系列第一季作品，跨国团队协作的蒸汽朋克世界，做 AI 短剧和视觉开发的可以拉片看风格一致性怎么跨城市团队保持。","href":"./2026-06-23.html#item-cases-2","url":"https://x.com/PixVerse_/status/2069040566751686706","tags":["video_gen","consistency","case_study"],"entities":["PixVerse"],"gist":"PixVerse跨国团队保持蒸汽朋克世界一致性"},{"id":"2026-06-23-works-03","date":"2026-06-23","section":"cases","sectionName":"作品与案例","source":"@magnific","title":"在圣胡安之夜，我们跳过篝火。我们聊天、喝酒、亲吻，直到只剩下余烬 在这个故事中，创作者们选择了相反的方向…","summary":"Magnific 官方团队使用 Magnific 工具全链路创作的 AI 短片《Candela》，从音乐、角色到故事均由 Magnific 生成。短片围绕圣胡安之夜篝火场景展开，采用倒叙手法回溯灰烬前的温暖时刻。","recommendation":"Magnific 官方团队用自家工具做的一部短片，从音乐到角色到故事全链路验证。做 AI 短片的可以拉片看视觉风格和叙事节奏，美术师看角色和场景一致性处理。","href":"./2026-06-23.html#item-cases-3","url":"https://x.com/magnific/status/2069042960616902916","tags":["video_gen","case_study"],"entities":["Magnific"],"gist":"Magnific全链路创作AI短片Candela"},{"id":"2026-06-23-works-04","date":"2026-06-23","section":"cases","sectionName":"作品与案例","source":"@lovart_ai","title":"RT @MonetizationDon: What if sports betting commercials…","summary":"Lovart AI 用 AI 制作了一支体育博彩品牌世界杯广告短片，风格模仿好莱坞大片质感，展示 AI 在商业广告领域的电影化视觉能力。","recommendation":"AI 广告短片，把体育博彩广告拍成电影质感，视觉师和编导可以拉片看镜头调度和风格化处理。","href":"./2026-06-23.html#item-cases-4","url":"https://x.com/lovart_ai/status/2068986854108762136","tags":["commercial","film","case_study"],"entities":["Lovart AI"],"gist":"AI制作电影质感体育博彩广告短片"},{"id":"2026-06-23-works-05","date":"2026-06-23","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"想让全世界都来看！这氛围硬是让Ai给拍出来了","summary":"B 站 AI 短剧《侵舟》第 26 集，延续系列风格，主打氛围感营造。作为长系列 AI 短剧的一集，可观察其角色一致性和视觉风格在连续叙事中的保持情况。","recommendation":"AI 短剧《侵舟》第 26 集，氛围感是看点，做短剧和视觉的可以拉片看 AI 怎么处理连续剧集的氛围统一和镜头情绪。","href":"./2026-06-23.html#item-cases-5","url":"https://www.bilibili.com/video/BV1eS7c6zENr","tags":["short_drama","consistency","case_study"],"entities":[],"gist":"AI短剧《侵舟》第26集氛围感与一致性"},{"id":"2026-06-23-works-06","date":"2026-06-23","section":"cases","sectionName":"作品与案例","source":"@CuiMao","title":"Fable 5发布后的24小时内，Anthropic CEO Dario突然失联，美国国防部长Pete亲自审讯…","summary":"CuiMao 发布的 AI 生成短片预告，以 Fable 5 被封杀为背景，讲述 Anthropic CEO 失联、国防部长审讯、神秘取件短信等悬疑情节。短片定位为阴谋论风格的 AI 叙事作品，适合短剧团队参考悬念结构和 AI 生成影像的叙事节奏处理。","recommendation":"AI 生成的悬疑叙事短片预告，做 AI 短剧的可以拉片看叙事节奏和悬念设置，题材偏阴谋论风格。","href":"./2026-06-23.html#item-cases-6","url":"https://x.com/CuiMao/status/2068932428044062966","tags":["short_drama","script","case_study"],"entities":[],"gist":"AI生成悬疑短片预告的叙事节奏"},{"id":"2026-06-23-works-07","date":"2026-06-23","section":"cases","sectionName":"作品与案例","source":"@Okinfografia","title":"#Joker 电影全程未使用绿幕拍摄这一事实已经广为人知。这是真的。但这并不意味着没有数字 #VFX 工作…","summary":"《小丑》电影全程实拍无绿幕，但仍有大量数字 VFX 修改。该推文展示了项目中修改场景的示例，包括背景替换、元素增减等后期处理。","recommendation":"《小丑》VFX 幕后拆解，看实拍+数字修改的边界在哪。视觉师和后期可以拉片学场景修改思路，不是新东西但参考价值在线。","href":"./2026-06-23.html#item-cases-7","url":"https://x.com/Okinfografia/status/2069046649221976431","tags":["post_fx","case_study"],"entities":[],"gist":"《小丑》实拍加数字VFX修改场景拆解"},{"id":"2026-06-24-industry-01","date":"2026-06-24","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Seedance 4K","summary":"Runway 官方宣布平台现已集成 Seedance 4K、Seedance Mini 和 Kling 3.0 Turbo 三款模型，用户可在同一工作流中调用。Seedance 4K 主打高分辨率视频生成，Seedance Mini 侧重快速轻量输出，Kling 3.0 Turbo 为快手旗下视频生成模型。新用户使用优惠码 30RUNWAY 可享前 3 个月 30% 折扣。","recommendation":"Runway 把 Seedance 4K、Seedance Mini、Kling 3.0 Turbo 全塞进一个平台，做 AI 短剧和视觉的直接去测 4K 出片和 Mini 的快速迭代，30% 折扣码限时。","href":"./2026-06-24.html#item-industry-1","url":"https://x.com/runwayml/status/2069535148450705517","tags":["video_gen","cost_open"],"entities":["Runway","Seedance 4K","Seedance Mini","Kling 3.0 Turbo"],"gist":"Runway集成三款视频生成模型支持4K"},{"id":"2026-06-24-industry-02","date":"2026-06-24","section":"industry","sectionName":"行业与平台","source":"@GoogleDeepMind","title":"RT @jparkerholder: Huge congratulations to the Project…","summary":"Google DeepMind 旗下 AI 项目 Project Genie 在 2025 年戛纳国际创意节（Cannes Lions）获得 AI Craft 类别全场大奖（Grand Prix）。该奖项表彰在 AI 辅助创意制作领域的杰出作品。Project Genie 是 DeepMind 面向视频生成与创意制作的 AI 工具，具体获奖作品细节尚未公开。","recommendation":"Google DeepMind 的 Project Genie 拿下戛纳创意节 AI Craft 全场大奖，做 AI 短剧和品牌内容的可以关注这个案例的评审逻辑和行业风向。","href":"./2026-06-24.html#item-industry-2","url":"https://x.com/GoogleDeepMind/status/2069542674483261621","tags":["industry","video_gen","case_study"],"entities":["Project Genie"],"gist":"DeepMind Project Genie获戛纳AI大奖"},{"id":"2026-06-24-industry-03","date":"2026-06-24","section":"industry","sectionName":"行业与平台","source":"@elevenlabs","title":"Before you see the film, hear the original epic","summary":"ElevenLabs 今日发布《奥德赛》有声书，由已故演员 Sir Michael Caine 的 AI 合成声音完整朗读，并配有原创音乐和电影级声音设计。这是 ElevenLabs 在长篇叙事音频领域的正式产品发布，展示了其语音合成技术在情感表达、长篇连贯性和声音设计整合上的能力。","recommendation":"ElevenLabs 用已故演员 Sir Michael Caine 的声音做了整部《奥德赛》有声书，AI 配音和声音设计团队可以直接点开听成品质感，看合成语音在长篇叙事和情感表达上到了什么程度。","href":"./2026-06-24.html#item-industry-3","url":"https://x.com/ElevenLabs/status/2069418277713981640","tags":["audio_voice","audio_music","audio_sfx"],"entities":["ElevenLabs"],"gist":"ElevenLabs发布AI朗读《奥德赛》有声书"},{"id":"2026-06-24-industry-04","date":"2026-06-24","section":"industry","sectionName":"行业与平台","source":"@Google","title":"RT @GeminiApp: Gemini Spark is your 24/7 personal AI agent…","summary":"Google 官方宣布推出 Gemini Spark，定位为 24/7 全天候个人 AI Agent，可在用户指令下自主完成从启动到收尾的完整任务流程，无需人工中间干预。该产品面向自动化执行场景，适用于复杂多步骤任务的端到端调度与执行。","recommendation":"Google 把 Gemini 升级成 24/7 自主 Agent，能从头到尾执行复杂任务。做 AI 短剧和工具链整合的可以关注它怎么接管端到端工作流，省掉中间手动调度环节。","href":"./2026-06-24.html#item-industry-4","url":"https://x.com/Google/status/2069478010403594612","tags":["agent"],"entities":["Gemini Spark"],"gist":"Google推出24/7自主AI Agent Gemini Spark"},{"id":"2026-06-24-industry-05","date":"2026-06-24","section":"industry","sectionName":"行业与平台","source":"@haoailab","title":"FastWan-QAD：单卡5090上1.8秒生成5秒视频","summary":"Sky Computing Lab 发布 FastWan-QAD 视频生成模型系列，基于 FastVideo 的量化感知蒸馏方案训练。在单张 RTX 5090 上，端到端生成 5 秒 480P 视频仅需 1.8 秒。模型、代码及博客已开源。","recommendation":"单卡 5090 上 1.8 秒出 5 秒视频，做短剧和批量出片的可以直接跑开源代码测生成速度和质量。","href":"./2026-06-24.html#item-industry-5","url":"https://x.com/haoailab/status/2069493820732170695","tags":["video_gen","cost_open"],"entities":["FastWan-QAD","FastVideo","RTX 5090"],"gist":"FastWan-QAD单卡5090上1.8秒生成5秒视频"},{"id":"2026-06-24-industry-06","date":"2026-06-24","section":"industry","sectionName":"行业与平台","source":"公众号","title":"今天，豆包正式推出专业版","summary":"字节跳动推出豆包专业版，基于豆包2.1系列大模型，面向复杂办公与生产力场景。核心能力包括：Agent 任务模式（操作本地电脑、浏览器、调用 Skills 技能、定时任务）、内置 Office 办公套件、可生成带后端数据库的在线应用。免费用户可用豆包2.1 Turbo 版办公任务模式，专业版接入豆包2.1 Pro 模型。定价：标准套餐68元/月（连续包月），加强套餐200元/月，高级套餐500元/月，大学生认证后标准套餐38元/月（持续6个月）。","recommendation":"字节把 Agent 能力塞进办公套件，能操作本地电脑和浏览器、自动生成带数据库的在线应用。做 AI 短剧和工具链整合的可以看看这套自动化工作流能不能接进自己的生产管线。","href":"./2026-06-24.html#item-industry-6","url":"https://mp.weixin.qq.com/s/Sb-NMXTrWFQES1EDO_Gr2g","tags":["agent","industry"],"entities":["豆包专业版","豆包2.1"],"gist":"字节推出豆包专业版，集成Agent与办公套件"},{"id":"2026-06-24-industry-07","date":"2026-06-24","section":"industry","sectionName":"行业与平台","source":"Mistral AI","title":"Mistral OCR 4","summary":"Mistral AI 发布 OCR 4 模型，新增边界框、块分类（标题、表格、方程式、签名等）及逐页逐词置信度分数。支持 170 种语言、10 个语系，可单容器全自托管部署。在 OlmOCRBench 上得分 85.20，独立标注者偏好率平均 72%。定价每 1000 页 $4，Batch API 享 50% 折扣。","recommendation":"Mistral 把 OCR 做到 170 语种+自托管，后期团队做多语言字幕/脚本提取的可以直接接 API 或本地部署，省掉传统 OCR 的后期校对成本。","href":"./2026-06-24.html#item-industry-7","url":"https://mistral.ai/news/ocr-4","tags":["subtitle","cost_open"],"entities":["Mistral OCR 4"],"gist":"Mistral发布OCR 4，支持170语种可自托管"},{"id":"2026-06-24-industry-08","date":"2026-06-24","section":"industry","sectionName":"行业与平台","source":"@MoveAI_","title":"The solve behind PLAY and GENESIS is identical, the…","summary":"Move AI 官方推文说明其 PLAY 和 GENESIS 两款产品的底层求解算法相同，区别在于应用场景。同时透露正在对 MOVE 无标记点动捕方案进行鲁棒性测试，重点验证在实拍环境和多变光照条件下的表现。推文附有测试链接。","recommendation":"Move AI 在讲自家 MOVE 无标记点动捕方案在复杂光照下的鲁棒性测试，做 AI 后期和动捕整合的可以点开看看测试环境细节。","href":"./2026-06-24.html#item-industry-8","url":"https://x.com/MoveAI_/status/2069739344579993779","tags":["performance","case_study"],"entities":["Move AI","PLAY","GENESIS","MOVE"],"gist":"Move AI说明PLAY与GENESIS同源，测试MOVE动捕"},{"id":"2026-06-24-tools-01","date":"2026-06-24","section":"tools","sectionName":"工具与能力","source":"IT之家","title":"OpenAI ChatGPT 语音最大规模升级：双向AI语音模型 Bidi 1 已上线测试","summary":"OpenAI 在 ChatGPT 网页版和 App 端上线双向 AI 语音模型 Bidi 1，位于模型选择器中，与标准语音和高级语音并列。核心能力是支持边说话边监听，用户可在对话中途打断并发出新指令，例如要求从1数到10时中途喊停倒数，模型会立即切换执行。目前部分用户可见，OpenAI 尚未官宣，预计本周启动更大范围测试。","recommendation":"ChatGPT 语音模式最大升级，双向打断和实时指令切换，做 AI 配音、虚拟角色对话、短剧对白录制的可以直接上手测交互流畅度。","href":"./2026-06-24.html#item-tools-1","url":"https://www.ithome.com/0/967/852.htm","tags":["audio_voice","agent","short_drama"],"entities":["OpenAI","ChatGPT","Bidi 1"],"gist":"OpenAI双向语音模型Bidi 1上线，支持打断交互"},{"id":"2026-06-24-tools-02","date":"2026-06-24","section":"tools","sectionName":"工具与能力","source":"@CharaspowerAI","title":"The gap between AI video and traditional production just…","summary":"Seedance 2.0 在 Higgsfield 平台新增原生 4K 生成能力，并支持将旧生成片段升级至 4K 分辨率。该模型此前已用于高端 AI 视频制作，此次分辨率升级直接缩小了 AI 视频与传统制作的画质差距。","recommendation":"Seedance 2.0 在 Higgsfield 上直接出原生 4K，还能把老生成片段升级到 4K。做 AI 短剧和视觉的可以实测一下，看 4K 下角色一致性和细节保持得怎么样。","href":"./2026-06-24.html#item-tools-2","url":"https://x.com/CharaspowerAI/status/2069463762021552174","tags":["video_gen","consistency","short_drama"],"entities":["Seedance 2.0","Higgsfield"],"gist":"Seedance 2.0在Higgsfield支持原生4K生成"},{"id":"2026-06-24-tools-03","date":"2026-06-24","section":"tools","sectionName":"工具与能力","source":"@Blackmagic_News","title":"DaVinci Resolve 21","summary":"Blackmagic Design 发布 DaVinci Resolve 21.0.1 更新，主要改进包括：更精确的 DNG 和 Apple ProRAW 解码，确保图像色彩和亮度一致性；优化 H.265 HDR 渲染的 HDR 元数据处理。已开放下载。","recommendation":"达芬奇 21.0.1 修了 RAW 解码和 HDR 元数据，后期调色和输出 H.265 HDR 的可以直接更新，省一版手动调色时间。","href":"./2026-06-24.html#item-tools-3","url":"https://x.com/Blackmagic_News/status/2069599563640643732","tags":["post_fx","color","editing"],"entities":["DaVinci Resolve 21"],"gist":"达芬奇21.0.1更新RAW解码和HDR元数据处理"},{"id":"2026-06-24-tools-04","date":"2026-06-24","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"RT @runware: Fish Audio S2","summary":"Fish Audio S2.1 Pro 语音模型已集成至 Runware 平台，支持 80+ 语言自动检测、自然语言情绪与表达控制，可生成带情感和语气的语音输出。面向配音、虚拟角色对话、多语言内容制作等场景，API 已开放调用。","recommendation":"Fish Audio S2.1 Pro 上线 Runware，80+ 语言+自然语言情绪控制，做配音和后期可以直接接 API 试一周，看语音质量和情绪表达稳不稳。","href":"./2026-06-24.html#item-tools-4","url":"https://x.com/FishAudio/status/2069751582980460745","tags":["audio_voice","agent"],"entities":["Fish Audio S2.1 Pro","Runware"],"gist":"Fish Audio S2.1 Pro集成Runware，支持多语言情绪控制"},{"id":"2026-06-24-tools-05","date":"2026-06-24","section":"tools","sectionName":"工具与能力","source":"@ManusAI","title":"Update: instead of hunting for exact URLs, Manus can now…","summary":"Manus AI 更新：Agent 现在能根据用户描述的项目需求，自动搜索并推荐相关网页作为参考来源，用户选择后，Manus 会在后续任务中引用这些页面。这补上了 Agent 工作流中「自主检索外部信息」的环节，减少了人工喂 URL 的步骤。","recommendation":"Manus 的 Agent 工作流补了一块关键拼图——不用再手动喂 URL，AI 自己搜网页当参考。做 AI 短剧工作流编排的可以看看这个交互逻辑，省掉不少人工筛选步骤。","href":"./2026-06-24.html#item-tools-5","url":"https://x.com/ManusAI/status/2069436049198076069","tags":["agent","short_drama"],"entities":["Manus"],"gist":"Manus Agent新增自动搜索网页作为参考来源"},{"id":"2026-06-24-tools-06","date":"2026-06-24","section":"tools","sectionName":"工具与能力","source":"@AnthropicAI","title":"RT @claudeai: Introducing Claude Tag, a new way for teams…","summary":"Anthropic 推出 Claude Tag 功能，Claude 可以以团队成员身份加入 Slack 频道，直接访问频道上下文和消息历史，无需手动 @ 或搬运信息。适用于团队协作场景下的信息检索、任务分配和自动化工作流。","recommendation":"Claude 直接以团队成员身份接入 Slack，做 AI 工作流编排和团队协作自动化的可以看看怎么用 Tag 功能减少手动搬运。","href":"./2026-06-24.html#item-tools-6","url":"https://x.com/AnthropicAI/status/2069469669929386160","tags":["agent","industry"],"entities":["Claude Tag","Anthropic","Slack"],"gist":"Claude Tag让Claude以团队成员身份接入Slack协作"},{"id":"2026-06-24-tools-07","date":"2026-06-24","section":"tools","sectionName":"工具与能力","source":"@heyglif","title":"have a cool video you created","summary":"Glif 官方宣布新增视频转 GIF 功能，用户上传视频即可直接生成 GIF，无需额外工具。该功能面向创作者日常素材处理场景，操作门槛低。","recommendation":"Glif 新增视频转 GIF 功能，做后期和视觉的可以顺手用，不用再切工具。","href":"./2026-06-24.html#item-tools-7","url":"https://x.com/heyglif/status/2069724673739211092","tags":["post_fx","tutorial"],"entities":["Glif"],"gist":"Glif 新增视频转 GIF 功能，简化素材处理"},{"id":"2026-06-24-methods-01","date":"2026-06-24","section":"methods","sectionName":"方法与经验","source":"@krea_ai","title":"our technical report is out","summary":"Krea AI 官方发布 Krea 2 技术报告，详细公开了模型的数据构成、架构设计和训练技术细节，包括图像生成和视频生成能力的底层实现。报告面向技术研究者与高级用户，可从中拆解其风格一致性和生成质量的关键方法。","recommendation":"Krea 2 的技术报告公开了，做 AI 视觉和工具链整合的可以进去翻数据、架构和训练细节，看它怎么做到现在的出图质量。","href":"./2026-06-24.html#item-methods-1","url":"https://x.com/krea_ai/status/2069473417804591191","tags":["image_gen","video_gen","tutorial"],"entities":["Krea AI"],"gist":"Krea 2 技术报告公开架构与训练细节"},{"id":"2026-06-24-methods-02","date":"2026-06-24","section":"methods","sectionName":"方法与经验","source":"@lovart_ai","title":"A $25,000 ad campaign, made in one evening","summary":"Lovart 官方发布客户案例：一支价值 2.5 万美元的广告片，仅用 Lovart 平台一晚完成，无传统剧组、无 CGI 团队、无实拍，从创意到成片全在提示词内完成。案例展示了 AI 广告制作在成本和时间上的极端压缩能力。","recommendation":"Lovart 官方案例：2.5 万美元广告片，一晚出片，零剧组零拍摄。做短剧和广告的制片人可以点开看成本结构和出片效率，算算能不能套进自己的项目里。","href":"./2026-06-24.html#item-methods-2","url":"https://x.com/lovart_ai/status/2069681283576545656","tags":["commercial","case_study","cost_open"],"entities":["Lovart"],"gist":"Lovart 一晚完成 2.5 万美元广告片案例"},{"id":"2026-06-24-methods-03","date":"2026-06-24","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Creator seungho__yeo ( IG ) built an entire anime-inspired…","summary":"ComfyUI 官方账号展示创作者 seungho__yeo 在 Comfy 内完成从分镜到最终渲染的完整 2D 动画工作流，另一位创作者 whatzuwant 负责 AI 生成动画与声音设计。pipeline 包含海报艺术环节，具体工具链和参数细节需查看链接原文。","recommendation":"ComfyUI 官方号推的完整 2D 动画工作流案例，从分镜到成片全在 Comfy 里跑完。做 AI 动画和短剧的可以顺着工作流拆一遍，看分镜到最终渲染的链路怎么搭。","href":"./2026-06-24.html#item-methods-3","url":"https://x.com/ComfyUI/status/2069583137039073419","tags":["animation","storyboard","case_study"],"entities":["ComfyUI"],"gist":"Comfy 内完成 2D 动画从分镜到渲染"},{"id":"2026-06-24-methods-04","date":"2026-06-24","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"RT @sailorv321: 最近ショートMVでよく使っている","summary":"用户 @sailorv321 分享用于制作短 MV 的舞蹈视频 prompt 第二弹，支持多镜头（multi-shot）和 VFX 效果，需使用一张参考角色图像（面部、发型、体型、服装轮廓、表情、氛围），由 PixVerse 官方账号转发。","recommendation":"做 AI 舞蹈 MV 的可以直接抄 prompt，多镜头加 VFX 的写法有参考价值。","href":"./2026-06-24.html#item-methods-4","url":"https://x.com/PixVerse_/status/2069757221907603822","tags":["mv","prompt","performance"],"entities":["PixVerse"],"gist":"分享短 MV 舞蹈视频多镜头 prompt"},{"id":"2026-06-24-works-01","date":"2026-06-24","section":"cases","sectionName":"作品与案例","source":"@maxescu","title":"I vibe directed a full music video through conversation","summary":"创作者 @maxescu 用 OpenArt 的 Director 功能，仅通过对话指定歌曲、视觉方向和主角，AI 自动完成故事、场景、口型同步、剪辑和 3 分钟全片一致性。展示了从一句话创意到完整 MV 成片的极简工作流，适合编导和短剧团队评估全自动出片的质量上限。","recommendation":"OpenArt 的 Director 功能，从对话到 3 分钟 MV 全自动出片，编导和短剧团队可以拉片看叙事连贯性和角色一致性处理得怎么样。","href":"./2026-06-24.html#item-cases-1","url":"https://x.com/maxescu/status/2069505585272549565","tags":["mv","agent","case_study"],"entities":["OpenArt"],"gist":"OpenArt Director 对话生成完整 MV"},{"id":"2026-06-24-works-02","date":"2026-06-24","section":"cases","sectionName":"作品与案例","source":"@Kling_ai","title":"WILD — The Full MV is OUT NOW","summary":"Kling 官方发布完整 MV《WILD》，主题为足球丛林（Football Jungle），已可观看。作为官方出品的 AI 生成 MV，展示了 Kling 在动态场景、角色动作和叙事节奏上的能力，适合作为模型能力参考片。","recommendation":"Kling 官方出品的 MV 成片，足球+丛林题材，视觉师和编导可以拉片看 Kling 在动态镜头和角色一致性上的最新表现。","href":"./2026-06-24.html#item-cases-2","url":"https://x.com/Kling_ai/status/2069450414500807154","tags":["mv","video_gen","case_study"],"entities":["Kling"],"gist":"Kling官方发布AI生成MV《WILD》展示能力"},{"id":"2026-06-24-works-03","date":"2026-06-24","section":"cases","sectionName":"作品与案例","source":"@WonderStudiosX","title":"One of the most watched AI filmmakers on the internet","summary":"AI 电影人 Kavanthekid 发布恐怖科幻短片《Last Recall》，由 Wonder Studios 出品，已在 X 上线完整正片。该导演是 X 平台最受关注的 AI 电影人之一，作品风格偏硬核恐怖科幻，不铺垫直接进入剧情。","recommendation":"AI 恐怖科幻短片新作，导演 Kavanthekid 是 X 上最受关注的 AI 电影人之一，做 AI 短剧和编导的可以拉片看叙事节奏和视觉风格处理。","href":"./2026-06-24.html#item-cases-3","url":"https://x.com/WonderStudiosX/status/2069462897177079975","tags":["film","case_study","short_drama"],"entities":["Wonder Studios"],"gist":"AI电影人Kavanthekid发布恐怖科幻短片"},{"id":"2026-06-24-works-04","date":"2026-06-24","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"Civilization is not natural","summary":"LumaLabsAI 官推发布创作者 @MazuranDomagoj 的 AI 短片《Wolf of Arcadia》，使用 Luma 制作。短片构建了一个「文明非自然，是建造的」世界观，视觉风格偏暗黑史诗，场景和角色一致性是看点。","recommendation":"Luma 官号推的 AI 短片，世界设定和视觉风格有看头，做 AI 短剧和视觉开发的可以拉片看氛围营造和场景一致性。","href":"./2026-06-24.html#item-cases-4","url":"https://x.com/LumaLabsAI/status/2069424931973050530","tags":["film","case_study","consistency"],"entities":["Luma"],"gist":"Luma官推AI短片《Wolf of Arcadia》展示暗黑史诗"},{"id":"2026-06-24-works-05","date":"2026-06-24","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"RT @karyabangjumawa: A boy alone in an alley kicks a ball…","summary":"PixVerse 官方账号转发创作者 @karyabangjumawa 的 AI 短片《Lapangan Mimpi》，讲述一个男孩在巷子里踢球，球飞向天空后世界变成梦想球场的幻想场景。短片主打视觉创意和镜头转场，属于个人创作者作品。","recommendation":"PixVerse 官方转发的 AI 短片，足球少年幻想变球场的视觉创意，做 AI 短片和视觉的可以拉片看镜头转场和氛围渲染。","href":"./2026-06-24.html#item-cases-5","url":"https://x.com/PixVerse_/status/2069445312490676563","tags":["film","case_study","video_gen"],"entities":["PixVerse"],"gist":"PixVerse转发AI短片《Lapangan Mimpi》展示视觉创意"},{"id":"2026-06-24-works-06","date":"2026-06-24","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"外星人来地球了！但迟到了那么一小会......","summary":"小红书作者「张拉灯」的 AI 短片《外星人来地球了！但迟到了那么一小会......》，外星人题材，带幽默感的叙事短片。","recommendation":"小红书高赞 AI 短片，外星人题材带点幽默感，做 AI 短剧的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-06-24.html#item-cases-6","url":"https://www.xiaohongshu.com/explore/6a38ce72000000001702f504","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"小红书AI短片外星人题材幽默叙事"},{"id":"2026-06-25-industry-01","date":"2026-06-25","section":"industry","sectionName":"行业与平台","source":"Google DeepMind Blog","title":"Introducing computer use in Gemini 3.5 Flash","summary":"Google DeepMind 在 Gemini 3.5 Flash 模型中新增「computer use」能力，模型可直接操控电脑界面（点击、输入、导航），无需额外工具或脚本。该功能已开放 API 调用，适用于自动化工作流、数据录入、网页操作等场景。","recommendation":"Google 把电脑操控能力塞进 Gemini 3.5 Flash，做 AI 自动化工作流的可以直接接 API 测一周，看它能不能帮你跑通素材批量处理或发布流程。","href":"./2026-06-25.html#item-industry-1","url":"https://deepmind.google/blog/introducing-computer-use-in-gemini-3-5-flash/","tags":["agent","industry"],"entities":["Gemini 3.5 Flash"],"gist":"Gemini 3.5 Flash新增电脑操控能力"},{"id":"2026-06-25-industry-02","date":"2026-06-25","section":"industry","sectionName":"行业与平台","source":"@OpenAI","title":"We have a new version of GPT-5","summary":"OpenAI 发布 GPT-5.5 Instant 新版本，这是其使用率最高的模型。新版本提升了理解用户提问意图并自适应调整回复的能力，同时更可靠地处理复杂约束条件，并优化了购物等场景的交互体验。","recommendation":"GPT-5.5 Instant 升级了意图理解和复杂约束处理，做 AI 配音和对话脚本的可以直接接 API 测一周，看对话自然度提升多少。","href":"./2026-06-25.html#item-industry-2","url":"https://x.com/OpenAI/status/2069843083701915755","tags":["agent","audio_voice","script"],"entities":["GPT-5.5 Instant"],"gist":"GPT-5.5 Instant 提升意图理解与复杂约束处理"},{"id":"2026-06-25-tools-01","date":"2026-06-25","section":"tools","sectionName":"工具与能力","source":"@EHuanglu","title":"holy sht","summary":"Dreamina 推出 Octo AI Agent，支持通过自然语言对话生成不限长度的 AI 影片。所有画面元素均可编辑，生成前可预览视频效果，大幅降低 AI 长片制作门槛。","recommendation":"Dreamina 的 Octo AI Agent 能直接对话生成无限长度影片，且每帧可编辑、生成前可预览。做 AI 短剧和长片的可以直接上手跑一遍，看工作流能省多少步。","href":"./2026-06-25.html#item-tools-1","url":"https://x.com/EHuanglu/status/2069835964206481427","tags":["video_gen","agent","short_drama","film"],"entities":["Dreamina","Octo AI Agent"],"gist":"Dreamina Octo 对话生成无限长可编辑影片"},{"id":"2026-06-25-tools-02","date":"2026-06-25","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"With most AI tools, your face changes every time you…","summary":"HeyGen 推出 Look Packs 功能，基于新图像引擎，用户创建数字分身后可一键生成多套统一风格形象（妆容、造型、场景），解决 AI 生成中面部不一致问题。首套免费，适用于虚拟角色、短剧角色 IP、品牌代言人形象等场景。","recommendation":"HeyGen 出了 Look Packs 功能，一键生成多套统一风格形象，做数字分身和角色 IP 的可以直接上手试，省掉反复调脸的时间。","href":"./2026-06-25.html#item-tools-2","url":"https://x.com/HeyGen/status/2069808768377069797","tags":["avatar","consistency","image_gen"],"entities":["HeyGen","Look Packs"],"gist":"HeyGen Look Packs 一键生成统一风格形象"},{"id":"2026-06-25-tools-03","date":"2026-06-25","section":"tools","sectionName":"工具与能力","source":"@comfyui","title":"HappyHorse 1","summary":"ComfyUI 上线 HappyHorse 1.1 官方节点，支持原生音频输出、多角色一致性、电影级构图，一次渲染完成。1.1 版本新增动态表情（更流畅动作）、增强 R2V 功能（最多 9 张参考图）。","recommendation":"ComfyUI 原生节点，一次渲染搞定音频、多角色一致性和电影级构图，做短剧和视觉开发的可以直接装起来跑工作流。","href":"./2026-06-25.html#item-tools-3","url":"https://x.com/ComfyUI/status/2069886317169955180","tags":["video_gen","consistency","audio_voice","control"],"entities":["ComfyUI","HappyHorse 1.1"],"gist":"ComfyUI HappyHorse 节点支持音频与多角色一致性"},{"id":"2026-06-25-tools-04","date":"2026-06-25","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"Cancel the rest of your meetings","summary":"Pika Labs 官方宣布，Seedance 2.0 的 4K 原生输出能力已通过 Pika MCP（Model Context Protocol）开放。创作者可在支持 MCP 的工具链中直接调用 Pika 的 4K 视频生成，无需切换平台。","recommendation":"Pika 把 Seedance 2.0 的 4K 原生输出塞进了 MCP 协议，做短剧和视觉的可以直接在 ComfyUI 生态里调 4K 出片，不用切工具链。","href":"./2026-06-25.html#item-tools-4","url":"https://x.com/pika_labs/status/2069900688147325080","tags":["video_gen","agent","cost_open"],"entities":["Pika","Seedance 2.0","MCP"],"gist":"Pika Seedance 2.0 4K 输出接入 MCP 协议"},{"id":"2026-06-25-tools-05","date":"2026-06-25","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"New in Runway, you can now localize ads","summary":"Runway 上线广告本地化功能：上传一张广告图，一键生成适配不同语言市场的版本，无需手动替换文案或重拍素材。面向品牌广告、出海投放、多市场宣发场景，降低本地化制作成本。","recommendation":"Runway 把广告本地化做成了一键操作，做品牌广告和出海投放的制片可以直接省掉多语言重拍和后期替换的环节。","href":"./2026-06-25.html#item-tools-5","url":"https://x.com/runwayml/status/2069796562805440964","tags":["commercial","image_gen","editing"],"entities":["Runway"],"gist":"Runway 广告本地化一键生成多语言版本"},{"id":"2026-06-25-tools-06","date":"2026-06-25","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"Layer Editor 2","summary":"FLORA 发布 Layer Editor 2.0，新增功能包括：上传自定义品牌字体、专业字距（kerning）控制、字母间距/追踪/行高调节、精确边距设置。用户无需离开 FLORA 即可完成专业级图层排版，适用于 AI 视觉创作中的文字排版和海报设计场景。","recommendation":"FLORA 的图层编辑器升到 2.0，加上了字体上传、字距行距和精确边距控制。做 AI 视觉和海报的可以直接在工具里完成专业排版，不用切到 Figma 或 PS 了。","href":"./2026-06-25.html#item-tools-6","url":"https://x.com/floraai/status/2069819381199057288","tags":["art_design","tutorial"],"entities":["FLORA"],"gist":"FLORA图层编辑器2.0支持专业排版功能"},{"id":"2026-06-25-tools-07","date":"2026-06-25","section":"tools","sectionName":"工具与能力","source":"@krea_ai","title":"RT @ostrisai: I made a training adapter for @krea_ai Krea2…","summary":"Ostris 为 Krea AI 的 Krea2 Turbo 模型开发了一个训练适配器，允许用户直接在 Turbo 模型上训练 LoRA，无需先转换或导出到其他工具。这意味着角色和风格定制的工作流可以更短、更直接，对需要高频迭代视觉风格的 AI 短剧和美术团队是实打实的效率提升。","recommendation":"Krea 2 Turbo 终于能直接训练 LoRA 了，做角色一致性和风格定制的视觉师可以装起来用，省掉外部训练再导入的步骤。","href":"./2026-06-25.html#item-tools-7","url":"https://x.com/krea_ai/status/2069818057120436323","tags":["consistency","tutorial","cost_open"],"entities":["Krea AI","Krea2 Turbo","LoRA"],"gist":"Krea2 Turbo支持直接训练LoRA适配器"},{"id":"2026-06-25-tools-08","date":"2026-06-25","section":"tools","sectionName":"工具与能力","source":"@ManusAI","title":"New: Choose hosting Modes on Manus built web apps","summary":"Manus AI 为其构建的 Web 应用新增托管模式选择：Autoscale 模式适合日常网站，空闲时自动休眠不收费；Reserved 模式保持 24/7 在线，适用于直播、Webcam、机器人等实时应用。","recommendation":"Manus 给 AI 应用加了托管模式，做短剧分发站或实时互动应用的可以看看，省服务器钱。","href":"./2026-06-25.html#item-tools-8","url":"https://x.com/ManusAI/status/2069812557162992090","tags":["industry","agent"],"entities":["Manus"],"gist":"Manus为AI应用新增托管模式选择"},{"id":"2026-06-25-tools-09","date":"2026-06-25","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"Luma Connectors is live","summary":"LumaLabs 上线 Connectors 功能，支持将 Airtable、Dropbox、Google Drive 等外部工具直接接入 Luma 工作区，用户可在任意 board 中按需拉取文件，无需手动上传或切换平台。","recommendation":"Luma 把 Airtable、Dropbox、Google Drive 直接接进工作流，做 AI 短剧和批量项目的可以省掉来回导素材的功夫，制片和整合岗直接上手试。","href":"./2026-06-25.html#item-tools-9","url":"https://x.com/LumaLabsAI/status/2069829717130174534","tags":["agent","industry"],"entities":["Luma","Airtable","Dropbox","Google Drive"],"gist":"Luma上线Connectors接入外部工具"},{"id":"2026-06-25-tools-10","date":"2026-06-25","section":"tools","sectionName":"工具与能力","source":"@fal","title":"RT @BlendiByl: I brought @fal into Roblox Studio 🎮","summary":"开发者 Blendi Byl 将 fal 的 AI 视频生成能力集成到 Roblox Studio 中，支持 text/image → video（Seedance 2.0、LTX 2.3 Fast）以及 text/image → 3D 的实时生成，生成内容可直接在游戏引擎内播放。","recommendation":"把视频生成模型直接塞进 Roblox 引擎，做游戏内实时 AI 影像的可以关注这个集成方向。","href":"./2026-06-25.html#item-tools-10","url":"https://x.com/fal/status/2069817950224421365","tags":["video_gen","three_d","agent"],"entities":["fal","Roblox Studio","Seedance 2.0","LTX 2.3 Fast"],"gist":"fal视频生成集成到Roblox Studio"},{"id":"2026-06-25-methods-01","date":"2026-06-25","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Read the technical paper on Krea 2","summary":"ComfyUI 官方账号转发 Krea 2 技术论文和模型权重下载链接。Krea 2 是图像生成模型，论文公开了架构细节，权重可下载用于本地部署和二次开发。","recommendation":"Krea 2 的技术论文和模型权重都开放了，做视觉风格和图像生成的可以直接下载跑一遍，看看效果和可控性。","href":"./2026-06-25.html#item-methods-1","url":"https://x.com/ComfyUI/status/2069483697255088134","tags":["image_gen","cost_open"],"entities":["Krea 2","ComfyUI"],"gist":"Krea 2技术论文和权重开放下载"},{"id":"2026-06-25-methods-02","date":"2026-06-25","section":"methods","sectionName":"方法与经验","source":"@elevenlabs","title":"Read more about how we built this with FOX Sports","summary":"ElevenLabs 官方发布与 FOX Sports 的合作案例，具体技术细节和落地方式需查看链接原文。","recommendation":"ElevenLabs 和 FOX Sports 的合作案例，做 AI 配音和体育内容制片的可以点开看看怎么落地的。","href":"./2026-06-25.html#item-methods-2","url":"https://x.com/ElevenLabs/status/2069781369442480513","tags":["audio_voice","case_study","commercial"],"entities":["ElevenLabs"],"gist":"ElevenLabs与FOX Sports合作案例，AI配音落地体育内容"},{"id":"2026-06-25-methods-03","date":"2026-06-25","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"Inside the builder workflow: How we use HyperFrames at…","summary":"HeyGen 官方推文分享其内部团队使用 HyperFrames 的工作流，内容为官方视角的方法论分享，具体工作流细节需查看链接原文。","recommendation":"HeyGen 官方分享内部用 HyperFrames 的工作流，做 AI 视觉和短剧的可以点开看看他们怎么搭角色和场景的框架。","href":"./2026-06-25.html#item-methods-3","url":"https://x.com/HeyGen/status/2069465897702682995","tags":["agent","tutorial","consistency"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen内部用HyperFrames搭建角色场景工作流"},{"id":"2026-06-25-works-01","date":"2026-06-25","section":"cases","sectionName":"作品与案例","source":"@WonderStudiosX","title":"Beyond the Loop","summary":"AI 短片《Beyond the Loop》在翠贝卡电影节首映，由 Wonder Studios 制作，CapCut 赞助，InVideo、OpenArt、ElevenLabs 等担任执行制片。影片为 AI 生成影像作品，具体题材和视觉风格需查看正片。","recommendation":"AI 短片在翠贝卡电影节首映，做 AI 短剧和长片的可以拉片看电影节级别的叙事和视觉处理。","href":"./2026-06-25.html#item-cases-1","url":"https://x.com/WonderStudiosX/status/2069812794825093506","tags":["film","case_study","video_gen"],"entities":["CapCut","InVideo","OpenArt","ElevenLabs"],"gist":"AI短片《Beyond the Loop》翠贝卡首映，展示AI叙事"},{"id":"2026-06-25-works-02","date":"2026-06-25","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"The toilet paper is gone","summary":"LumaLabs 官方发布导演 Eran May-Raz 的粘土动画短片《Zozo》，用 Luma 制作，题材为家庭日常小场景，主打 AI 生成定格动画质感。","recommendation":"Luma 官方发的粘土动画短片，视觉师和编导可以拉片看 AI 做定格动画质感的可能性。","href":"./2026-06-25.html#item-cases-2","url":"https://x.com/LumaLabsAI/status/2069907352564769039","tags":["animation","case_study","video_gen"],"entities":["Luma"],"gist":"Luma制作粘土动画短片《Zozo》，探索AI定格动画"},{"id":"2026-06-25-works-03","date":"2026-06-25","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"A guide","summary":"LumaLabsAI 官方推文展示创作者 @NinaSabinaAI 用 Luma 制作的 AI 短片《Dante's Inferno》，改编自但丁《神曲·地狱篇》，逐帧重建这一经典叙事。短片定位为文学改编 AI 影像作品，视觉风格偏向经典史诗氛围。","recommendation":"Luma 官号推的 AI 短片，但丁《神曲·地狱篇》改编，视觉师和编导可以拉片看 AI 如何呈现经典文学场景的镜头语言和氛围。","href":"./2026-06-25.html#item-cases-3","url":"https://x.com/LumaLabsAI/status/2069918612479987926","tags":["film","case_study","video_gen"],"entities":["Luma"],"gist":"Luma AI短片改编但丁《神曲》，重建经典叙事"},{"id":"2026-06-25-works-04","date":"2026-06-25","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"\"Everything changes — except the things we actually want to…","summary":"PixVerse 官方发起「Originals S1」系列，首支作品为 Caroline Kiessling 用 PixVerse 独立制作的视觉诗短片，官方称每帧经反复打磨至情绪到位。该片为 PixVerse 生态内的创作者扶持案例，展示单一工具链完成叙事短片的可能性。","recommendation":"PixVerse 官方扶持的视觉诗短片，视觉师和编导可以拉片看单工具链下的镜头质感和情绪控制。","href":"./2026-06-25.html#item-cases-4","url":"https://x.com/PixVerse_/status/2069782853081268283","tags":["video_gen","case_study","ideation"],"entities":["PixVerse"],"gist":"PixVerse视觉诗短片，展示单工具链叙事可能"},{"id":"2026-06-25-works-05","date":"2026-06-25","section":"cases","sectionName":"作品与案例","source":"@letz_ai","title":"THOLIN by @karim_yourself and @directorquach","summary":"LetzAI 官方账号发布 AI 短片《THOLIN》，由 @karim_yourself 和 @directorquach 联合创作，使用 LetzAI 平台制作。短片为 AI 生成影像作品，具体题材、时长和叙事细节未公开。","recommendation":"LetzAI 平台上的 AI 短片新作，视觉师和编导可以拉片看风格一致性处理，短剧团队可参考其角色视觉统一度。","href":"./2026-06-25.html#item-cases-5","url":"https://x.com/letz_ai/status/2069775031136071727","tags":["film","case_study","consistency"],"entities":["LetzAI"],"gist":"LetzAI平台AI短片《THOLIN》展示风格一致性"},{"id":"2026-06-25-works-06","date":"2026-06-25","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【2K/AI】自大的女主面对虫子魔物战败的后果是……","summary":"B 站 UP 主发布的 AI 短片，使用 Seedance 2.0 生成后经 AI 超分至 2K 分辨率，时长 2 分 36 秒。题材为魔幻战斗，涉及角色与怪物对战。","recommendation":"B 站个人创作者的 Seedance 2.0 短片，2K 画质，做 AI 短剧的可以拉片看角色一致性和超分后的画面质感。","href":"./2026-06-25.html#item-cases-6","url":"https://www.bilibili.com/video/BV1Rg7N6QEyL","tags":["short_drama","case_study","post_fx","consistency"],"entities":["Seedance 2.0"],"gist":"Seedance 2.0生成AI短片经超分至2K"},{"id":"2026-06-25-works-07","date":"2026-06-25","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"我的AI女友（4天）","summary":"B站作者「OpenAI梦基地」发布的AI短片《我的AI女友》，标题标注制作周期4天，播放量3.6万。个人创作者作品，题材为AI虚拟伴侣方向，具体视觉风格和叙事手法需查看原视频确认。","recommendation":"B站个人创作者用4天做的AI短片，题材是AI女友，播放量不错但内容本身信息有限，做短剧的可以点开看看当风格参考。","href":"./2026-06-25.html#item-cases-7","url":"https://www.bilibili.com/video/BV1TLjm6xEJT","tags":["short_drama","case_study"],"entities":[],"gist":"B站UP主4天制作AI女友短片"},{"id":"2026-06-26-industry-01","date":"2026-06-26","section":"industry","sectionName":"行业与平台","source":"Runway Blog","title":"Introducing Agent 2.0","summary":"Runway 官方博客发布 Agent 2.0，具体能力、参数、定价等细节需查看原文。作为 Runway 核心产品线的重大版本更新，预计将影响 AI 视频生成、编辑、工作流自动化等环节。","recommendation":"Runway 官宣 Agent 2.0，做 AI 短剧和视觉创意的直接点进去看具体能力，这可能是今年视频生成工具链最大的升级之一。","href":"./2026-06-26.html#item-industry-1","url":"https://runwayml.com/news/introducing-agent-2","tags":["agent","video_gen","industry"],"entities":["Runway","Agent 2.0"],"gist":"Runway发布Agent 2.0重大版本更新"},{"id":"2026-06-26-industry-02","date":"2026-06-26","section":"industry","sectionName":"行业与平台","source":"IT之家","title":"广电总局发布 AI 微短剧分类分层标准，7 月 1 日起施行","summary":"国家广电总局网络视听司发布 AI 微短剧分类分层标准，2026 年 7 月 1 日起施行。按投资额度和题材分为三层：投资 80 万元及以上或涉及政治、军事等特殊题材的，按“重点微短剧”管理；投资 30 万元（含）至 80 万元且一般题材的，按“普通微短剧”管理；不足 30 万元且一般题材的，按“其他微短剧”管理。该标准旨在应对 AI 降低制作成本带来的监管挑战，推动行业健康发展。","recommendation":"广电总局首次给 AI 微短剧划了三条线：80 万以上或特殊题材按重点剧管，30-80 万普通题材按普通剧管，30 万以下按其他剧管。做 AI 短剧的团队必须按这个框架重新算成本和报审路径，7 月 1 日就施行，没时间观望。","href":"./2026-06-26.html#item-industry-2","url":"https://www.ithome.com/0/968/689.htm","tags":["industry","short_drama"],"entities":[],"gist":"广电总局发布AI微短剧分类分层标准"},{"id":"2026-06-26-industry-03","date":"2026-06-26","section":"industry","sectionName":"行业与平台","source":"@fal","title":"Seed Audio 1","summary":"fal 平台独家上线 Seed Audio 1.0，一个模型一次推理同时生成人声、音乐和音效，支持最多三段参考音频引导声音、情绪和角色特征，能从单段文本构建完整多说话人场景。对后期和短剧团队来说，配音、配乐、音效一条龙生成，省掉多工具拼接和角色音色对齐的环节。","recommendation":"一个模型同时出人声、音乐、音效，还能参考音频控制角色情绪，做后期和短剧的可以直接上 fal 测一轮，省掉多工具拼接的麻烦。","href":"./2026-06-26.html#item-industry-3","url":"https://x.com/fal/status/2070138257891791237","tags":["audio_voice","audio_music","audio_sfx"],"entities":["Seed Audio 1.0","fal"],"gist":"Seed Audio 1.0一次生成人声音效音乐"},{"id":"2026-06-26-industry-04","date":"2026-06-26","section":"industry","sectionName":"行业与平台","source":"TechCrunch AI","title":"Adobe acquires image and video enhancement tool maker Topaz…","summary":"Adobe 宣布收购图像/视频增强工具开发商 Topaz Labs，计划将其降噪、超分辨率、去模糊等 AI 工具集成至 Adobe 全线应用（如 Premiere Pro、Photoshop、After Effects）。Topaz Labs 以 Photo AI、Video AI 等产品在影视后期和摄影圈有较高用户基础，收购后原有独立产品线未来走向尚未明确。","recommendation":"Adobe 把 Topaz Labs 的降噪、超分、去模糊工具链收进全家桶，后期和视觉师可以蹲一下集成后的工作流变化，省掉来回切软件的时间。","href":"./2026-06-26.html#item-industry-4","url":"https://techcrunch.com/2026/06/25/adobe-acquires-image-and-video-enhancement-tool-maker-topaz-labs/","tags":["post_fx","industry","cost_open"],"entities":["Topaz Labs","Adobe","Premiere Pro","Photoshop","After Effects"],"gist":"Adobe收购Topaz Labs集成降噪超分工具"},{"id":"2026-06-26-industry-05","date":"2026-06-26","section":"industry","sectionName":"行业与平台","source":"@Alibaba_Wan","title":"Wan-2","summary":"阿里 Wan-2.7 图生视频模型在 Video Arena 排行榜升至第五名，通过社区两两投票获得 1434 分。该模型专注于图像到视频生成，社区投票验证了其出片质量和用户偏好度。","recommendation":"阿里 Wan-2.7 I2V 模型在视频生成竞技榜冲到第五，图生视频能力被社区投票验证。做 AI 短剧和视觉的可以拿它跑几轮，看看出片质感和风格一致性跟第一梯队差多少。","href":"./2026-06-26.html#item-industry-5","url":"https://x.com/Alibaba_Wan/status/2069984518673727494","tags":["video_gen","image_gen","case_study"],"entities":["Wan-2.7","Video Arena"],"gist":"阿里Wan-2.7图生视频模型排名第五"},{"id":"2026-06-26-industry-06","date":"2026-06-26","section":"industry","sectionName":"行业与平台","source":"@HeyGen","title":"This week, HeyGen crossed $200M ARR, nearly doubling in…","summary":"HeyGen 官方宣布年化经常性收入（ARR）突破 2 亿美元，较 8 个月前几乎翻倍。官方强调关键数据不是收入，而是 3000 万用户选择用 AI 视频方式呈现自己。该数据侧面验证了 AI 数字人/虚拟形象在视频内容生产领域的商业化规模正在快速扩大。","recommendation":"HeyGen 8 个月 ARR 翻倍到 2 亿美元，做 AI 短剧和数字人 IP 的可以算算这个赛道天花板在哪。","href":"./2026-06-26.html#item-industry-6","url":"https://x.com/HeyGen/status/2070176164522721523","tags":["avatar","industry","short_drama"],"entities":["HeyGen"],"gist":"HeyGen年收入突破2亿美元"},{"id":"2026-06-26-industry-07","date":"2026-06-26","section":"industry","sectionName":"行业与平台","source":"@suno","title":"Making it as an independent artist isn't easy","summary":"Suno 官方宣布启动 Spark 孵化器计划，面向独立创作者提供项目资金、资助和推广支持，申请入口已开放。该计划旨在扶持新一代音乐创作者，具体资助金额和筛选标准未在推文中公开。","recommendation":"Suno 推出创作者孵化计划，提供项目资金和推广资源。做 AI 音乐/音效的后期和制片人可以关注申请入口，看能不能拿到资助。","href":"./2026-06-26.html#item-industry-7","url":"https://x.com/suno/status/2070211142568558714","tags":["audio_music","industry"],"entities":["Suno"],"gist":"Suno启动Spark孵化器扶持独立创作者"},{"id":"2026-06-26-tools-01","date":"2026-06-26","section":"tools","sectionName":"工具与能力","source":"@Google","title":"Today developers and enterprises can start using Computer…","summary":"Google 宣布 Gemini API 和 Gemini Enterprise Agent Platform 正式开放 Computer Use 能力，开发者与企业可调用模型直接操控浏览器界面（点击、输入、导航等），适用于自动化测试、数据抓取、工作流编排等场景。对 AIGC 技术整合者来说，这意味着可以将浏览器操作作为 Agent 工具链的一环，串联素材采集、批量上传、平台发布等重复性操作。","recommendation":"Google 把 Computer Use 能力开放给开发者了，做 AI Agent 工作流编排的可以直接接 API 测一周，看能不能把浏览器操作自动化塞进创作管线。","href":"./2026-06-26.html#item-tools-1","url":"https://x.com/Google/status/2070175560018370657","tags":["agent","industry"],"entities":["Gemini API"],"gist":"Google开放Computer Use能力供开发者使用"},{"id":"2026-06-26-tools-02","date":"2026-06-26","section":"tools","sectionName":"工具与能力","source":"@midjourney","title":"Two quick updates in image world","summary":"Midjourney 官方宣布两项图像更新：1）在 prompt 中添加 `--preview` 参数可提前体验 V8.2 的美学风格与个性化效果；2）大图批量草稿模式（big batch draft mode）现已支持 `--sref random` 参数，风格空间探索速度提升 24 倍。两项更新均已上线，可直接在 Discord 中使用。","recommendation":"Midjourney 给 V8.2 加了预览参数，大图批量草稿模式也支持随机风格探索了。做视觉和美术的可以直接跑一轮，看看新美学风格和批量出图效率提升。","href":"./2026-06-26.html#item-tools-2","url":"https://x.com/midjourney/status/2070223272072065228","tags":["image_gen","prompt","tutorial"],"entities":["Midjourney"],"gist":"Midjourney新增V8.2预览和批量草稿模式"},{"id":"2026-06-26-tools-03","date":"2026-06-26","section":"tools","sectionName":"工具与能力","source":"Midjourney","title":"Midjourney V8.1 草稿模式新增随机风格功能","summary":"Midjourney V8.1 草稿模式新增 `--sref random` 参数，输入后一键生成 24 张不同风格的图片。草稿模式可通过点击提示栏 ⚡ 图标或添加 `--draft` 参数开启。该功能旨在降低风格探索门槛，适合快速筛选视觉方向。","recommendation":"Midjourney 草稿模式加了个随机风格参数，一键出 24 张不同风格图。做视觉开发和美术总设的可以当灵感抽卡机用，省掉手动换 prompt 的时间。","href":"./2026-06-26.html#item-tools-3","url":"https://updates.midjourney.com/random-styles-in-draft-mode","tags":["image_gen","ideation","art_design"],"entities":["Midjourney"],"gist":"Midjourney草稿模式随机风格生成24张图"},{"id":"2026-06-26-tools-04","date":"2026-06-26","section":"tools","sectionName":"工具与能力","source":"Claude Code","title":"Claude Code v2.1.193 发布","summary":"Claude Code v2.1.193 更新：新增 autoMode.classifyAllShell 设置，所有 Bash/PowerShell 命令经自动模式分类器处理；自动模式拒绝原因加入转录和拒绝提示；新增 OpenTelemetry 日志事件（需手动开启）；Bash 模式支持实时文件路径补全；新增空闲后台 shell 命令自动内存压力回收。修复 /model UI 状态滞后、后台任务误取消等问题。","recommendation":"AI 编程 Agent 更新，做工具链整合和自动化工作流的可以直接升级跑一遍，自动内存回收和 shell 分类器对批量任务场景有用。","href":"./2026-06-26.html#item-tools-4","url":"https://github.com/anthropics/claude-code/releases/tag/v2.1.193","tags":["agent","tutorial"],"entities":["Claude Code"],"gist":"Claude Code更新提升自动化与内存管理"},{"id":"2026-06-26-tools-05","date":"2026-06-26","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"As our models improve, identifying AI-generated audio…","summary":"ElevenLabs 与 Google DeepMind 合作，将 SynthID 数字水印直接嵌入所有 AI 生成音频，水印人耳不可闻，可通过 ElevenLabs 新推出的免费检测工具识别。该工具已上线，适用于配音、短剧、播客等 AI 音频内容的来源验证。","recommendation":"ElevenLabs 给所有 AI 生成音频加 SynthID 水印，做后期和配音的可以关注检测工具怎么用，甲方要溯源时能直接甩链接。","href":"./2026-06-26.html#item-tools-5","url":"https://x.com/ElevenLabs/status/2070190716232282550","tags":["audio_voice","industry","post_fx"],"entities":["ElevenLabs","SynthID","Google DeepMind"],"gist":"ElevenLabs音频水印与检测工具发布"},{"id":"2026-06-26-tools-06","date":"2026-06-26","section":"tools","sectionName":"工具与能力","source":"@OpenAIDevs","title":"Codex 在 ChatGPT 移动 App 正式可用","summary":"OpenAI 宣布 Codex 在 ChatGPT 移动 App 正式可用（GA），新增一对一设备配对实现手机与电脑安全连接，移动端支持通知、目标、侧边聊天、文件预览及内联审阅评论功能。Codex 实际在笔记本或开发机上后台运行，手机端负责启动、审查、引导执行和批准下一步。","recommendation":"Codex 移动端正式开放，做 AI 编程和自动化工作流的可以装起来用，手机端审代码、批输出、控制后台运行，省掉来回切电脑的麻烦。","href":"./2026-06-26.html#item-tools-6","url":"https://x.com/OpenAIDevs/status/2070254532911882707","tags":["agent","tutorial"],"entities":["Codex","ChatGPT"],"gist":"Codex移动端可用支持远程控制编程"},{"id":"2026-06-26-tools-07","date":"2026-06-26","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"A better way to make virtual livestreams feel interactive","summary":"PixVerse 推出虚拟直播互动新功能：观众可实时选择角色外观，主播秒切形象，并将互动结果自动生成为短视频。官方通过转发+关注+回复活动赠送免费访问权限和 150 积分。该功能面向虚拟直播场景，降低互动内容制作门槛。","recommendation":"PixVerse 给虚拟直播加了实时换装和观众互动生成短视频的功能，做虚拟主播和短剧 IP 的可以测一下互动玩法。","href":"./2026-06-26.html#item-tools-7","url":"https://x.com/PixVerse_/status/2070046897310675145","tags":["avatar","video_gen"],"entities":["PixVerse"],"gist":"PixVerse虚拟直播互动换装功能"},{"id":"2026-06-26-methods-01","date":"2026-06-26","section":"methods","sectionName":"方法与经验","source":"OpenAI Blog","title":"How agents are transforming work","summary":"OpenAI 发布新研究论文，探讨 AI Agent 如何改变工作方式，核心论点是 Agent 能处理更长、更复杂的任务，并跨角色提升生产力。论文未公开具体模型或技术参数，属于行业趋势与能力展望。","recommendation":"OpenAI 官方研究论文，讲 AI Agent 如何让任务更复杂、更持久。做 AI 短剧和工具链整合的可以看论文里对工作流自动化的判断，直接指导选型。","href":"./2026-06-26.html#item-methods-1","url":"https://openai.com/index/how-agents-are-transforming-work","tags":["agent","industry"],"entities":["OpenAI"],"gist":"OpenAI论文探讨Agent改变工作方式"},{"id":"2026-06-26-methods-02","date":"2026-06-26","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"One animation","summary":"ComfyUI 官方演示 Seedance 2.0 工作流：用参考图在 ComfyUI 中控制同一段 Blender 动画的视觉风格，保持运动轨迹和镜头运动不变，方便对比不同风格效果。","recommendation":"ComfyUI 官方演示 Seedance 2.0 工作流：同一段 Blender 动画用参考图换不同视觉风格，运动轨迹和镜头不变。做视觉开发和后期整合的可以直接套这个流程跑风格测试。","href":"./2026-06-26.html#item-methods-2","url":"https://x.com/ComfyUI/status/2070194583343153570","tags":["video_gen","control","tutorial","animation"],"entities":["ComfyUI","Seedance 2.0","Blender"],"gist":"ComfyUI官方演示Seedance 2.0用参考图控制动画风格"},{"id":"2026-06-26-methods-03","date":"2026-06-26","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"What if your life had a countdown… and a glitch left you…","summary":"创作者 @MayorKingAI 用 OpenArt Director 以对话式 vibe 导演方式制作了一支 60 秒电影风格预告片，核心卖点是单段连续视频、无需拼接、角色和视觉风格全程一致。推文附工作流链接，适合研究 AI 叙事工具链的创作者参考。","recommendation":"用 OpenArt Director 一句话 vibe 导演出 60 秒连贯短片，角色和风格全程一致，做 AI 短剧和视觉叙事的可以拉片看工作流怎么跑通单镜头叙事。","href":"./2026-06-26.html#item-methods-3","url":"https://x.com/MayorKingAI/status/2070234676913143849","tags":["video_gen","consistency","case_study","film"],"entities":["OpenArt Director"],"gist":"OpenArt Director一句话生成60秒连贯电影预告片"},{"id":"2026-06-26-methods-04","date":"2026-06-26","section":"methods","sectionName":"方法与经验","source":"@GoogleAIStudio","title":"one of our favorite apps showcasing the power of managed…","summary":"Google AI Studio 官方推荐了一个 Agent 应用案例「AI Talk Radio」，该应用通过单个 API 调用实现从深度研究到多主播语音脚本的完整流程，展示了 Managed Agents 在自动化内容生产场景中的能力。","recommendation":"Google AI Studio 官方推的 Agent 用例，AI Talk Radio 从深度研究到多主播语音脚本一条 API 搞定。做 AI 播客/配音/自动化内容生产的可以点开看看这个 demo 怎么跑的。","href":"./2026-06-26.html#item-methods-4","url":"https://x.com/GoogleAIStudio/status/2070174367502291412","tags":["agent","audio_voice","case_study"],"entities":["Google AI Studio","AI Talk Radio"],"gist":"AI Talk Radio用Agent实现研究到多主播语音全流程"},{"id":"2026-06-26-works-01","date":"2026-06-26","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"AI首作｜拿下北大X北电短片一等奖🥹","summary":"小红书作者「小王不上班就暴富」的 AI 短片，获得北京大学与北京电影学院联合举办的短片比赛一等奖。个人创作者作品，题材和视觉风格偏学院派，可作为 AI 短片参赛和评奖的参考案例。","recommendation":"个人创作者用 AI 短片拿了北大和北电的奖，做 AI 短剧和编导的可以拉片看看评委认可的风格和叙事方向。","href":"./2026-06-26.html#item-cases-1","url":"https://www.xiaohongshu.com/explore/6a3ab1b00000000006035cfc","tags":["case_study","film","short_drama"],"entities":[],"gist":"个人AI短片获北大北电联合比赛一等奖"},{"id":"2026-06-26-works-02","date":"2026-06-26","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"原创AICG短片｜《暑假作业》✨","summary":"小红书作者「卡纸机」发布的 AI 短片《暑假作业》，个人创作者作品，题材偏校园生活，视觉风格和叙事节奏是看点。","recommendation":"小红书作者「卡纸机」的 AI 短片，标题带暑假作业题材，做 AI 短片的可以点进去拉片看叙事和视觉风格处理。","href":"./2026-06-26.html#item-cases-2","url":"https://www.xiaohongshu.com/explore/6a3252890000000011004d34","tags":["case_study","film","short_drama"],"entities":[],"gist":"小红书作者发布校园题材AI短片《暑假作业》"},{"id":"2026-06-26-works-03","date":"2026-06-26","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"我用Codex 做了一部太空电影","summary":"小红书作者「JW VISUAL LAB」用 Codex 制作的太空题材 AI 短片，个人创作者作品，题材为太空科幻。","recommendation":"小红书作者 JW VISUAL LAB 用 Codex 做的太空题材 AI 短片，做 AI 短片的可以拉片看太空场景的视觉风格和镜头调度。","href":"./2026-06-26.html#item-cases-3","url":"https://www.xiaohongshu.com/explore/6a385f19000000001102cbfa","tags":["case_study","film","video_gen"],"entities":["Codex"],"gist":"创作者用Codex制作太空题材AI短片"},{"id":"2026-06-27-industry-01","date":"2026-06-27","section":"industry","sectionName":"行业与平台","source":"OpenAI Blog","title":"Previewing GPT-5.6 Sol: a next-generation model","summary":"OpenAI 官方博客发布 GPT-5.6 Sol 预览，定位下一代模型，重点提升编程、科学推理和网络安全能力，并搭载其最先进的安全栈。具体参数、API 价格和上线时间尚未公布。","recommendation":"OpenAI 下一代模型预览，编程、科学推理和安全能力都升了一档，做 AI 工具链整合和 Agent 开发的可以直接看技术细节评估接入成本。","href":"./2026-06-27.html#item-industry-1","url":"https://openai.com/index/previewing-gpt-5-6-sol","tags":["agent","industry"],"entities":["GPT-5.6 Sol"],"gist":"OpenAI 发布 GPT-5.6 Sol 预览，提升编程与安全能力"},{"id":"2026-06-27-industry-02","date":"2026-06-27","section":"industry","sectionName":"行业与平台","source":"@fal","title":"We just open-sourced 3DREAL","summary":"fal 开源 3DREAL，一个基于 LTX-2.3 的 render-to-real IC-LoRA，能将 3D/CG/游戏渲染画面转为写实电影级视频，保留原始构图和运镜，以首帧为锚点。","recommendation":"3D/CG 渲染直接转写实电影级视频，保持构图和运镜，做视觉开发和后期的可以第一时间跑工作流测效果。","href":"./2026-06-27.html#item-industry-2","url":"https://x.com/fal/status/2070523006770630813","tags":["video_gen","three_d","control"],"entities":["3DREAL","LTX-2.3"],"gist":"fal 开源 3DREAL，将 3D 渲染转写实视频"},{"id":"2026-06-27-industry-03","date":"2026-06-27","section":"industry","sectionName":"行业与平台","source":"@comfyui","title":"June Launches + Live Q&A","summary":"ComfyUI 官方宣布 June Launches 活动，CEO 和产品负责人将直播发布 ComfyUI Desktop、Core Engine 改进以及 MCP 集成。桌面版意味着脱离浏览器运行，核心引擎改进影响所有工作流性能，MCP 集成则指向更灵活的模型与工具链编排。","recommendation":"ComfyUI 官方直播发布桌面版和核心引擎升级，做 AI 工作流整合的可以直接蹲直播看 MCP 集成怎么用。","href":"./2026-06-27.html#item-industry-3","url":"https://x.com/ComfyUI/status/2070611219296473225","tags":["agent","tutorial","cost_open"],"entities":["ComfyUI"],"gist":"ComfyUI 发布桌面版、核心引擎改进与 MCP 集成"},{"id":"2026-06-27-industry-04","date":"2026-06-27","section":"industry","sectionName":"行业与平台","source":"@Buzzy_now_AI","title":"大多数人没有意识到 Seedance 2.5 是视频模型的神话时刻 超过 30 秒的生成时长 原生 4K 分辨率…","summary":"Buzzy 官方账号发文称 Seedance 2.5 视频模型支持超 30 秒生成时长、原生 4K 分辨率，并实现前所未有的提示词遵循度。该模型将结合 Buzzy 的代理画布（agentic canvas）使用。目前为官方宣传口径，具体出片效果和可用性需等待实际测试。","recommendation":"Seedance 2.5 参数很猛：超 30 秒生成、原生 4K、提示词遵循度提升。做 AI 短剧和视觉的可以蹲一下实际出片效果，看废片率和一致性有没有质变。","href":"./2026-06-27.html#item-industry-4","url":"https://x.com/Buzzy_now_AI/status/2070507285621969188","tags":["video_gen","short_drama","prompt"],"entities":["Seedance 2.5","Buzzy"],"gist":"Seedance 2.5 支持超 30 秒生成与原生 4K"},{"id":"2026-06-27-industry-05","date":"2026-06-27","section":"industry","sectionName":"行业与平台","source":"@pika_labs","title":"1000+ hackers","summary":"Pika 官方公布 CalHacks 黑客松中基于 Pika MCP 的 5 个获奖项目。亮点项目 Lumen 支持后期一键将产品照片无缝植入视频画面，由 Raghav Ojha 团队开发。其他项目未在摘要中详述。","recommendation":"Pika MCP 黑客松出的 5 个项目，最实用的是 Lumen——后期一键植入产品图，做广告和短剧植入的可以直接抄这个思路。","href":"./2026-06-27.html#item-industry-5","url":"https://x.com/pika_labs/status/2070604825730089433","tags":["commercial","post_fx","case_study"],"entities":["Pika","Lumen"],"gist":"Pika 黑客松获奖项目 Lumen 实现产品图植入视频"},{"id":"2026-06-27-industry-06","date":"2026-06-27","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Congratulations to the winners of Runway's 2026 AI Festival","summary":"Runway 公布 2026 AI Festival 获奖名单，包含最佳影片、最佳动画等多项奖项，评审团包括导演 Ron Howard、编剧 Roger Avary 等好莱坞从业者。获奖作品代表了当前 AI 视频生成在叙事和视觉上的前沿水平。","recommendation":"Runway AI 电影节获奖名单出炉，Ron Howard 等一线电影人参与评审，做 AI 短剧和长片的可以点进去拉片看获奖作品的叙事和视觉水准。","href":"./2026-06-27.html#item-industry-6","url":"https://x.com/runwayml/status/2070591928953925793","tags":["film","animation","case_study"],"entities":["Runway"],"gist":"Runway 2026 AI 电影节获奖名单公布"},{"id":"2026-06-27-tools-01","date":"2026-06-27","section":"tools","sectionName":"工具与能力","source":"@LeonardoAi","title":"Happy Horse 1","summary":"Leonardo 发布 Happy Horse 1.1 版本更新，核心改进包括：角色动作更流畅、表情更丰富；音频方面口型同步更精准，内置 Foley 和环境音效果提升；新增参考图驱动场景功能，可保持角色视觉一致性。该模型面向 AI 动画和短剧制作场景。","recommendation":"Leonardo 的 Happy Horse 动画模型升到 1.1，动作更顺、口型更准、还能用参考图保持角色一致。做短剧和角色动画的可以直接上手跑一轮，看废片率降了多少。","href":"./2026-06-27.html#item-tools-1","url":"https://x.com/LeonardoAi/status/2070468452708413901","tags":["animation","lipsync","consistency","audio_sfx","short_drama"],"entities":["Leonardo","Happy Horse"],"gist":"Happy Horse 1.1 提升动作口型与一致性"},{"id":"2026-06-27-tools-02","date":"2026-06-27","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"Seedance 2","summary":"PixVerse 官方宣布 Seedance 2.0 现已支持原生 4K 分辨率输出，重点优化了快速运动场景下的细节保持能力（如龙掠过海面时鳞片与水花的清晰度）。该功能已在 PixVerse 平台上线，可直接使用。","recommendation":"PixVerse 把 Seedance 2.0 的 4K 原生输出落地了，做 AI 短剧和视觉的可以点开 demo 看快速运动下的细节保持力，尤其是鳞片和水花。","href":"./2026-06-27.html#item-tools-2","url":"https://x.com/PixVerse_/status/2070311149493698658","tags":["video_gen","short_drama"],"entities":["PixVerse","Seedance"],"gist":"Seedance 2.0 支持原生 4K 输出"},{"id":"2026-06-27-tools-03","date":"2026-06-27","section":"tools","sectionName":"工具与能力","source":"@adamhfry","title":"本周 ChatGPT 新功能发布 - 6 月 26 日： 1/ 新语音转录模型 –…","summary":"OpenAI 本周更新：1）新语音转录模型，对日语、韩语、中文、乌尔都语、越南语的口音和语言识别更准确；2）网页版“作曲家”功能焕新，新增 Plus (+) 菜单，支持输入 @ 快速连接 Gmail 等服务、添加图片或搜索网络；3）新 5.5 instant 模型，整体更智能；4）移动端侧边栏简化，图标和排版刷新，打开时不再完全覆盖对话。","recommendation":"语音转录模型对中、日、韩语更准了，做 AI 配音和字幕的可以直接接 API 测一周。网页版作曲家新增 @ 快捷连接 Gmail 和搜索，写剧本查资料能少切几个窗口。","href":"./2026-06-27.html#item-tools-3","url":"https://x.com/adamhfry/status/2070574374667854045","tags":["subtitle","agent","script"],"entities":["ChatGPT","OpenAI"],"gist":"ChatGPT 更新语音转录与作曲家功能"},{"id":"2026-06-27-tools-04","date":"2026-06-27","section":"tools","sectionName":"工具与能力","source":"@GoogleAIStudio","title":"describing an aesthetic in a prompt can be tough, so we…","summary":"Google AI Studio 推出 Design Variations 功能，用户只需一键即可为 UI 布局生成、探索和应用多种美观变体，无需手动描述美学风格。该功能已上线 AI Studio，旨在降低界面设计的 prompt 门槛，提升视觉探索效率。","recommendation":"Google AI Studio 加了个一键生成 UI 布局变体的按钮，做 AI 应用界面和视觉设计的可以直接上手试，省掉反复调 prompt 的功夫。","href":"./2026-06-27.html#item-tools-4","url":"https://x.com/GoogleAIStudio/status/2070608601652044045","tags":["image_gen","prompt","art_design"],"entities":["Google AI Studio"],"gist":"AI Studio 一键生成 UI 设计变体"},{"id":"2026-06-27-tools-05","date":"2026-06-27","section":"tools","sectionName":"工具与能力","source":"@FlowbyGoogle","title":"看看我们最新功能的一些示例：使用 Google Flow Agent 进行地图街景图像 grounding…","summary":"Google Flow Agent 新增地图街景图像 grounding 功能，可将街景实景图像作为 Agent 的上下文数据源，用于位置验证、场景理解等任务。官方展示了几个示例 demo，但未公开具体 API 接入方式或工作流细节。","recommendation":"Google Flow Agent 新功能，把地图街景图像直接当 Agent 的 grounding 数据源。做 AI 工作流编排和地理信息相关项目的可以点开看 demo 怎么用。","href":"./2026-06-27.html#item-tools-5","url":"https://x.com/FlowbyGoogle/status/2070620702986690593","tags":["agent","three_d"],"entities":["Google Flow Agent"],"gist":"Flow Agent 支持街景图像 grounding"},{"id":"2026-06-27-methods-01","date":"2026-06-27","section":"methods","sectionName":"方法与经验","source":"@genel_ai","title":"字节跳动的语音生成AI 「Seed Audio 1.0」 使用感受是这样的！ ・比Seedance2…","summary":"字节跳动 Seed Audio 1.0 语音生成 AI 实测分享。日语输出比 Seedance 2.0 更稳定，能根据台词微妙调整情感表达；支持最多 30 秒音频参考，参考精度高；但语音和图像不能同时参考，高音时易有机械感。已在 fal 平台独家上线，支持一次生成语音、音乐和音效，可接受最多 3 段参考音频引导角色和情感。","recommendation":"做 AI 配音和短剧后期的可以看，Seed Audio 1.0 日语输出比 Seedance 2.0 稳，情感跟随台词，ElevenLabs 之外多一个选择。","href":"./2026-06-27.html#item-methods-1","url":"https://x.com/genel_ai/status/2070438167019409582","tags":["audio_voice","audio_music","audio_sfx"],"entities":["Seed Audio","Seedance","fal","ElevenLabs"],"gist":"Seed Audio 1.0 语音生成实测分享"},{"id":"2026-06-27-methods-02","date":"2026-06-27","section":"methods","sectionName":"方法与经验","source":"@Khazix0918","title":"想玩Loop Engineering，可以先从这6个Hook玩法开始…","summary":"数字生命卡兹克发布长文，拆解Loop Engineering的6种Hook玩法，包括节奏型、情绪型、悬念型等，给出具体设计思路和案例。适合AI短剧、MV、广告等需要强节奏感的叙事场景。","recommendation":"卡兹克拆了6个Loop Engineering的Hook玩法，做AI短剧和编导的可以直接套用，省去自己试错的时间。","href":"./2026-06-27.html#item-methods-2","url":"https://x.com/Khazix0918/status/2070403772703285575","tags":["ideation","short_drama","mv","commercial"],"entities":[],"gist":"拆解Loop Engineering六种Hook玩法用于叙事"},{"id":"2026-06-27-methods-03","date":"2026-06-27","section":"methods","sectionName":"方法与经验","source":"@Easycompany333","title":"Anthropic 工程师用半小时完整讲述如何建立一个完整的自我提高优化的Loop流程…","summary":"Anthropic 工程师用半小时视频完整讲解如何建立 AI 自我优化 Loop 流程，并附实际案例验证效果。核心思路是减少冗余提示词和反复对话，让 AI 在循环中自动迭代优化输出。适合需要批量生产内容或搭建自动化工作流的团队参考。","recommendation":"Anthropic 工程师半小时讲透 AI 自我优化 Loop，有实际案例验证。做 AI 短剧批量生产和技术整合的可以直接套用这个工作流，省掉反复调 prompt 的笨办法。","href":"./2026-06-27.html#item-methods-3","url":"https://x.com/Easycompany333/status/2070488245616427145","tags":["agent","tutorial","short_drama"],"entities":["Anthropic"],"gist":"Anthropic工程师讲解AI自我优化Loop流程"},{"id":"2026-06-27-methods-04","date":"2026-06-27","section":"methods","sectionName":"方法与经验","source":"@comfyui","title":"Simple Blender animation → Seedance 2","summary":"ComfyUI 官方发布工作流：用 Blender 制作基础 3D 运动作为引导，再通过 Seedance 2.0 结合参考图像应用风格化外观与细节，生成 AI 视频。工作流链接已附，适合需要将 3D 动画快速转为特定视觉风格的创作者。","recommendation":"Blender 基础动画 + Seedance 2.0 出风格化 AI 视频，做视觉和后期的工作流可以直接套用，省掉手动逐帧调风格的时间。","href":"./2026-06-27.html#item-methods-4","url":"https://x.com/ComfyUI/status/2070522636254560689","tags":["three_d","video_gen","tutorial"],"entities":["Blender","Seedance 2.0","ComfyUI"],"gist":"Blender动画结合Seedance生成风格化视频"},{"id":"2026-06-27-methods-05","date":"2026-06-27","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"This isn't a bunch of AI clips stitched together","summary":"创作者 @CharaspowerAI 展示用 OpenArt Director 通过对话式「氛围导演」工作流，生成一段 1 分钟连续电影级镜头序列，而非多段 AI 片段拼接。推文含付费合作标签，具体工作流细节需查看链接原文。","recommendation":"OpenArt Director 的对话式导演工作流，从聊想法到出 1 分钟连续镜头不用切工具。做 AI 短剧和长片的编导可以点进去看具体怎么聊出来的。","href":"./2026-06-27.html#item-methods-5","url":"https://x.com/CharaspowerAI/status/2070567952915759168","tags":["video_gen","agent","film"],"entities":["OpenArt Director"],"gist":"OpenArt Director对话式生成连续电影镜头"},{"id":"2026-06-27-methods-06","date":"2026-06-27","section":"methods","sectionName":"方法与经验","source":"@EHuanglu","title":"crazy","summary":"OpenArt 推出「vibe directing」功能，用户可通过与 AI Agent 对话式交互直接指挥影片生成，无需手动逐段生成单镜头。该教程链接展示了从聊天到成片的工作流，面向 AI 影视创作者，降低单镜头手动操作门槛。","recommendation":"OpenArt 出了个 vibe directing 玩法，跟 Agent 聊天就能指挥出片，不用手动一段段生成。做短剧和编导的可以点开教程跑一遍，看工作流顺不顺。","href":"./2026-06-27.html#item-methods-6","url":"https://x.com/EHuanglu/status/2070531797277163559","tags":["agent","video_gen","tutorial"],"entities":["OpenArt"],"gist":"OpenArt vibe directing对话指挥影片生成"},{"id":"2026-06-27-methods-07","date":"2026-06-27","section":"methods","sectionName":"方法与经验","source":"@fal","title":"New fal workflow, make your own custom holographic player…","summary":"fal 官方发布新工作流，可生成自定义全息角色卡。内置主体分析器，先分析输入素材的实景比例数据，再据此自动适配卡片管线参数，无需手动调比例。适合批量生成角色展示卡、KV 物料等视觉资产。","recommendation":"做视觉物料和角色卡的可以直接套这个工作流，内置主体分析器自动适配比例，省掉手动调参的功夫。","href":"./2026-06-27.html#item-methods-7","url":"https://x.com/fal/status/2070314552080703832","tags":["image_gen","tutorial","art_design"],"entities":["fal"],"gist":"fal工作流生成自定义全息角色卡"},{"id":"2026-06-27-methods-08","date":"2026-06-27","section":"methods","sectionName":"方法与经验","source":"@xilo2991","title":"有了Codex 以后，每天的剪辑工作流程： 1. 斜杠调用Skill 2.艾特参考文件夹 3.刷会抖音等几分钟 4…","summary":"个人创作者 xilo 分享用 Codex 做剪辑的工作流：斜杠调用 Skill、艾特参考文件夹，几分钟自动出片。附有一篇 5 分钟入门文章，介绍 Codex 的任务执行能力。","recommendation":"后期和制片人看一眼：Codex 把剪辑变成斜杠调用+等几分钟，省掉手动操作。想提效的可以点开那篇 5 分钟入门文章看看具体怎么搭。","href":"./2026-06-27.html#item-methods-8","url":"https://x.com/xilo2991/status/2070433181652971568","tags":["editing","agent","tutorial"],"entities":["Codex"],"gist":"用Codex斜杠调用Skill自动完成剪辑工作流"},{"id":"2026-06-27-methods-09","date":"2026-06-27","section":"methods","sectionName":"方法与经验","source":"@GYLQ520","title":"兄弟们，AI视频这波真的卷到没边了！ 刚刷到一个叫 Seedance2-skill 的神器，专门投喂给字节…","summary":"GitHub 用户 dexhunter 发布 Seedance2-skill 项目，将电影级镜头语言、分镜结构、运镜设计、素材引用等打包成可直接复制粘贴的技能包，专供字节 Seedance 2.0 和即梦使用。项目旨在降低 AI 视频创作的镜头设计门槛，让非专业用户也能快速产出有电影感的短片。","recommendation":"一个把电影级镜头语言、分镜结构打包成技能包的 GitHub 项目，专供 Seedance 2.0 和即梦用。做 AI 短剧和视觉的可以直接去 repo 里扒 prompt 模板，省掉自己磨镜头描述的时间。","href":"./2026-06-27.html#item-methods-9","url":"https://x.com/GYLQ520/status/2070363991835345183","tags":["prompt","storyboard","camera","video_gen"],"entities":["Seedance2-skill","Seedance 2.0","即梦"],"gist":"Seedance2-skill打包电影级镜头语言和分镜技能包"},{"id":"2026-06-27-methods-10","date":"2026-06-27","section":"methods","sectionName":"方法与经验","source":"@impaulxyz","title":"这看起来像是一部真实电影的场景 “冰冻时间”在爆炸中残酷定格，镜头环绕着混乱，史诗般的重启。Seedance 2…","summary":"个人创作者 @impaulxyz 用 Seedance 2.0 制作「冰冻时间」爆炸镜头 demo，展示 4K 原生画质下的运动流畅度和物理细节，并公开了完整提示词。","recommendation":"个人创作者用 Seedance 2.0 做的「冰冻时间」爆炸镜头 demo，附了完整提示词。视觉师和编导可以拉片看 4K 原生画质下的运动流畅度和物理细节，顺手抄走 prompt 自己试。","href":"./2026-06-27.html#item-methods-10","url":"https://x.com/impaulxyz/status/2070533484993478857","tags":["video_gen","prompt","post_fx"],"entities":["Seedance 2.0"],"gist":"Seedance 2.0生成冰冻时间爆炸镜头并公开提示词"},{"id":"2026-06-27-works-01","date":"2026-06-27","section":"cases","sectionName":"作品与案例","source":"@invideoOfficial","title":"我制作了一个真人系列剧——《Penumbra》——在 invideo 的 Agent One…","summary":"Invideo 官方发布真人系列剧《Penumbra》案例，全程在 Agent One 平台上完成。创作者从两个角色的模糊概念起步，无剧本、无预制作计划，一幕一幕构建剧集，过程中临时拉取参考资料并与 AI 代理进行头脑风暴，最终约 20-25 个代理并行协作完成整部剧集。","recommendation":"Invideo 官方演示 Agent One 的极限玩法：无剧本、无预制作，20-25 个 AI 代理并行协作完成真人剧集。做 AI 短剧和编导的可以拉片看这套工作流怎么替代传统剧组分工。","href":"./2026-06-27.html#item-cases-1","url":"https://x.com/invideoOfficial/status/2070490701327138865","tags":["agent","short_drama","case_study"],"entities":["Invideo","Agent One"],"gist":"Invideo Agent One多代理协作无剧本生成真人剧集"},{"id":"2026-06-27-works-02","date":"2026-06-27","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"RT @PixVerse_: \"Everything changes — except the things we…","summary":"PixVerse 官方发布原创系列《PixVerse Originals S1》第一支短片《Change》，由导演 Caroline Kiessling 使用 PixVerse 模型制作。短片围绕「万物皆变，唯我们所愿不变」的主题展开，是模型厂商用自家工具完成叙事成品的案例，展示了角色一致性和镜头语言在 AI 短片中的处理方式。","recommendation":"PixVerse 官方原创系列第一集，导演 Caroline Kiessling 用自家模型做叙事短片，做 AI 短剧和视觉的可以拉片看角色一致性和镜头调度怎么落地。","href":"./2026-06-27.html#item-cases-2","url":"https://x.com/PixVerse_/status/2070324120709898403","tags":["case_study","consistency","camera","short_drama"],"entities":["PixVerse"],"gist":"PixVerse官方短片展示角色一致性和镜头调度"},{"id":"2026-06-27-works-03","date":"2026-06-27","section":"cases","sectionName":"作品与案例","source":"@Diesol","title":"是时候重返沼泽了。 这是《黑水》。一个我正在探索的南方哥特式故事…","summary":"创作者 Dave Clark 发布 AI 短片《黑水》，南方哥特题材，使用 Runway 内的 Seedance 4K 生成。个人创作者探索时代剧（Period Pieces）在 AI 工具下的可行性。","recommendation":"个人创作者用 Runway 内 Seedance 4K 做的南方哥特短片，视觉师和编导可以拉片看时代剧的 AI 质感处理。","href":"./2026-06-27.html#item-cases-3","url":"https://x.com/Diesol/status/2070541258041557433","tags":["case_study","video_gen","film"],"entities":["Runway","Seedance 4K"],"gist":"用Runway内Seedance 4K制作南方哥特短片"},{"id":"2026-06-27-works-04","date":"2026-06-27","section":"cases","sectionName":"作品与案例","source":"@AzeAlter","title":"Red Rainbow - “漂亮让你完美” S1E1 || 由 @invideoOfficial Agent One…","summary":"创作者 Aze Alter 使用 Invideo Agent One 全流程制作 AI 剧集《Red Rainbow》第一集，讲述 Rosie Blue 被神秘男人跟踪的故事。该剧集由 PhantomX.ai 提供原始素材，完整系列及世界观设定已发布在 YouTube。","recommendation":"用 Invideo Agent One 全流程制作的 AI 剧集第一集，做 AI 短剧的可以拉片看叙事节奏和角色一致性处理，尤其是单工具链出成片的可行性。","href":"./2026-06-27.html#item-cases-4","url":"https://x.com/AzeAlter/status/2070372837630869677","tags":["short_drama","case_study","agent","consistency"],"entities":["Invideo Agent One","PhantomX.ai"],"gist":"AI剧集《Red Rainbow》全流程制作案例"},{"id":"2026-06-27-works-05","date":"2026-06-27","section":"cases","sectionName":"作品与案例","source":"@starks_arq","title":"如果这是AI在AGI到来之前能做到的事情，那么之后会发生什么？ 一部使用 @HappyHorseATH 1…","summary":"创作者 Amir D 使用 HappyHorse 1.1 新模型制作了一部 AI 短片，作为付费合作内容发布。短片展示了该模型在 AI 叙事影像上的生成能力，具体视觉风格和叙事手法需查看原视频。","recommendation":"HappyHorse 1.1 新模型出片，做 AI 短片的可以拉片看视觉质感和叙事节奏，对比前代模型看看风格一致性有没有提升。","href":"./2026-06-27.html#item-cases-5","url":"https://x.com/starks_arq/status/2070511823716016479","tags":["film","case_study","video_gen"],"entities":["HappyHorse 1.1"],"gist":"HappyHorse 1.1新模型制作AI短片"},{"id":"2026-06-27-works-06","date":"2026-06-27","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"RT @DreamLabLA: LACRIMOSA","summary":"LumaLabsAI 转发艺术家 Bryan Soegondo 的 AI 短片《LACRIMOSA》第一集，设定在黑暗地下世界，风格偏暗黑叙事，角色和场景一致性是看点。","recommendation":"AI 暗黑风格短片第一集，视觉师和编导可以拉片看角色一致性和氛围营造，短剧团队参考叙事节奏。","href":"./2026-06-27.html#item-cases-6","url":"https://x.com/LumaLabsAI/status/2070648167708672267","tags":["film","case_study","consistency"],"entities":["LumaLabsAI"],"gist":"AI暗黑风格短片《LACRIMOSA》第一集"},{"id":"2026-06-27-works-07","date":"2026-06-27","section":"cases","sectionName":"作品与案例","source":"@lovart_ai","title":"RT @mad_mask: A 70s desert road","summary":"创作者 @mad_mask 用 Seedance 2.0 制作 AI 短片，70 年代沙漠公路题材，单角色叙事，视觉风格偏复古胶片调色与超现实氛围。","recommendation":"Seedance 2.0 做的 70 年代沙漠公路短片，视觉师和编导可以拉片看风格化调色和镜头氛围，短剧团队参考单场景叙事节奏。","href":"./2026-06-27.html#item-cases-7","url":"https://x.com/lovart_ai/status/2070354790438281330","tags":["film","case_study","color","video_gen"],"entities":["Seedance 2.0"],"gist":"Seedance 2.0制作70年代沙漠公路短片"},{"id":"2026-06-28-tools-01","date":"2026-06-28","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Localize ads is now available as a Recipe via the Runway API","summary":"Runway 通过 API 推出「Localize ads」Recipe，支持单次 API 调用将静态广告和图形素材翻译为多语言版本，适用于跨市场广告投放和本地化物料批量生产场景。","recommendation":"Runway API 新增广告本地化 Recipe，一次 API 调用翻译静态广告和图形素材。做批量广告投放和跨市场物料适配的团队可以直接接 API 跑起来，省掉人工重做多语言版本的时间。","href":"./2026-06-28.html#item-tools-1","url":"https://x.com/runwayml/status/2070855164584726791","tags":["commercial","agent","cost_open"],"entities":["Runway"],"gist":"Runway API推出广告本地化Recipe"},{"id":"2026-06-28-methods-01","date":"2026-06-28","section":"methods","sectionName":"方法与经验","source":"@umesh_ai","title":"This video shows how consistent characters can be built for…","summary":"该视频演示了使用 Adobe Firefly 工具构建生成式叙事中角色一致性的工作流：从定义角色面部、服装和视觉风格开始，然后将角色放置在不同场景中，同时保持可识别的身份。视频附有 Firefly 链接。","recommendation":"Adobe Firefly 角色一致性工作流拆解，从定脸到跨场景保持身份统一，做 AI 短剧和视觉开发的可以直接套用这套流程跑一遍。","href":"./2026-06-28.html#item-methods-1","url":"https://x.com/umesh_ai/status/2070870717697319368","tags":["consistency","tutorial","image_gen"],"entities":["Adobe Firefly"],"gist":"Firefly角色一致性工作流演示"},{"id":"2026-06-28-methods-02","date":"2026-06-28","section":"methods","sectionName":"方法与经验","source":"@xiaohu","title":"小互开源个人IP配图技能\"小互IP Studio\"，含31个原创角色","summary":"博主小互开源个人 IP 配图 Agent「小互 IP Studio」，包含 31 个原创角色（15 个手绘线稿 + 16 个谐音梗 meme 形象）及配图方法论。Agent 可自动读取文章、规划配图类型（情绪图/示意图/四格漫画）、生成并自查返工。默认画风为手绘线稿淡彩，另备 3D 盲盒、黑白线稿等 5 种皮肤可切换。安装需 Python3，支持 Claude Code、Codex，需自备 OpenAI 兼容图像 API key（默认 GPT-image-2）；也可只输出提示词手动生图。","recommendation":"开源 IP 配图 Agent，31 个原创角色 + 5 种画风皮肤，做视觉 IP 和自媒体的可以直接 fork 下来跑一遍，省掉每次配图从头想风格的时间。","href":"./2026-06-28.html#item-methods-2","url":"https://x.com/xiaohu/status/2070317717811540149","tags":["agent","image_gen","art_design","prompt","cost_open"],"entities":["小互IP Studio","Claude Code","Codex","GPT-image-2"],"gist":"开源IP配图Agent含31个角色和5种画风"},{"id":"2026-06-28-methods-03","date":"2026-06-28","section":"methods","sectionName":"方法与经验","source":"@AYi_AInotes","title":"Leaf 开源项目：将网红峰哥做成实时通话 AI 分身","summary":"开发者 Leaf 开源项目，将网红峰哥做成实时通话 AI 分身，集成实时对话、音色克隆和人格注入，工程延迟压到 1 秒内。技术拆解：语音识别用 Cartesia ink-whisper 降噪防误触发；大模型选 MiniMax 高速版，首字响应 361ms；语音合成用 VoxCPM 开源克隆，15 秒素材即可复刻。整体从最初 8-20 秒优化至体感 2-3 秒。人格通过女娲 Skill 从直播语料蒸馏出口头禅和思维逻辑。普通人半小时可跑通：克隆项目后，用 Claude Code 或 Cursor 配置，填两个 API Key 即可使用。","recommendation":"开源项目，从语音识别到人格注入全链路拆解，延迟压到 1 秒内。做 AI 短剧角色、虚拟主播或互动叙事的可以直接跑一遍，半小时能跑通。","href":"./2026-06-28.html#item-methods-3","url":"https://x.com/AYi_AInotes/status/2070531964067623381","tags":["avatar","audio_voice","agent","tutorial","cost_open"],"entities":["Leaf","Cartesia ink-whisper","MiniMax","VoxCPM","Claude Code"],"gist":"开源项目将网红做成实时通话AI分身"},{"id":"2026-06-28-works-01","date":"2026-06-28","section":"cases","sectionName":"作品与案例","source":"@lovart_ai","title":"RT @MonetizationDon: 🚨 Just created a modern-day Pirates of…","summary":"创作者 MonetizationDon 在 Lovart AI 平台内，使用 Seedance 2.0 Mini 和 GPT Image 2 制作了一部现代版《加勒比海盗》AI 短片。该作品展示了跨模型协作（图像生成+视频生成）在单一平台内完成创作的可能性，视觉风格融合了经典海盗题材与现代元素。","recommendation":"个人创作者用 Seedance 2.0 Mini + GPT Image 2 在 Lovart AI 里做的《加勒比海盗》现代版短片，视觉师和短剧团队可以拉片看风格融合和角色一致性处理。","href":"./2026-06-28.html#item-cases-1","url":"https://x.com/lovart_ai/status/2070387812005027860","tags":["video_gen","image_gen","case_study","film"],"entities":["Seedance 2.0 Mini","GPT Image 2","Lovart AI"],"gist":"用Seedance和GPT Image制作现代海盗短片"},{"id":"2026-06-28-works-02","date":"2026-06-28","section":"cases","sectionName":"作品与案例","source":"@lovart_ai","title":"RT @os_orabi: The Lost Kingdom in the Sky","summary":"Lovart AI 官方账号发布 AI 短片《The Lost Kingdom in the Sky》，使用 Seedance 2.0 生成，题材为天空失落王国，视觉风格偏奇幻史诗。","recommendation":"Seedance 2.0 出片质感的一次 demo，视觉师和 AI 短剧团队可以点开看看风格和角色一致性处理。","href":"./2026-06-28.html#item-cases-2","url":"https://x.com/lovart_ai/status/2070392272487850047","tags":["video_gen","case_study","film"],"entities":["Seedance 2.0","Lovart AI"],"gist":"Seedance生成奇幻史诗风格天空王国短片"},{"id":"2026-06-28-works-03","date":"2026-06-28","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"毒雨灭世：我有系统无限囤积物资第十五集【AI全民制作人】","summary":"B站 UP 主「小新JOJO」的 AI 短剧系列《毒雨灭世：我有系统无限囤积物资》第十五集，末日囤积题材，系列化叙事，角色形象为原创。","recommendation":"AI 短剧系列第十五集，做短剧的可以拉片看系列化叙事和角色一致性保持，尤其是末日囤积题材的节奏控制。","href":"./2026-06-28.html#item-cases-3","url":"https://www.bilibili.com/video/BV1cY7Y6rEJN","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧系列第十五集展示末日囤积题材"},{"id":"2026-06-28-works-04","date":"2026-06-28","section":"cases","sectionName":"作品与案例","source":"@aronhouyu","title":"帅爆了！ 终于有人把我脑海中的ai视频做出来了 22 4 116 4.1万","summary":"小红书作者「Aron厚玉」发布的 AI 视频作品，标题为「帅爆了！终于有人把我脑海中的ai视频做出来了」，点赞 4.1 万，属于个人创作者展示作品，无公开工作流或工具链信息。","recommendation":"个人创作者作品，视觉风格和题材可当灵感参考，但无工作流细节，适合刷到随手看。","href":"./2026-06-28.html#item-cases-4","url":"https://x.com/aronhouyu/status/2070801587107467381","tags":["case_study","video_gen"],"entities":[],"gist":"个人创作者AI视频作品展示无工作流细节"},{"id":"2026-06-29-tools-01","date":"2026-06-29","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"Cinematic VFX on PixVerse","summary":"PixVerse 官方宣布推出电影级视觉特效（Cinematic VFX）功能，具体能力细节和效果演示需查看链接原文。","recommendation":"PixVerse 官方推文，视觉和后期可以直接点开链接看具体效果，判断能不能塞进自己的镜头工作流。","href":"./2026-06-29.html#item-tools-1","url":"https://x.com/PixVerse_/status/2071232243029413960","tags":["post_fx","video_gen"],"entities":["PixVerse"],"gist":"PixVerse推出电影级视觉特效功能"},{"id":"2026-06-29-methods-01","date":"2026-06-29","section":"methods","sectionName":"方法与经验","source":"新片场 AIGC 分类","title":"AI运镜词典：32个镜头全演示+核心提示词","summary":"新片场编辑精选的 AI 运镜教程视频，时长 2 分 41 秒，完整演示 32 种 AI 视频运镜（推拉摇移跟、升降、环绕、航拍、手持、斯坦尼康、变焦、微距等），每个镜头附带核心提示词模板。适合 AI 编导、视觉师和短剧团队作为镜头语言参考库，直接套用或改编 prompt 到自己的 AI 视频工作流中。","recommendation":"32 个 AI 运镜的提示词模板和演示全打包，做 AI 短剧和视觉的可以直接当镜头词典用，省去自己试 prompt 的时间。","href":"./2026-06-29.html#item-methods-1","url":"https://www.xinpianchang.com/a13724439","tags":["camera","prompt","tutorial"],"entities":[],"gist":"32种AI运镜演示及提示词模板"},{"id":"2026-06-29-methods-02","date":"2026-06-29","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"RT @weberwongwong: FLORA workflow that extracts a segment…","summary":"FLORA 发布自动化剪辑工作流，可从多段输入视频中自动提取片段，拼接成电影感快节奏高清短片。该工作流面向批量出片场景，适合短剧、短视频、预告片等需要快速从大量素材中生成成片的制作流程。","recommendation":"FLORA 的自动化剪辑工作流，能从多段素材里自动抽片段拼成快节奏高清短片。做短剧和后期批量出片的可以直接套用，省掉手动粗剪的功夫。","href":"./2026-06-29.html#item-methods-2","url":"https://x.com/floraai/status/2071351783574720851","tags":["editing","agent","short_drama"],"entities":["FLORA"],"gist":"FLORA自动化剪辑工作流批量出片"},{"id":"2026-06-29-methods-03","date":"2026-06-29","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"On a dead world, a lone robot seeks to protect the last…","summary":"个人创作者 @MayorKingAI 分享用 GPT Image 2 做角色设计、Seedance 2.0 4K 做动画的工作流，展示荒废星球上机器人守护最后生命体的短片片段，prompt 附在链接中。","recommendation":"Seedance 2.0 4K 出片细节确实能打，视觉师可以点开看 GPT Image 2 做角色设计 + Seedance 2.0 动画的搭配效果，prompt 在链接里可抄。","href":"./2026-06-29.html#item-methods-3","url":"https://x.com/MayorKingAI/status/2071329717039616271","tags":["animation","art_design","video_gen"],"entities":["GPT Image 2","Seedance 2.0"],"gist":"GPT Image 2角色设计加Seedance动画工作流"},{"id":"2026-06-29-methods-04","date":"2026-06-29","section":"methods","sectionName":"方法与经验","source":"@Mr_AllenT","title":"Color grade video footage with GPT2 & Aleph 2","summary":"个人创作者分享在 Adobe Firefly Boards 中使用 GPT-2 和 Aleph 2.0 进行视频调色的工作流，以推文串形式逐步讲解。","recommendation":"用 GPT-2 和 Aleph 2.0 在 Adobe Firefly 里调色，后期和视觉师可以点开看工作流，看能不能套进自己的调色管线。","href":"./2026-06-29.html#item-methods-4","url":"https://x.com/Mr_AllenT/status/2071293783849705606","tags":["color","tutorial"],"entities":["GPT-2","Aleph 2.0","Adobe Firefly"],"gist":"用GPT-2和Aleph 2.0在Firefly中调色"},{"id":"2026-06-29-methods-05","date":"2026-06-29","section":"methods","sectionName":"方法与经验","source":"@Adam38363368936","title":"一直用剪映，终于让我发现一个新工具-Edimakor。实测还是非常好用的！这种AI成片到剪辑的一站式工作流，太丝滑了…","summary":"个人创作者实测 Edimakor，对比剪映：Edimakor 主打 AI 成片到剪辑的一站式工作流，一个软件内可调用多个 AI 模型生成视频，支持视频克隆（参考视频结构+自己素材）、热点灵感模板、AI 数字人、翻译等功能，面向短视频、电商素材、营销内容场景。","recommendation":"个人实测分享，把 Edimakor 和剪映做了对比，做短视频和电商素材的可以看看它的一站式工作流是否真能省事。","href":"./2026-06-29.html#item-methods-5","url":"https://x.com/Adam38363368936/status/2071240038822916368","tags":["editing","agent","commercial","avatar"],"entities":["Edimakor","剪映"],"gist":"Edimakor一站式AI成片剪辑工作流实测"},{"id":"2026-06-29-works-01","date":"2026-06-29","section":"cases","sectionName":"作品与案例","source":"@magnific","title":"《L’Ultimo Uomo Reale》，一部由 @therealreal 、Lipstick 和…","summary":"Magnific 官方发布的戛纳狮子奖多奖短片《L’Ultimo Uomo Reale》，由 @therealreal、Lipstick 和 Sebastian Strasser 制作。短片围绕一个 AI 角色试图证明自己是真实的，而世界在他周围出现故障并分崩离析展开，使用 Magnific 工具制作。","recommendation":"戛纳狮子奖多奖短片，AI 角色故障叙事+身份主题，做 AI 短剧和视觉叙事的可以拉片看角色一致性和故障美学处理。","href":"./2026-06-29.html#item-cases-1","url":"https://x.com/magnific/status/2071249700427034663","tags":["case_study","short_drama","consistency","post_fx"],"entities":["Magnific"],"gist":"戛纳获奖AI短片展示角色一致性与故障美学"},{"id":"2026-06-30-industry-01","date":"2026-06-30","section":"industry","sectionName":"行业与平台","source":"@comfyui","title":"We just launched Comfy MCP in public beta, the first MCP…","summary":"ComfyUI 发布 Comfy MCP 公测版，这是首个面向生产管线的 MCP（Model Context Protocol）实现。支持 Claude、Codex、Cursor、Hermes 等 AI 编程工具通过自然语言直接调用 ComfyUI 生态：运行任意工作流、搜索模型/节点/模板、分享工作流 URL 即可加载。","recommendation":"ComfyUI 官方出的 MCP 协议，Claude/Codex/Cursor 直接自然语言调 ComfyUI 工作流。做 AI 编程和工具链整合的可以直接接上跑一周，省掉手动拖节点的功夫。","href":"./2026-06-30.html#item-industry-1","url":"https://x.com/ComfyUI/status/2071625866912944151","tags":["agent","tutorial","cost_open"],"entities":["ComfyUI","Comfy MCP","Claude","Codex","Cursor"],"gist":"ComfyUI发布MCP公测版支持自然语言调用工作流"},{"id":"2026-06-30-industry-02","date":"2026-06-30","section":"industry","sectionName":"行业与平台","source":"@fal","title":"The new model Extract Object by Bria is now live on fal","summary":"Bria 的 Extract Object 模型已在 fal 平台上线，支持通过自然语言指令从图片中隔离任意物体，单次 API 调用即可输出带透明通道的 RGBA-PNG 格式，无需手动蒙版或后期编辑，直接用于合成场景。","recommendation":"Bria 的抠图模型上线 fal，一句话 prompt 出 RGBA-PNG 透明底，做后期和视觉的可以直接接 API 省掉手动抠图环节。","href":"./2026-06-30.html#item-industry-2","url":"https://x.com/fal/status/2071631739705762296","tags":["image_gen","post_fx","control"],"entities":["Bria","fal"],"gist":"Bria抠图模型上线fal支持自然语言提取物体"},{"id":"2026-06-30-industry-03","date":"2026-06-30","section":"industry","sectionName":"行业与平台","source":"@pika_labs","title":"Start your super-fandom now with the Pika MCP—https://t","summary":"Pika Labs 官方宣布推出 Pika MCP（Model Context Protocol）接口，具体能力、参数和接入方式需查看链接原文。该接口面向开发者，可将 Pika 视频生成能力集成到外部工具链或自动化工作流中。","recommendation":"Pika 出了 MCP 协议接口，做 AI 短剧和工具链整合的可以接上试试，看能不能把视频生成直接编进自动化工作流。","href":"./2026-06-30.html#item-industry-3","url":"https://x.com/pika_labs/status/2071657774946423278","tags":["agent","video_gen"],"entities":["Pika","Pika MCP"],"gist":"Pika推出MCP接口便于集成视频生成工作流"},{"id":"2026-06-30-industry-04","date":"2026-06-30","section":"industry","sectionName":"行业与平台","source":"@williamlong","title":"Deepseek发邮件通知，API价格上涨一倍。 16 4 34 3万","summary":"William Long 发推称 DeepSeek 通过邮件通知 API 价格上涨一倍。目前推文仅提及涨价事实，未公开具体生效时间、新价格表或受影响模型范围。","recommendation":"DeepSeek API 价格翻倍，用它的短剧团队和工具链整合者该算算成本账了，看看要不要换方案。","href":"./2026-06-30.html#item-industry-4","url":"https://x.com/williamlong/status/2071553598438494579","tags":["industry","cost_open"],"entities":["DeepSeek"],"gist":"DeepSeek通知API价格上涨一倍"},{"id":"2026-06-30-industry-05","date":"2026-06-30","section":"industry","sectionName":"行业与平台","source":"@Lonely__MH","title":"以后不能称呼梁圣了，改称：梁子 DeepSeek API 要分时收费了，高峰直接翻倍…","summary":"DeepSeek API 实行分时计价：北京时间白天（9-12、14-18）高峰时段价格翻倍（2×），低谷时段维持 5 月降价 75% 后的底价，缓存命中的输入更便宜。对于用 DeepSeek 跑 Agent 批量任务或 AI 工作流的团队，将定时任务调整至低谷段可显著降低成本。","recommendation":"DeepSeek API 开始分时计价，高峰时段价格翻倍。用 DeepSeek 跑批量任务或 Agent 的，把 cron 调到低谷段能省不少，一年省下的钱够再开一个 Claude Pro。","href":"./2026-06-30.html#item-industry-5","url":"https://x.com/Lonely__MH/status/2071566297117380812","tags":["industry","cost_open","agent"],"entities":["DeepSeek"],"gist":"DeepSeek API分时计价高峰翻倍低谷优惠"},{"id":"2026-06-30-tools-01","date":"2026-06-30","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Seed Audio 1","summary":"Runway 在平台内上线 Seed Audio 1.0 音频生成功能，面向所有付费用户开放。支持通过文本提示词生成最长 120 秒的动态语音、音效设计和背景音乐，直接集成在 Runway 剪辑工作流中，无需切换外部工具。","recommendation":"Runway 把音频生成直接塞进剪辑工具链，做后期和短剧的可以省掉外挂配音配乐环节，跑一遍看音画同步和风格匹配度。","href":"./2026-06-30.html#item-tools-1","url":"https://x.com/runwayml/status/2071713997464694897","tags":["audio_voice","audio_music","audio_sfx","editing"],"entities":["Runway","Seed Audio 1.0"],"gist":"Runway上线音频生成功能，支持语音音效配乐"},{"id":"2026-06-30-tools-02","date":"2026-06-30","section":"tools","sectionName":"工具与能力","source":"@LeonardoAi","title":"With 3D now in Leonardo, your ideas can take shape in…","summary":"Leonardo 官方宣布平台新增 3D 生成功能，用户可直接在 Leonardo 内创建 3D 参考模型，减少外部建模和反复调整的环节，提升从概念到成片的效率。具体操作指南已发布，覆盖如何从零开始获取正确的 3D 参考。","recommendation":"Leonardo 正式把 3D 生成塞进工作流，做视觉开发和美术总设的可以上手测一下 3D 参考图到成片的衔接效率。","href":"./2026-06-30.html#item-tools-2","url":"https://x.com/LeonardoAi/status/2071564613489983792","tags":["three_d","art_design"],"entities":["Leonardo"],"gist":"Leonardo新增3D生成功能，提升概念到成片效率"},{"id":"2026-06-30-tools-03","date":"2026-06-30","section":"tools","sectionName":"工具与能力","source":"@ClaudeDevs","title":"Claude Opus 4.8与Haiku 4.5登陆Azure Foundry","summary":"Anthropic 官方宣布 Claude Opus 4.8 和 Claude Haiku 4.5 现已登陆 Microsoft Azure Foundry，通过 Messages API 提供，支持 prompt caching、thinking 等核心功能。面向企业级和 Azure 生态用户，无需额外切换平台即可调用最新 Claude 模型。","recommendation":"Anthropic 把 Opus 4.8 和 Haiku 4.5 放到了 Azure 上，做 AI 编程和 Agent 工作流的可以直接在微软云上跑，不用切平台了。","href":"./2026-06-30.html#item-tools-3","url":"https://x.com/ClaudeDevs/status/2071697437136486585","tags":["agent","industry"],"entities":["Claude Opus 4.8","Claude Haiku 4.5","Azure Foundry"],"gist":"Claude新模型登陆Azure，支持企业级AI工作流"},{"id":"2026-06-30-tools-04","date":"2026-06-30","section":"tools","sectionName":"工具与能力","source":"@Google","title":"RT @GeminiApp: More users in the U","summary":"Google 宣布 Gemini App 在美国向更多免费用户开放个性化图片生成功能，用户需将 Google 应用与 Gemini 连接后使用。该功能基于 Gemini 模型，支持根据用户偏好和上下文生成定制化图像，目前免费可用。","recommendation":"Gemini 免费用户也能在 App 里生成个性化图片了，做视觉和角色 IP 的可以顺手测一下风格和一致性，看能不能当快速出图工具用。","href":"./2026-06-30.html#item-tools-4","url":"https://x.com/Google/status/2071671578178236770","tags":["image_gen","consistency"],"entities":["Gemini"],"gist":"Gemini免费用户可生成个性化图片，测试风格一致性"},{"id":"2026-06-30-tools-05","date":"2026-06-30","section":"tools","sectionName":"工具与能力","source":"@GoogleAIStudio","title":"you can now include your full chat history when sharing an…","summary":"Google AI Studio 新增分享功能，在分享 AI Studio 构建的 App 时，可通过一个开关一键包含完整聊天历史，方便展示精确工作流和 prompt，便于团队协作和教程分享。","recommendation":"AI Studio 加了个小但实用的分享功能，做 AI 编程和 Agent 工作流的可以直接用起来，分享 prompt 和完整流程给团队省不少沟通成本。","href":"./2026-06-30.html#item-tools-5","url":"https://x.com/GoogleAIStudio/status/2071662183969153245","tags":["agent","prompt"],"entities":["AI Studio"],"gist":"AI Studio分享功能支持包含完整聊天历史"},{"id":"2026-06-30-tools-06","date":"2026-06-30","section":"tools","sectionName":"工具与能力","source":"@gammaapp","title":"Gamma is now in @ChatGPTapp","summary":"Gamma 演示文稿工具现已集成至 ChatGPT 应用，用户可在 ChatGPT 对话中直接生成演示文稿，并跳转至 Gamma 进一步编辑。支持将技术报告转为执行摘要、生成营销简报、创建 4 页 pitch deck 等场景。","recommendation":"Gamma 演示文稿生成直接嵌入 ChatGPT 对话流，做制片和提案的可以省掉切工具的时间，一句话出初稿再进 Gamma 精修。","href":"./2026-06-30.html#item-tools-6","url":"https://x.com/GammaApp/status/2071613410177941610","tags":["agent","ideation"],"entities":["Gamma","ChatGPT"],"gist":"Gamma集成ChatGPT，对话中直接生成演示文稿"},{"id":"2026-06-30-tools-07","date":"2026-06-30","section":"tools","sectionName":"工具与能力","source":"@xai","title":"State of the art voice APIs from SpaceXAI, now in the…","summary":"xAI 官方宣布其语音 API 已集成至 Vercel AI Gateway，开发者可通过 Vercel 平台直接调用 SpaceXAI 的语音能力，无需单独对接 xAI 接口。该集成简化了 AI 语音功能的部署链路，适用于实时配音、虚拟角色对话等场景。","recommendation":"xAI 的语音 API 接入了 Vercel AI Gateway，做 AI 配音和虚拟角色对话的可以少搭一层中间件，直接调。","href":"./2026-06-30.html#item-tools-7","url":"https://x.com/xai/status/2071661034683969977","tags":["audio_voice","agent","industry"],"entities":["xAI","Vercel AI Gateway"],"gist":"xAI语音API集成Vercel网关简化部署"},{"id":"2026-06-30-methods-01","date":"2026-06-30","section":"methods","sectionName":"方法与经验","source":"@reidhannaford","title":"Seedance 2.0 太疯狂了。 Blender 预可视化在 AI 电影制作中正迎来它的时刻，这是有原因的…","summary":"创作者 Reid Hannaford 分享了一套混合工作流：先用 Midjourney 生成起始图，在 Blender 中搭建场景并运镜，再将两者输入 Seedance 2.0 生成最终视频。该流程在伏击场景中验证了预可视化对 AI 电影制作的价值——在调用视频模型前先解决场面调度、节奏和镜头运动，Seedance 对参考图的匹配度已接近可用。","recommendation":"Blender 预可视化 + Seedance 2.0 的混合管线实测，做 AI 电影和短剧的编导可以拉片看分镜和运镜怎么在生成前定稿。","href":"./2026-06-30.html#item-methods-1","url":"https://x.com/reidhannaford/status/2071595581508563168","tags":["video_gen","storyboard","camera","case_study"],"entities":["Midjourney","Blender","Seedance 2.0"],"gist":"Blender预可视化结合Seedance生成视频"},{"id":"2026-06-30-methods-02","date":"2026-06-30","section":"methods","sectionName":"方法与经验","source":"@msjiaozhu","title":"卧槽，Palmier Pro 牛逼啊，终于有一个真正给 AI agent 造的视频编辑器…","summary":"开发者 MapleShaw 推荐 Palmier Pro，一款专为 AI agent 设计的开源视频编辑器，基于 Swift 实现，集成 MCP 协议。用户可在时间线内直接通过自然语言指令完成剪辑、添加转场、调用 Seedance 生成特效素材等操作。目前仅适配 Apple Silicon 的 macOS 26 (Tahoe)。","recommendation":"AI 后期和工具链整合者可以点开看看，一个原生支持 MCP 的 AI 视频编辑器，能在时间线上直接语音指令剪片、加转场、调 Seedance 生成素材。","href":"./2026-06-30.html#item-methods-2","url":"https://x.com/msjiaozhu/status/2071409414834442690","tags":["editing","agent","post_fx","video_gen"],"entities":["Palmier Pro","Codex","剪映","Seedance","MCP"],"gist":"开源AI视频编辑器Palmier Pro支持MCP"},{"id":"2026-06-30-methods-03","date":"2026-06-30","section":"methods","sectionName":"方法与经验","source":"@chrisdadiva","title":"如何使用 Google Flow 生成无限 AI 图像和视频（完整教程） 在本视频中，您将学习如何自动化 Google…","summary":"教程讲解如何用 Google Flow 自动化批量生成 AI 图像和视频，无需浏览器扩展或复杂设置，覆盖 AI 图像生成、视频创建、工作流自动化、批量内容生产，目标用户为 YouTube 自动化或 AI 内容创作者。","recommendation":"用 Google Flow 搭自动化批量出图出视频的工作流，做短剧和批量内容生产的可以套用，省掉手动重复操作。","href":"./2026-06-30.html#item-methods-3","url":"https://x.com/chrisdadiva/status/2071507965035655442","tags":["agent","image_gen","video_gen","tutorial"],"entities":["Google Flow"],"gist":"用Google Flow自动化批量生成图像视频"},{"id":"2026-06-30-methods-04","date":"2026-06-30","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"RT @fl4me_boi: I made an app for making cinematic sizzle…","summary":"开发者 @fl4me_boi 在 FLORAai 平台内制作了一个专门生成电影感混剪 Reel 的 App，用户上传视频素材即可自动生成成片。该 App 面向快速制作宣传短片、预告片或社交媒体物料场景，降低了手动剪辑门槛。","recommendation":"一个在 FLORAai 里做电影感混剪 Reel 的 App，上传素材自动出片，做短剧预告和社媒物料的后期可以直接套用工作流。","href":"./2026-06-30.html#item-methods-4","url":"https://x.com/floraai/status/2071379372943000026","tags":["editing","commercial","case_study"],"entities":["FLORAai"],"gist":"FLORAai内制作电影感混剪Reel应用"},{"id":"2026-06-30-methods-05","date":"2026-06-30","section":"methods","sectionName":"方法与经验","source":"@elevenlabs","title":"Read the case study","summary":"ElevenLabs 官方发布一条客户案例推文，标题为「Read the case study」，附链接。具体案例内容、客户名称、应用场景及效果数据均未在推文文本中公开，需点击链接查看原文。","recommendation":"ElevenLabs 官宣了一个客户案例，做 AI 配音和后期声音的可以点开看看具体怎么落地的。","href":"./2026-06-30.html#item-methods-5","url":"https://x.com/ElevenLabs/status/2071503743007211706","tags":["audio_voice","case_study"],"entities":["ElevenLabs"],"gist":"ElevenLabs发布客户案例需点击查看"},{"id":"2026-06-30-methods-06","date":"2026-06-30","section":"methods","sectionName":"方法与经验","source":"@lovart_ai","title":"RT @SORAY_AI: The Making of Balgyr: Full Tutorial","summary":"SORAY AI 官方发布《Balgyr》制作全教程，为 @lovart_ai 月度挑战赛「Bring your dream to life」创作。教程覆盖从概念到成片的完整工作流，适合视觉师和 AI 创作者拆解学习。","recommendation":"SORAY AI 官方出的 Balgyr 制作全教程，视觉师和想学工作流的可以直接当模板跑一遍。","href":"./2026-06-30.html#item-methods-6","url":"https://x.com/lovart_ai/status/2071432753921552702","tags":["tutorial","case_study","video_gen"],"entities":["SORAY AI","lovart_ai"],"gist":"SORAY AI发布Balgyr制作全教程，覆盖完整工作流"},{"id":"2026-06-30-works-01","date":"2026-06-30","section":"cases","sectionName":"作品与案例","source":"@johnAGI168","title":"Seedance 2.5 30 秒超长叙事，一键生成小短片。大家觉得到时候上市了，这么一条 30…","summary":"John 用 Seedance 2.5 生成 30 秒京剧非遗短片，prompt 描述戏班后台老师傅制作头饰、勾脸谱、指导学徒的传承场景，强调手部细节、丝线珠饰质感和微光氛围。短片为单 prompt 一键生成，验证了 Seedance 2.5 在 30 秒超长叙事和东方美学风格下的出片能力。","recommendation":"Seedance 2.5 的 30 秒叙事 demo，京剧非遗题材，手部细节和传承感氛围到位。做 AI 短剧和视觉的可以拉片看镜头语言和角色一致性处理。","href":"./2026-06-30.html#item-cases-1","url":"https://x.com/johnAGI168/status/2071574387866697765","tags":["video_gen","short_drama","prompt"],"entities":["Seedance 2.5"],"gist":"Seedance 2.5生成30秒京剧非遗短片，验证长叙事能力"},{"id":"2026-06-30-works-02","date":"2026-06-30","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"导演作品获奖🏆AI短片《夏天、阿太和蝴蝶》","summary":"小红书作者「菜夯夯」的 AI 短片《夏天、阿太和蝴蝶》获奖，个人创作者作品，题材偏文艺温情。","recommendation":"小红书作者「菜夯夯」的 AI 短片获奖，做 AI 短剧和视觉的可以点进去拉片，看个人创作者在叙事和视觉风格上的处理。","href":"./2026-06-30.html#item-cases-2","url":"https://www.xiaohongshu.com/explore/6a3bd06b0000000015027515","tags":["case_study","film","short_drama"],"entities":[],"gist":"个人创作者AI短片《夏天、阿太和蝴蝶》获奖"},{"id":"2026-07-01-industry-01","date":"2026-07-01","section":"industry","sectionName":"行业与平台","source":"@GoogleDeepMind","title":"We’re shipping 2 major releases:","summary":"Google DeepMind 发布两款新模型：Nano Banana 2 Lite 是 Gemini 系列最快最便宜的图像模型，主打速度和成本；Gemini Omni Flash 通过 Gemini API 和 Google AI Studio 开放，支持开发者生成和编辑高质量视频。两个模型均已可用。","recommendation":"Google 连发两个模型：Nano Banana 2 Lite 是最快最便宜的 Gemini 图像模型，Gemini Omni Flash 开放 API 做视频生成和编辑。做短剧和视觉的可以直接接 API 测出片速度和画质。","href":"./2026-07-01.html#item-industry-1","url":"https://x.com/GoogleDeepMind/status/2071988044878516466","tags":["image_gen","video_gen","cost_open"],"entities":["Nano Banana 2 Lite","Gemini Omni Flash","Gemini API","Google AI Studio"],"gist":"Google发布Nano Banana 2 Lite图像模型和Gemini Om"},{"id":"2026-07-01-industry-02","date":"2026-07-01","section":"industry","sectionName":"行业与平台","source":"@GoogleAIStudio","title":"gemini omni flash is here: our high-quality, cost-efficient…","summary":"Google 发布 Gemini Omni Flash，一个支持多模态工作流的高性价比视频生成模型，核心能力是用自然语言和简单提示词对视频进行对话式编辑和优化，已通过 AI Studio 和 API 开放使用。","recommendation":"Google 把视频生成和对话式剪辑塞进一个模型，做短剧和视觉的可以直接在 AI Studio 上手测，看自然语言改视频的流畅度到底到哪了。","href":"./2026-07-01.html#item-industry-2","url":"https://x.com/GoogleAIStudio/status/2071989946827624801","tags":["video_gen","editing","agent"],"entities":["Gemini Omni Flash","AI Studio"],"gist":"Gemini Omni Flash支持自然语言对话式视频编辑"},{"id":"2026-07-01-industry-03","date":"2026-07-01","section":"industry","sectionName":"行业与平台","source":"@AnthropicAI","title":"RT @claudeai: Introducing Claude Sonnet 5, our most agentic…","summary":"Anthropic 发布 Claude Sonnet 5，定位为迄今最 agentic 的 Sonnet 版本，具备自主规划、使用浏览器和终端等工具的能力，已开放 API 调用。","recommendation":"Anthropic 把 Sonnet 拉到 agent 级，能自己规划、调浏览器和终端。做 AI 工作流编排和自动化管线的可以直接接 API 测一周，看它能不能当你的自动化副手。","href":"./2026-07-01.html#item-industry-3","url":"https://x.com/AnthropicAI/status/2072032717550833796","tags":["agent","industry"],"entities":["Claude Sonnet 5"],"gist":"Anthropic发布Claude Sonnet 5，具备自主规划与工具调用能力"},{"id":"2026-07-01-industry-04","date":"2026-07-01","section":"industry","sectionName":"行业与平台","source":"Google DeepMind Blog","title":"Start building with Nano Banana 2 Lite and Gemini Omni Flash","summary":"Google DeepMind 官方博客宣布推出 Nano Banana 2 Lite 和 Gemini Omni Flash 两款新模型，面向开发者开放构建。具体参数、能力边界、API 定价和接入方式需查看博客原文。","recommendation":"Google 又发新模型，Nano Banana 2 Lite 和 Gemini Omni Flash 两个名字，做工具链整合的可以点开看具体参数和 API 接入方式。","href":"./2026-07-01.html#item-industry-4","url":"https://deepmind.google/blog/start-building-with-nano-banana-2-lite-and-gemini-omni-flash/","tags":["image_gen","video_gen","cost_open"],"entities":["Nano Banana 2 Lite","Gemini Omni Flash"],"gist":"Google发布两款新模型面向开发者"},{"id":"2026-07-01-industry-05","date":"2026-07-01","section":"industry","sectionName":"行业与平台","source":"@googlecloud","title":"RT @GoogleCloudTech: To help you create rich, reliable…","summary":"Google Cloud 在 Vertex AI 上新增两款模型，旨在降低 AI 生成内容的再生时间和成本，提升可靠性和丰富度。具体模型名称、能力参数和定价细节需查看原文。","recommendation":"Google Cloud 给 Vertex AI 加了两款新模型，做 AI 后期和工具链集成的可以看 API 参数和定价，跑一遍看成本降多少。","href":"./2026-07-01.html#item-industry-5","url":"https://x.com/googlecloud/status/2072043123690090845","tags":["video_gen","image_gen","cost_open"],"entities":["Vertex AI"],"gist":"Vertex AI新增模型降低生成成本"},{"id":"2026-07-01-industry-06","date":"2026-07-01","section":"industry","sectionName":"行业与平台","source":"@xiangxiang103","title":"卧槽，Anthropic 这次真的翻大车了。 有人在 Claude Code…","summary":"Anthropic 的 Claude Code 二进制中被发现包含隐藏代码，专门检测用户是否为中国用户或通过代理访问中国。检测逻辑包括：检测代理使用时检查时区（上海/乌鲁木齐）和代理 URL。该代码被故意混淆，未在发行说明中披露，用户完全不知情。","recommendation":"Claude Code 二进制里挖出隐藏代码，专门检测中国用户或代理，发行说明不写、代码故意混淆。搞 AI 工具链和 Agent 开发的可以点开看具体检测逻辑，评估自己工作流有没有被卡。","href":"./2026-07-01.html#item-industry-6","url":"https://x.com/xiangxiang103/status/2071903797429875195","tags":["agent","industry"],"entities":["Claude Code"],"gist":"Claude Code隐藏代码检测中国用户"},{"id":"2026-07-01-industry-07","date":"2026-07-01","section":"industry","sectionName":"行业与平台","source":"@FLORAai","title":"Omni is an extremely powerful video generation model, that…","summary":"FLORAai 发布视频生成模型 Omni，主打视频到视频编辑、动态图形、镜头方向控制和特效叠加能力，已开放试用。","recommendation":"视频生视频、动态图形、镜头控制、特效叠加全在一个模型里，做后期和视觉的可以直接上手试，省掉多工具串流程的麻烦。","href":"./2026-07-01.html#item-industry-7","url":"https://x.com/floraai/status/2071990931020988437","tags":["video_gen","control","post_fx"],"entities":["Omni"],"gist":"Omni视频模型支持编辑与特效叠加"},{"id":"2026-07-01-industry-08","date":"2026-07-01","section":"industry","sectionName":"行业与平台","source":"@lovart_ai","title":"👀With Lovart, any cartoon can become live-action","summary":"Lovart 官方推文宣布其工具可将任意卡通风格内容转为真人实拍风格，推文仅含标题和链接，无具体技术参数或效果展示。","recommendation":"Lovart 这个工具主打卡通转真人，做 IP 改编和视觉开发的可以点进去看看效果稳不稳。","href":"./2026-07-01.html#item-industry-8","url":"https://x.com/lovart_ai/status/2071878542267433422","tags":["video_gen","art_design"],"entities":["Lovart"],"gist":"Lovart工具卡通转真人实拍"},{"id":"2026-07-01-industry-09","date":"2026-07-01","section":"industry","sectionName":"行业与平台","source":"@WonderStudiosX","title":"'Any individual in the world can be a studio, can be a…","summary":"Wonder Studios 发布导演 Kavan 访谈，围绕其 AI 短片《LAST RECALL》的创作过程，讨论 AI 如何降低个人创作者制作高概念影像的门槛，以及用 AI 构建世界和讲述宏大故事的可能性。","recommendation":"导演 Kavan 聊 AI 短片《LAST RECALL》的幕后和创作理念，做 AI 短剧和长片的可以听听一线导演怎么看待 AI 叙事工具和世界构建。","href":"./2026-07-01.html#item-industry-9","url":"https://x.com/WonderStudiosX/status/2071998447192780917","tags":["film","case_study","ideation"],"entities":["Wonder Studios"],"gist":"导演谈AI短片LAST RECALL创作幕后"},{"id":"2026-07-01-industry-10","date":"2026-07-01","section":"industry","sectionName":"行业与平台","source":"@xiaohu","title":"OpenClaw 推出了自己的手机客户端 • 通过二维码或设置码与你的 小龙虾 配对 • 在手机上和 A小龙虾聊天 •…","summary":"OpenClaw 推出手机客户端，支持与 AI Agent（小龙虾）配对聊天、实时/后台语音对话、Agent 操作前手机端审批确认、跨 App 分享内容，并可授权摄像头、定位、通讯录等设备权限。","recommendation":"AI Agent 工具出了手机端，做 AI 短剧或工具链整合的可以看看手机端审批和语音对话模式对工作流有没有用。","href":"./2026-07-01.html#item-industry-10","url":"https://x.com/xiaohu/status/2071841485063094595","tags":["agent","industry"],"entities":["OpenClaw"],"gist":"OpenClaw推出手机客户端，支持语音对话与审批"},{"id":"2026-07-01-tools-01","date":"2026-07-01","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"How HeyGen Models generate a 30-minute video, the longest…","summary":"HeyGen 发布单次 AI 视频生成最长 30 分钟的能力，是此前行业天花板（约 5 分钟）的 6 倍。核心难点不在时长而在角色一致性——官方称其模型在长序列中能保持面部锁定不漂移。已发布技术报告，适用于 AI 长片、短剧、虚拟角色对话等需要长叙事一致性的场景。","recommendation":"HeyGen 把单次 AI 视频生成时长拉到 30 分钟，是行业天花板 6 倍。做 AI 长片和短剧的可以直接跑一遍，看角色一致性到底稳不稳。","href":"./2026-07-01.html#item-tools-1","url":"https://x.com/HeyGen/status/2071998058402042231","tags":["video_gen","consistency","short_drama","film"],"entities":["HeyGen"],"gist":"HeyGen实现单次30分钟视频生成，保持角色一致性"},{"id":"2026-07-01-tools-02","date":"2026-07-01","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Generate and edit video with Gemini Omni Flash, now in…","summary":"Runway 宣布集成 Google Gemini Omni Flash 模型，用户可在 Runway 平台内直接通过文本、图片或视频输入，调用 Omni Flash 生成和编辑视频。该模型具备多模态推理能力，能理解物理逻辑和场景上下文，适用于视频生成、风格迁移、镜头编辑等场景。","recommendation":"Runway 把 Google 的 Gemini Omni Flash 模型直接塞进自家视频生成和编辑流程里，支持文生、图生、视频生。做 AI 短剧和视觉的可以接上跑一轮，看 Omni 的逻辑推理能力能不能压住 Runway 出片的废片率。","href":"./2026-07-01.html#item-tools-2","url":"https://x.com/runwayml/status/2072038509267837214","tags":["video_gen","image_gen","editing"],"entities":["Runway","Gemini Omni Flash"],"gist":"Runway集成Gemini Omni Flash支持生成编辑视频"},{"id":"2026-07-01-tools-03","date":"2026-07-01","section":"tools","sectionName":"工具与能力","source":"@LeonardoAi","title":"Gemini Omni Flash is now live on Leonardo","summary":"Leonardo 平台正式集成 Google Gemini Omni Flash 视频生成模型，支持从文字或参考图生成 720p、最长 10 秒的视频片段，强调画面中的光照、物理和运动逻辑符合真实叙事逻辑，而非纯模式匹配。","recommendation":"Leonardo 接入了 Gemini Omni Flash，出片逻辑和物理感都稳了一档，做短剧和视觉的可以直接上手跑一轮，看废片率降了多少。","href":"./2026-07-01.html#item-tools-3","url":"https://x.com/LeonardoAi/status/2072077875746918688","tags":["video_gen","image_gen"],"entities":["Leonardo","Gemini Omni Flash"],"gist":"Leonardo接入Gemini Omni Flash生成720p视频"},{"id":"2026-07-01-tools-04","date":"2026-07-01","section":"tools","sectionName":"工具与能力","source":"@NotebookLM","title":"Doom scrolling but make it educational 🤓","summary":"Google NotebookLM 上线 Short Video Overviews 功能，可将用户上传的复杂资料（论文、报告、书籍等）自动生成为 60 秒竖屏科普短视频，深度讲解任意概念。该功能面向 Google AI Ultra 和 Pro 订阅用户（移动端和网页端）开放，免费用户即将可用。","recommendation":"NotebookLM 把复杂资料自动转成 60 秒竖屏科普短视频，做 AI 后期和视觉的可以蹲一下出片质感，做短剧的也能当素材快速可视化工具用。","href":"./2026-07-01.html#item-tools-4","url":"https://x.com/NotebookLM/status/2071987494799716626","tags":["video_gen","case_study"],"entities":["NotebookLM"],"gist":"NotebookLM将资料自动转为60秒竖屏科普视频"},{"id":"2026-07-01-tools-05","date":"2026-07-01","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Introducing Procedures in ElevenAgents - packaged playbooks…","summary":"ElevenLabs 为 ElevenAgents 推出 Procedures 功能，本质是预封装的操作流程包（playbook），让 AI 智能体在常见场景下按预设指令执行，类似员工 SOP。适用于批量配音、虚拟角色对话、客服等需要标准化流程的场景，减少每次手动配置。","recommendation":"ElevenLabs 给 AI 智能体加了 SOP 式流程包，做 AI 短剧批量配音、虚拟角色对话的可以直接套用预设流程，省掉每次手动调参。","href":"./2026-07-01.html#item-tools-5","url":"https://x.com/ElevenLabs/status/2071962893021491221","tags":["agent","audio_voice","short_drama"],"entities":["ElevenLabs","ElevenAgents"],"gist":"ElevenAgents推出Procedures流程包标准化智能体操作"},{"id":"2026-07-01-tools-06","date":"2026-07-01","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"Get in on the anime action with this brand new skill…","summary":"Pika 官方宣布推出 MCP（Model Context Protocol）技能，支持通过 MCP 接口调用 Pika 的动画生成能力，具体功能细节和接入方式需查看链接原文。","recommendation":"Pika 出了 MCP 技能，做 AI 动画和短剧的可以接上工作流试试，省掉手动切工具的步骤。","href":"./2026-07-01.html#item-tools-6","url":"https://x.com/pika_labs/status/2072058716896280747","tags":["agent","animation","short_drama"],"entities":["Pika","MCP"],"gist":"Pika推出MCP技能支持动画生成工作流"},{"id":"2026-07-01-tools-07","date":"2026-07-01","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"RT @DreamLabLA: Change the weather","summary":"LumaLabsAI 发布新功能演示：在 Luma 平台内可一键更换天气和重打场景光，操作时间不到一分钟。该功能直接集成在现有工作流中，无需外部工具。","recommendation":"Luma 把换天和重打光塞进一分钟工作流，做后期和视觉的可以直接上手试，省掉传统抠图重调色的功夫。","href":"./2026-07-01.html#item-tools-7","url":"https://x.com/LumaLabsAI/status/2072062373775421626","tags":["post_fx","lighting","video_gen"],"entities":["Luma"],"gist":"Luma新功能一键换天气和重打光"},{"id":"2026-07-01-tools-08","date":"2026-07-01","section":"tools","sectionName":"工具与能力","source":"@XDevelopers","title":"宣布托管的 X MCP。 代理现在可以访问世界上最佳的实时信息源…","summary":"X 开发者官方推出托管的 X MCP（Model Context Protocol）服务，允许 AI Agent 和兼容 MCP 的工具（如 Grok、Cursor）直接连接 X API，无需额外设置即可访问 X 平台的实时信息流。这降低了 AI 工具接入社交数据源的门槛，对构建自动化内容监测、舆情分析、实时数据抓取等 Agent 工作流的开发者是直接利好。","recommendation":"X 官方把 API 接进了 MCP 协议，搞 AI Agent 和自动化工作流的可以直接连 Grok 或 Cursor 抓实时数据，省掉自己搭中间层的功夫。","href":"./2026-07-01.html#item-tools-8","url":"https://x.com/XDevelopers/status/2071752389183647758","tags":["agent","industry"],"entities":["Grok","Cursor","MCP"],"gist":"X推出托管MCP服务连接实时数据"},{"id":"2026-07-01-tools-09","date":"2026-07-01","section":"tools","sectionName":"工具与能力","source":"@Google","title":"You can now create 60-second vertical Video Overviews in…","summary":"Google 为 NotebookLM 新增 60 秒竖版视频概览功能，用户上传笔记、学习指南或链接后，可自动生成一段短视频，用于拆解复杂概念。该功能由 Gemini 最新图像模型 Nano Banana 2 Lite 驱动。目前仅支持英文，适用于知识类内容的快速视频化。","recommendation":"NotebookLM 新增 60 秒竖版视频概览功能，上传笔记/链接自动生成短视频，底层是 Gemini 新图像模型。做 AI 后期和视觉的可以看看自动出片的质量和风格化空间。","href":"./2026-07-01.html#item-tools-9","url":"https://x.com/Google/status/2072004128310476856","tags":["video_gen","image_gen","editing"],"entities":["NotebookLM","Gemini","Nano Banana 2 Lite"],"gist":"NotebookLM新增60秒竖版视频概览功能"},{"id":"2026-07-01-tools-10","date":"2026-07-01","section":"tools","sectionName":"工具与能力","source":"@NotebookLM","title":"NotebookLM Short Video Overviews 全量上线 Web 英文版","summary":"Google NotebookLM 向 Web 英文用户全量推出 Short Video Overviews 功能，可将用户上传的复杂资料自动转化为 60 秒竖屏短视频，用于深入讲解任意概念。此前该功能仅限 AI Ultra 和 Pro 订阅者使用，免费用户即将开放。","recommendation":"NotebookLM 把资料自动转成 60 秒竖屏视频，做后期和内容分发的可以接过来当素材预处理工具用，省掉从零剪片的时间。","href":"./2026-07-01.html#item-tools-10","url":"https://x.com/NotebookLM/status/2072043680442245276","tags":["video_gen","editing"],"entities":["NotebookLM"],"gist":"NotebookLM视频概览全量上线英文版"},{"id":"2026-07-01-methods-01","date":"2026-07-01","section":"methods","sectionName":"方法与经验","source":"@xiaohu","title":"一个人管理5款产品，80%时间不写代码？Every的复利工程","summary":"媒体软件公司 Every 公开「复利工程」方法论，单人工程团队维护 5 款产品。核心是四步循环：Plan→Work→Review→Compound，其中 Compound 将每次解决问题的解法写入 CLAUDE.md 和 docs/solutions/，使 AI 下次自动避坑。工程师 80% 时间花在 Plan 和 Review，仅 20% 用于写代码。配套开源插件支持 Claude Code 等，含 26 个专项 agent、23 条工作流命令、13 项技能，可零配置使用。/workflows：review 一次并发 14 个 agent 审查代码，/workflows：plan 在 ultrathink 模式下可并发 40 多个研究 agent。","recommendation":"做 AI 短剧和批量内容生产的团队，这套「让 AI 记住历史解法」的工程思路可以直接抄，省掉大量重复踩坑的时间。","href":"./2026-07-01.html#item-methods-1","url":"https://x.com/xiaohu/status/2071796715162857477","tags":["agent","tutorial","case_study"],"entities":["Every","Claude Code"],"gist":"Every复利工程方法让AI记住历史解法"},{"id":"2026-07-01-methods-02","date":"2026-07-01","section":"methods","sectionName":"方法与经验","source":"@magnific","title":"Blender 学习需要数月时间。这个工作流程只需一个提示 无需建模…","summary":"Magnific 官方推文展示 Seedance 2.0 工作流：从文本提示直接输出电影级 3D 风格画面，无需建模。流程分两步——先用 Seedance 2.0 Mini 快速测试迭代，再用 Seedance 2.0 4K 输出最终高分辨率结果。","recommendation":"Magnific 官方演示 Seedance 2.0 的文本直出 3D 风格工作流，做视觉和短剧的可以当模板跑一遍，看 Mini 迭代到 4K 的出片效率。","href":"./2026-07-01.html#item-methods-2","url":"https://x.com/magnific/status/2071896012776788402","tags":["video_gen","three_d","tutorial"],"entities":["Seedance 2.0 Mini","Seedance 2.0 4K","Magnific"],"gist":"Seedance 2.0 文本直出电影级3D风格工作流"},{"id":"2026-07-01-methods-03","date":"2026-07-01","section":"methods","sectionName":"方法与经验","source":"AIHOT 精选","title":"用 shot-scraper video 让 AI 智能体录制工作演示视频","summary":"shot-scraper 1.10 新增 shot-scraper video 命令，通过 storyboard.yml 文件定义操作步骤，利用 Playwright 录制浏览器视频。依赖 Playwright 1.61.0 的 screencast 机制，解决了此前视频开头白帧、宽度固定 800px 等问题。开发者强调，将 --help 输出设计得足够详细，可使编码 Agent 直接利用该命令生成演示视频。","recommendation":"Simon Willison 的新工具，用 YAML 定义操作步骤就能让 AI 自动录浏览器演示视频。做 AI 工作流整合和工具链搭建的可以直接套用，省掉手动录屏的重复劳动。","href":"./2026-07-01.html#item-methods-3","url":"https://simonwillison.net/2026/Jun/30/shot-scraper-video","tags":["agent","tutorial","editing"],"entities":["shot-scraper","Playwright"],"gist":"shot-scraper video 让AI录制浏览器演示视频"},{"id":"2026-07-01-methods-04","date":"2026-07-01","section":"methods","sectionName":"方法与经验","source":"@underwoodxie96","title":"I found one use case where Seedance 2","summary":"个人创作者分享 Seedance 2.0 Mini 的一个实用场景：用参考视频保留动作、替换角色，适合简单动作迁移，复杂打斗场景效果一般。附有演示视频链接。","recommendation":"个人实测 Seedance 2.0 Mini 的换角色和动作迁移效果，做 AI 短剧和视觉的可以看看这个具体用例的成片质感。","href":"./2026-07-01.html#item-methods-4","url":"https://x.com/underwoodxie96/status/2071990325590237540","tags":["video_gen","case_study","control"],"entities":["Seedance 2.0 Mini"],"gist":"Seedance 2.0 Mini 参考视频换角色动作迁移实测"},{"id":"2026-07-01-works-01","date":"2026-07-01","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"Some doorways only open once you have walked far enough to…","summary":"LumaLabsAI 官方账号发布 AI 短片《AOI》，导演 Paola Rocchetti，使用 Luma 制作。短片为个人叙事向作品，具体题材和视觉风格需查看链接原文。","recommendation":"Luma 官号推的 AI 短片，导演 Paola Rocchetti 作品，视觉师和编导可以拉片看 Luma 在叙事短片里的镜头质感和风格化处理。","href":"./2026-07-01.html#item-cases-1","url":"https://x.com/LumaLabsAI/status/2072068155980370183","tags":["film","case_study"],"entities":["Luma"],"gist":"Luma AI短片《AOI》导演Paola Rocchetti"},{"id":"2026-07-01-works-02","date":"2026-07-01","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"A lonely dinosaur","summary":"LumaLabs 官方账号发布创作者 Anurag Tiwari 用 Luma 制作的 AI 短片《A lonely dinosaur》，讲述一只孤独恐龙通过分享冰淇淋建立友谊的温情故事。短片展示了 Luma 在角色情感表达、场景构建和叙事连贯性上的能力，属于官方精选的创作者案例。","recommendation":"Luma 官方推的 AI 短片，恐龙和冰淇淋的温情小故事，视觉师和编导可以拉片看 Luma 在角色情感表达上的能力边界。","href":"./2026-07-01.html#item-cases-2","url":"https://x.com/LumaLabsAI/status/2072033959827890188","tags":["film","case_study","animation"],"entities":["Luma"],"gist":"Luma AI短片《A lonely dinosaur》温情故事"},{"id":"2026-07-01-works-03","date":"2026-07-01","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"RT @Kiber_Alla: \"Five hundred years ago, people killed the…","summary":"PixVerse 官方账号转发创作者 Kiber_Alla 的 AI 短片系列《AWAKENING》第一集，主题围绕「五百年前人类弑神」的神话叙事，视觉风格偏暗黑史诗向。","recommendation":"AI 短片系列第一集，题材偏神话叙事，做 AI 短剧和视觉的可以拉片看风格和叙事节奏。","href":"./2026-07-01.html#item-cases-3","url":"https://x.com/PixVerse_/status/2071950038222430312","tags":["film","case_study","short_drama"],"entities":["PixVerse"],"gist":"PixVerse AI短片《AWAKENING》神话叙事第一集"},{"id":"2026-07-01-works-04","date":"2026-07-01","section":"cases","sectionName":"作品与案例","source":"@HappyHorseATH","title":"地狱举办了一个短视频比赛。 赌注？很简单。 最后一名去打扫厕所。 两位冥界信使。","summary":"HappyHorse 发布的 AI 短片，设定为地狱举办短视频比赛，赌注是最后一名打扫厕所，聚焦两位冥界信使。短片已发布可观看，题材偏黑色幽默与奇幻叙事。","recommendation":"AI 短片新作，地狱题材+短视频比赛设定，做 AI 短剧的可以拉片看叙事切入和角色设计。","href":"./2026-07-01.html#item-cases-4","url":"https://x.com/HappyHorseATH/status/2071935861684588561","tags":["short_drama","case_study","animation"],"entities":["HappyHorse"],"gist":"AI短片地狱短视频比赛黑色幽默叙事"},{"id":"2026-07-01-works-05","date":"2026-07-01","section":"cases","sectionName":"作品与案例","source":"@Phoenixyin13","title":"原来，AIGC视频一直在进步。 她的眼里，已经有了演员无法比拟的故事感…","summary":"Phoenix Yin 在 X 发布 AI 短片片段，强调 AI 角色眼神中的故事感已超越真人演员。该推文为个人作品展示，无具体工具链或工作流细节。","recommendation":"个人创作者分享的 AI 短片片段，主打角色眼神的故事感，视觉师可以拉片看 AI 角色微表情的进步。","href":"./2026-07-01.html#item-cases-5","url":"https://x.com/Phoenixyin13/status/2071869054399205833","tags":["case_study","performance","video_gen"],"entities":[],"gist":"AI角色眼神故事感超越真人演员"},{"id":"2026-07-02-industry-01","date":"2026-07-02","section":"industry","sectionName":"行业与平台","source":"@AnthropicAI","title":"We’ve received notice that the Department of Commerce has…","summary":"Anthropic 官方宣布，美国商务部已解除对 Claude Fable 5 和 Mythos 5 的出口管制，将于明天开始恢复访问权限。这两个模型是 Anthropic 面向创意叙事和影视生成场景的高端模型，此前因出口管制暂停服务。恢复后，AI 影视创作者可重新使用其进行长叙事、角色一致性、风格化视觉生成等任务。","recommendation":"Anthropic 官方确认出口管制解除，Claude Fable 5 和 Mythos 5 明天恢复访问。做 AI 影视和短剧的可以准备接回最强叙事模型了。","href":"./2026-07-02.html#item-industry-1","url":"https://x.com/AnthropicAI/status/2072106151890809341","tags":["industry","video_gen","script"],"entities":["Claude Fable 5","Mythos 5"],"gist":"Anthropic高端模型解除出口管制恢复访问"},{"id":"2026-07-02-industry-02","date":"2026-07-02","section":"industry","sectionName":"行业与平台","source":"@FishAudio","title":"Our best voice model is now free for developers","summary":"FishAudio 宣布其付费级 TTS 模型 S2.1 Pro 免费开放给开发者，提供 83 种语言支持，无硬性用量上限，API 端点不变，开发者只需将模型参数设为 \"s2.1-pro-free\" 即可切换。该模型此前仅限付费 tier 使用，现完全免费。","recommendation":"FishAudio 把付费级 TTS 模型免费开放 API 了，83 语言、无硬性用量限制。做配音、短剧对白、多语言字幕的可以直接切模型名上线，省一笔成本。","href":"./2026-07-02.html#item-industry-2","url":"https://x.com/FishAudio/status/2072319320386883690","tags":["audio_voice","cost_open"],"entities":["FishAudio","S2.1 Pro"],"gist":"FishAudio免费开放TTS模型S2.1 Pro"},{"id":"2026-07-02-industry-03","date":"2026-07-02","section":"industry","sectionName":"行业与平台","source":"@xai","title":"Introducing Voice Agent Builder: a no-code platform to…","summary":"xAI 发布 Voice Agent Builder，零代码平台，基于 Grok Voice 构建类人语音 Agent，定价 0.05 美元/分钟，已开放使用。支持实时对话、自然语音交互，适用于 AI 配音、虚拟角色对话、客服等场景。","recommendation":"xAI 出了个零代码语音 Agent 平台，0.05 美元/分钟，做 AI 配音和虚拟角色对话的可以直接接 API 试一周，省掉自建语音链路的成本。","href":"./2026-07-02.html#item-industry-3","url":"https://x.com/xai/status/2072342803787702422","tags":["audio_voice","agent"],"entities":["Voice Agent Builder","Grok Voice"],"gist":"xAI发布零代码语音Agent平台"},{"id":"2026-07-02-industry-04","date":"2026-07-02","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"RT @c_valenzuelab: Today, we’re announcing a partnership…","summary":"Runway 宣布与 Bertelsmann（贝塔斯曼）集团达成全球合作伙伴关系，Runway 将整合进 Bertelsmann 的全球业务组合中。Bertelsmann 旗下拥有 Fremantle（全球最大独立制片公司之一）、Penguin Random House 等影视与出版资产。合作意味着 Runway 的 AI 视频工具将进入大型传统媒体集团的制作管线。","recommendation":"Runway 跟 Bertelsmann 集团签了全球整合合作，做 AI 短剧和制片的可以关注后续试点项目，看大厂怎么把 AI 工具塞进传统影视制作流程。","href":"./2026-07-02.html#item-industry-4","url":"https://x.com/runwayml/status/2072332384855335067","tags":["industry","video_gen"],"entities":["Runway","Bertelsmann"],"gist":"Runway与贝塔斯曼达成全球合作"},{"id":"2026-07-02-industry-05","date":"2026-07-02","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Introducing Another Big Ad Contest For Products That Don't…","summary":"Runway 宣布举办第二届「不存在产品广告大赛」，提供 7 个创意简报，参赛者需在 4 周内用 AI 工具制作广告短片，总奖金池最高 10 万美元。无客户限制，纯创意导向。","recommendation":"Runway 又办 AI 广告大赛，7 个创意简报、4 周制作期、最高 10 万美元奖金。做 AI 短剧和广告的可以当命题创作练手，顺便冲个奖。","href":"./2026-07-02.html#item-industry-5","url":"https://x.com/runwayml/status/2072346724312498383","tags":["commercial","case_study","ideation"],"entities":["Runway"],"gist":"Runway举办AI广告创作大赛，奖金10万美元"},{"id":"2026-07-02-industry-06","date":"2026-07-02","section":"industry","sectionName":"行业与平台","source":"@ManusAI","title":"Today we're launching Manus for Small Business — a toolkit…","summary":"Manus AI 发布面向小企业和独立创作者的「Manus for Small Business」工具包，包含预置连接器、用例模板和可直接运行的工作流，并计划举办线上实操讲解会。该工具包旨在降低 AI Agent 的部署门槛，让单人团队也能快速搭建自动化流程。","recommendation":"Manus 出了小企业工具包，有现成工作流和连接器，做 AI 短剧或内容工作室的可以看看能不能套进自己的制作管线里省点人力。","href":"./2026-07-02.html#item-industry-6","url":"https://x.com/ManusAI/status/2072410657459470575","tags":["agent","industry","tutorial"],"entities":["Manus"],"gist":"Manus发布小企业AI工具包，含现成工作流"},{"id":"2026-07-02-industry-07","date":"2026-07-02","section":"industry","sectionName":"行业与平台","source":"@elevenlabs","title":"Enterprises in the region can benefit from:","summary":"ElevenLabs 宣布在新加坡和东亚地区提供本地托管服务，支持推理和存储本地化，具备 SOC2 认证和零保留选项，可降低该区域延迟并满足企业级安全合规要求。","recommendation":"ElevenLabs 在新加坡和东亚上线本地托管服务，做 AI 配音和后期制作的团队可以关注延迟和合规优势，尤其有东亚业务需求的值得细看。","href":"./2026-07-02.html#item-industry-7","url":"https://x.com/ElevenLabs/status/2072205371100283007","tags":["audio_voice","industry"],"entities":["ElevenLabs"],"gist":"ElevenLabs在东亚提供本地托管配音服务"},{"id":"2026-07-02-tools-01","date":"2026-07-02","section":"tools","sectionName":"工具与能力","source":"@recraftai","title":"\"Make me a logo for a coffee shop","summary":"Recraft 发布 V4.1 版本，核心能力是 Logo 生成：用户输入一句话需求（如“咖啡店 Logo”），可实时追加“手工感”“更极简”等风格指令，秒出多版方案供选择。官方演示了从初始生成到风格迭代的完整流程。","recommendation":"Recraft V4.1 的 Logo 生成能力，一句话改风格、秒出多版，做视觉和美术的可以当快速出稿工具试试。","href":"./2026-07-02.html#item-tools-1","url":"https://x.com/recraftai/status/2072422891648438578","tags":["image_gen","art_design"],"entities":["Recraft"],"gist":"Recraft V4.1支持一句话生成Logo并实时改风格"},{"id":"2026-07-02-tools-02","date":"2026-07-02","section":"tools","sectionName":"工具与能力","source":"@Google","title":"Gemini Spark is coming to the @GeminiApp for macOS","summary":"Google 为 macOS 版 Gemini App 推出「Gemini Spark」更新，新增自定义 MCP（Model Context Protocol）支持，允许用户构建更个性化的 AI 助手；同时集成 Canva、Dropbox、Instacart 等第三方服务，实现跨应用素材调用与任务自动化。","recommendation":"Gemini 桌面端新增 MCP 协议支持和 Canva/Dropbox 集成，做 AI 工作流编排的可以接上试试，看能不能把素材管理和生成串起来。","href":"./2026-07-02.html#item-tools-2","url":"https://x.com/Google/status/2072409250312425824","tags":["agent","tutorial"],"entities":["Gemini","Canva","Dropbox"],"gist":"Gemini macOS版新增MCP支持与第三方集成"},{"id":"2026-07-02-tools-03","date":"2026-07-02","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"The #1 reason most content never ships","summary":"PixVerse App 上线 Lip-Sync 口型同步功能：上传图片或视频，输入脚本或上传音频即可生成对口型视频，支持内置语音、声音克隆、任意音频文件驱动。面向不想出镜拍摄的创作者，降低视频内容制作门槛。","recommendation":"PixVerse 把口型同步塞进 App 了，做短剧和后期配音的可以直接上传音频或克隆声音生成对口型视频，省掉补拍和手动对嘴的功夫。","href":"./2026-07-02.html#item-tools-3","url":"https://x.com/PixVerse_/status/2072394900923097149","tags":["lipsync","audio_voice","avatar"],"entities":["PixVerse"],"gist":"PixVerse App上线口型同步功能，支持音频驱动"},{"id":"2026-07-02-tools-04","date":"2026-07-02","section":"tools","sectionName":"工具与能力","source":"AIHOT 精选","title":"Cloudflare 推出全新AI流量管理选项：区分搜索、智能体与训练爬虫，保护广告页面","summary":"Cloudflare 推出更精细的 AI 流量管控选项，网站所有者可区分并分别管理搜索爬虫、AI 智能体爬虫和训练爬虫，并新增保护广告变现页面的能力，取代此前的一刀切屏蔽方式。","recommendation":"Cloudflare 把 AI 爬虫管控从一刀切升级到精细分类，做独立站或自建作品展示页的可以装起来用，保护广告变现页面不被白嫖。","href":"./2026-07-02.html#item-tools-4","url":"https://blog.cloudflare.com/content-independence-day-ai-options","tags":["industry","agent"],"entities":["Cloudflare"],"gist":"Cloudflare推出AI爬虫精细管控选项"},{"id":"2026-07-02-tools-05","date":"2026-07-02","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"We got tired of naming our assets Flower_v1_final_final","summary":"FLORA 上线批量重命名功能，用户可自定义命名规则，一次性重命名多个素材文件，解决 AI 创作中素材管理混乱的痛点。","recommendation":"做 AI 视觉和后期的最懂文件命名有多烦，FLORA 这个批量重命名功能直接省掉手动改名的重复劳动，适合素材量大的团队装起来用。","href":"./2026-07-02.html#item-tools-5","url":"https://x.com/floraai/status/2072433072688017555","tags":["tutorial","post_fx"],"entities":["FLORA"],"gist":"FLORA批量重命名素材提升管理效率"},{"id":"2026-07-02-methods-01","date":"2026-07-02","section":"methods","sectionName":"方法与经验","source":"@alibaba_cloud","title":"阿里云Happy Horse助力短片《CLOCKWORKS》获AI电影节亚军","summary":"阿里云 AI 视频工具 Happy Horse 支撑的短片《CLOCKWORKS》在 AI 电影节摩纳哥黑客马拉松获第二名。影片讲述女孩在冰冷齿轮世界中面对压抑的另一个自我，探讨完美与创造力的主题。该片使用 festival-grade AI 工具将原始情感转化为视觉艺术，Happy Horse 是背后的创意引擎。","recommendation":"阿里云 Happy Horse 在 AI 电影节拿奖的案例，做 AI 短剧和视觉的可以拉片看它怎么把「情感」转化成视觉语言，尤其是齿轮世界的风格化处理。","href":"./2026-07-02.html#item-methods-1","url":"https://x.com/alibaba_cloud/status/2072265540618342813","tags":["case_study","film","video_gen"],"entities":["Happy Horse"],"gist":"阿里云Happy Horse助力短片获AI电影节奖"},{"id":"2026-07-02-methods-02","date":"2026-07-02","section":"methods","sectionName":"方法与经验","source":"@nicekate8888","title":"Claude Sonnet 5实测：图像识别、3D建模、网页生成等任务","summary":"个人博主实测 Claude Sonnet 5 Max，展示了三个任务：从复杂图片中识别隐藏物体、根据参考图生成 3D 模型、执行复杂设计任务并反复自检。结论是模型能力强但速度慢、Token 消耗高。","recommendation":"个人实测 Sonnet 5 Max 的 3 个任务，视觉师和 AI 整合者可以看看它在图像识别和 3D 建模上的实际表现，以及那个「慢但能自检」的取舍。","href":"./2026-07-02.html#item-methods-2","url":"https://x.com/nicekate8888/status/2072159763442627003","tags":["tutorial","three_d","image_gen"],"entities":["Claude Sonnet 5"],"gist":"实测Claude Sonnet 5的图像识别与3D建模"},{"id":"2026-07-02-methods-03","date":"2026-07-02","section":"methods","sectionName":"方法与经验","source":"Tomer Tunguz 博客","title":"构建AI智能体应优先设计路由","summary":"VC Tomer Tunguz 提出构建 AI 智能体应优先设计路由（router）而非选择模型。路由分三层：技能分类器（判断任务类型）、路由器（分配模型层级）、模型选择器（选具体模型）。正确路由可使 70-80% 流量运行在免费本地模型或异步推理上，将 AI 开销降低 90%+。Coinbase 通过更好的默认设置、路由和缓存，在 token 使用量增长的同时将 AI 支出减半。","recommendation":"做 AI 短剧批量生产的团队，路由设计能直接砍掉 90% 的 API 开销。技术整合者可以拿这套三层路由框架去搭自己的 Agent 调度层。","href":"./2026-07-02.html#item-methods-3","url":"https://www.tomtunguz.com/ai-execution-routing","tags":["agent","cost_open"],"entities":["Coinbase"],"gist":"构建AI智能体应优先设计路由降成本"},{"id":"2026-07-02-methods-04","date":"2026-07-02","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"RT @tea_story_hoshi: 使えるものは何でも使うシリーズ","summary":"创作者 @tea_story_hoshi 分享使用 Seedance 2 Mini 模型制作视频的工作流：通过让模型分析参考视频，再用 prompt 进行补强，成功生成了前两段视频。该推文为个人工作流分享，展示了 Seedance 2 Mini 在参考视频解析和 prompt 协同方面的实际应用。","recommendation":"Seedance 2 Mini 的参考视频+prompt 补强工作流，做视觉和短剧的可以收藏这个思路，跑一遍看废片率降多少。","href":"./2026-07-02.html#item-methods-4","url":"https://x.com/PixVerse_/status/2072300674399010854","tags":["video_gen","tutorial"],"entities":["Seedance 2 Mini"],"gist":"Seedance 2 Mini参考视频加prompt工作流"},{"id":"2026-07-02-methods-05","date":"2026-07-02","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"His only friend just died","summary":"个人创作者 @CharaspowerAI 分享用 Agent One 协作制作 1 分钟 AI 短片《His only friend just died》的过程，讲述孩子与守护机器人的故事。推文强调最终成片不是重点，与 Agent One 的协作流程才是核心看点。","recommendation":"个人创作者分享用 Agent One 做 AI 短片的完整工作流，做 AI 短剧和编导的可以拉片看人机协作的叙事流程。","href":"./2026-07-02.html#item-methods-5","url":"https://x.com/CharaspowerAI/status/2072379826271580176","tags":["case_study","agent","short_drama","film"],"entities":["Agent One"],"gist":"用Agent One协作制作AI短片的流程分享"},{"id":"2026-07-02-methods-06","date":"2026-07-02","section":"methods","sectionName":"方法与经验","source":"@johnAGI168","title":"Seedance 2.0 参考视频复刻同款视频 上传参考视频一般都是带人脸的直接上传很多过不了审的，其实很简单导入剪映添…","summary":"个人创作者分享 Seedance 2.0 参考视频复刻技巧：上传带人脸的视频过不了审时，先用剪映加局部马赛克特效再上传即可；参考视频建议控制在 10 秒以内效果更佳。","recommendation":"一个绕过 Seedance 2.0 人脸审核的小技巧，做 AI 视频的可以收藏，省得反复被拒。","href":"./2026-07-02.html#item-methods-6","url":"https://x.com/johnAGI168/status/2072335114344734722","tags":["video_gen","tutorial","control"],"entities":["Seedance 2.0","剪映"],"gist":"Seedance 2.0参考视频复刻的过审技巧"},{"id":"2026-07-02-methods-07","date":"2026-07-02","section":"methods","sectionName":"方法与经验","source":"@xiaogaifun","title":"吴恩达三言两语，就把 Loop Engineering 说清楚了。 吴恩达果然厉害…","summary":"博主转述吴恩达 Newsletter 中对 Loop Engineering 的定义，核心观点是让 AI 在循环中自我修正和迭代。但原文仅三言两语，无具体技术细节或工作流案例，属于概念科普性质的二手解读。","recommendation":"吴恩达对 Loop Engineering 的解读，但这是二手转述，信息量有限，做 AI 编程/Agent 的可以跳过，直接看吴恩达原 Newsletter 更高效。","href":"./2026-07-02.html#item-methods-7","url":"https://x.com/xiaogaifun/status/2072272278830842185","tags":["agent","tutorial"],"entities":[],"gist":"吴恩达解读Loop Engineering概念"},{"id":"2026-07-02-works-01","date":"2026-07-02","section":"cases","sectionName":"作品与案例","source":"@topazlabs","title":"Dark Paradise is an 82-minute AI-generated thriller created…","summary":"Topaz Labs 官推介绍《Dark Paradise》，一部 82 分钟 AI 生成惊悚长片，由单人创作者独立完成，目标达到现代观影标准。推文附幕后制作链接。","recommendation":"单人用 AI 做出 82 分钟长片，做 AI 短剧和长片的可以点开幕后看看工作流和成本结构，这是目前最接近「单人电影」的样本。","href":"./2026-07-02.html#item-cases-1","url":"https://x.com/topazlabs/status/2072418453475013001","tags":["film","case_study","video_gen"],"entities":["Topaz Labs"],"gist":"单人用AI制作82分钟长片案例"},{"id":"2026-07-02-works-02","date":"2026-07-02","section":"cases","sectionName":"作品与案例","source":"@PJaccetturo","title":"好莱坞制片厂认为我们这样做是疯了。 我们现在每周推出剧集，同时开始制作一部完整长度的故事片…","summary":"创作者 PJ Ace 宣布其 AI 剧集《Nexus》保持周更，同时已启动一部长片制作。推文无具体技术细节或工作流信息，核心信息是个人创作者在同时推进周更剧集和长片两个项目。","recommendation":"个人创作者在同时推进周更剧集和长片，做 AI 短剧和系列化的可以看看这个节奏和产能是怎么跑的。","href":"./2026-07-02.html#item-cases-2","url":"https://x.com/PJaccetturo/status/2072296663763570737","tags":["short_drama","film","case_study"],"entities":["Nexus"],"gist":"个人创作者周更AI剧集并启动长片"},{"id":"2026-07-02-works-03","date":"2026-07-02","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"Watch the take become the world","summary":"LumaLabs 官方发布一段 AI 短片 demo：左侧绿幕实拍人物动作，右侧 AI 生成开阔海景，同一套运动数据驱动两边画面，展示 Luma 模型在绿幕替换场景下的运动匹配与光影融合能力。","recommendation":"Luma 官方号发的绿幕替换 demo，视觉师和后期可以拉片看运动匹配和光影融合的质感，当个参考案例存着。","href":"./2026-07-02.html#item-cases-3","url":"https://x.com/LumaLabsAI/status/2072347094724075905","tags":["video_gen","post_fx","case_study"],"entities":["Luma"],"gist":"Luma绿幕替换场景的运动匹配演示"},{"id":"2026-07-02-works-04","date":"2026-07-02","section":"cases","sectionName":"作品与案例","source":"@0427SMtieshou","title":"西游记真的可以重拍了！！！ 这才是真正的西游记！！！ AI版西游记大合集来了！！！ 128 105 808","summary":"个人创作者「铁手」发布的 AI 版西游记合集，包含多个 AI 生成的西游记主题短片片段，主打古风神话视觉风格和角色形象一致性。","recommendation":"AI 版西游记合集，视觉师和短剧团队可以拉片看角色一致性和古风场景的 AI 处理方式。","href":"./2026-07-02.html#item-cases-4","url":"https://x.com/0427SMtieshou/status/2072138120548520325","tags":["case_study","consistency","animation","art_design"],"entities":[],"gist":"AI版西游记合集展示角色一致性与古风视觉"},{"id":"2026-07-02-works-05","date":"2026-07-02","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"RT @challenger_ND: 【EARTH'S GIFT】","summary":"PixVerse 官方 X 账号转发创作者 @challenger_ND 的 AI 短片《EARTH'S GIFT》，讲述曾梦想太空的少年在旅途中经历意外相遇与奇迹。短片为日系幻想风格，主题偏治愈冒险，视觉上以太空、星球、少年与神秘生物为核心元素。","recommendation":"PixVerse 官号转发的 AI 短片，太空少年主题，视觉风格偏日系幻想，做 AI 动画短片的可以拉片看场景氛围和角色一致性处理。","href":"./2026-07-02.html#item-cases-5","url":"https://x.com/PixVerse_/status/2072294750850605146","tags":["case_study","animation","consistency","film"],"entities":["PixVerse"],"gist":"PixVerse转发日系幻想AI短片《EARTH'S GIFT》"},{"id":"2026-07-02-works-06","date":"2026-07-02","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"恐怖世界 第4集 卢德王【AI全民制作人】","summary":"B 站 UP 主「AI全民制作人」的原创 AI 动画短片系列《恐怖世界》第四集《卢德王》，本集侧重世界观介绍。作者自述单人制作、积分成本压力大，需打工赚积分维持创作。系列同世界观第二部短片也在筹备中。","recommendation":"个人创作者独立完成的 AI 动画系列第四集，做 AI 短剧的可以看看个人创作者在有限资源下怎么维持系列产出和世界观构建。","href":"./2026-07-02.html#item-cases-6","url":"https://www.bilibili.com/video/BV1yZKo6HE2W","tags":["case_study","short_drama","animation","industry"],"entities":[],"gist":"个人创作者AI动画系列《恐怖世界》第四集"},{"id":"2026-07-02-works-07","date":"2026-07-02","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"毒雨灭世：我有系统无限囤积物资第十六集【AI全民制作人】","summary":"B站作者「小新JOJO」的 AI 短剧系列《毒雨灭世：我有系统无限囤积物资》第十六集，末世囤积流题材，AI 短剧系列化作品。","recommendation":"AI 短剧系列第十六集，做 AI 短剧的可以拉片看系列化叙事和角色一致性保持，囤积流题材在 AI 短剧里算常见类型。","href":"./2026-07-02.html#item-cases-7","url":"https://www.bilibili.com/video/BV1EiKS6WE6z","tags":["case_study","short_drama","consistency"],"entities":[],"gist":"AI短剧《毒雨灭世》第十六集系列化叙事"},{"id":"2026-07-03-industry-01","date":"2026-07-03","section":"industry","sectionName":"行业与平台","source":"公众号：可灵AI（快手·视频）","title":"可灵AI广告斩获戛纳金狮：两部作品获1银2铜","summary":"戛纳国际创意节今年首设AI Craft子赛道，两部使用可灵AI生成的广告获奖：《L'Ultimo Uomo Reale》获Classic单元Film银奖及Craft单元Film铜奖，《Lorem Ipsum》获Classic单元Film铜奖。前者为二手奢侈品平台The RealReal的愚人节广告，几乎全由AI生成，仅手提包为实拍，展现人物一致性和复杂视觉奇观；后者由Purga Films制作，全片角色用拉丁文假文对话，风格迥异但情绪推进精准。两部作品标志可灵已产出商业交付级广告，获全球最高级别广告创意殿堂认可。","recommendation":"可灵AI广告拿下戛纳银狮铜狮，这是AI生成内容首次在最高级别广告创意奖上被认可。做AI短剧和广告的可以拉片看角色一致性和视觉奇观怎么落地，制片人重点看商业交付级案例的参考价值。","href":"./2026-07-03.html#item-industry-1","url":"https://mp.weixin.qq.com/s/3yZDEheYDnGrveMN5jN2TQ","tags":["case_study","commercial","consistency","video_gen"],"entities":["可灵"],"gist":"可灵AI广告获戛纳银狮铜狮商业案例"},{"id":"2026-07-03-industry-02","date":"2026-07-03","section":"industry","sectionName":"行业与平台","source":"@HeyGen","title":"Keyframes, now open sourced in HyperFrames","summary":"HeyGen 开源了其专业级关键帧系统 HyperFrames，将原本在 AE 等工具中的关键帧编辑能力转化为代码形式，支持 npx hyperframes keyframes 命令行调用。系统兼顾初学者易用性和 AE 专业级深度，Agent 可自动识别运动问题并一键修复。适用于 AI 动画、动态图形、后期合成等场景，降低关键帧操作门槛。","recommendation":"HeyGen 把专业级关键帧系统开源成代码工具，后期和视觉师可以直接用命令行调运动曲线，省掉 AE 里手动 K 帧的重复劳动。","href":"./2026-07-03.html#item-industry-2","url":"https://x.com/HeyGen/status/2072727079855247508","tags":["tutorial","control","cost_open","post_fx"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen开源关键帧系统HyperFrames降低门槛"},{"id":"2026-07-03-industry-03","date":"2026-07-03","section":"industry","sectionName":"行业与平台","source":"@umesh_ai","title":"Did you know","summary":"Kling 3.0 和 Kling 3.0 Omni 成为 Adobe Firefly 的合作伙伴模型，已集成至 Firefly Boards。用户可在 Firefly 内直接调用 Kling 生成视频片段，并查看完整工作流（不仅是最终成片）。该推文强调 Kling 在镜头间的一致性表现是核心价值。","recommendation":"Kling 3.0 进了 Adobe Firefly 的合作伙伴模型库，可以直接在 Firefly 里生成并看到工作流，不只是看成片。做视觉和短剧的可以试试这个链路，省掉来回导素材的麻烦。","href":"./2026-07-03.html#item-industry-3","url":"https://x.com/umesh_ai/status/2072715467182227891","tags":["video_gen","consistency","agent"],"entities":["Kling 3.0","Kling 3.0 Omni","Adobe Firefly","Firefly Boards"],"gist":"Kling 3.0 集成至 Adobe Firefly，强调镜头一致性"},{"id":"2026-07-03-industry-04","date":"2026-07-03","section":"industry","sectionName":"行业与平台","source":"TechCrunch AI","title":"Meta quietly launches vibe-coded gaming app Pocket","summary":"Meta 低调上线实验性 AI 应用 Pocket，用户通过文字提示即可生成并分享互动小游戏。该应用目前处于早期测试阶段，未大范围推广。对 AI 短剧和互动叙事创作者来说，这是一个值得关注的轻量级工具，可用于快速原型验证和互动内容实验。","recommendation":"Meta 低调上线了一个用文字生成互动小游戏的 AI 应用，做短剧和互动叙事的可以下载试试，看文本到游戏逻辑的转化能力到了什么程度。","href":"./2026-07-03.html#item-industry-4","url":"https://techcrunch.com/2026/07/02/meta-quietly-launches-vibe-coded-gaming-app-pocket/","tags":["agent","ideation","short_drama"],"entities":["Pocket"],"gist":"Meta 推出文字生成互动小游戏的 AI 应用 Pocket"},{"id":"2026-07-03-industry-05","date":"2026-07-03","section":"industry","sectionName":"行业与平台","source":"@1YES_yes1","title":"苹果Mac用户终于等到了 FluidVoice一天涨572星，总星破5500…","summary":"开源 macOS AI 听写工具 FluidVoice 在 GitHub 上一天涨星 572，总星数破 5500。核心功能包括 40+ 语言的本地听写转录、语音操控 Mac 的 Command Mode，以及写作辅助。完全本地运行，无需联网，对标收费竞品 Wispr Flow。","recommendation":"Mac 用户做后期配音的可以装起来用，本地运行不联网，语音操控 Mac 写字幕脚本都省了切窗口。","href":"./2026-07-03.html#item-industry-5","url":"https://x.com/1YES_yes1/status/2072512142876840017","tags":["subtitle","audio_voice","cost_open"],"entities":["FluidVoice","Wispr Flow"],"gist":"开源本地 macOS 听写工具 FluidVoice 走红"},{"id":"2026-07-03-industry-06","date":"2026-07-03","section":"industry","sectionName":"行业与平台","source":"@krea_ai","title":"thanks to the Thinking Machines team, we used Tinker to…","summary":"Krea AI 官方推文感谢 Thinking Machines 团队，透露其使用 Tinker 工具来原型化 reward model 并通过强化学习训练 prompt expander。推文指向一份详细的技术报告，涵盖 Krea 2 背后的数据、架构和训练方法。","recommendation":"Krea 2 训练细节公开，技术整合者可以点开技术报告看 reward model 和 prompt expander 的具体架构。","href":"./2026-07-03.html#item-industry-6","url":"https://x.com/krea_ai/status/2072766343888392449","tags":["prompt","tutorial","agent"],"entities":["Krea AI","Tinker"],"gist":"Krea 2 公开训练细节，含 reward model 与 prompt ex"},{"id":"2026-07-03-industry-07","date":"2026-07-03","section":"industry","sectionName":"行业与平台","source":"@WonderStudiosX","title":"The Wonder TV July Collection is live","summary":"Wonder Studios 发布七月精选 AI 电影人作品集，每月从社区中挑选 5 位创作者的作品进行展示，不依赖算法和粉丝数，观众可直接通过链接支持创作者。该平台为 AI 电影人提供了一个去中心化的作品曝光和变现渠道。","recommendation":"AI 电影人月度作品集上线，每月精选 5 位创作者，不看粉丝数只看作品质量。做 AI 短剧和短片的可以关注这个平台，看看入选作品的水准和风格趋势。","href":"./2026-07-03.html#item-industry-7","url":"https://x.com/WonderStudiosX/status/2072754858654912525","tags":["case_study","film","short_drama"],"entities":["Wonder Studios"],"gist":"Wonder Studios 发布七月 AI 电影人精选作品集"},{"id":"2026-07-03-tools-01","date":"2026-07-03","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Introducing Agent Skills","summary":"Runway 为 Agent 新增 Agent Skills 功能，支持通过斜杠指令（/）调用预设技能，包括创建广告活动、制作商业广告、本地化广告等，Agent 自动执行任务，实现营销素材的规模化生产。","recommendation":"Runway 把广告制作拆成可调度的 Agent 技能，做短剧和商业项目的可以试试用指令批量跑广告变体和本地化版本，省掉重复剪辑的人力。","href":"./2026-07-03.html#item-tools-1","url":"https://x.com/runwayml/status/2072772845478769058","tags":["agent","commercial","video_gen"],"entities":["Runway"],"gist":"Runway Agent 新增 Skills 支持广告批量制作"},{"id":"2026-07-03-tools-02","date":"2026-07-03","section":"tools","sectionName":"工具与能力","source":"@Blackmagic_News","title":"DaVinci Resolve 21","summary":"Blackmagic Design 发布 DaVinci Resolve 21.0.2 更新，主要改进包括：更快的图像旁路切换、NVIDIA GPU 上 H.265 回放性能提升、检查器中文字显示优化等。已开放免费下载。","recommendation":"DaVinci Resolve 21.0.2 小版本更新，主要优化了 H.265 在 NVIDIA 显卡上的回放性能。后期和剪辑师直接更新就行，不用犹豫。","href":"./2026-07-03.html#item-tools-2","url":"https://x.com/Blackmagic_News/status/2072513689312530481","tags":["post_fx","editing","tutorial"],"entities":["DaVinci Resolve 21"],"gist":"DaVinci Resolve 21.0.2更新优化H.265回放性能"},{"id":"2026-07-03-tools-03","date":"2026-07-03","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"Everything is better in blocks","summary":"Pika Labs 推出新功能 Voxel-It Skill，可将任意照片转换为 Minecraft 风格方块世界，支持仅背景/仅物体/两者同时方块化，人物保持真人形态不变。适用于风格化场景生成、概念图快速产出、短视频视觉包装等场景。","recommendation":"Pika 新技能一键把照片变 Minecraft 风格世界，人物保持真人。做视觉/美术的可以当风格化素材生成器用，后期也能拿来快速出场景概念图。","href":"./2026-07-03.html#item-tools-3","url":"https://x.com/pika_labs/status/2072767395832500655","tags":["image_gen","art_design","video_gen"],"entities":["Pika","Voxel-It Skill"],"gist":"Pika新功能将照片转为Minecraft风格方块世界"},{"id":"2026-07-03-tools-04","date":"2026-07-03","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"RT @elevenmusic_io: Introducing Tools on ElevenMusic…","summary":"ElevenLabs 旗下 ElevenMusic 上线三款专用音乐工具：Voice to Song（人声转歌曲）、Remix（重混已有曲目）、Extend（延长/发展音乐片段），均为独立功能模块，面向音乐创作和后期制作场景。","recommendation":"ElevenLabs 给音乐生成加了三个专用工具，做后期和声音设计的可以直接上手试 Voice to Song 和 Remix 的质感。","href":"./2026-07-03.html#item-tools-4","url":"https://x.com/ElevenLabs/status/2072680116753211454","tags":["audio_music","audio_voice","audio_sfx"],"entities":["ElevenMusic","ElevenLabs"],"gist":"ElevenMusic推出人声转歌曲、重混和延长工具"},{"id":"2026-07-03-tools-05","date":"2026-07-03","section":"tools","sectionName":"工具与能力","source":"@xai","title":"Grok Build is now installed in Railway sandboxes","summary":"xAI 官方宣布 Grok Build 已集成至 Railway 沙箱环境，开发者可直接在 Railway 内调用 Grok 进行 AI 编程和原型构建，无需额外配置环境。","recommendation":"Grok Build 进了 Railway 沙箱，搞 AI 编程和自动化工作流的可以直接在 Railway 里调 Grok 跑原型，省掉自己搭环境的功夫。","href":"./2026-07-03.html#item-tools-5","url":"https://x.com/xai/status/2072738598663946648","tags":["agent","cost_open","tutorial"],"entities":["Grok Build","Railway"],"gist":"Grok Build集成至Railway沙箱便于AI编程"},{"id":"2026-07-03-tools-06","date":"2026-07-03","section":"tools","sectionName":"工具与能力","source":"@maxescu","title":"You can literally create full ads in Slack","summary":"Arcads 通过 MCP 协议将广告生成能力接入 Slack，用户只需在聊天窗口与 Claude 对话即可完成从文案到成片的广告制作，无需切换工具。该能力面向营销团队，但工作流模式对 AI 短剧和内容批量生产团队有参考价值：将 AI 生成工具嵌入日常协作平台，降低使用门槛。","recommendation":"在 Slack 里跟 Claude 聊天就能生成完整广告，做短剧和营销内容的制片人可以看看这个 MCP 工具怎么嵌入团队协作流。","href":"./2026-07-03.html#item-tools-6","url":"https://x.com/maxescu/status/2072658877338791941","tags":["commercial","agent","short_drama"],"entities":["Arcads","MCP","Claude"],"gist":"Arcads通过MCP在Slack中生成完整广告"},{"id":"2026-07-03-tools-07","date":"2026-07-03","section":"tools","sectionName":"工具与能力","source":"Claude","title":"Claude Enterprise 新增用量与成本分析及支出管控功能","summary":"Claude Enterprise 新增仪表板，可按群组和用户分析用量与成本，支持按 SCIM 群组筛选，展示制品创建、文件编辑、技能和连接器对应的成本。Claude Code 管理控制台新增\"使用量\"和\"价值\"选项卡，分别显示活跃开发者、会话次数、常用命令，以及生产力提升估算、每次提交成本和年度价值估算。分析聊天支持自然语言查询并返回可导出图表。Analytics API 可将数据接入 Datadog Cloud Cost Management 和 CloudZero。管理员可设置模型默认和权限控制，并配置组织级支出限额的 75%、90% 告警通知；用户在 75% 和 95% 时收到应用内提醒。Admin API 支持自动审批额度增加、标记接近限额用户及快速变化的用量。","recommendation":"Claude Enterprise 终于补上了用量分析和成本管控，制片人和技术整合者可以看看怎么把 AI 工具支出纳入项目预算管理。","href":"./2026-07-03.html#item-tools-7","url":"https://claude.com/blog/giving-admins-more-visibility-and-control-over-claude-usage-and-spend","tags":["industry","agent","cost_open"],"entities":["Claude Enterprise","Claude Code"],"gist":"Claude Enterprise新增用量分析与成本管控功能"},{"id":"2026-07-03-tools-08","date":"2026-07-03","section":"tools","sectionName":"工具与能力","source":"@Skywork_ai","title":"Introducing Skywork Tags: a new way for teams to…","summary":"Skywork 推出 Tags 功能，允许 AI 助手以团队成员身份加入 Slack、飞书、Discord、Telegram 等协作平台，可指定频道和上下文，通过 @Skywork 直接委派任务，提升团队协作效率。","recommendation":"Skywork 把 AI 助手塞进 Slack/飞书/Discord/Telegram 当团队成员，做 AI 短剧或视觉项目的团队可以试试用它管任务流和上下文，省掉切窗口的麻烦。","href":"./2026-07-03.html#item-tools-8","url":"https://x.com/Skywork_ai/status/2072670159169630356","tags":["agent","industry"],"entities":["Skywork"],"gist":"Skywork Tags 让 AI 助手加入协作平台管理任务"},{"id":"2026-07-03-methods-01","date":"2026-07-03","section":"methods","sectionName":"方法与经验","source":"@EHuanglu","title":"seedance 2","summary":"创作者 @EHuanglu 演示 Seedance 2.0 4K 生成能力，并展示其直接集成到 CapCut 时间线的工作流：在 CapCut 内完成 AI 视频生成、剪辑、调色、添加特效，无需切换软件。该推文附有详细操作链接，将 AI 视频生成与后期制作合并为单一工具链。","recommendation":"Seedance 2.0 4K 直接嵌入 CapCut 时间线，剪辑、调色、特效一条龙。做 AI 短剧和后期的一键收藏，看工作流怎么把生成和后期合在一个软件里跑通。","href":"./2026-07-03.html#item-methods-1","url":"https://x.com/EHuanglu/status/2072724511884292524","tags":["video_gen","editing","post_fx","color"],"entities":["Seedance 2.0","CapCut"],"gist":"Seedance 2.0 集成 CapCut 实现生成剪辑调色一体化"},{"id":"2026-07-03-methods-02","date":"2026-07-03","section":"methods","sectionName":"方法与经验","source":"@shao__meng","title":"browser-use 发布开源 AI 视频剪辑 Skill「video-use」","summary":"browser-use 团队发布开源 AI 视频剪辑 Skill「video-use」，专为 Codex、Claude Code 等 AI 编码智能体设计。流水线：ElevenLabs Scribe 转写音频为 12KB 文本（含逐词时间戳、说话人分离），仅在决策点调用 timeline_view.py 生成 PNG 帧图，输出 JSON 格式 EDL，经 ffmpeg 渲染及最多 3 轮自评估。渲染细节包括分段提取、-c copy 拼接、30ms 音频淡入淡出、PTS 时移、字幕最后叠加、HDR 自动映射、竖屏缩放、两-pass loudnorm。动画支持 HyperFrames、Remotion、Manim 等引擎，附带 12 条硬规则确保生产正确性。","recommendation":"AI 后期和短剧团队可以直接把这条工作流装进 Codex 或 Claude Code 跑一遍，从音频转写到自动出片全自动化，省掉手动剪辑的重复劳动。","href":"./2026-07-03.html#item-methods-2","url":"https://x.com/shao__meng/status/2072644710523691110","tags":["agent","editing","subtitle","audio_voice"],"entities":["browser-use","video-use","Codex","Claude Code","ElevenLabs Scribe"],"gist":"开源 video-use Skill 实现 AI 自动剪辑工作流"},{"id":"2026-07-03-methods-03","date":"2026-07-03","section":"methods","sectionName":"方法与经验","source":"@Kling_ai","title":"可灵AI广告片获戛纳狮子奖铜奖","summary":"可灵AI官方宣布，其生成的广告片《Lorem Ipsum》获戛纳狮子奖电影类B2B铜奖。该片由阿根廷Purga Films制作，片中角色全程使用无意义占位词\"Lorem Ipsum\"对话，但情感表达依然强烈。全片通过Kling AI生成，涵盖多种风格和世界，展示了可灵在表演一致性、情感深度和电影级控制上的能力。","recommendation":"可灵AI生成的广告片拿了戛纳狮子奖铜奖，全片用无意义占位词对话但情感到位。做AI短剧和视觉的可以拉片看表演一致性和情感控制怎么用AI实现。","href":"./2026-07-03.html#item-methods-3","url":"https://x.com/Kling_ai/status/2072634527235596375","tags":["case_study","commercial","consistency","performance"],"entities":["可灵","Kling AI"],"gist":"可灵 AI 广告片获戛纳狮子奖展示表演一致性"},{"id":"2026-07-03-methods-04","date":"2026-07-03","section":"methods","sectionName":"方法与经验","source":"@shao__meng","title":"Emil Kowalski 发布设计工程师 Skills，让 AI 编码工具具备 UI 动画审美","summary":"Emil Kowalski 将多年 UI/动画原则沉淀为三个 Skill，可注入 Codex、Claude Code、Cursor 等 AI 编码工具。核心规则包括：动画必须有理由；高频操作禁用动画；UI 动画控制在 300ms 内；只动画 transform 和 opacity；入口从 scale（0.95）+opacity：0 开始；尊重 prefers-reduced-motion。review-animations 输出 Before/After/Why 表格审查动画代码。animation-vocabulary 将模糊描述转为专业动效术语。","recommendation":"做 AI 后期和 UI 动效的可以直接把这三条规则写进 Codex/Claude Code 的 prompt 里，省去反复调动画参数的时间。","href":"./2026-07-03.html#item-methods-4","url":"https://x.com/shao__meng/status/2072484635955900792","tags":["agent","animation","tutorial"],"entities":["Codex","Claude Code","Cursor"],"gist":"设计工程师 Skills 为 AI 编码工具注入 UI 动画审美"},{"id":"2026-07-03-methods-05","date":"2026-07-03","section":"methods","sectionName":"方法与经验","source":"@recraftai","title":"Soft distortions, layered motion blur, liquid reflections…","summary":"Recraft 官方展示 V4.1 模型在时尚视觉特效上的生成能力，包括柔焦畸变、多层动态模糊、液体反射、重影轮廓等效果，这些通常需要后期合成的效果现在可直接生成。推文附有 prompt 链接供复现。","recommendation":"Recraft V4.1 直接出柔焦、动态模糊、液体反射这些时尚片后期特效，视觉师和后期可以点开链接抄 prompt 模板。","href":"./2026-07-03.html#item-methods-5","url":"https://x.com/recraftai/status/2072599378246640100","tags":["image_gen","post_fx","art_design"],"entities":["Recraft V4.1"],"gist":"Recraft V4.1 直接生成时尚片后期特效效果"},{"id":"2026-07-03-methods-06","date":"2026-07-03","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"What if the deliverable wasn't a brand book, but the…","summary":"设计公司 Base Design 使用 FLORA 的 AI 工作流，将品牌交付物从静态手册转变为可迭代的生成式工作流。该流程可在数秒内探索 Logo、配色、标题和版式方案，覆盖从创意构思到系统搭建再到部署投放的全链路，并支持品牌视觉的持续演化。","recommendation":"Base Design 用 FLORA 把品牌手册变成可迭代的工作流，从 Logo 到版式到投放素材一个工具跑通。做品牌视觉和美术总设的可以看看这套思路怎么落地。","href":"./2026-07-03.html#item-methods-6","url":"https://x.com/floraai/status/2072768792065622496","tags":["art_design","agent","ideation","case_study"],"entities":["FLORA"],"gist":"Base Design用FLORA将品牌手册转为生成式工作流"},{"id":"2026-07-03-methods-07","date":"2026-07-03","section":"methods","sectionName":"方法与经验","source":"@topazlabs","title":"“Topaz is the only tool I know that can revive them","summary":"Topaz Labs 官方发布纪录片导演 Robert Stone 的案例分享，他从业四十年经历多次格式转型，指出 16mm 胶片衰退期到高清数字拍摄兴起之间存在一段影像质量低谷，Topaz 是他所知唯一能修复这批素材的工具。具体修复效果和案例细节需查看链接原文。","recommendation":"纪录片导演 Robert Stone 谈 Topaz 是唯一能修复 16mm 胶片衰退期影像的工具，做后期修复和调色的可以点开看具体案例和效果对比。","href":"./2026-07-03.html#item-methods-7","url":"https://x.com/topazlabs/status/2072793601646420188","tags":["post_fx","case_study"],"entities":["Topaz"],"gist":"Topaz修复16mm胶片衰退期影像案例"},{"id":"2026-07-03-methods-08","date":"2026-07-03","section":"methods","sectionName":"方法与经验","source":"@nicekate8888","title":"保姆级教程：Grok CLI + Goal 实战，Composer 2","summary":"教程演示用 Grok CLI + Goal 搭建全栈 AI 声音工作室，核心调用 Fish Audio 免费 TTS API，支持多角色配音、音色锁定、批量生成和合并下载，后端集成 DeepSeek。后期和短剧团队可复现这套多角色配音工作流，技术整合者也可参考 Grok CLI 搭全栈的工程思路。","recommendation":"后期和短剧团队可以照着搭一套多角色配音工作流，音色锁定和批量生成是刚需，Grok CLI 搭全栈的玩法也值得技术整合者参考。","href":"./2026-07-03.html#item-methods-8","url":"https://x.com/nicekate8888/status/2072714659757703285","tags":["audio_voice","tutorial","agent"],"entities":["Grok CLI","Goal","Fish Audio","DeepSeek"],"gist":"Grok CLI+Goal搭建多角色配音工作流教程"},{"id":"2026-07-03-methods-09","date":"2026-07-03","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"RT @AllaAisling: Prompt Studio: Waterfall with Seedance 2","summary":"PixVerse 用户 @AllaAisling 分享用 Seedance 2.0 在 PixVerse 中生成瀑布镜头的 Prompt Studio 示例，展示镜头从瀑布上方坠落穿越水幕的运镜效果。","recommendation":"PixVerse 里用 Seedance 2.0 跑瀑布镜头，做视觉和镜头设计的可以点开看 prompt 和出片质感。","href":"./2026-07-03.html#item-methods-9","url":"https://x.com/PixVerse_/status/2072537422559367593","tags":["video_gen","prompt","camera"],"entities":["PixVerse","Seedance 2.0"],"gist":"PixVerse用Seedance 2.0生成瀑布运镜镜头"},{"id":"2026-07-03-methods-10","date":"2026-07-03","section":"methods","sectionName":"方法与经验","source":"@aziz4ai","title":"GPT IMAGE 2 Prompt: Aura Field Ads","summary":"推文分享了一个 GPT Image 2 的 prompt 技巧：将产品（如食品、香水、耳机等）的卖点（味道、香气、音质、舒适度等）视觉化为围绕产品的可见能量场/光环，用于广告海报设计。prompt 在评论区链接中。","recommendation":"一个 GPT Image 2 的 prompt 技巧，把产品卖点视觉化成能量场。视觉师和美术指导可以直接套用这个 prompt 结构做产品海报或 KV。","href":"./2026-07-03.html#item-methods-10","url":"https://x.com/aziz4ai/status/2072606903683670040","tags":["image_gen","prompt","commercial"],"entities":["GPT Image 2"],"gist":"GPT Image 2将产品卖点视觉化为能量场广告"},{"id":"2026-07-03-works-01","date":"2026-07-03","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"From a single grey-model motion clip to a cinematic 4K…","summary":"PixVerse 官方发布一条 AI 僵尸题材短片，使用 Seedance 2.0 模型制作：从单张灰度参考图生成角色外观，从 3D 参考动作驱动角色运动，跨镜头保持环境一致性，最终输出 4K 画质。展示了从单一素材到完整电影级场景的端到端工作流。","recommendation":"PixVerse 官方用 Seedance 2.0 跑的一条完整僵尸短片，从单帧参考图到 4K 成片，角色、动作、环境一致性都稳。做 AI 短剧和视觉开发的可以直接拉片看工作流怎么落地。","href":"./2026-07-03.html#item-cases-1","url":"https://x.com/PixVerse_/status/2072651500430786648","tags":["video_gen","consistency","three_d","case_study"],"entities":["PixVerse","Seedance 2.0"],"gist":"Seedance 2.0从灰度参考图生成4K僵尸短片"},{"id":"2026-07-03-works-02","date":"2026-07-03","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"RT @DrSadek_: Beneath the Dragon’s Shadow Part I 🐉","summary":"个人创作者 DrSadek_ 用 PixVerse 制作的奇幻短片《Beneath the Dragon's Shadow Part I》，定位为短篇电影测试作品，非长篇巨制。","recommendation":"个人创作者用 PixVerse 做的奇幻短片，视觉师和编导可以拉片看 AI 在幻想题材上的镜头和氛围处理。","href":"./2026-07-03.html#item-cases-2","url":"https://x.com/PixVerse_/status/2072280379772502454","tags":["film","case_study","video_gen"],"entities":["PixVerse"],"gist":"个人用PixVerse制作奇幻短片测试作品"},{"id":"2026-07-03-works-03","date":"2026-07-03","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"个人原创AI剧集《渡厄司》先行预告片","summary":"小红书作者「零号渡鸦」的个人原创 AI 剧集《渡厄司》先行预告片，点赞 2.9 万。个人创作者作品，题材和视觉风格需查看原视频确认。","recommendation":"个人创作者 AI 剧集预告片，点赞近 3 万，做 AI 短剧的可以点进去看看视觉风格和题材定位。","href":"./2026-07-03.html#item-cases-3","url":"https://www.xiaohongshu.com/explore/6a3e7c33000000001603ff2d","tags":["short_drama","case_study"],"entities":[],"gist":"个人原创AI剧集预告片获高赞"},{"id":"2026-07-03-works-04","date":"2026-07-03","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"RT @DreamLabLA: It started with a strange idea: a planet…","summary":"LumaLabsAI 转发 DreamLabLA 的 AI 短片，讲述一个活体星球与魔力持有者签订契约的故事。短片主打奇幻视觉风格，星球拟人化角色是核心看点。","recommendation":"AI 短片新作，视觉师和编导可以拉片看星球拟人化的视觉风格和角色一致性处理。","href":"./2026-07-03.html#item-cases-4","url":"https://x.com/LumaLabsAI/status/2072800815421456392","tags":["film","case_study","consistency"],"entities":["LumaLabsAI"],"gist":"AI短片展示星球拟人化视觉与一致性"},{"id":"2026-07-03-works-05","date":"2026-07-03","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"3D建模+AI渲染，这质感太可以了","summary":"小红书作者 ANUO 发布 AI 视频作品，标题为「3D建模+AI渲染，这质感太可以了」，点赞 117。作品结合 3D 建模与 AI 渲染技术，视觉质感是主要看点。","recommendation":"小红书作者 ANUO 的 3D+AI 渲染作品，视觉师可以点开看看质感处理，当风格参考。","href":"./2026-07-03.html#item-cases-5","url":"https://www.xiaohongshu.com/explore/6a3de71c000000000f006a07","tags":["three_d","case_study","video_gen"],"entities":[],"gist":"3D建模加AI渲染作品展示质感"},{"id":"2026-07-04-industry-01","date":"2026-07-04","section":"industry","sectionName":"行业与平台","source":"@ViduAI_official","title":"Vidu S1，全球最先进的实时 AI 交互模型 Vidu S1 开启了实时交互视频的新时代…","summary":"Vidu AI 发布 S1 实时交互模型，核心能力是语音驱动的角色实时行为生成，超越传统唇形同步，角色可理解、反应并自然回应。该模型面向实时交互视频场景，适用于 AI 短剧、虚拟角色对话、直播互动等需要低延迟角色反馈的创作场景。","recommendation":"Vidu 官宣实时交互模型 S1，语音驱动角色实时行为生成，做 AI 短剧和虚拟角色对话的可以直接接 API 测交互延迟和自然度。","href":"./2026-07-04.html#item-industry-1","url":"https://x.com/ViduAI_official/status/2073028995520897464","tags":["video_gen","lipsync","agent"],"entities":["Vidu S1"],"gist":"Vidu S1实时交互模型支持语音驱动角色"},{"id":"2026-07-04-industry-02","date":"2026-07-04","section":"industry","sectionName":"行业与平台","source":"Google DeepMind Blog","title":"Google DeepMind and A24 announce first-of-its-kind research…","summary":"Google DeepMind 与独立电影公司 A24 宣布首次研究合作，具体合作方向、项目细节或时间表尚未公开。这是顶级 AI 研究机构与头部独立电影厂牌的直接联手，信号意义大于实质信息。","recommendation":"Google DeepMind 和 A24 搞了个研究合作，具体做什么还没说，但 A24 的审美底子加上 DeepMind 的技术，做 AI 叙事和短剧的可以蹲后续看能产出什么新玩法。","href":"./2026-07-04.html#item-industry-2","url":"https://deepmind.google/blog/google-deepmind-and-a24-announce-first-of-its-kind-research-partnership/","tags":["industry","film"],"entities":["Google DeepMind","A24"],"gist":"DeepMind与A24宣布研究合作"},{"id":"2026-07-04-industry-03","date":"2026-07-04","section":"industry","sectionName":"行业与平台","source":"@xiaohu","title":"Browser Use 发布其 CLI 3.0 它可以作为 skill 装进 Claude Code、Codex…","summary":"Browser Use 发布 CLI 3.0 版本，核心升级包括体积缩小 6 倍、token 消耗更低。该工具可作为 skill 集成到 Claude Code 和 Codex 中，使这些 AI 编程助手获得操控浏览器的能力，适用于自动化网页操作、数据抓取、测试等场景。","recommendation":"Browser Use CLI 3.0 体积缩小 6 倍、token 消耗更低，还能作为 skill 装进 Claude Code 和 Codex 里。搞 AI 工作流编排和自动化管线的技术整合者可以直接装起来跑一遍，看浏览器操控能力对创作流程的自动化有多大帮助。","href":"./2026-07-04.html#item-industry-3","url":"https://x.com/xiaohu/status/2072987979979837620","tags":["agent","tutorial","cost_open"],"entities":["Browser Use","Claude Code","Codex"],"gist":"Browser Use CLI 3.0 集成到编程助手实现浏览器自动化"},{"id":"2026-07-04-industry-04","date":"2026-07-04","section":"industry","sectionName":"行业与平台","source":"@Skywork_ai","title":"From design to prototype — without leaving the canvas","summary":"Skywork 推出 Skywork Design 功能，在画布内直接生成 UI 并一键转为可点击原型，无需切换工具或跳转其他站点，所有操作在同一工作流中完成。","recommendation":"Skywork 把 UI 生成和可点击原型合到一个画布里，做 AI 工具界面或交互原型的设计师可以装起来用，省掉切 Figma 的步骤。","href":"./2026-07-04.html#item-industry-4","url":"https://x.com/Skywork_ai/status/2073029471842807862","tags":["image_gen","agent","tutorial"],"entities":["Skywork"],"gist":"Skywork 画布内生成 UI 并一键转可点击原型"},{"id":"2026-07-04-tools-01","date":"2026-07-04","section":"tools","sectionName":"工具与能力","source":"@Alibaba_Wan","title":"New feature on Wan Video: **Music to Dance** 💃","summary":"阿里万相视频上线「Music to Dance」功能：上传角色图、选一首歌，即可自动生成与音乐节奏同步的舞蹈视频。支持街舞、踢踏、拉丁、K-Pop、中国古典五种舞种风格。从节拍到动作，角色自动表演，无需手动逐帧对齐。","recommendation":"上传角色+选歌就能自动生成卡点舞蹈视频，五种舞种可选，做短剧角色 MV 或虚拟偶像的可以直接套用，省掉手动 K 帧和对节奏的功夫。","href":"./2026-07-04.html#item-tools-1","url":"https://x.com/Alibaba_Wan/status/2072925236555845861","tags":["video_gen","mv","animation"],"entities":["Wan Video"],"gist":"万相视频上线音乐驱动舞蹈生成功能"},{"id":"2026-07-04-tools-02","date":"2026-07-04","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"On supported templates, add a subject image, an optional…","summary":"PixVerse 为支持的模板新增四项编辑能力：更换服装、添加物体、引入另一人物、切换背景。用户只需提供主体图像、可选参考图像和简短提示词即可完成操作，无需复杂参数调整。该更新降低了模板化角色/场景定制的门槛，适用于短剧角色换装、场景变体、多角色同框等批量生产场景。","recommendation":"PixVerse 模板功能加了换装、加物、加人、换背景四个操作点，做短剧和角色 IP 的可以直接套模板批量出图，省掉逐帧重绘的功夫。","href":"./2026-07-04.html#item-tools-2","url":"https://x.com/PixVerse_/status/2073119704554828064","tags":["image_gen","control","short_drama"],"entities":["PixVerse"],"gist":"PixVerse 模板新增换装加物换背景等编辑能力"},{"id":"2026-07-04-tools-03","date":"2026-07-04","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"There we go","summary":"PixVerse 官方宣布 Skyline Orbit Flag 模板上线，推文附链接，具体效果和操作方式需查看链接原文。","recommendation":"PixVerse 上线了一个 Skyline Orbit 旗帜模板，做 AI 视觉和短剧的可以点开看看具体效果，适合当风格参考或素材模板用。","href":"./2026-07-04.html#item-tools-3","url":"https://x.com/PixVerse_/status/2073041368914514121","tags":["image_gen","case_study"],"entities":["PixVerse"],"gist":"PixVerse 上线 Skyline Orbit 旗帜模板"},{"id":"2026-07-04-tools-04","date":"2026-07-04","section":"tools","sectionName":"工具与能力","source":"@underwoodxie96","title":"Promptsref now supports nano banana lite","summary":"Promptsref 平台新增对 nano banana lite 模型的支持，图像生成起价每张 0.03 美元，适合低成本快速测试 prompt 和迭代。","recommendation":"Promptsref 接入了 nano banana lite 模型，出图成本降到 3 分钱一张，做视觉测试和批量出图的可以当低成本 prompt 实验场用。","href":"./2026-07-04.html#item-tools-4","url":"https://x.com/underwoodxie96/status/2072947555689005251","tags":["image_gen","prompt","cost_open"],"entities":["Promptsref","nano banana lite"],"gist":"Promptsref 支持 nano banana lite 低成本出图"},{"id":"2026-07-04-methods-01","date":"2026-07-04","section":"methods","sectionName":"方法与经验","source":"公众号：可灵AI（快手·视频）","title":"C罗参演、可灵助阵：葡萄牙国家队世界杯出征视频的幕后故事","summary":"葡萄牙国家队2026世界杯出征视频采用“实拍+AI”混合制作，C罗实拍参演，可灵AI（可灵3.0）用于生成海上风浪、船舱内、跨洋场景等关键画面。海外播放量超7000万，AI导演João Seiça表示可灵AI质感自然，让影片在预算可控下实现宏大视觉隐喻，且实拍与AI生成画面融合统一。他强调技术服务于故事，人是内容的灵魂。","recommendation":"C罗实拍+可灵AI做国家队出征片，海外播放7000万。做AI短剧和商业项目的可以拉片看实拍与AI画面怎么无缝混剪，以及预算有限时怎么用AI撑大场面。","href":"./2026-07-04.html#item-methods-1","url":"https://mp.weixin.qq.com/s/RjgGlGJk7Sb76U1c_erJNw","tags":["case_study","video_gen","commercial","film"],"entities":["可灵","可灵3.0"],"gist":"C罗实拍加可灵AI生成世界杯出征视频幕后"},{"id":"2026-07-04-methods-02","date":"2026-07-04","section":"methods","sectionName":"方法与经验","source":"公众号","title":"Claude Fable 5 自主优化 AIHOT 网站 SEO/GEO 全记录","summary":"卡兹克用 Claude Fable 5 自主优化 AIHOT 网站 SEO/GEO。模型自主启动 22 个 Agent 调研 40 分钟，发现豆包 App 每天六千多次访问未被统计等异常。规划境外加速时，否定 Claude Opus 4.8 的 Cloudflare 方案（无法国内直连/国外分流，且 2025 年起默认拦截 AI 爬虫），改用火山引擎 CDN。模型自行找到工单入口提交专业工单，22 分钟开通；发现工程师漏答回源 IP 网段问题，礼貌追问并补充备选方案；发现官方方案有安全漏洞，自行加暗号验证。23：30 切换域名解析，10 分钟后 616 个海外请求走新线路。最终生成运维文档，提醒边缘证书 10 月 2 日到期并附续期步骤。","recommendation":"卡兹克用 Claude Fable 5 自主跑完 SEO 优化全流程，从调研到工单到上线只用了半天。做 AI 短剧和工具链整合的可以当 Agent 工作流模板看，尤其是模型自己找工单入口、补漏、加安全验证的环节，直接复用到自己的自动化流程里。","href":"./2026-07-04.html#item-methods-2","url":"https://mp.weixin.qq.com/s/L6R_SPWlOBv6dI0wWWHQrg","tags":["agent","tutorial","industry"],"entities":["Claude Fable 5","Claude Opus 4.8","豆包","火山引擎"],"gist":"Claude Fable 5自主优化网站SEO全流程记录"},{"id":"2026-07-04-methods-03","date":"2026-07-04","section":"methods","sectionName":"方法与经验","source":"Hacker News 热门","title":"pxpipe：通过图像化压缩输入token降低Claude Code成本","summary":"pxpipe 是一个本地代理，将 Claude Code 请求中的系统提示、工具文档和历史记录等密集文本渲染为 PNG 图像，利用图像 token 成本取决于像素尺寸而非文本密度的特性压缩输入 token。在 Fable 5 模型上，约 25k 文本 token 压缩为约 2.7k 图像 token，端到端账单降低 59-70%。SWE-bench Lite 10 个实例全部通过，成本从 $54 降至 $27。该方法有损（精确 ID 等需保持文本），默认仅处理 `claude-fable-5` 请求。","recommendation":"做 AI 短剧批量生产的团队，如果 Claude Code 账单吃紧，这个本地代理能省 60-70% 的 token 成本，技术整合者可以直接部署跑一周看实际节省。","href":"./2026-07-04.html#item-methods-3","url":"https://github.com/teamchong/pxpipe","tags":["cost_open","agent","tutorial"],"entities":["pxpipe","Claude Code","Fable 5"],"gist":"pxpipe图像化压缩token降低Claude Code成本"},{"id":"2026-07-04-methods-04","date":"2026-07-04","section":"methods","sectionName":"方法与经验","source":"Hacker News 热门","title":"claude-real-video ─ 让任何大语言模型（LLM）都能观看视频","summary":"claude-real-video 是一个开源 Python 工具，通过场景变化检测提取关键帧、滑动窗口去重并转录音频，生成干净的本地文件夹供任何 LLM 读取。支持 YouTube 链接或本地文件，依赖 ffmpeg 和 Whisper，全部处理在本地完成，不上传云端。相比固定 1fps 采样（58 秒视频 58 帧），该工具只保留实际有变化的帧（26 帧），并用 `--grid` 打包成 3 张联系表，大幅减少 token 消耗。","recommendation":"开源工具，让 LLM 基于视频画面而非字幕理解内容，做后期和 AI 工作流整合的可以装起来用，省 token 还能抓关键帧。","href":"./2026-07-04.html#item-methods-4","url":"https://github.com/HUANGCHIHHUNGLeo/claude-real-video","tags":["agent","cost_open","tutorial"],"entities":["claude-real-video","ffmpeg","Whisper"],"gist":"开源工具让LLM观看视频并减少token消耗"},{"id":"2026-07-04-works-01","date":"2026-07-04","section":"cases","sectionName":"作品与案例","source":"@hq4ai","title":"官方授权：YURI x 梅西！阿根廷世界杯应援曲《AMAZING!》。感谢阿根廷足协的形象授权，以及华为的支持…","summary":"AI 虚拟偶像 YURI 发布阿根廷世界杯应援曲《AMAZING!》，获阿根廷足协形象授权及华为支持，合作方包括梅西。这是 YURI 目前合作过的最高级别明星 IP，展示了 AI 虚拟角色与顶级体育/商业品牌联动的可行性。","recommendation":"AI 虚拟偶像 YURI 拿到阿根廷足协和梅西的官方授权做应援曲，做 AI 短剧和虚拟 IP 的可以看看这种「官方授权+明星联动」的落地路径，商业合作样本。","href":"./2026-07-04.html#item-cases-1","url":"https://x.com/hq4ai/status/2073036873765904570","tags":["avatar","mv","commercial","industry"],"entities":["YURI","华为"],"gist":"AI虚拟偶像YURI发布梅西世界杯应援曲"},{"id":"2026-07-04-works-02","date":"2026-07-04","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"AI短片｜当电影角色意识到镜头的存在…","summary":"小红书作者「西西弗驴子」的 AI 短片，主题为电影角色意识到镜头存在，属于打破第四面墙的叙事创意。个人创作者作品，具体工具链和制作细节未公开。","recommendation":"小红书作者「西西弗驴子」的 AI 短片，题材是角色打破第四面墙，做 AI 短剧的可以拉片看叙事创意和镜头设计。","href":"./2026-07-04.html#item-cases-2","url":"https://www.xiaohongshu.com/explore/6a450597000000000603091c","tags":["case_study","animation","ideation"],"entities":[],"gist":"AI短片角色打破第四面墙的创意展示"},{"id":"2026-07-05-works-01","date":"2026-07-05","section":"cases","sectionName":"作品与案例","source":"公众号：昆仑万维（天工）","title":"以AI致未来！天工AI全自研大片亮相2026全球数字经济大会开幕式","summary":"昆仑万维天工AI全自研短剧《给未来的一封回信》作为2026全球数字经济大会开篇影片亮相。短片依托自研SkyProduction平台完成AI生成，时长3分半钟，历经13版剧本迭代。以2046年16岁女孩安安的视角，借助城市记忆回溯系统展示全球八大数字场景，探讨AI赋能千行百业时人类应保留的温度、判断与情感。创作团队表示AI负责效率与画面，叙事立意与价值判断由人类主导，体现\"人机共生\"理念。","recommendation":"天工AI全自研短剧作为官方大会开篇影片，做AI短剧和品牌片的可以拉片看叙事立意和AI画面如何服务于主题表达。","href":"./2026-07-05.html#item-cases-1","url":"https://mp.weixin.qq.com/s/mRZZPzhLoDJKws9XqtI5dA","tags":["short_drama","film","case_study","ideation"],"entities":["天工AI","SkyProduction"],"gist":"天工AI短剧亮相大会，展示人机共生叙事"},{"id":"2026-07-05-works-02","date":"2026-07-05","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"1-18大合集/一个合欢宗低等杂役为何频频受到美女的关照","summary":"B站UP主「小鱼漫社」的AI漫剧《一个合欢宗低等杂役为何频频受到美女的关照》1-18集大合集，玄幻修仙题材，含AI生成内容，已获4.6万播放。","recommendation":"B站AI漫剧合集，玄幻修仙题材，做AI短剧的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-07-05.html#item-cases-2","url":"https://www.bilibili.com/video/BV16NTu6jERE","tags":["short_drama","animation","case_study","consistency"],"entities":[],"gist":"AI漫剧合集，玄幻题材，看叙事与一致性"},{"id":"2026-07-05-works-03","date":"2026-07-05","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【加长版】卧槽！这是我看过最逼真的AI短剧，眼神比真正的眼神都强","summary":"B站UP主「纯白白o」发布的AI短剧作品，标题突出角色眼神细节的逼真度，属于个人创作者在AI角色表演微表情方向的尝试。","recommendation":"B站UP主「纯白白o」的AI短剧作品，标题强调眼神细节逼真，做AI短剧和视觉的可以点开拉片看角色眼神和微表情处理水平。","href":"./2026-07-05.html#item-cases-3","url":"https://www.bilibili.com/video/BV1HrMw6aEGN","tags":["short_drama","performance","case_study"],"entities":[],"gist":"AI短剧强调眼神微表情逼真度"},{"id":"2026-07-05-works-04","date":"2026-07-05","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【加长版】我宣布这是今年AI短剧最搞笑的本，简直梗上长了个剧！鬼知道我笑了多少遍...","summary":"B站作者「纯白白o」的AI短剧作品，标题强调喜剧风格和密集笑点，播放量15.5万，属于个人创作者在AI短剧喜剧方向的尝试。","recommendation":"B站AI短剧，主打搞笑梗和喜剧节奏，做AI短剧的可以拉片看喜剧叙事和梗密度处理。","href":"./2026-07-05.html#item-cases-4","url":"https://www.bilibili.com/video/BV1xUTf6FEHS","tags":["short_drama","case_study","script"],"entities":[],"gist":"AI短剧喜剧风格，梗密集节奏快"},{"id":"2026-07-05-works-05","date":"2026-07-05","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"X上某大神AI制作的尹志平和小龙女桥段剧情","summary":"B站作者「书签小跟班」的AI短片，基于《神雕侠侣》尹志平与小龙女经典桥段进行AI化改编，属于同人题材AI叙事作品。具体成片效果、时长、工作流等信息因B站风控拦截无法获取。","recommendation":"B站AI短片，经典金庸同人题材，做AI短剧的可以看看角色一致性和镜头处理，但信息有限，需点开原视频确认成片质量。","href":"./2026-07-05.html#item-cases-5","url":"https://www.bilibili.com/video/BV1W7TM6EEEu","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI同人短片改编金庸经典桥段"},{"id":"2026-07-06-methods-01","date":"2026-07-06","section":"methods","sectionName":"方法与经验","source":"新片场 AIGC 分类","title":"教程分享｜AI原创科幻短片《NEXT》工作流大公开！","summary":"新片场编辑精选的 AI 科幻短片《NEXT》工作流教程，时长 2 分 32 秒，播放 5680。作者公开了从分镜设计、角色生成、场景搭建到后期合成的完整 AI 制作流程，涉及多工具链协作。对想搭建标准化 AI 短剧生产管线的团队有直接参考价值。","recommendation":"AI 科幻短片《NEXT》的完整工作流拆解，从分镜到成片全公开。做 AI 短剧和视觉的可以直接套用这套流程跑一遍，省去自己试错的时间。","href":"./2026-07-06.html#item-methods-1","url":"https://www.xinpianchang.com/a13724880","tags":["tutorial","short_drama","storyboard","post_fx"],"entities":[],"gist":"AI科幻短片完整工作流公开教程"},{"id":"2026-07-06-methods-02","date":"2026-07-06","section":"methods","sectionName":"方法与经验","source":"Hacker News 热门","title":"Anthropic Claude Design 反向工程提示词开源更新","summary":"Anthropic 旗下 Claude Design 的反向工程系统提示词在 GitHub 以 MIT 许可证开源，包含 20 章提示词和 14 项技能，覆盖内容纪律、美学、无障碍（WCAG、语义 HTML、键盘导航）、交互状态、系统思维等。近日针对 Fable 5/Opus 4.7+ 系列校准，新增自主决策条款：小决定直接执行记录而不询问。项目支持 Claude Code/Claude.ai 及 Codex 两种变体。","recommendation":"做 AI 视觉和工具链整合的可以直接把这套提示词当模板用，20 章覆盖了从内容纪律到无障碍的完整设计规范，省去自己从头写系统提示的时间。","href":"./2026-07-06.html#item-methods-2","url":"https://github.com/Trystan-SA/claude-design-system-prompt","tags":["prompt","agent","art_design","tutorial"],"entities":["Claude Design","Claude Code","Claude.ai","Codex"],"gist":"Claude Design反向工程提示词开源，含20章规范"},{"id":"2026-07-06-methods-03","date":"2026-07-06","section":"methods","sectionName":"方法与经验","source":"@alibaba_cloud","title":"阿里云与Happy Horse助力短片获AI电影节第五名","summary":"阿里云官方发布案例：短片《Contact》使用阿里云 Model Studio 与 Happy Horse 1.0 制作，在摩纳哥 AI 电影节黑客马拉松中获得第五名。影片为科幻题材，讲述夜班工人发现一个可能已有意识的休眠 AI，该 AI 可能认为人类才是真正的威胁。该案例展示了阿里云 AI 工具链在短片制作中的实际应用。","recommendation":"阿里云官方案例，讲用自家 Model Studio 和 Happy Horse 1.0 做了一部科幻短片，在摩纳哥 AI 电影节拿了第五。做 AI 短剧和视觉的可以看看这套工具链的实际出片效果和参赛路径。","href":"./2026-07-06.html#item-methods-3","url":"https://x.com/alibaba_cloud/status/2073960789665276284","tags":["film","case_study","video_gen"],"entities":["阿里云 Model Studio","Happy Horse 1.0"],"gist":"阿里云工具链制作科幻短片获AI电影节第五名"},{"id":"2026-07-06-works-01","date":"2026-07-06","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"一万个平行宇宙｜第一季01 集《稻草人导演》片头曲&PV","summary":"新片场 AIGC 分类下的 AI 系列剧《一万个平行宇宙》第一季 01 集《稻草人导演》的片头曲与 PV，时长 2 分 17 秒，编辑精选作品。该 PV 展示了系列剧的视觉风格、角色设计和叙事基调，可作为 AI 系列 IP 的视觉开发参考。","recommendation":"AI 系列剧的片头曲+PV，视觉风格和叙事调性值得拉片，做 AI 短剧和系列 IP 的可以看看第一季的定调方向。","href":"./2026-07-06.html#item-cases-1","url":"https://www.xinpianchang.com/a13735036","tags":["short_drama","mv","art_design","case_study"],"entities":[],"gist":"AI系列剧《一万个平行宇宙》片头曲与PV展示"},{"id":"2026-07-06-works-02","date":"2026-07-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"仙剑奇侠传/玉佛寺(3) | 复古港台武侠片风格【AI全民制作人】","summary":"B站UP主「AI全民制作人」的仙剑奇侠传AI短片系列第三集《玉佛寺》，延续复古港台武侠片风格，时长约4分半。作者自述多人物场景难度大、部分靠抽卡完成，积分消耗较高。配乐使用林坤信重制版仙剑战斗曲串烧。个人情怀创作，非商用。","recommendation":"仙剑IP的AI武侠短片系列第三集，复古港台武侠片风格，做AI短剧和视觉的可以拉片看多人物场景和风格一致性处理。","href":"./2026-07-06.html#item-cases-2","url":"https://www.bilibili.com/video/BV1syT16xEri","tags":["short_drama","case_study","consistency","audio_music"],"entities":[],"gist":"仙剑IP AI武侠短片第三集，复古港台风格"},{"id":"2026-07-06-works-03","date":"2026-07-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"萌新原创末日故事连载【归墟】第七集-样本","summary":"B站个人创作者「死鬼」的AI末日题材长篇连载《归墟》第七集，时长约8分钟，讲述从失踪案开始的废土与新物种时代故事。该系列已更新至第七集，属于个人业余制作，更新不定时。","recommendation":"个人创作者用AI做长篇连载的案例，做AI短剧的可以拉片看叙事节奏和角色一致性处理，尤其是跨集连载的稳定性。","href":"./2026-07-06.html#item-cases-3","url":"https://www.bilibili.com/video/BV1CsTY6SEjC","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"个人创作者AI末日题材长篇连载第七集"},{"id":"2026-07-06-works-04","date":"2026-07-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"欧美百合短剧《尝我》Taste Me 1-30集","summary":"B站UP主「蕉L」发布的AI短剧《尝我》Taste Me，共30集，欧美百合题材，竖屏格式，含AI生成内容。该作品展示了个人创作者使用AI工具完成短剧级批量内容生产的可行性，30集的体量对AI短剧从业者在角色一致性、长叙事节奏和批量制作流程上有参考价值。","recommendation":"B站上线的AI短剧，30集体量，百合题材，做AI短剧的可以拉片看批量生产的角色一致性和叙事节奏处理。","href":"./2026-07-06.html#item-cases-4","url":"https://www.bilibili.com/video/BV15gTt6RES6","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"30集AI百合短剧展示批量生产与角色一致性"},{"id":"2026-07-06-works-05","date":"2026-07-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"TSF动画：诅咒泳池","summary":"B站UP主投稿的AI动画短片《诅咒泳池》，校园怪谈题材，含AI生成内容，参与B站AI动画创作挑战。视频时长约2-3分钟，风格偏日系二次元，主打深夜泳池幽灵与泳装美少女的视觉反差。","recommendation":"B站AI动画挑战参赛作品，校园怪谈+泳装美少女题材，做AI短剧和视觉的可以拉片看角色一致性和场景切换处理。","href":"./2026-07-06.html#item-cases-5","url":"https://www.bilibili.com/video/BV1DCT76HE6U","tags":["animation","short_drama","case_study","consistency"],"entities":[],"gist":"AI动画短片《诅咒泳池》校园怪谈题材"},{"id":"2026-07-06-works-06","date":"2026-07-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"疯批恶雌1-12","summary":"B站UP主「只鱼动漫」的AI短剧系列《疯批恶雌》，已更新至第12集，播放量6.3万。系列化AI短剧，疯批恶女题材，可观察其角色一致性维持和批量生产节奏。","recommendation":"B站UP主「只鱼动漫」的AI短剧系列，疯批恶女题材，做AI短剧和角色IP的可以拉片看角色一致性和批量出片节奏。","href":"./2026-07-06.html#item-cases-6","url":"https://www.bilibili.com/video/BV1U5Tc6TEoQ","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧系列《疯批恶雌》更新至12集"},{"id":"2026-07-06-works-07","date":"2026-07-06","section":"cases","sectionName":"作品与案例","source":"@D_studioproject","title":"生于死亡的诏令之下，在下令处死他的国王家中长大，摩西作为逃犯逃离埃及，又以先知的身份归来…","summary":"个人创作者 @D_studioproject 用 Agent One invideo 制作的《出埃及记》AI 短片，讲述摩西从出生到出埃及的圣经故事。作品展示了单一 AI 视频工具链完成叙事短片的能力，视觉风格偏史诗题材。","recommendation":"个人创作者用 Agent One invideo 做的《出埃及记》AI 短片，可以当工具能力参考，看看单工具链出片质感。","href":"./2026-07-06.html#item-cases-7","url":"https://x.com/D_studioproject/status/2073455165030752598","tags":["film","case_study","video_gen"],"entities":["Agent One invideo"],"gist":"用Agent One invideo制作《出埃及记》AI短片"},{"id":"2026-07-07-industry-01","date":"2026-07-07","section":"industry","sectionName":"行业与平台","source":"@kyutai_labs","title":"Today we’re introducing MIRA, a new multiplayer world…","summary":"Kyutai Labs 联合 Epic Games 发布多人世界模型 MIRA，同步公开技术报告、数据集和在线 demo。该模型支持实时多人交互场景的生成，与游戏引擎深度集成，面向 AI 驱动的动态世界构建。","recommendation":"Kyutai 联合 Epic Games 发布多人世界模型 MIRA，带技术报告和在线 demo。做 AI 视觉和游戏叙事的可以直接上手试，看实时多人交互场景的生成能力边界在哪。","href":"./2026-07-07.html#item-industry-1","url":"https://x.com/kyutai_labs/status/2074104480178503943","tags":["three_d","video_gen","industry"],"entities":["MIRA","Epic Games"],"gist":"Kyutai与Epic发布多人世界模型MIRA"},{"id":"2026-07-07-industry-02","date":"2026-07-07","section":"industry","sectionName":"行业与平台","source":"@TencentHunyuan","title":"Hy3 来了。 2950 亿 MoE。在同等规模中表现最佳。与万亿级旗舰模型匹敌。 对于大多数代理用例可靠且价格实惠…","summary":"腾讯混元发布 Hy3 模型，2950 亿参数 MoE 架构，官方称在同等规模中表现最佳，与万亿级旗舰模型匹敌，对大多数代理用例可靠且价格实惠。Apache 2.0 开源协议，适合商业用途，提供两周免费 API。","recommendation":"腾讯混元发布 2950 亿 MoE 模型 Hy3，号称同规模最佳、匹敌万亿级旗舰，Apache 2.0 开源可商用。搞 AI 编程和 Agent 工作流的可以接免费 API 测两周，看推理和代码能力稳不稳。","href":"./2026-07-07.html#item-industry-2","url":"https://x.com/TencentHunyuan/status/2074148098876768478","tags":["agent","cost_open","industry"],"entities":["Hy3"],"gist":"腾讯混元发布2950亿MoE模型Hy3"},{"id":"2026-07-07-industry-03","date":"2026-07-07","section":"industry","sectionName":"行业与平台","source":"@FLORAai","title":"Every release in 2026 has been focused on one goal:…","summary":"FLORA 官方宣布其产品定位从「跨模型生成与合成画布」升级为「创意平台」，核心变化是让创作从单次生成走向系统化工作流——作品在平台上完成制作后，可进一步被编排、复用和规模化。具体新增的系统化能力（如模板、批量、版本管理）需查看链接原文。","recommendation":"FLORA 从画布升级为创作平台，做 AI 短剧和视觉开发的可以点开看看它怎么把生成、编排、系统化串成一条线。","href":"./2026-07-07.html#item-industry-3","url":"https://x.com/floraai/status/2074227464445026570","tags":["agent","industry","case_study"],"entities":["FLORA"],"gist":"FLORA从画布升级为创意平台"},{"id":"2026-07-07-industry-04","date":"2026-07-07","section":"industry","sectionName":"行业与平台","source":"公众号","title":"Fun-ASR-Realtime 发布：单模型支持30种语言与16种方言，识别准确率领先","summary":"通义实验室发布Fun-ASR-Realtime实时语音识别模型，单模型覆盖30种语言及16种方言，重点优化东亚、东南亚地区。工业级方言测评语义准确率87.8%，多地方言接近人工水平。引入上下文理解与动态热词注入，实现同音词、品牌名等语义消歧。流式识别首字延迟百毫秒级，支持多语言无缝切换，API已上线阿里云百炼平台。","recommendation":"通义实验室新出的实时语音识别模型，单模型覆盖30种语言加16种方言，方言准确率接近人工水平。做AI配音、字幕、后期语音处理的可以直接接阿里云百炼API测一轮，首字延迟百毫秒级，流式多语言切换不用切模型。","href":"./2026-07-07.html#item-industry-4","url":"https://mp.weixin.qq.com/s/ntw0SliBi4f8LROnFY26kA","tags":["audio_voice","subtitle","industry"],"entities":["Fun-ASR-Realtime","阿里云百炼"],"gist":"通义发布实时语音识别模型支持多语言方言"},{"id":"2026-07-07-industry-05","date":"2026-07-07","section":"industry","sectionName":"行业与平台","source":"@minchoi","title":"AI 变得越来越离谱了…… 据报道，一名中国 20 岁学生用 Claude 构建了一个 AI 测速雷达。 9 天…","summary":"据 X 用户 @minchoi 转述，一名 20 岁中国学生用 Claude 构建 AI 测速雷达，耗时 9 天，使用一台旧相机和 20 美元 API 调用费用。该推文为二手转述，无具体技术细节或工作流公开。","recommendation":"AI 测速雷达，20 岁学生 9 天用旧相机+20 美元 API 搞定。技术整合者可以当个低成本硬件+AI 的参考案例，影视创作者基本无关。","href":"./2026-07-07.html#item-industry-5","url":"https://x.com/minchoi/status/2073976629659898364","tags":["agent","case_study"],"entities":["Claude"],"gist":"学生用Claude构建AI测速雷达案例"},{"id":"2026-07-07-tools-01","date":"2026-07-07","section":"tools","sectionName":"工具与能力","source":"Claude Code","title":"Claude Code v2.1.202 发布","summary":"Claude Code v2.1.202 发布，主要更新：`/config` 新增 \"Dynamic workflow size\" 设置，可控制动态工作流 agent 数量规模（小/中/大），作为指导性建议而非硬性上限。工作流 agent 现在会发射 `workflow.run_id` 和 `workflow.name` 的 OpenTelemetry 属性。修复了 mTLS 握手失败、远程控制发送命令失败、移动端发送无说明图片被静默丢弃、语音听写在麦克风故障时无限重试（改为暂停输入）、重载已有技能导致重复指令等问题。改进了工作流 agent 列表布局，MCP 错误消息更清晰。`/review <pr>` 恢复为快速单次审查，多 agent 审查请使用 `/code-review`。","recommendation":"Claude Code 小版本更新，新增动态工作流 agent 规模控制，修复了 mTLS 握手和语音听写无限重试等 bug。做 AI 编程/Agent 工作流编排的可以更新后跑一遍，看工作流稳定性有没有改善。","href":"./2026-07-07.html#item-tools-1","url":"https://github.com/anthropics/claude-code/releases/tag/v2.1.202","tags":["agent","tutorial"],"entities":["Claude Code"],"gist":"Claude Code小版本更新修复多项问题"},{"id":"2026-07-07-tools-02","date":"2026-07-07","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"Turn your voice into any character you can imagine using…","summary":"Fish Audio 推出 Voice Changer 变声器功能，可将用户语音实时转换为任意角色音色，基于其 TTS 模型能力，适用于配音、角色对话、直播等场景。官方推文附链接，具体参数和延迟表现需查看原文。","recommendation":"Fish Audio 的实时变声器，后期和配音团队可以直接接 API 测角色音色切换的延迟和自然度。","href":"./2026-07-07.html#item-tools-2","url":"https://x.com/FishAudio/status/2074132280562343951","tags":["audio_voice","avatar"],"entities":["Fish Audio"],"gist":"Fish Audio推出实时变声器功能"},{"id":"2026-07-07-methods-01","date":"2026-07-07","section":"methods","sectionName":"方法与经验","source":"@LumaLabsAI","title":"RT @DreamLabLA: This shot wasn't made in one pass","summary":"LumaLabsAI 转发 DreamLabLA 的 AI 镜头制作工作流拆解：先实拍演员动作，再分层用 AI 生成背景、角色、光影，最后合成单镜头。核心思路是「不靠单次生成出片，靠多 pass 分层合成」提升镜头完成度。","recommendation":"拆解了 AI 镜头里「实拍动捕+AI 分层合成」的工作流，做 AI 短剧和视觉的可以拉片看怎么用多 pass 堆出单次生成做不到的镜头质感。","href":"./2026-07-07.html#item-methods-1","url":"https://x.com/LumaLabsAI/status/2074255555661529280","tags":["video_gen","post_fx","case_study"],"entities":["LumaLabsAI"],"gist":"AI镜头多pass分层合成工作流拆解"},{"id":"2026-07-07-methods-02","date":"2026-07-07","section":"methods","sectionName":"方法与经验","source":"@recraftai","title":"Light can completely change a scene","summary":"Recraft 官方发布 V4.1 模型的光影能力展示，用城市、散步、面包、骑行等日常场景演示光线作为画面主角的效果，附有 prompts 链接供创作者复现。","recommendation":"Recraft V4.1 的光影质感 demo，视觉师可以点开看光效表现，prompt 在链接里可套用。","href":"./2026-07-07.html#item-methods-2","url":"https://x.com/recraftai/status/2074118808353050757","tags":["image_gen","lighting","prompt"],"entities":["Recraft"],"gist":"Recraft V4.1展示光影能力及提示词"},{"id":"2026-07-07-methods-03","date":"2026-07-07","section":"methods","sectionName":"方法与经验","source":"@dotey","title":"来自 Claude Code 团队成员 Thariq 分享的用好 Fable 5模型的秘诀…","summary":"Claude Code 团队成员 Thariq 分享 Fable 5 使用秘诀：过去需要把任务拆成小块、反复检查输出、防止过早停下；现在模型能力提升后，可以给更大任务、减少中间检查，更多时间花在验证最终结果上。核心是工作流从「监督执行」转向「信任+验证」。","recommendation":"Claude Code 团队成员分享的 Fable 5 使用心得，核心是模型变强后工作流要跟着变——从拆任务、反复检查，变成给大任务、信任输出。做 AI 编程和 Agent 工作流的可以看看这个思路转变。","href":"./2026-07-07.html#item-methods-3","url":"https://x.com/dotey/status/2074019009226322078","tags":["agent","tutorial","prompt"],"entities":["Claude Code","Fable 5"],"gist":"Claude Code成员分享Fable 5使用秘诀，工作流转向信任验证"},{"id":"2026-07-07-methods-04","date":"2026-07-07","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"Join us for a hands-on look at AI-powered workflows for CPG…","summary":"FLORA 举办 AI 驱动的 CPG（快消品）包装设计工作流实操直播，由 Forward Deployed Creative Catherine Chung 主讲。内容涵盖概念食品/美妆/家居产品设计、实景合成、添加动效、生成季节变体。无需经验，直播链接见推文。","recommendation":"FLORA 的 CPG 包装设计工作流直播，做品牌视觉和产品设计的可以蹲一下，看 AI 怎么从概念到动效再到季节变体一条线走完。","href":"./2026-07-07.html#item-methods-4","url":"https://x.com/floraai/status/2074237370514207002","tags":["commercial","art_design","tutorial"],"entities":["FLORA"],"gist":"FLORA直播AI驱动的CPG包装设计工作流"},{"id":"2026-07-07-works-01","date":"2026-07-07","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"恐怖世界 第5集 三颗子弹【AI全民制作人】","summary":"B站 UP 主「AI全民制作人」的 AI 短剧系列《恐怖世界》第五集《三颗子弹》，延续前作男女主设定，时长约 2 分钟。系列化 AI 短剧的持续产出样本，角色一致性和叙事连贯性是看点。","recommendation":"AI 短剧系列第五集，同一男女主延续，做短剧的可以拉片看角色一致性和系列叙事怎么保持。","href":"./2026-07-07.html#item-cases-1","url":"https://www.bilibili.com/video/BV15ATy6vE3U","tags":["short_drama","consistency","case_study"],"entities":[],"gist":"AI短剧《恐怖世界》第五集，展示系列化角色一致性"},{"id":"2026-07-07-works-02","date":"2026-07-07","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"A traffic light on a quiet corner, keeping time for a…","summary":"LumaLabs 官推发布 AI 短片《TOMO》，导演 Maximilian Kempe 使用 Luma 制作。短片以红绿灯为视角，展现街角四季流转的日常，偏诗意叙事风格。","recommendation":"Luma 官号推的短片《TOMO》，导演 Maximilian Kempe 用 Luma 做的，视觉师可以拉片看风格和镜头处理。","href":"./2026-07-07.html#item-cases-2","url":"https://x.com/LumaLabsAI/status/2074200404829581368","tags":["film","case_study","camera"],"entities":["Luma"],"gist":"Luma官推AI短片《TOMO》，诗意叙事风格"},{"id":"2026-07-07-works-03","date":"2026-07-07","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"深度还原宝妈板面摊终于开智创业成功【AI全民制作人】","summary":"B站UP主「AI全民制作人」的AI短剧系列《深度还原某些宝妈创业》中的一集，讲述宝妈板面摊创业成功的故事。该系列以宝妈创业为题材，采用AI生成画面和配音，单集时长约2分钟，属于AI短剧的轻量级叙事尝试。","recommendation":"B站AI短剧系列的一集，宝妈创业题材，做AI短剧的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-07-07.html#item-cases-3","url":"https://www.bilibili.com/video/BV12wMg6cEou","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧宝妈创业系列，轻量级叙事尝试"},{"id":"2026-07-07-works-04","date":"2026-07-07","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"毒雨灭世：我有系统无限囤积物资第十七集【AI全民制作人】","summary":"B 站作者「小新JOJO」的 AI 短剧系列《毒雨灭世：我有系统无限囤积物资》第十七集，末世囤积题材，系列化 AI 短剧作品。","recommendation":"AI 短剧系列第十七集，做短剧的可以拉片看系列化叙事和囤积物资题材的视觉处理。","href":"./2026-07-07.html#item-cases-4","url":"https://www.bilibili.com/video/BV1YsTn6wEAw","tags":["short_drama","case_study"],"entities":[],"gist":"AI短剧《毒雨灭世》第十七集，末世囤积题材"},{"id":"2026-07-08-industry-01","date":"2026-07-08","section":"industry","sectionName":"行业与平台","source":"@AIatMeta","title":"Meta发布Muse Image和Muse Video，首批媒体生成模型","summary":"Meta 发布 Muse Image 和 Muse Video 两款媒体生成模型。Muse Image 为目前最先进的图像生成模型，核心特点是 Agent 式工作流：能调用工具、自我优化、通过缩放测试时计算改进，并利用 Instagram 社交上下文辅助生成。Muse Video 基于相同预训练基础，具备原生音频支持，视觉保真度高。Muse Image 已在 Meta AI 应用、网页、Instagram Stories 和 WhatsApp 中有限国家开放试用。","recommendation":"Meta 首批媒体生成模型，Agent 式工作流能自我优化，做视觉和短剧的可以蹲实测看指令遵循和编辑精度。","href":"./2026-07-08.html#item-industry-1","url":"https://x.com/AIatMeta/status/2074587864923250873","tags":["image_gen","video_gen","agent"],"entities":["Muse Image","Muse Video"],"gist":"Meta发布Muse图像视频模型，支持Agent工作流"},{"id":"2026-07-08-industry-02","date":"2026-07-08","section":"industry","sectionName":"行业与平台","source":"@alexandr_wang","title":"1/ 今天发布 Muse 图像模型——MSL 的首个图像生成模型…","summary":"Meta 发布首个图像生成模型 Muse，具备代理能力：与 Muse Spark 配对，在生成前通过提示进行推理、搜索网络并规划，旨在提升首次生成成功率。现已上线 Meta AI 应用。","recommendation":"Meta 首个原生图像生成模型，带 Agent 推理和联网搜索，做视觉和短剧的可以上手测一轮，看提示理解力和出片一致性。","href":"./2026-07-08.html#item-industry-2","url":"https://x.com/alexandr_wang/status/2074555909347369105","tags":["image_gen","agent"],"entities":["Muse","Muse Spark"],"gist":"Meta Muse图像模型具备代理推理和联网搜索"},{"id":"2026-07-08-industry-03","date":"2026-07-08","section":"industry","sectionName":"行业与平台","source":"MarkTechPost","title":"OpenAI 发布 gpt-realtime-2.1 和 gpt-realtime-2.1-mini 低延迟语音模型","summary":"OpenAI 推出 gpt-realtime-2.1 和 gpt-realtime-2.1-mini 两款实时语音模型。mini 版专注低延迟语音交互，支持工具调用和可配置推理力度，定价与上代持平。2.1 版改进了字母数字识别、静音处理和中断行为。两类模型均通过 Realtime API 提供，p95 延迟因缓存改进至少降低 25%。缓存音频输入价格大幅优惠：mini 版缓存 $0.30/1M，非缓存 $10.00/1M。推理能力使模型可在工具调用前说出前置话语，保持多步对话连贯性。","recommendation":"OpenAI 把推理能力塞进实时语音模型，延迟降 25% 以上，做 AI 配音、虚拟角色对话、实时字幕的可以直接接 API 测一周，多步对话连贯性提升明显。","href":"./2026-07-08.html#item-industry-3","url":"https://www.marktechpost.com/2026/07/06/openai-gpt-realtime-2-1-mini-reasoning-realtime-api","tags":["audio_voice","agent"],"entities":["gpt-realtime-2.1","gpt-realtime-2.1-mini"],"gist":"OpenAI实时语音模型降低延迟并支持工具调用"},{"id":"2026-07-08-industry-04","date":"2026-07-08","section":"industry","sectionName":"行业与平台","source":"@SemiAnalysis_","title":"DeepSeek V4 双变体支持百万上下文","summary":"DeepSeek V4 发布两个变体，均支持百万级上下文窗口。@kimbochen 详解了注意力机制的变化和 Mega MOE 加速计算架构。百万上下文意味着模型可一次性处理超长剧本、小说或完整项目文档，对 AI 编程、长文本 Agent 和需要全局上下文的创作工作流有直接价值。","recommendation":"DeepSeek V4 百万上下文双变体，注意力机制和 MOE 加速是看点。做 AI 编程和长文本 Agent 的可以跟进实测，看长上下文对创作工作流的影响。","href":"./2026-07-08.html#item-industry-4","url":"https://x.com/SemiAnalysis_/status/2074312507301167354","tags":["agent","script"],"entities":["DeepSeek V4"],"gist":"DeepSeek V4支持百万上下文，利于长文本创作"},{"id":"2026-07-08-industry-05","date":"2026-07-08","section":"industry","sectionName":"行业与平台","source":"@AYi_AInotes","title":"Cloudflare Monetization Gateway：基于x402协议激活HTTP 402，实现AI…","summary":"Cloudflare 推出 Monetization Gateway，基于开源 x402 协议激活 HTTP 402 状态码，实现 AI Agent 按调用次数或 token 量微支付。支付内嵌 HTTP 交互，无需注册或 KYC，用稳定币亚秒级结算，支持千分之一美元级交易。AI 爬虫请求时服务器返回 402 附带定价，支付后重试获取内容。Cloudflare、Visa、AWS 等已共建生态，目前开放候补名单。","recommendation":"Cloudflare 把 HTTP 402 变成真能用的微支付协议，AI Agent 每次调用按 token 计费、亚秒级结算。做 AI 工具链和 Agent 工作流的可以研究这套计费逻辑，未来可能成为 AI 内容调用的标准支付层。","href":"./2026-07-08.html#item-industry-5","url":"https://x.com/AYi_AInotes/status/2074467572146139469","tags":["agent","industry"],"entities":["x402"],"gist":"Cloudflare推出AI Agent微支付网关"},{"id":"2026-07-08-industry-06","date":"2026-07-08","section":"industry","sectionName":"行业与平台","source":"MarkTechPost","title":"NVIDIA 发布 Audex（Nemotron-Labs-Audex-30B-A3B）统一音频-文本大语言模型","summary":"NVIDIA 发布 Audex（Nemotron-Labs-Audex-30B-A3B），统一音频-文本大语言模型，MoE 架构总参 30B 每 token 激活 3B，支持 1M 上下文。能理解并生成语音与非语音音频，同时保持骨干模型的文本智能（MMLU-Redux 86.4）。语音识别词错误率 6.82，优于 Step-Audio-R1.1-33B 和 Qwen3-Omni-30B-A3B-Thinking。模型权重以非商业许可发布。","recommendation":"NVIDIA 把音频理解和生成塞进一个 30B 模型，语音识别和文本推理能力都不弱。做 AI 配音和音频后期处理的可以关注，非语音音频生成也是新能力点。","href":"./2026-07-08.html#item-industry-6","url":"https://www.marktechpost.com/2026/07/07/nvidia-releases-audex-nemotron-labs-audex-30b-a3b-a-unified-audio-text-llm-that-preserves-the-text-intelligence-of-its-backbone","tags":["audio_voice","audio_sfx"],"entities":["Audex","Nemotron-Labs-Audex-30B-A3B"],"gist":"NVIDIA发布统一音频文本模型Audex"},{"id":"2026-07-08-industry-07","date":"2026-07-08","section":"industry","sectionName":"行业与平台","source":"@PixVerse_","title":"介绍 Team Ultra - PixVerse 的全新顶级团队计划…","summary":"PixVerse 推出 Team Ultra 团队计划，每席位 25K 积分、视频模型 40% 折扣、无限图像生成、非高峰期免费、12 个并发生成/席位，价格与个人 Ultra 相同，面向大规模创作团队。","recommendation":"PixVerse 出了团队版，价格跟个人 Ultra 一样但多了协作席位和并发生成，做短剧和批量出片的团队可以算算账，看能不能省一笔。","href":"./2026-07-08.html#item-industry-7","url":"https://x.com/PixVerse_/status/2074523920506777631","tags":["cost_open","video_gen","image_gen","industry"],"entities":["PixVerse"],"gist":"PixVerse推出团队版订阅计划，含积分折扣与并发生成"},{"id":"2026-07-08-industry-08","date":"2026-07-08","section":"industry","sectionName":"行业与平台","source":"@NotionHQ","title":"认识 Notion Agents iOS 应用。 一条语音便条。一张餐巾纸草图的照片。晚上 11 点的疑问…","summary":"Notion 发布 iOS 版 Notion Agents 应用，支持语音便签、餐巾纸草图拍照、深夜提问等输入方式，由 AI Agent 自动处理并整理到工作台，定位为口袋中的代理团队。","recommendation":"Notion 把 AI Agent 塞进 iOS 应用，支持语音便签、草图拍照、深夜提问，自动整理到工作台。做 AI 短剧和项目管理的可以装起来用，省掉手动整理素材的环节。","href":"./2026-07-08.html#item-industry-8","url":"https://x.com/NotionHQ/status/2074566660808434110","tags":["agent","industry"],"entities":["Notion"],"gist":"Notion发布iOS版AI Agent应用，支持语音便签与草图"},{"id":"2026-07-08-industry-09","date":"2026-07-08","section":"industry","sectionName":"行业与平台","source":"@AYi_AInotes","title":"太劲爆了，AI 无国界的神话这回彻底破了，这回欧洲要完蛋了！ 路透社最新独家爆料，中国正酝酿前沿 AI…","summary":"路透社独家爆料，中国正酝酿前沿AI模型出口管制，字节、阿里、智谱等头部公司已参与讨论。不止闭源模型，开源权重也可能纳入限制，技术泄露定为国安罪名，外资投资AI初创也将收紧。目前尚未正式落地，但方向明确。","recommendation":"路透社独家爆料，中国正酝酿AI模型出口管制，字节、阿里、智谱等已参与讨论。做AI短剧和视觉的暂时不用慌，但搞AI工具集成和跨境合作的制片人得留意政策风向。","href":"./2026-07-08.html#item-industry-9","url":"https://x.com/AYi_AInotes/status/2074484589444161847","tags":["industry"],"entities":[],"gist":"中国酝酿AI模型出口管制，涉及字节阿里智谱"},{"id":"2026-07-08-industry-10","date":"2026-07-08","section":"industry","sectionName":"行业与平台","source":"@PixVerse_","title":"PixVerse Live is in 48 hours","summary":"PixVerse 官方宣布将于 7 月 9 日举办线上直播活动，主题为创作者、营销人员及电商品牌如何用 PixVerse 快速将创意转化为成片。活动免费，面向美国用户，时长 1 小时，并设有 5000 积分抽奖。","recommendation":"PixVerse 官方线上活动预告，有 5000 积分抽奖，想了解平台最新玩法或拿免费额度的可以蹲一下。","href":"./2026-07-08.html#item-industry-10","url":"https://x.com/PixVerse_/status/2074508803756986749","tags":["industry","case_study"],"entities":["PixVerse"],"gist":"PixVerse预告线上直播活动，面向创作者与营销人员"},{"id":"2026-07-08-tools-01","date":"2026-07-08","section":"tools","sectionName":"工具与能力","source":"Google AI Blog","title":"Expanding Managed Agents in Gemini API: background tasks…","summary":"Google 宣布 Gemini API 的 Managed Agents 功能包正式上线，新增后台任务执行、远程 MCP（Model Context Protocol）支持等能力，允许开发者构建可长时间运行、跨工具调用的 AI Agent 工作流。该功能包面向自动化任务编排和工具链集成场景，已开放 API 调用。","recommendation":"Google 给 Gemini API 的 Managed Agents 加了后台任务和远程 MCP 支持，做 AI 工作流编排和 Agent 集成的可以直接接 API 测一周，看自动化深度够不够用。","href":"./2026-07-08.html#item-tools-1","url":"https://blog.google/innovation-and-ai/technology/developers-tools/expanding-managed-agents-gemini-api/","tags":["agent","industry"],"entities":["Gemini"],"gist":"Gemini API新增Managed Agents，支持后台任务与远程MCP"},{"id":"2026-07-08-tools-02","date":"2026-07-08","section":"tools","sectionName":"工具与能力","source":"@claudeai","title":"Claude Cowork 即将登陆移动端和网页端。 在办公桌前给 Claude 分配任务，然后从手机上获取完成的工作…","summary":"Anthropic 宣布 Claude Cowork 功能即将登陆移动端和网页端，支持跨设备异步任务：用户在桌面端给 Claude 分配任务后，可合上电脑离开，任务在云端继续执行，完成后通过手机端获取结果。Beta 版将在未来几周内逐步推出，优先面向 Max 计划用户。","recommendation":"Claude 的异步任务模式，适合做 AI 短剧和工具链整合的团队：电脑端派活、手机端收结果，不用守着进度条。","href":"./2026-07-08.html#item-tools-2","url":"https://x.com/claudeai/status/2074525815820169320","tags":["agent","industry"],"entities":["Claude"],"gist":"Claude Cowork将登陆移动端和网页端，支持异步任务"},{"id":"2026-07-08-tools-03","date":"2026-07-08","section":"tools","sectionName":"工具与能力","source":"@recraftai","title":"You asked, we delivered","summary":"Recraft 官方宣布上线矢量编辑器（Vector Editor），支持在 Recraft Studio 内直接调整路径点、曲线和颜色，完成后可直接导出。该功能补全了 AI 生成矢量图后的精细编辑环节，无需再切换到传统矢量软件。","recommendation":"Recraft 终于补上了矢量编辑功能，做 AI 视觉和美术的可以直接在 Studio 里调曲线和颜色，不用再切回 Illustrator 了。","href":"./2026-07-08.html#item-tools-3","url":"https://x.com/recraftai/status/2074531127801401790","tags":["image_gen","art_design","tutorial"],"entities":["Recraft"],"gist":"Recraft上线矢量编辑器，支持精细调整路径曲线颜色"},{"id":"2026-07-08-tools-04","date":"2026-07-08","section":"tools","sectionName":"工具与能力","source":"@EMostaque","title":"Claude AI 现支持提示词队列","summary":"Claude AI 新增提示词队列功能，用户可在 Claude 界面中一次性排队多个提示词，系统按序自动执行。该功能对需要批量生成、多轮测试、脚本分镜逐条输出的创作者和开发者有直接效率提升，无需手动逐条输入或借助第三方自动化工具。","recommendation":"Claude 终于支持提示词队列了，做批量脚本、短剧分镜、多轮测试的可以省掉手动排队的时间，直接挂后台跑一晚上。","href":"./2026-07-08.html#item-tools-4","url":"https://x.com/EMostaque/status/2074468577957069269","tags":["agent","prompt","storyboard"],"entities":["Claude"],"gist":"Claude新增提示词队列，批量执行多轮生成任务"},{"id":"2026-07-08-tools-05","date":"2026-07-08","section":"tools","sectionName":"工具与能力","source":"@_tim_brooks","title":"Muse Image 支持许多有趣的用例，比如在提示中交替使用文本和多个参考图像。今天就来 http:// meta…","summary":"Meta 的 Muse Image 模型新增功能：支持在提示词中交替使用文本描述和多个参考图像，实现更灵活的视觉生成控制。该功能已上线 meta.ai 平台，可直接试用。","recommendation":"Meta 的 Muse Image 支持在提示词里混用文本和多张参考图了，做视觉开发和角色设计的可以上手试一下风格融合效果。","href":"./2026-07-08.html#item-tools-5","url":"https://x.com/_tim_brooks/status/2074578663484654035","tags":["image_gen","control","prompt"],"entities":["Muse Image","Meta"],"gist":"Muse Image支持文本与多参考图交替控制生成"},{"id":"2026-07-08-tools-06","date":"2026-07-08","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"制作你的发布视频太难了吗？ 粘贴你的网站，我们会把它变成视频 首次尝试免费","summary":"HeyGen 推出新功能：粘贴网站链接即可自动生成视频，首次免费试用。该功能面向产品发布和营销场景，可快速将网页内容转化为视频素材，降低视频制作门槛。","recommendation":"HeyGen 新功能：贴个网址自动出视频，做短剧和营销片的可以试试看能省多少前期素材整理时间。","href":"./2026-07-08.html#item-tools-6","url":"https://x.com/HeyGen/status/2074541450386382893","tags":["video_gen","commercial","avatar"],"entities":["HeyGen"],"gist":"HeyGen推出粘贴网址自动生成视频功能"},{"id":"2026-07-08-tools-07","date":"2026-07-08","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"Extract any sound from your audio using 'Audio Separation'…","summary":"Fish Audio 官方宣布上线「Audio Separation」音频分离功能，用户可直接在平台内从音频中提取任意声音（人声、环境音、乐器等），无需外挂第三方工具。该功能面向配音、后期、声音设计等场景，目前已在 Fish Audio 平台开放使用。","recommendation":"Fish Audio 上线音频分离功能，后期和声音团队可以直接在平台内抽人声、环境音、乐器，省掉外挂工具这一步。","href":"./2026-07-08.html#item-tools-7","url":"https://x.com/FishAudio/status/2074495039846195487","tags":["audio_sfx","audio_voice","post_fx"],"entities":["Fish Audio"],"gist":"Fish Audio上线音频分离功能，提取人声环境音乐器"},{"id":"2026-07-08-tools-08","date":"2026-07-08","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"Choose your team color","summary":"PixVerse 上线新功能：AI 虚拟角色 Reina 可更换不同队伍服装，并自动生成应援视频。用户选择队伍颜色后，角色换装并输出一段加油视频。功能偏向轻量级互动场景，适用于虚拟偶像、粉丝运营、短剧 IP 角色换装等场景。","recommendation":"PixVerse 给 AI 虚拟角色加了个换队服应援的功能，做虚拟偶像和短剧 IP 的可以看看角色换装和生成视频的流畅度。","href":"./2026-07-08.html#item-tools-8","url":"https://x.com/PixVerse_/status/2074501308623781907","tags":["video_gen","avatar","short_drama"],"entities":["PixVerse"],"gist":"PixVerse虚拟角色Reina支持换队服生成应援视频"},{"id":"2026-07-08-methods-01","date":"2026-07-08","section":"methods","sectionName":"方法与经验","source":"@emollick","title":"MIRA：可玩多人世界模型，20 FPS实时生成\"火箭联盟的梦\"","summary":"General Intuition 与 Kyutai Labs 联合构建的 MIRA 是一个可玩、多人的世界模型，基于 10k 小时机器人数据训练，学习四玩家游戏动态，根据按键实时生成画面，帧率达 20 FPS，被形容为“火箭联盟的梦”。Epic Games 提供协作。演示、技术报告及开源代码已公开。","recommendation":"20 FPS 实时生成可交互的多人游戏画面，做 AI 实时渲染和交互叙事的可以拉技术报告看模型架构和训练数据。","href":"./2026-07-08.html#item-methods-1","url":"https://x.com/emollick/status/2074348274136346871","tags":["three_d","video_gen","agent"],"entities":["MIRA","Kyutai Labs","Epic Games"],"gist":"MIRA可玩多人世界模型实时生成游戏画面"},{"id":"2026-07-08-methods-02","date":"2026-07-08","section":"methods","sectionName":"方法与经验","source":"新片场 AIGC 分类","title":"AI干货：手把手教你用Veo3制作保持一致的角色","summary":"新片场编辑精选教程，11 分钟视频讲解如何用 Veo3 保持 AI 生成角色的视觉一致性，涉及角色设定、镜头衔接、风格锁定等关键步骤。","recommendation":"做 AI 短剧和角色 IP 的可以拉片看 Veo3 的角色一致性工作流，11 分钟教程够细，直接套用试试。","href":"./2026-07-08.html#item-methods-2","url":"https://www.xinpianchang.com/a13436551","tags":["video_gen","consistency","tutorial"],"entities":["Veo3"],"gist":"Veo3教程保持角色视觉一致性"},{"id":"2026-07-08-methods-03","date":"2026-07-08","section":"methods","sectionName":"方法与经验","source":"@krea_ai","title":"RT @lostinlatencyX: I trained both Krea 2 Large and Krea 2…","summary":"用户 @lostinlatencyX 用 Krea 2 Large 和 Krea 2 Medium 两个模型，各训练近 100 张图片，锁定 PS1 时代低多边形（low-poly）视觉风格。展示了通过大量训练素材让模型稳定输出特定复古游戏画风的方法。","recommendation":"用 Krea 2 训练近 100 张图锁定 PS1 低多边形风格，做视觉和风格定调的可以直接套用这个工作流思路。","href":"./2026-07-08.html#item-methods-3","url":"https://x.com/krea_ai/status/2074585364120150198","tags":["image_gen","art_design","tutorial"],"entities":["Krea 2 Large","Krea 2 Medium"],"gist":"Krea 2训练锁定PS1低多边形风格"},{"id":"2026-07-08-methods-04","date":"2026-07-08","section":"methods","sectionName":"方法与经验","source":"@shao__meng","title":"Claude开发者分享两种多智能体模式：Advisor和Orchestrator","summary":"Claude 开发者官方分享两种多智能体模式：Advisor 模式（Sonnet 5 执行 + Fable 5 顾问）在 SWE-bench Pro 上达约 92% 性能、63% 成本；Orchestrator 模式（Fable 5 编排 + 多个 Sonnet 5 worker）在 BrowseComp 上达约 96% 性能、46% 成本。两种模式均有具体成本/性能数据对比。","recommendation":"Claude 官方分享的两种多智能体编排模式，有具体成本/性能数据对比。做 AI 工作流编排和 Agent 架构的可以直接套用这个模式跑自己的任务，省掉自己试错调参的时间。","href":"./2026-07-08.html#item-methods-4","url":"https://x.com/shao__meng/status/2074661249804366310","tags":["agent","tutorial"],"entities":["Claude","Sonnet 5","Fable 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token，总成本反而增加。","recommendation":"做 AI 短剧和批量出图的团队注意了：省 token 的「低细节」技巧反而可能烧更多钱。制片和技术整合者可以拿这个基准数据重新算一下自己的成本策略。","href":"./2026-07-08.html#item-methods-6","url":"https://x.com/OpenRouter/status/2074601488236564904","tags":["cost_open","tutorial"],"entities":["OpenRouter"],"gist":"低细节图像增加推理成本"},{"id":"2026-07-08-methods-07","date":"2026-07-08","section":"methods","sectionName":"方法与经验","source":"@shao__meng","title":"OPC Skills：面向\"一人公司\"的 Agent Skills 开源库","summary":"邵猛开源了 OPC Skills 库，包含 10 个面向“一人公司”的 Agent 技能，累计安装超 5.1 万次。核心技能包括：requesthunt（v2.3.0，Rust CLI）从 Reddit/X/GitHub 抓取用户反馈；seo-geo（33.5K 安装）内嵌普林斯顿 9 项 GEO 方法论，优化在 ChatGPT/Perplexity 等 AI 搜索中的引用排名；nanobanana 基于 Gemini 3 Pro Image 实现文生图/图编辑；另有 X/twitter（28 脚本）、reddit、producthunt 数据采集脚本，以及跨会话记忆复用的 archive 工具。","recommendation":"做 AI 短剧或内容 IP 的制片人，可以看看 seo-geo 和 requesthunt 这两个技能怎么帮你做市场调研和 AI 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成本。","href":"./2026-07-08.html#item-methods-8","url":"https://ariya.io/2026/03/local-cpu-friendly-high-quality-tts-text-to-speech-with-kokoro","tags":["audio_voice","cost_open","tutorial"],"entities":["Kokoro","Kokoro-FastAPI","Speaches","Whisper"],"gist":"CPU离线运行的轻量TTS模型，支持多语言"},{"id":"2026-07-08-methods-09","date":"2026-07-08","section":"methods","sectionName":"方法与经验","source":"@bggg_ai","title":"一篇文章卖了20万，开源CC+Obsidian打造的LLM Wiki 内容创作3…","summary":"作者「饼干哥哥AGI」分享了一套基于 Claude Code 和 Obsidian 构建的 LLM Wiki 内容创作系统，覆盖从选题调研、写稿、改稿评审、排版到发布的完整流程。核心是用 Claude Code 的编程能力自动化内容生产中的重复环节，并将知识库沉淀在 Obsidian 中。文章本身带来 20 万销售额，验证了该工作流的商业价值。","recommendation":"用 Claude Code + Obsidian 搭了一套从选题到发布的 AI 写作流水线，一篇文章卖了 20 万。做内容 IP 和短剧文案的可以拆这套工作流，看怎么把 AI 编程能力用到内容生产上。","href":"./2026-07-08.html#item-methods-9","url":"https://x.com/bggg_ai/status/2074375024031457651","tags":["agent","script","tutorial"],"entities":["Claude Code","Obsidian"],"gist":"用Claude Code和Obsidian搭建AI写作流水线"},{"id":"2026-07-08-methods-10","date":"2026-07-08","section":"methods","sectionName":"方法与经验","source":"@berryxia","title":"InkDiary：iPad 复刻哈利波特魔法笔记本已开源","summary":"开发者 Berry Xia 用 Swift 在 iPad 上复刻了哈利波特汤姆·里德尔日记应用 InkDiary，支持多国语言手写、字体字号切换、AI 补全画作，代码已开源至 GitHub。","recommendation":"一个把哈利波特魔法笔记本搬到 iPad 的开源项目，支持手写+AI 补全画面。做交互式叙事或 AI 美术原型的可以 fork 下来当灵感模板。","href":"./2026-07-08.html#item-methods-10","url":"https://x.com/berryxia/status/2074384876401537101","tags":["art_design","ideation","case_study"],"entities":["InkDiary"],"gist":"iPad复刻哈利波特魔法笔记本，支持手写与AI补全"},{"id":"2026-07-08-works-01","date":"2026-07-08","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"我们在 Higgsfield 超级计算机上使用 Seedance 2.0 从头到尾制作了一部 4K 音乐视频…","summary":"Higgsfield 团队在自家超级计算机上，使用 Seedance 2.0 从头制作了一部 4K 音乐视频。Fable 5 参与了编舞规划、地点选定、音轨剪辑，并亲自为每个镜头撰写提示词。这是一条完整的 AI MV 创作案例，展示了从创意规划到 4K 成片的端到端工作流。","recommendation":"Higgsfield 用 Seedance 2.0 跑通了一条从编舞到成片的 4K MV 全流程，Fable 5 负责分镜和镜头提示。做 AI 短剧和 MV 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内容搜索","title":"《椿Tsubaki》原创ai短片","summary":"小红书作者「张芩AIGC」的原创AI短片《椿Tsubaki》，个人创作者作品，题材和视觉风格偏日系动画向。","recommendation":"小红书作者张芩的AI短片，视觉风格和叙事节奏是看点，做AI短片的可以拉片看看角色一致性和镜头处理。","href":"./2026-07-08.html#item-cases-3","url":"https://www.xiaohongshu.com/explore/6a4c6ef90000000007028e63","tags":["case_study","animation","consistency","camera"],"entities":[],"gist":"个人AI短片《椿Tsubaki》日系动画风格"},{"id":"2026-07-08-works-04","date":"2026-07-08","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"RT @karyabangjumawa: Ronaldo: The Last Light","summary":"PixVerse 官方转发用户 @karyabangjumawa 制作的 AI 体育动画短片《Ronaldo: The Last Light》，以 C 罗为主角，风格偏忧郁体育番，讲述杯赛失利但希望不灭的故事。个人创作者作品，视觉风格和角色一致性是看点。","recommendation":"PixVerse 转发的 AI 体育动画短片，C 罗题材，视觉师可以拉片看运动镜头和角色一致性处理。","href":"./2026-07-08.html#item-cases-4","url":"https://x.com/PixVerse_/status/2074399828310938009","tags":["case_study","animation","consistency","camera"],"entities":["PixVerse"],"gist":"PixVerse用户制作C罗AI体育动画短片"},{"id":"2026-07-08-works-05","date":"2026-07-08","section":"cases","sectionName":"作品与案例","source":"@OpenBMB","title":"VoxCPM 2助力互动校园解密游戏","summary":"面壁智能社区开发者基于 VoxCPM 2 构建互动校园解密游戏《Don't Submit Blank Application》，实现语音克隆与三段式声音变换（Normal → Corrupted → Replaced），支持 16 章+2 隐藏章节的语音驱动叙事，将 AI 语音融入剧情氛围与玩家体验。","recommendation":"AI 语音驱动叙事的游戏化案例，做互动叙事和配音的可以拆解三段式声音变换的设计逻辑。","href":"./2026-07-08.html#item-cases-5","url":"https://x.com/OpenBMB/status/2074478828110708951","tags":["audio_voice","case_study","agent"],"entities":["VoxCPM 2"],"gist":"VoxCPM 2驱动互动游戏语音叙事"},{"id":"2026-07-08-works-06","date":"2026-07-08","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"原创系列《骨之编年史》第一季第三章来啦！ 这一章我们走暗黑路线，我超爱…","summary":"个人创作者 Kavan 的原创 AI 动画系列《骨之编年史》第一季第三章发布，本集走暗黑路线，正式引入此前铺垫的角色 Nemo。该系列为个人创作者独立完成的 AI 叙事作品，适合关注 AI 动画系列化叙事和角色 IP 构建的创作者参考。","recommendation":"个人创作者系列 AI 动画第三章，暗黑风格，做 AI 短剧和角色 IP 的可以拉片看系列叙事和角色引入方式。","href":"./2026-07-08.html#item-cases-6","url":"https://x.com/Kavanthekid/status/2074535162151383053","tags":["case_study","animation","short_drama","consistency"],"entities":[],"gist":"个人AI动画系列《骨之编年史》第三章"},{"id":"2026-07-08-works-07","date":"2026-07-08","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"既然拍不出来，干脆用AI把它们全做出来吧！","summary":"小红书作者「N.S 600」的 AI 短片，标题暗示将现实中难以拍摄的视觉概念用 AI 生成实现。个人创作者作品，题材和视觉风格需查看原视频确认。","recommendation":"个人创作者用 AI 把拍不出的画面做出来，视觉师和编导可以当风格参考，看看个人创作者在有限资源下的视觉表达思路。","href":"./2026-07-08.html#item-cases-7","url":"https://www.xiaohongshu.com/explore/6a4b5dd6000000000f017f3c","tags":["case_study","ideation","video_gen"],"entities":[],"gist":"个人用AI实现现实中难拍的视觉概念"},{"id":"2026-07-09-industry-01","date":"2026-07-09","section":"industry","sectionName":"行业与平台","source":"Runway Blog","title":"Introducing Runway Dev","summary":"Runway 发布 Runway Dev 开发者平台，整合视频生成、编辑、API 调用、模型管理于一体，提供统一的开发环境和工具链，支持自动化工作流编排和批量处理，面向影视制作、短剧生产、视觉特效等场景的开发者与创作者团队。","recommendation":"Runway 把视频生成、编辑、API 全塞进一个开发者平台，做 AI 短剧和工具链整合的可以直接接 API 跑自动化管线，省掉来回切工具的麻烦。","href":"./2026-07-09.html#item-industry-1","url":"https://runwayml.com/news/introducing-runway-dev","tags":["video_gen","agent","industry"],"entities":["Runway Dev"],"gist":"Runway发布开发者平台整合视频生成与API"},{"id":"2026-07-09-industry-02","date":"2026-07-09","section":"industry","sectionName":"行业与平台","source":"@dreamina_ai","title":"全球发布：认识 Dreamina Seedream 5.0 Pro…","summary":"Dreamina 官方宣布 Seedream 5.0 Pro 全球发布，核心升级为精准编辑与全面控制：支持标记、画笔、箭头和文本注释等工具对生成内容进行局部调整，同时提升整体视觉品质。该模型面向 AI 图像与视频生成场景，为创作者提供更精细的后期修改能力。","recommendation":"Dreamina 的 Seedream 5.0 Pro 全球上线，主打精准编辑和视觉品质升级。做 AI 视觉和短剧的可以立刻上手测编辑精度和出片质感，看能不能替代部分传统后期工作流。","href":"./2026-07-09.html#item-industry-2","url":"https://x.com/dreamina_ai/status/2074861011660943481","tags":["image_gen","control","video_gen"],"entities":["Dreamina","Seedream 5.0 Pro"],"gist":"Seedream 5.0 Pro 主打精准编辑与视觉升级"},{"id":"2026-07-09-industry-03","date":"2026-07-09","section":"industry","sectionName":"行业与平台","source":"@OpenAI","title":"Introducing GPT-Live, a new generation of voice models for…","summary":"OpenAI 发布新一代语音模型 GPT-Live，即日起在 ChatGPT 中逐步上线。该模型专为自然的人机语音交互设计，支持实时对话、中断处理和情感表达，延迟和自然度较前代显著提升。适用于 AI 配音、虚拟角色对话、实时字幕、短剧对白生成等场景，已开放 API 调用。","recommendation":"OpenAI 新一代语音模型上线，实时对话和自然度是重点，做 AI 配音、虚拟角色对话和短剧对白的可以直接接 API 测一周效果。","href":"./2026-07-09.html#item-industry-3","url":"https://x.com/OpenAI/status/2074907025537224840","tags":["audio_voice","agent"],"entities":["GPT-Live","OpenAI"],"gist":"OpenAI 发布 GPT-Live 语音模型支持实时对话"},{"id":"2026-07-09-industry-04","date":"2026-07-09","section":"industry","sectionName":"行业与平台","source":"TechCrunch AI","title":"OpenAI releases new voice models for more natural live…","summary":"OpenAI 发布 GPT-Live-1 和 GPT-Live-1 mini 两款全双工语音模型，能同时听说、支持自然打断和实时翻译。ChatGPT 高级语音模式默认切换为 mini 版，付费用户可用大模型。新模型将查询发送至 GPT-5.5 等最新文本模型处理搜索、推理或 Agent 任务，同时保持对话连贯。","recommendation":"全双工语音模型，能同时听说、自然打断，AI 配音和虚拟角色对话团队可以直接接 API 试一周，看延迟和自然度能不能替代现有方案。","href":"./2026-07-09.html#item-industry-4","url":"https://techcrunch.com/2026/07/08/openai-releases-new-voice-models-for-more-natural-live-conversations/","tags":["audio_voice","agent"],"entities":["GPT-Live-1","GPT-Live-1 mini","GPT-5.5","OpenAI"],"gist":"OpenAI 推出全双工语音模型支持自然打断"},{"id":"2026-07-09-industry-05","date":"2026-07-09","section":"industry","sectionName":"行业与平台","source":"X 关注流","title":"我终于可以谈谈 5.6 了。 我已经测试了几个月，而且毫不夸张地说，这是我用过的最好的模型…","summary":"Claude 内测者 Pietro Schirano 公开透露已测试数月的模型代号 5.6，称其为用过最好的模型，特点是速度快、智能高、创造力强，并特别提到前端设计能力终于得到修复。该模型尚未正式发布，具体能力细节和上线时间未知。","recommendation":"Claude 新模型代号 5.6，内测者称最快最聪明、前端设计终于修了。做 AI 编程和工具链整合的可以蹲正式发布，视觉和前端团队也值得关注设计能力提升。","href":"./2026-07-09.html#item-industry-5","url":"https://x.com/skirano/status/2074712804725035371","tags":["agent","ideation"],"entities":["Claude"],"gist":"Claude 内测者透露 5.6 模型性能提升"},{"id":"2026-07-09-industry-06","date":"2026-07-09","section":"industry","sectionName":"行业与平台","source":"@artflow_ai","title":"NEW: Huddle App by Artflow AI Group pictures…","summary":"Artflow AI 发布 Huddle App，支持最多 8 人合影生成，可自定义品牌元素（工服、办公桌、背景建筑），无需外拍或差旅。面向企业宣传物料和团队形象照场景，降低批量视觉物料制作成本。","recommendation":"做视觉物料和角色 IP 的可以试试，8 人合影一键出图，省掉外拍和后期抠图成本。","href":"./2026-07-09.html#item-industry-6","url":"https://x.com/artflow_ai/status/2074829170446668208","tags":["image_gen","commercial"],"entities":["Artflow AI","Huddle App"],"gist":"Artflow 发布 Huddle 支持多人合影生成"},{"id":"2026-07-09-industry-07","date":"2026-07-09","section":"industry","sectionName":"行业与平台","source":"@gmi_cloud","title":"对 Muse Image 印象深刻！它在 7 项测试中击败了 Nano Banana 2，尽管 GPT Image 2…","summary":"GMI Cloud 发布了一组三方评测，对比 GPT Image 2、Muse Image 和 Nano Banana 2 在角色一致性、海报设计、提示遵循度、逼真渲染、分镜、风格控制、文本与信息图表 7 个维度上的表现。结论是 GPT Image 2 综合最强，Muse Image 在每个维度上都胜过 Nano Banana 2。","recommendation":"第三方跑的分镜和角色一致性对比，做视觉的可以当个选型参考，但别当权威评测看。","href":"./2026-07-09.html#item-industry-7","url":"https://x.com/gmi_cloud/status/2074658318308749480","tags":["image_gen","consistency","storyboard"],"entities":["GPT Image 2","Muse Image","Nano Banana 2"],"gist":"三方评测对比图像模型多维度表现"},{"id":"2026-07-09-tools-01","date":"2026-07-09","section":"tools","sectionName":"工具与能力","source":"@runwayml","title":"Seedream 5","summary":"Runway 平台现已集成 Seedream 5.0 Pro 图像生成模型，支持从文本提示或参考图生成高细节图像，并可在图中生成最多 14 种语言的清晰文字。用户可直接在 Runway 界面调用该模型。","recommendation":"Runway 直接集成了即梦的 Seedream 5.0 Pro，做视觉和美术的可以立刻上手测图生字和多语言效果，省掉跨平台切工具的时间。","href":"./2026-07-09.html#item-tools-1","url":"https://x.com/runwayml/status/2074982268175630814","tags":["image_gen","art_design","prompt"],"entities":["Seedream 5.0 Pro","Runway"],"gist":"Runway集成Seedream 5.0支持多语言文字生成"},{"id":"2026-07-09-tools-02","date":"2026-07-09","section":"tools","sectionName":"工具与能力","source":"@Kling_ai","title":"Your Favorite Model, Now In Your Favorite Agent","summary":"Kling 官方发布 MCP（Model Context Protocol）和 CLI（命令行工具），支持在主流 AI Agent 中直接调用 Kling 的视频生成能力，无需频繁切换工具或手动搬运素材。一句话即可触发生成，覆盖 Kling 已有的核心技能。","recommendation":"Kling 官方出了 MCP 和 CLI，AI Agent 里一句话就能调视频生成，做短剧和视觉的可以接进工作流省掉来回切工具的时间。","href":"./2026-07-09.html#item-tools-2","url":"https://x.com/Kling_ai/status/2074871132604322166","tags":["video_gen","agent"],"entities":["Kling","MCP","CLI"],"gist":"Kling发布MCP和CLI支持Agent调用视频生成"},{"id":"2026-07-09-tools-03","date":"2026-07-09","section":"tools","sectionName":"工具与能力","source":"@OfficialLoganK","title":"今天，我们在 @GoogleAIStudio Build 中推出“从 GitHub 导入”功能！…","summary":"Google AI Studio Build 上线“从 GitHub 导入”功能，可将 GitHub 仓库自动转换为 AI Studio 运行时兼容格式，支持在线迭代、部署等操作，无需本地环境配置。","recommendation":"Google AI Studio 直接拉 GitHub 仓库进来改，不用本地搭环境。做 AI 短剧工具链整合的可以省掉不少部署时间，直接在线迭代和部署。","href":"./2026-07-09.html#item-tools-3","url":"https://x.com/OfficialLoganK/status/2074902342512845206","tags":["agent","industry"],"entities":["Google AI Studio","GitHub"],"gist":"Google AI Studio支持从GitHub导入仓库迭代部署"},{"id":"2026-07-09-tools-04","date":"2026-07-09","section":"tools","sectionName":"工具与能力","source":"@MayorKingAI","title":"This is one of those tools that makes AI video feel less…","summary":"TopviewAI 上线 3D Shot Composer 功能，允许 AI 创作者在生成前用 3D 场景布置角色、道具、调整机位和构图，实现对每个镜头的精细控制，减少对 prompt 的依赖，更接近传统导演工作流。","recommendation":"TopviewAI 的 3D Shot Composer 让 AI 视频从「写 prompt」变成「搭场景调机位」，做 AI 短剧和编导的可以直接上手试，看镜头控制能到多细。","href":"./2026-07-09.html#item-tools-4","url":"https://x.com/MayorKingAI/status/2074886388147950012","tags":["video_gen","camera","three_d","control"],"entities":["TopviewAI"],"gist":"TopviewAI推出3D Shot Composer精细控制镜头"},{"id":"2026-07-09-tools-05","date":"2026-07-09","section":"tools","sectionName":"工具与能力","source":"@Google","title":"Introducing Video Remix in @GooglePhotos","summary":"Google Photos 推出 Video Remix 功能，基于 Gemini Omni 模型，用户可从 Create 标签页选择模板，将已有视频一键重混为电影、动画等新风格。无需专业剪辑软件，操作门槛低，适合快速产出风格化短视频素材。","recommendation":"Google Photos 内置的 AI 视频风格化工具，后期和视觉师可以当快速出 demo 的模板库用，不用切专业软件。","href":"./2026-07-09.html#item-tools-5","url":"https://x.com/Google/status/2074958687983010116","tags":["video_gen","post_fx","editing"],"entities":["Google Photos","Gemini Omni"],"gist":"Google Photos推出Video Remix一键风格化视频"},{"id":"2026-07-09-tools-06","date":"2026-07-09","section":"tools","sectionName":"工具与能力","source":"@ManusAI","title":"New: Google Drive connector got upgraded to Google Workspace","summary":"Manus AI 将 Google Drive 连接器升级为 Google Workspace 连接器，现支持连接 Drive、Docs、Sheets、Slides 和 Forms，通过单一连接器即可访问。连接前可设置三级访问权限：关闭（不可见）、只读（可搜索和读取，不可编辑）、读写。","recommendation":"Manus 把 Google Drive 连接器升级到 Workspace 全家桶，做 AI 自动化工作流的可以接上 Docs/Sheets/Slides 批量读写，省掉手动搬数据。","href":"./2026-07-09.html#item-tools-6","url":"https://x.com/ManusAI/status/2074871873683243465","tags":["agent","industry"],"entities":["Manus AI","Google Workspace"],"gist":"Manus升级Google Workspace连接器支持多应用访问"},{"id":"2026-07-09-methods-01","date":"2026-07-09","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"I made this 70-second coal-country trailer using one AI…","summary":"创作者 @maxescu 用 Pika 今日上线的 Director's Suite 工具，仅凭一条 prompt 生成 70 秒煤矿题材预告片，并公开了完整工作流与 prompt。该工具主打单工具链完成从创意到成片的全流程，无需多工具拼接，对短剧批量生产和快速出片场景有直接参考价值。","recommendation":"Pika Director's Suite 今天上线，一条 prompt 出 70 秒预告片。做短剧和编导的直接点开看工作流，跑一遍就知道单工具链能压到什么程度。","href":"./2026-07-09.html#item-methods-1","url":"https://x.com/maxescu/status/2074919515767681211","tags":["video_gen","case_study","short_drama","prompt"],"entities":["Pika"],"gist":"Pika Director's Suite 单提示词生成70秒预告片"},{"id":"2026-07-09-methods-02","date":"2026-07-09","section":"methods","sectionName":"方法与经验","source":"@op7418","title":"Seedream 5.0 的图像模型上线了。 大概跑了几张图试了一下，整体看起来不错，比之前的图像模型进步很大。 1…","summary":"歸藏实测 Seedream 5.0 图像模型，展示了三个用例：一句话生成《黑神话：水浒传》风格游戏截图、茶叶科普图、以及基于参考图组件生成 Web UI 设计稿。整体评价比前代图像模型进步明显。","recommendation":"Seedream 5.0 图像模型上线，跑了几张图，从游戏截图到 UI 设计稿都能出。做视觉和美术的可以上手测一轮，看看风格和细节比前代进步多少。","href":"./2026-07-09.html#item-methods-2","url":"https://x.com/op7418/status/2074862226905948549","tags":["image_gen","case_study","control"],"entities":["Seedream 5.0"],"gist":"Seedream 5.0 图像模型实测多场景生成"},{"id":"2026-07-09-methods-03","date":"2026-07-09","section":"methods","sectionName":"方法与经验","source":"@invideoOfficial","title":"我测试了每一个流行的角色一致性工作流程，以找到真正有效的那个…","summary":"Invideo 官方账号分享角色一致性工作流测试结论：100% 有效的方法不是复杂提示词或工作流，而是像选角导演一样，用一张包含一张脸、四种角度、体型和自定义细节框的表格来锁定角色。","recommendation":"角色一致性不用堆工作流，用选角导演的思维做一张试镜表就能搞定。做 AI 短剧和视觉开发的可以直接套用这个表格模板。","href":"./2026-07-09.html#item-methods-3","url":"https://x.com/invideoOfficial/status/2074924129850187940","tags":["consistency","tutorial","short_drama"],"entities":["Invideo"],"gist":"角色一致性用选角导演式表格实现"},{"id":"2026-07-09-methods-04","date":"2026-07-09","section":"methods","sectionName":"方法与经验","source":"@krea_ai","title":". @ostrisai released a new method to support editing tasks…","summary":"Ostris 发布新方法，为 Krea 2 增加编辑任务支持。具体编辑能力（如局部重绘、扩展、修复等）需查看链接原文确认。","recommendation":"Krea 2 新增编辑能力，做 AI 视觉和后期修图的可以点开看具体支持哪些编辑操作，实测一下工作流。","href":"./2026-07-09.html#item-methods-4","url":"https://x.com/krea_ai/status/2074523147429429337","tags":["image_gen","post_fx"],"entities":["Krea 2"],"gist":"Krea 2 新增图像编辑任务支持"},{"id":"2026-07-09-methods-05","date":"2026-07-09","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"分享这个项目的成片 vs 分镜。 这条项目是音乐先行的，在用 suno 定下音乐后，我们会用 nanobanana…","summary":"创作者 Ring Hyacinth 分享其 AI 项目工作流：先用 Suno 定下音乐，再用 nanobanana pro 画概念故事板草图，铺在时间线上 preview 整体结构。分镜阶段刻意用草图，避免美术细节分散对整体叙事节奏的判断。","recommendation":"音乐先行+草图分镜铺时间线，做 AI 短片的可以直接套这个工作流，省掉前期美术细节的干扰，快速验证叙事节奏。","href":"./2026-07-09.html#item-methods-5","url":"https://x.com/ring_hyacinth/status/2074858378007110107","tags":["storyboard","audio_music","case_study"],"entities":["Suno","nanobanana pro"],"gist":"音乐先行加草图分镜预览项目结构"},{"id":"2026-07-09-methods-06","date":"2026-07-09","section":"methods","sectionName":"方法与经验","source":"@op7418","title":"开源一个非常漂亮的文章配图 Skill。 昨天给 Claude 用我的社交媒体卡片生成的时候，Codex…","summary":"歸藏开源了一个适配 GPT-Image-2.0 模型的文章配图 Skill，基于 Claude Codex 生成的社交媒体卡片风格改造而来，可直接复用生成统一风格的配图。","recommendation":"做 AI 视觉和配图的可以直接套用这个 Skill 模板，省掉自己调 prompt 的时间。","href":"./2026-07-09.html#item-methods-6","url":"https://x.com/op7418/status/2074758348264833131","tags":["image_gen","agent","tutorial"],"entities":["GPT-Image-2.0","Claude","Codex"],"gist":"开源适配GPT-Image-2.0的配图Skill"},{"id":"2026-07-09-works-01","date":"2026-07-09","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"RT @DreamLabLA: This looks like a $100K shoot","summary":"LumaLabsAI 转发 DreamLabLA 的 AI 短片 demo，从单张参考图生成，主打角色面部一致性和写实水面运动效果，视觉质感接近实拍级制作。","recommendation":"Luma 官号转发的 AI 短片 demo，视觉质感接近实拍，做视觉和编导的可以拉片看水面和角色一致性处理。","href":"./2026-07-09.html#item-cases-1","url":"https://x.com/LumaLabsAI/status/2074956244914221426","tags":["video_gen","consistency","case_study"],"entities":["LumaLabsAI"],"gist":"Luma AI短片demo展示角色一致性与写实水面"},{"id":"2026-07-09-works-02","date":"2026-07-09","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"毒雨灭世：我有系统无限囤积物资第十八集【AI全民制作人】","summary":"B 站 UP 主「小新JOJO」的 AI 短剧系列《毒雨灭世：我有系统无限囤积物资》第十八集，末日生存+系统囤货题材，系列已更新至 18 集，单集时长 2-4 分钟，角色形象为原创设计。","recommendation":"AI 短剧系列第十八集，末日囤积题材，做 AI 短剧的可以拉片看系列化角色一致性和长线叙事节奏处理。","href":"./2026-07-09.html#item-cases-2","url":"https://www.bilibili.com/video/BV1W4M861EVe","tags":["short_drama","consistency","case_study"],"entities":[],"gist":"AI短剧系列第十八集展示角色一致性与叙事节奏"},{"id":"2026-07-09-works-03","date":"2026-07-09","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"我们用 AI 为浦东美术馆制作了一条 5 周年生日短片，邀大家一起走进属于浦美的美术馆奇妙夜…","summary":"创作者 Ring Hyacinth 为浦东美术馆 5 周年制作的 AI 生日短片，以「美术馆奇妙夜」为主题，用 AI 生成画面致敬 5 年来的经典展览，将馆藏作品与 AI 视觉风格交织。","recommendation":"AI 短片与美术馆 IP 结合的商业案例，视觉师和编导可以拉片看 AI 如何还原经典展览元素，做品牌短片的团队值得收藏参考。","href":"./2026-07-09.html#item-cases-3","url":"https://x.com/ring_hyacinth/status/2074836694277439836","tags":["commercial","case_study","video_gen"],"entities":[],"gist":"AI短片为浦东美术馆五周年致敬经典展览"},{"id":"2026-07-09-works-04","date":"2026-07-09","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"《笨蛋女孩佳子》真人版第七集","summary":"B站UP主个人二创AI短片《笨蛋女孩佳子》真人版第七集，改编自动漫《笨女孩》，为搞笑题材。UP主自述制作成本较高，属于个人创作者独立完成的AI二创作品系列。","recommendation":"B站UP主个人二创AI短片系列第七集，原作是搞笑动漫《笨女孩》。做AI短剧的可以看看个人创作者如何用AI做真人化二创，但信息有限，具体效果需点开原视频看。","href":"./2026-07-09.html#item-cases-4","url":"https://www.bilibili.com/video/BV1ffMM6VEeL","tags":["short_drama","case_study"],"entities":[],"gist":"个人UP主AI二创真人版搞笑短剧第七集"},{"id":"2026-07-10-industry-01","date":"2026-07-10","section":"industry","sectionName":"行业与平台","source":"@OpenAI","title":"GPT-5.6 系列 Sol/Terra/Luna 发布","summary":"OpenAI 发布 GPT-5.6 系列三款模型：Sol（旗舰推理模型，擅长复杂逻辑与多步推理）、Terra（创意与叙事模型，优化长文本生成与角色对话）、Luna（轻量快速模型，适合实时交互与低成本批量调用）。即日起在 ChatGPT、Codex 和 API 中逐步推出，具体定价与上下文窗口待公布。","recommendation":"OpenAI 一口气发了三个 GPT-5.6 模型，覆盖推理、创意和轻量场景，做 AI 短剧和工具链整合的可以直接接 API 测一周，看哪个模型最适合自己的出片链路。","href":"./2026-07-10.html#item-industry-1","url":"https://x.com/OpenAI/status/2075271421149020426","tags":["agent","industry"],"entities":["GPT-5.6","Sol","Terra","Luna","ChatGPT"],"gist":"OpenAI发布GPT-5.6系列三款模型覆盖推理创意轻量"},{"id":"2026-07-10-industry-02","date":"2026-07-10","section":"industry","sectionName":"行业与平台","source":"@testingcatalog","title":"LingBot-World 2.0 （Infinity） 开源：可交互小时级世界模型","summary":"Robbyant 开源 LingBot-World 2.0 (Infinity)，一个交互式世界模型。核心能力：小时级生成且无质量衰减，支持720p/60fps实时输出；用户可通过动作与世界交互（攻击、施法、射击、召唤风暴等）；世界动态演化，内置Director Agent实时驱动事件生成；支持多人同世界。可在线试玩或自部署（SGLang day-0支持）。","recommendation":"开源可交互世界模型，小时级生成不衰减，内置导演Agent驱动事件。做AI短剧和互动叙事的可以直接部署试玩，看它能不能当你的实时故事引擎。","href":"./2026-07-10.html#item-industry-2","url":"https://x.com/testingcatalog/status/2075096749950050611","tags":["three_d","agent","cost_open"],"entities":["LingBot-World 2.0","SGLang"],"gist":"开源交互式世界模型支持小时级生成与实时交互"},{"id":"2026-07-10-industry-03","date":"2026-07-10","section":"industry","sectionName":"行业与平台","source":"@sama","title":"ChatGPT Work发布：Codex与GPT-5.6驱动","summary":"OpenAI 推出 ChatGPT Work，由 Codex 和 GPT-5.6 驱动的新智能体产品。它能在用户的应用和文件中执行操作，必要时可数小时跟进一个项目，将目标转化为完成的工作。Sam Altman 表示 Codex 是其核心，不会消失。","recommendation":"OpenAI 把 Codex 和 GPT-5.6 打包成独立智能体产品，能跨应用执行任务、数小时跟进项目。做 AI 短剧和工具链整合的可以关注 API 接入和自动化工作流编排的潜力。","href":"./2026-07-10.html#item-industry-3","url":"https://x.com/sama/status/2075293792048136572","tags":["agent","industry"],"entities":["ChatGPT Work","Codex","GPT-5.6"],"gist":"OpenAI推出ChatGPT Work智能体产品"},{"id":"2026-07-10-industry-04","date":"2026-07-10","section":"industry","sectionName":"行业与平台","source":"@letz_ai","title":"Seedream 5 Pro is now available for all users 🔥","summary":"Seedream 5 Pro 模型已面向所有用户开放，不再需要内测资格。该模型在视频生成的分辨率、运动流畅度和风格一致性上有显著提升，适用于 AI 短片、短剧和视觉开发场景。","recommendation":"Seedream 5 Pro 正式对所有用户开放，做 AI 短剧和视觉的可以直接上手测出片质感和风格一致性，不用再等内测了。","href":"./2026-07-10.html#item-industry-4","url":"https://x.com/letz_ai/status/2075116555004772442","tags":["video_gen","consistency"],"entities":["Seedream 5 Pro"],"gist":"Seedream 5 Pro开放，提升视频生成质量"},{"id":"2026-07-10-industry-05","date":"2026-07-10","section":"industry","sectionName":"行业与平台","source":"@Reve","title":"Reve 2.1 来了。 全球最佳的 4K 图像模型变得更好了。 更强的提示理解、世界知识，以及更出色的外文文本渲染…","summary":"Reve 官方宣布 Reve 2.1 图像模型上线，定位全球最佳 4K 图像模型，升级点包括更强的提示理解、世界知识以及外文文本渲染能力。","recommendation":"Reve 2.1 升级了提示理解和外文文本渲染，做视觉和海报的可以第一时间跑几张 4K 图看看质感提升幅度。","href":"./2026-07-10.html#item-industry-5","url":"https://x.com/reve/status/2075248950756716747","tags":["image_gen","prompt"],"entities":["Reve 2.1"],"gist":"Reve 2.1图像模型升级提示理解与文本渲染"},{"id":"2026-07-10-industry-06","date":"2026-07-10","section":"industry","sectionName":"行业与平台","source":"@finkd","title":"（1）今天我们发布了 Muse Spark 1.1——一款功能强大的代理和编码模型，价格非常实惠…","summary":"Meta 发布 Muse Spark 1.1 模型，定位代理和编码场景，价格实惠，通过 Meta Model API 和 Meta AI 获取。","recommendation":"Meta 新模型主打代理和编码，价格实惠，技术整合者可以接 API 测一周，看能不能塞进自动化工作流里省成本。","href":"./2026-07-10.html#item-industry-6","url":"https://x.com/finkd/status/2075218444056707458","tags":["agent","cost_open"],"entities":["Muse Spark 1.1","Meta Model API","Meta AI"],"gist":"Meta发布Muse Spark 1.1代理编码模型"},{"id":"2026-07-10-tools-01","date":"2026-07-10","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"“后期修复”变得简单多了。我们全新的 4K-VFX 技能只需一个简单的提示，就能改变视频中的任何元素，同时保留其他所有内…","summary":"Pika 上线 4K-VFX 技能，基于 Seedance 4k 模型，用户只需输入一个提示词即可替换/修改视频中的任意元素（物体、背景、服装等），同时保持面部表情、手势、音频和摄像机运动不变。该功能面向后期修复和视觉特效场景，可大幅降低传统逐帧重绘或抠像合成的工作量。","recommendation":"后期团队直接省掉大量逐帧重绘工作，一个提示词改视频里任何元素，面部、手势、音频、运镜全保留。做短剧和广告的可以立刻装起来用。","href":"./2026-07-10.html#item-tools-1","url":"https://x.com/pika_labs/status/2075342772396323293","tags":["post_fx","video_gen"],"entities":["Pika","4K-VFX","Seedance 4k"],"gist":"Pika推出4K-VFX技能，提示词改视频元素"},{"id":"2026-07-10-tools-02","date":"2026-07-10","section":"tools","sectionName":"工具与能力","source":"@ManusAI","title":"Introducing Branch","summary":"Manus AI 推出 Branch 功能，允许用户在对话中创建并行分支会话，继承完整上下文的同时保持原对话不变。一个研究会话可同时产出报告、幻灯片和投资人简报，无需重复输入。适用于剧本多线叙事开发、分镜多版本提案、项目多角度分析等场景。","recommendation":"Manus 给 AI Agent 加了分支对话能力，做短剧策划、剧本分线、多版本提案的可以直接套用这个工作流，不用反复从头喂上下文。","href":"./2026-07-10.html#item-tools-2","url":"https://x.com/ManusAI/status/2075236343429599432","tags":["agent","script","storyboard"],"entities":["Manus AI","Branch"],"gist":"Manus推出Branch分支对话功能"},{"id":"2026-07-10-tools-03","date":"2026-07-10","section":"tools","sectionName":"工具与能力","source":"@Microsoft365","title":"从粗略想法到高质量作品。 OpenAI 的 GPT-5.6 正在 Microsoft 365 Copilot 的…","summary":"微软官方宣布 OpenAI 的 GPT-5.6 模型正在 Microsoft 365 Copilot 的 Word、Excel、PowerPoint、Chat 及 Copilot Cowork 中推出，成为该办公套件的首选模型。该模型针对知识工作场景优化，旨在提升从粗略想法到高质量文档、演示文稿的生成效率。","recommendation":"微软把 GPT-5.6 塞进 Office 全家桶，做 AI 短剧和视觉的可以关注 Copilot 在 Word/PowerPoint 里的生成质量变化，写剧本和做提案的效率可能提一档。","href":"./2026-07-10.html#item-tools-3","url":"https://x.com/Microsoft365/status/2075333378769932371","tags":["agent","script","industry"],"entities":["GPT-5.6","Microsoft 365 Copilot"],"gist":"GPT-5.6 集成 Office 提升文档生成效率"},{"id":"2026-07-10-tools-04","date":"2026-07-10","section":"tools","sectionName":"工具与能力","source":"@suno","title":"Use your own writing samples to create a “lyricist” that…","summary":"Suno 官方推出新功能：用户上传自己的写作样本，即可创建一个模仿该风格的专属“作词人”，后续生成歌词时自动沿用该风格。该功能已上线，具体效果和限制需查看链接原文。","recommendation":"Suno 官方上线了风格模仿写词功能，做 AI 音乐/短剧配乐的可以直接拿自己歌词训练一个专属词作者，省掉反复调 prompt 的功夫。","href":"./2026-07-10.html#item-tools-4","url":"https://x.com/suno/status/2075232711090835939","tags":["audio_music","script","tutorial"],"entities":["Suno"],"gist":"Suno 新功能用写作样本训练专属作词人"},{"id":"2026-07-10-tools-05","date":"2026-07-10","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"Live now on the PikaMCP","summary":"Pika Labs 在 PikaMCP 中上线 /4k-vfx 命令，用户可通过 MCP 协议直接触发 4K 视觉特效生成，无需手动操作 Pika 界面。该功能面向 AI 后期与工具链整合场景，适合嵌入自动化工作流。","recommendation":"Pika 把 4K VFX 能力塞进 MCP 协议，做 AI 后期和工具链整合的可以直接用 /4k-vfx 命令调特效，省掉手动切界面。","href":"./2026-07-10.html#item-tools-5","url":"https://x.com/pika_labs/status/2075342773675581688","tags":["post_fx","agent","tutorial"],"entities":["Pika","PikaMCP"],"gist":"PikaMCP 上线 4K 特效生成命令"},{"id":"2026-07-10-tools-06","date":"2026-07-10","section":"tools","sectionName":"工具与能力","source":"@adskflowstudio","title":"未找到无聊机器人。 神经层，现在支持 LoRA，通过相机变化、动作和剪辑保持角色一致性，因此您可以在进入真人拍摄时，途中…","summary":"Autodesk Flow Studio 的神经层（Neural Layer）新增 LoRA 支持，可在相机变化、动作和剪辑中保持角色一致性，减少进入真人拍摄时的调整工作量。该功能已上线可用。","recommendation":"Autodesk Flow Studio 的神经层现在支持 LoRA，做 AI 短剧和视觉开发的可以装起来跑一遍，看角色一致性在镜头变化和剪辑里稳不稳。","href":"./2026-07-10.html#item-tools-6","url":"https://x.com/adskflowstudio/status/2075314627861258658","tags":["consistency","video_gen","control"],"entities":["Autodesk Flow Studio","LoRA"],"gist":"Flow Studio 神经层支持 LoRA 保持角色一致性"},{"id":"2026-07-10-tools-07","date":"2026-07-10","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Great agents improve continuously","summary":"ElevenLabs 推出 ElevenAgents Spotlight 功能，核心是让语音 Agent 能持续迭代优化，并支持规模化部署管理。官方称可让 Agent 从「好」到「优秀」并保持水准，已开放使用。","recommendation":"ElevenLabs 给语音 Agent 加了持续优化和规模化管理的功能，做 AI 配音、虚拟角色对话、短剧批量配音的可以点开看具体怎么用。","href":"./2026-07-10.html#item-tools-7","url":"https://x.com/ElevenLabs/status/2075226079669711266","tags":["audio_voice","agent","avatar"],"entities":["ElevenLabs","ElevenAgents Spotlight"],"gist":"ElevenLabs 推出语音 Agent 持续优化功能"},{"id":"2026-07-10-tools-08","date":"2026-07-10","section":"tools","sectionName":"工具与能力","source":"@ClaudeDevs","title":"Claude重置所有用户速率限制","summary":"Claude Devs 官方宣布已为所有用户重置了 5 小时和每周的速率限制，意味着此前因调用频繁被限速的账号现在可以重新开始正常使用。","recommendation":"Claude 官方重置了所有用户的 5 小时和每周速率限制，做 AI 短剧批量出片或跑工作流的可以趁现在多跑几轮，省得等配额。","href":"./2026-07-10.html#item-tools-8","url":"https://x.com/ClaudeDevs/status/2075279141352706215","tags":["agent","industry"],"entities":["Claude"],"gist":"Claude 重置所有用户速率限制"},{"id":"2026-07-10-tools-09","date":"2026-07-10","section":"tools","sectionName":"工具与能力","source":"@FLORAai","title":"Creative workflows on FLORA leveled up like never before…","summary":"FLORA 官方宣布工作流升级，核心变化是支持在平台内直接编辑和保留色彩分级，无需每次重新导出片段。该功能旨在让概念探索、拼接和调色在一个工作流内无缝完成，减少后期环节的导出导入损耗。","recommendation":"FLORA 更新了工作流，支持在平台内直接调色并保留，不用反复导出导入。做后期和视觉的可以上手试一下，看能不能替代部分剪辑流程里的调色环节。","href":"./2026-07-10.html#item-tools-9","url":"https://x.com/floraai/status/2075308793018118341","tags":["post_fx","color"],"entities":["FLORA"],"gist":"FLORA工作流支持平台内调色与保留"},{"id":"2026-07-10-tools-10","date":"2026-07-10","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"Use 'Sound Effects' on Fish Audio to design any sound you…","summary":"Fish Audio 官方宣布上线「Sound Effects」音效生成功能，用户可通过文本描述直接生成任意音效，适用于配音、短剧、影视后期等场景。该功能已集成至 Fish Audio 平台，无需额外工具。","recommendation":"Fish Audio 上线音效生成功能，做后期配音和短剧音效的可以直接上手试，省掉找素材库的时间。","href":"./2026-07-10.html#item-tools-10","url":"https://x.com/FishAudio/status/2075219642344214589","tags":["audio_sfx","audio_voice"],"entities":["Fish Audio"],"gist":"Fish Audio上线文本生成音效功能"},{"id":"2026-07-10-methods-01","date":"2026-07-10","section":"methods","sectionName":"方法与经验","source":"@OpenAI","title":"Meet the Wishingrads","summary":"OpenAI 官方发布案例「Meet the Wishingrads」，讲述一家人用 GPT-5.6 在自家餐厅经营谷物生意的故事。案例展示了 AI 在商业策划、内容生成、运营管理等环节的实际应用，属于业务案例化包装，非创作成品。","recommendation":"OpenAI 官方案例：一家人用 GPT-5.6 从餐桌起步做谷物生意。做 AI 短剧和品牌内容的可以当商业叙事模板看，看 AI 怎么嵌入真实创业流程。","href":"./2026-07-10.html#item-methods-1","url":"https://x.com/OpenAI/status/2075310022121472399","tags":["case_study","industry"],"entities":["GPT-5.6"],"gist":"OpenAI案例展示GPT-5.6商业应用"},{"id":"2026-07-10-methods-02","date":"2026-07-10","section":"methods","sectionName":"方法与经验","source":"@pika_labs","title":"Here’s a peek into the process of making this video with…","summary":"Pika Labs 官方展示 Director's Suite 制作流程，包含完整 shot list、角色与场景参考、timeline 及聊天式界面操作。视频中可见从分镜到成片的完整工作流，并附有未入选的彩蛋镜头。","recommendation":"Pika 官方拆解 Director's Suite 工作流，从 shot list 到 timeline 全流程可见，做 AI 短剧和编导的可以直接当模板跑一遍。","href":"./2026-07-10.html#item-methods-2","url":"https://x.com/pika_labs/status/2074911534732787928","tags":["storyboard","tutorial","video_gen"],"entities":["Pika","Director's Suite"],"gist":"Pika拆解Director's Suite制作流程"},{"id":"2026-07-10-methods-03","date":"2026-07-10","section":"methods","sectionName":"方法与经验","source":"@OpenAIDevs","title":"GPT-5.6 从口语规格构建完整服务","summary":"OpenAI 开发者账号分享了一个案例：工程师 Sam Kronick 用 GPT-5.6 从一段自然语言口语规格说明，端到端构建了一个完整的可运行服务。展示了模型将模糊需求转化为代码和系统架构的能力。","recommendation":"从一句口语需求到完整服务，GPT-5.6 的端到端能力又进了一步。做 AI 编程和自动化工作流的可以直接跑一遍这个 demo，看它处理复杂规格的稳定性。","href":"./2026-07-10.html#item-methods-3","url":"https://x.com/OpenAIDevs/status/2075279941906936035","tags":["agent","tutorial"],"entities":["GPT-5.6"],"gist":"GPT-5.6从口语构建完整服务"},{"id":"2026-07-10-methods-04","date":"2026-07-10","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"有人把 Higgsfield 变成了一个视频编辑器。 一位 Higgsfield 创作者用 vibe-coded…","summary":"Higgsfield 官方 X 账号分享：一位创作者用 vibe-coding 方式，通过 Claude + Higgsfield MCP 协议，为 Higgsfield 视频生成工具添加了时间线编辑、内置图像和视频模型、音频引擎以及渲染导出功能，将其改造成一个完整的视频编辑器。","recommendation":"用 Claude 给 Higgsfield 套了个时间线编辑器，后期和短剧团队可以照着这个思路搭自己的 AI 剪辑工作流。","href":"./2026-07-10.html#item-methods-4","url":"https://x.com/higgsfield_ai/status/2075332018129543385","tags":["agent","editing","video_gen"],"entities":["Higgsfield","Claude","MCP"],"gist":"用Claude和MCP将Higgsfield改造成编辑器"},{"id":"2026-07-10-methods-05","date":"2026-07-10","section":"methods","sectionName":"方法与经验","source":"@AYi_AInotes","title":"在Claude Code挂载Codex订阅：Fable 5管决策、GPT 5.5干代码，token省60%","summary":"在 Claude Code 中挂载 Codex 订阅，实现 Fable 5 负责架构决策与审查、GPT 5.5（Codex 模型）负责代码实现与调试的双模型分工，token 消耗节省 60%。设置需安装 openai/codex-plugin-cc 插件并认证，进阶可用 20x Pro 子代理并发 5-7 个任务，上下文衰减后通过 /handoff 承接。","recommendation":"做 AI 短剧/动画的技术整合者可以照着配一套，省 token 是实打实的，双模型分工的思路也能套到视频生成工作流里。","href":"./2026-07-10.html#item-methods-5","url":"https://x.com/AYi_AInotes/status/2075093661763686543","tags":["agent","cost_open","tutorial"],"entities":["Claude Code","Codex","Fable 5","GPT 5.5"],"gist":"在Claude Code挂载Codex订阅实现双模型分工省token"},{"id":"2026-07-10-methods-06","date":"2026-07-10","section":"methods","sectionName":"方法与经验","source":"@dotey","title":"四大模型物理引擎测试：Sol Ultra成本高但效果倒退","summary":"用户用相同提示词横向测试 GPT-5.6 Sol Ultra、Opus 4.8、GPT-5.5 和 Grok 4.5 的物理引擎模拟能力，三个场景：卡车后空翻砸汽车、赛车飞跃公交车撞砖墙、火车断桥脱轨坠水。Sol Ultra 生成 3.29 万 token（$0.33），画面细节略好于 GPT-5.5，但后两个场景物理效果明显更差，结论是花 3 倍价格得到“物理更差、画面稍好”的 GPT-5.5。Grok 4.5 三项测试搞砸两项，仅“火车脱轨”尚可。","recommendation":"做 AI 短剧和视觉特效的可以当避坑指南看，Sol Ultra 物理模拟翻车，Grok 4.5 三项砸两项，省下选型试错成本。","href":"./2026-07-10.html#item-methods-6","url":"https://x.com/dotey/status/2075342549351297525","tags":["case_study","cost_open","video_gen"],"entities":["GPT-5.6 Sol Ultra","Opus 4.8","GPT-5.5","Grok 4.5"],"gist":"横向测试四大模型物理引擎模拟能力"},{"id":"2026-07-10-methods-07","date":"2026-07-10","section":"methods","sectionName":"方法与经验","source":"@letz_ai","title":"RT @karim_yourself: Seedream 5 Pro is a game changer for…","summary":"推文展示 Seedream 5 Pro 生成的 12 张电影级 AI 图像，并附带了对应的 prompt。该模型在画面质感、光影和构图上有明显提升，适合作为视觉风格参考和 prompt 模板库。","recommendation":"视觉师可以点开看 12 张图+prompt，当风格参考和 prompt 模板用。","href":"./2026-07-10.html#item-methods-7","url":"https://x.com/letz_ai/status/2075169044248822039","tags":["image_gen","prompt","art_design"],"entities":["Seedream 5 Pro"],"gist":"Seedream 5 Pro生成12张电影级图像及提示词"},{"id":"2026-07-10-methods-08","date":"2026-07-10","section":"methods","sectionName":"方法与经验","source":"@gengdaJ","title":"爽了，现在可以直接用Codex自动批量抓取公众号文章。 原创、一次性多篇都可以精确抓取…","summary":"个人创作者分享用 Codex 自动批量抓取公众号文章的工作流，支持一次性抓取多篇原创文章，以及正文、点赞、分享、评论、阅读量等数据，扫码登录后状态可保持 4 天。","recommendation":"做 AI 短剧或 IP 运营的，如果日常要批量扒公众号数据做竞品分析或素材收集，这个 Codex 工作流能省不少手动操作时间。","href":"./2026-07-10.html#item-methods-8","url":"https://x.com/gengdaJ/status/2075149270454546523","tags":["agent","tutorial"],"entities":["Codex"],"gist":"用Codex自动批量抓取公众号文章数据"},{"id":"2026-07-10-methods-09","date":"2026-07-10","section":"methods","sectionName":"方法与经验","source":"@touxnplayai","title":"WorkBuddy实战教程【完结篇】 前两天跟大家分享了WorkBuddy的基础和进阶教程，大家已经开始慢慢用起来了…","summary":"图寻AI 发布 WorkBuddy 实战教程完结篇，覆盖场景最全、实操价值最强，包含基础与进阶教程后的终极指南。","recommendation":"WorkBuddy 的终极实战教程，覆盖场景最全的一篇。做 AI 工作流整合的可以直接收藏当操作手册用。","href":"./2026-07-10.html#item-methods-9","url":"https://x.com/touxnplayai/status/2075109958228517167","tags":["tutorial","agent"],"entities":["WorkBuddy"],"gist":"WorkBuddy实战教程完结篇覆盖全场景"},{"id":"2026-07-10-works-01","date":"2026-07-10","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"This isn’t a tale of pilgrimage","summary":"PixVerse 联合 RedRatPictures、2100Studio 出品《悟空：重生》PV，导演王星建。PV 已发布，长片计划 2026 年上映。官方同步公开了完整画布工作流，可供拆解角色一致性和镜头调度方案。","recommendation":"PixVerse 联合出品的《悟空：重生》PV，导演王星建，2026 年长片预告。做 AI 短剧和视觉开发的可以拉片看角色一致性和镜头调度，工作流也公开了。","href":"./2026-07-10.html#item-cases-1","url":"https://x.com/PixVerse_/status/2075127973326499941","tags":["case_study","film","consistency","camera"],"entities":["PixVerse"],"gist":"PixVerse出品悟空重生PV公开工作流"},{"id":"2026-07-10-works-02","date":"2026-07-10","section":"cases","sectionName":"作品与案例","source":"@Kling_ai","title":"可灵AI短片大赛金奖《Ingested》","summary":"可灵 AI 4K 短片创作大赛金奖作品《Ingested》，导演 KUA KEE SENG，主题围绕身份、幻觉与重生，超现实风格短片。","recommendation":"可灵官方大赛金奖作品，做 AI 短剧和视觉的可以拉片看超现实题材的视觉风格和叙事节奏处理。","href":"./2026-07-10.html#item-cases-2","url":"https://x.com/Kling_ai/status/2075248613169746336","tags":["case_study","short_drama","art_design","film"],"entities":["可灵"],"gist":"可灵大赛金奖短片《Ingested》超现实风格拉片"},{"id":"2026-07-10-works-03","date":"2026-07-10","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"PixVerse 孙悟空归来，六耳获金箍","summary":"PixVerse 官方发布 AI 短片《孙悟空归来：六耳获金箍》，以孙悟空被封印、六耳偷学身法并发现金箍为剧情起点，视觉风格偏东方奇幻，角色设计和打斗镜头是看点。","recommendation":"PixVerse 官方出的孙悟空题材 AI 短片，视觉风格和角色设计有看点，做 AI 短剧和视觉开发的可以拉片看角色一致性和打斗镜头处理。","href":"./2026-07-10.html#item-cases-3","url":"https://x.com/PixVerse_/status/2075127960856879336","tags":["case_study","short_drama","consistency","animation"],"entities":["PixVerse"],"gist":"PixVerse孙悟空AI短片角色一致性与打斗镜头"},{"id":"2026-07-10-works-04","date":"2026-07-10","section":"cases","sectionName":"作品与案例","source":"@gizakdag","title":"如果你没人告诉你它应该是什么样子，你会创造什么？ 这是我提交给 CREAITE 的创意赛道的影片，CREAITE 是…","summary":"创作者 Gizem Akdag 提交给 CapCut 全球 AI 节 CREAITE 创意赛道的 AI 短片，主题围绕「如果没人告诉你它应该是什么样子，你会创造什么？」。该赛事在电影、剧集、创意和商业领域开放，奖金总额 20 万美元，入选作品将在今年晚些时候的主要电影节展出。","recommendation":"CapCut 全球 AI 节参赛短片，奖金池 20 万美元，入选作品将在主要电影节展出。做 AI 短剧和编导的可以拉片看叙事和视觉风格，顺便了解这个比赛的门槛和赛道设置。","href":"./2026-07-10.html#item-cases-4","url":"https://x.com/gizakdag/status/2075180006959952154","tags":["case_study","film","industry"],"entities":["CapCut","CREAITE"],"gist":"CapCut全球AI节参赛短片及赛事介绍"},{"id":"2026-07-10-works-05","date":"2026-07-10","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"月亮入侵 第01集 原创架空伪人模拟恐怖短片系列 【AI全民制作人】","summary":"B 站 UP 主「AI全民制作人」的原创架空伪人模拟恐怖短片系列《月亮入侵》第一集，使用 Blender 3D 建模、僵毁游戏场景与 UPDREAM AICG 工具混合制作，属于个人创作者独立完成的 AI 短片系列。","recommendation":"个人创作者用 Blender+游戏场景+AI 出片的混合工作流，做 AI 短剧和视觉的可以拉片看 3D 资产与 AI 画面怎么拼。","href":"./2026-07-10.html#item-cases-5","url":"https://www.bilibili.com/video/BV1RNME6cEgp","tags":["case_study","short_drama","three_d","animation"],"entities":["Blender","UPDREAM AICG"],"gist":"个人创作者混合3D与AI的恐怖短片工作流"},{"id":"2026-07-11-industry-01","date":"2026-07-11","section":"industry","sectionName":"行业与平台","source":"IT之家","title":"OpenAI 整合桌面端 ChatGPT / Codex 应用，集成聊天、工作和 AI 编程","summary":"OpenAI 发布新版桌面应用，整合 Chat、ChatGPT Work 和 Codex 三大模块，保留现有 Codex 任务和项目，新旧应用可共存。新版集聊天、工作和 Codex 于一体，新代理功能可能仅在新应用中提供。网页版与桌面版聊天记录同步，桌面版 Work 线程和本地文件保留在原计算机。","recommendation":"OpenAI 把聊天、办公和 AI 编程塞进一个桌面 App，做 AI 工作流整合的可以直接装起来跑一遍，看 Codex 任务和 ChatGPT 工作线程怎么打通。","href":"./2026-07-11.html#item-industry-1","url":"https://www.ithome.com/0/974/804.htm","tags":["agent","industry"],"entities":["OpenAI","ChatGPT","Codex"],"gist":"OpenAI桌面应用整合聊天工作与编程"},{"id":"2026-07-11-industry-02","date":"2026-07-11","section":"industry","sectionName":"行业与平台","source":"@dotey","title":"OpenAI 推出 ChatGPT Work 与 Codex 两款智能体","summary":"OpenAI 推出 ChatGPT Work 与 Codex 两款智能体。Work 可跨应用收集信息并交付文档/表格等成品，支持定时任务，连接 Slack、Gmail 等插件；Codex 操作代码仓库、改代码、提 PR。两者共享“智能体用量”额度池，与 Chat 对话额度独立。定价包含在 ChatGPT 订阅中，额度自 4 月起按 Token 消耗计算。Work 在网页/手机/桌面端可用，Codex 仅桌面端。","recommendation":"OpenAI 把智能体拆成 Chat/Work/Codex 三个角色，Work 能跨应用交文档成品、Codex 能直接改代码提 PR。做 AI 短剧和工具链整合的可以看看这个智能体用量池怎么算，后面接自动化工作流用得着。","href":"./2026-07-11.html#item-industry-2","url":"https://x.com/dotey/status/2075652538058109385","tags":["agent","industry"],"entities":["OpenAI","ChatGPT Work","Codex"],"gist":"OpenAI推出Work与Codex两款智能体"},{"id":"2026-07-11-industry-03","date":"2026-07-11","section":"industry","sectionName":"行业与平台","source":"@gdb","title":"Greg Brockman 推出开源项目 Tend，将收件箱等转化为 AI 循环系统","summary":"OpenAI 联合创始人 Greg Brockman 推出开源项目 Tend，基于 GPT-5.6 构建，可将收件箱、招聘流程或客服队列转化为可在 ChatGPT Work 中管理的 AI 循环系统。系统能自动扫描邮件、判断优先级、生成摘要和回复建议，用户可批准或编辑，智能体从用户修订中学习并记住偏好。","recommendation":"Greg Brockman 的开源项目，把收件箱和客服队列变成 AI 循环系统，做 AI 工作流整合的可以拉下来跑一遍，看怎么把重复性沟通自动化。","href":"./2026-07-11.html#item-industry-3","url":"https://x.com/gdb/status/2075633868552769998","tags":["agent","industry","cost_open"],"entities":["Tend","GPT-5.6","ChatGPT Work"],"gist":"Greg Brockman开源AI循环系统Tend自动化收件箱"},{"id":"2026-07-11-industry-04","date":"2026-07-11","section":"industry","sectionName":"行业与平台","source":"@kimmonismus","title":"OpenAI 重置 Codex 与 ChatGPT Work 用量限制，承认发布问题并推出改进","summary":"OpenAI 产品负责人承认 GPT 5.6 Sol 及 ChatGPT Work 发布存在多项问题：最高计算设置对用量限制影响不透明、桌面应用重组导致聊天和项目难找、多智能体工作流出现回退及插件体验粗糙。今日已上线首批改进，包括重置用量、调整默认设置避免用户误选高成本选项、修复插件提交问题。下周将推出更大更新，包括将聊天和项目放回侧边栏、更清晰地显示用量和重置时间、明确 ChatGPT Work 与 Codex 的使用场景。","recommendation":"OpenAI 承认 Codex 和 ChatGPT Work 发布翻车，用量限制不透明、桌面端体验差。做 AI 编程和 Agent 工作流的可以看看官方承认了哪些坑，以及下周的修复方向。","href":"./2026-07-11.html#item-industry-4","url":"https://x.com/kimmonismus/status/2075649593954406730","tags":["agent","industry","tutorial"],"entities":["Codex","ChatGPT Work","GPT-5.6 Sol"],"gist":"OpenAI承认Codex和ChatGPT Work发布问题及改进"},{"id":"2026-07-11-industry-05","date":"2026-07-11","section":"industry","sectionName":"行业与平台","source":"@invideoOfficial","title":"我们正在制作一部故事片，我们正在寻找剧本。 如果你有一个，我们想读一读。 如果我们喜欢，我们就买下它…","summary":"AI 视频生成平台 InVideo 官方宣布正在制作一部故事片，公开征集剧本，承诺选中即买断。投稿需提交注册剧本和概要至指定邮箱。这是 AI 公司从工具方转向内容出品方的直接信号，对 AI 编导和制片人来说是一个新的变现出口。","recommendation":"InVideo 公开征集长片剧本并承诺买断，做 AI 长片和短剧的编导、制片可以投剧本试试，这是少有的 AI 公司直接下场做院线级内容的机会。","href":"./2026-07-11.html#item-industry-5","url":"https://x.com/invideoOfficial/status/2075633658338423137","tags":["film","script","industry"],"entities":["InVideo"],"gist":"InVideo公开征集故事片剧本并承诺买断"},{"id":"2026-07-11-industry-06","date":"2026-07-11","section":"industry","sectionName":"行业与平台","source":"@xiaohu","title":"Cloudflare 发布 Drop 把文件夹扔进去，就能立刻让你的网页在全球上线 而且免费不用注册…","summary":"Cloudflare 发布 Drop，一个零门槛静态网站部署工具：用户无需注册 Cloudflare 账号，直接将本地文件夹拖入即可在全球 CDN 上线，获得一个临时预览链接，有效期约 1 小时，可用于测试和分享。","recommendation":"Cloudflare 新出的零门槛静态站部署工具，拖文件夹就能上线，不用注册。做 AI 工具原型、作品展示页、工作流 demo 的可以当免费临时托管用，省掉配服务器的时间。","href":"./2026-07-11.html#item-industry-6","url":"https://x.com/xiaohu/status/2075395846213091769","tags":["cost_open","tutorial"],"entities":["Cloudflare Drop"],"gist":"Cloudflare Drop零门槛部署静态网站"},{"id":"2026-07-11-tools-01","date":"2026-07-11","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"Ordinary clip in ---> extraordinary product reveal out","summary":"Pika Labs 官方宣布其 VFX 技能上线，用户可将普通视频片段直接转换为高质量产品展示视频，特效处理简化至一键操作。该功能面向产品营销、广告短片等场景，降低 VFX 制作门槛。","recommendation":"Pika 把 VFX 特效做成了傻瓜式操作，后期和视觉师可以直接上手测，省掉传统抠像合成流程。","href":"./2026-07-11.html#item-tools-1","url":"https://x.com/pika_labs/status/2075388918812610688","tags":["post_fx","commercial","video_gen"],"entities":["Pika"],"gist":"Pika VFX技能一键生成产品展示视频"},{"id":"2026-07-11-tools-02","date":"2026-07-11","section":"tools","sectionName":"工具与能力","source":"@invideoOfficial","title":"将草图故事板转化为动画预可视化过去需要几周时间。现在不再如此…","summary":"Invideo 推出 Agent One 新功能，支持上传草图故事板、选角表、地点表、镜头分解表、风格与感觉文档，Agent 自动生成九格情绪板，用户挑选锁定成功镜头后编译为最终网格，将传统需数周的预可视化流程压缩至数小时。","recommendation":"Invideo 把预可视化从几周压到几小时，编导和视觉师可以直接上传草图故事板跑一遍，看 Agent One 出九格情绪板的命中率。","href":"./2026-07-11.html#item-tools-2","url":"https://x.com/invideoOfficial/status/2075577073310323036","tags":["storyboard","animation","agent"],"entities":["Agent One","Invideo"],"gist":"Invideo Agent One将草图故事板转为预可视化"},{"id":"2026-07-11-tools-03","date":"2026-07-11","section":"tools","sectionName":"工具与能力","source":"@testingcatalog","title":"Claude桌面应用内置浏览器支持Claude Code","summary":"Anthropic 为 Claude 桌面应用的 Claude Code 功能内置了网页浏览器，支持在应用内直接打开和调试 URL，无需切换外部浏览器。该更新面向 AI 编程和自动化工作流场景，提升 Claude Code 的集成开发体验。","recommendation":"Claude Code 现在能在桌面应用里直接打开和调试网页链接，搞 AI 编程和自动化工作流的可以省掉切浏览器的手，实测一下集成效率。","href":"./2026-07-11.html#item-tools-3","url":"https://x.com/testingcatalog/status/2075639639352717667","tags":["agent","tutorial"],"entities":["Claude"],"gist":"Claude桌面应用内置浏览器支持Claude Code调试"},{"id":"2026-07-11-tools-04","date":"2026-07-11","section":"tools","sectionName":"工具与能力","source":"@ytjessie_","title":"Pika 刚刚通过 MCP 推出了他们的 4K-VFX 技能，我用 Claude Code 编辑了整个视频…","summary":"Pika 通过 MCP（Model Context Protocol）推出 4K-VFX 技能，用户可在 Claude Code 中直接调用该技能编辑视频。发帖人 @ytjessie_ 已用此流程完成整段视频编辑，并在推文中附带了可复用的提示词。该能力将视频 VFX 编辑与 AI 编程 Agent 工作流打通，后期和整合团队可直接在代码环境中调用 Pika 的 4K 视觉特效能力。","recommendation":"Pika 的 4K-VFX 技能通过 MCP 协议开放，能用 Claude Code 直接调用来编辑视频。做后期和整合工作流的可以装起来跑一遍，看能不能把 VFX 环节塞进 AI 编程管线。","href":"./2026-07-11.html#item-tools-4","url":"https://x.com/ytjessie_/status/2075669475815534815","tags":["post_fx","agent","tutorial"],"entities":["Pika","Claude Code"],"gist":"Pika通过MCP推出4K-VFX技能，可在Claude Code中调用"},{"id":"2026-07-11-tools-05","date":"2026-07-11","section":"tools","sectionName":"工具与能力","source":"@ManusAI","title":"The @ElevenLabs connector is now live on Manus","summary":"Manus 平台正式集成 ElevenLabs 语音连接器，支持在 Manus 内直接调用 ElevenLabs 的语音克隆、多语言生成和 AI 配音能力。官方演示案例：用一条 prompt 生成一个带复古 UI 的个性化歌曲生成器，支持 4 种语言，AI 旁白使用作者本人的克隆语音。","recommendation":"Manus 接入了 ElevenLabs 语音克隆，做 AI 配音和声音设计的可以直接在 Manus 里调 ElevenLabs 的语音能力，省掉来回导音频的步骤。","href":"./2026-07-11.html#item-tools-5","url":"https://x.com/ManusAI/status/2075404124812869941","tags":["audio_voice","agent"],"entities":["ElevenLabs","Manus"],"gist":"Manus集成ElevenLabs语音克隆与配音能力"},{"id":"2026-07-11-tools-06","date":"2026-07-11","section":"tools","sectionName":"工具与能力","source":"@gdb","title":"GPT-Live 实现个性化互动新闻简报","summary":"OpenAI 联合创始人 Greg Brockman 演示 GPT-Live 新用例：用户可在 ChatGPT 中设置定时任务生成个性化新闻简报，GPT-Live 朗读过程中可随时打断提问或要求补充研究，处理完请求后从中断处继续朗读。该功能支持在现有对话线程（包括定时任务线程）中直接启用。","recommendation":"OpenAI 联合创始人亲自演示 GPT-Live 新玩法：定时新闻简报 + 朗读 + 随时打断提问。做 AI 配音和播客的可以看看这个交互模式怎么用。","href":"./2026-07-11.html#item-tools-6","url":"https://x.com/gdb/status/2075577691051528614","tags":["audio_voice","agent"],"entities":["GPT-Live"],"gist":"GPT-Live实现个性化新闻简报朗读与交互"},{"id":"2026-07-11-tools-07","date":"2026-07-11","section":"tools","sectionName":"工具与能力","source":"公众号","title":"K2.7 Code 高速版已正式登陆 Kimi Code","summary":"月之暗面宣布 K2.7 Code 高速版结束 Beta 测试，成为 Kimi Code 常驻可选模式。Allegretto 及以上会员可在 CLI 中通过 `/model` 选择 `kimi-for-coding-highspeed` 开启。高速版与普通版同模型，输出速度约 180-260 Token/s，为普通版 5-6 倍，但 Coding Plan 用量消耗为普通版 3 倍。","recommendation":"Kimi 把 K2.7 Code 高速版转正了，输出速度是普通版 5-6 倍，做 AI 编程和自动化工作流的可以直接切过去跑一周看效率提升。","href":"./2026-07-11.html#item-tools-7","url":"https://mp.weixin.qq.com/s/YNBEeJQxdQY5NOl3UiKdaA","tags":["agent","cost_open"],"entities":["Kimi Code"],"gist":"K2.7 Code高速版登陆Kimi Code，速度提升5-6倍"},{"id":"2026-07-11-tools-08","date":"2026-07-11","section":"tools","sectionName":"工具与能力","source":"@berryxia","title":"HyperFrames 更新：AI 根据音乐节奏自动剪辑视频","summary":"HyperFrames 近期更新，AI 可解析音乐 BPM、拍子、乐句转折等节奏结构，并以此作为时间轴硬约束。用户输入一句提示，AI 自动挑选歌曲段落、组装画面、调整布局，并将时长锁定到最近的鼓点。主推文作者建议结合 Codex 使用以提升性价比。","recommendation":"做 AI 剪辑和短剧后期的可以装起来用，音乐卡点自动对齐能省一多半手动对轨的时间。","href":"./2026-07-11.html#item-tools-8","url":"https://x.com/berryxia/status/2075393716110725240","tags":["editing","audio_music","tutorial"],"entities":["HyperFrames"],"gist":"HyperFrames根据音乐节奏自动剪辑视频"},{"id":"2026-07-11-tools-09","date":"2026-07-11","section":"tools","sectionName":"工具与能力","source":"@shao__meng","title":"ChatGPT Codex 额度机制更新：触发限制时暂停而非扣减","summary":"ChatGPT Codex 额度机制更新：此前任务会先跑完再提示额度不足并扣减下周期额度；现在改为在可继续节点直接暂停，告知限制原因与重置时间，重置后自动继续。用户反馈下午起额度消耗速度似有加快，可能因运行了两次 Sites 测试。","recommendation":"Codex 额度机制从「跑完再扣」改成「到限就停」，做 AI 短剧批量出图的可以留意，省得任务跑一半被扣掉额度。","href":"./2026-07-11.html#item-tools-9","url":"https://x.com/shao__meng/status/2075541716304843060","tags":["agent","industry"],"entities":["ChatGPT Codex"],"gist":"Codex额度机制更新，触发限制暂停而非扣减"},{"id":"2026-07-11-tools-10","date":"2026-07-11","section":"tools","sectionName":"工具与能力","source":"@rionaifantasy","title":"Codex牛逼！！不对，Chatgpt桌面端牛逼！！ 内置浏览器支持一键无脑导入你的google chrome数据了…","summary":"ChatGPT 桌面端内置浏览器新增一键导入 Chrome 浏览器数据功能，可继承所有网站登录态，无需重复输入密码。该功能打通了浏览器插件与桌面端的数据壁垒，适用于需要频繁在 ChatGPT 内调用网页工具或进行自动化操作的场景。","recommendation":"ChatGPT 桌面端内置浏览器终于能直接继承 Chrome 登录态，不用每次输密码了。做 AI 编程和自动化工作流的可以省一步，实测一下兼容性。","href":"./2026-07-11.html#item-tools-10","url":"https://x.com/rionaifantasy/status/2075579587128680580","tags":["agent","tutorial"],"entities":["ChatGPT"],"gist":"ChatGPT桌面端内置浏览器支持导入Chrome登录态"},{"id":"2026-07-11-methods-01","date":"2026-07-11","section":"methods","sectionName":"方法与经验","source":"@GoogleAI","title":"Google Genie 项目：街景生成 360 度交互世界","summary":"Google AI 发布 Project Genie 研究原型，基于 Google Maps 街景数据，用户输入文本或真实地点即可生成并探索交互式 360 度虚拟环境。Genie 通过预测后续帧逐帧生成世界，模拟跨海、登顶等动态体验，解决传统生成中的“空白空间”问题。","recommendation":"Google 用街景数据生成可交互的 360 度虚拟世界，做 AI 短片和虚拟制作的可以蹲后续 API 或集成，看能不能当场景生成器用。","href":"./2026-07-11.html#item-methods-1","url":"https://x.com/GoogleAI/status/2075609303029776872","tags":["three_d","video_gen"],"entities":["Genie"],"gist":"Google Genie用街景生成360度交互世界"},{"id":"2026-07-11-methods-02","date":"2026-07-11","section":"methods","sectionName":"方法与经验","source":"@pika_labs","title":"HEAR YE, HEAR YE","summary":"Pika Labs 官方发布一支中世纪题材 AI 短片，完全使用自家 Director's Suite 工具链制作，并同步公开幕后制作过程视频。短片展示了从分镜到成片的全流程，验证了单一工具链完成短剧级内容生产的可行性。","recommendation":"Pika 官方用自家 Director's Suite 拍了一支中世纪短片，还公开了幕后制作过程。做 AI 短剧和编导的可以拉片看官方工作流怎么走，从分镜到成片一步没切工具。","href":"./2026-07-11.html#item-methods-2","url":"https://x.com/pika_labs/status/2075270820407247295","tags":["case_study","short_drama","storyboard"],"entities":["Pika","Director's Suite"],"gist":"Pika官方用Director's Suite制作中世纪AI短片"},{"id":"2026-07-11-methods-03","date":"2026-07-11","section":"methods","sectionName":"方法与经验","source":"@emollick","title":"GPT-5.6 Sol 零代码构建粗野主义城市生成器","summary":"Ethan Mollick 用 GPT-5.6 Sol 在 Codex 中零代码创建了一个程序化粗野主义城市建造器。他仅通过自然语言提示\"制作一个可拖拽编辑的程序化粗野主义建筑生成器\"并反复要求\"让它更好\"，全程未触碰代码。相比此前用 GPT-5 制作的同类 demo，时间跨度不到一年，展示了模型能力的显著提升。","recommendation":"Ethan Mollick 用 GPT-5.6 Sol 零代码搭了个粗野主义城市生成器，全程只动嘴没碰代码。做视觉开发和工具链整合的可以跑一遍这个工作流，看自然语言编程能到什么程度。","href":"./2026-07-11.html#item-methods-3","url":"https://x.com/emollick/status/2075426533896868046","tags":["agent","three_d","tutorial"],"entities":["GPT-5.6 Sol","Codex"],"gist":"用GPT-5.6 Sol零代码构建城市生成器"},{"id":"2026-07-11-methods-04","date":"2026-07-11","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"PixVerse 发布 AI 生成情侣舞蹈 MV，展示视频生成能力","summary":"PixVerse 官方发布 AI 情侣舞蹈 MV 制作模板，提供两种 Prompt 模式：模式 A 用两张参考图生成 15 秒实写风格 MV，要求保持人物特征并添加水彩手绘 VFX 效果，节奏 118 BPM；模式 B 支持多张参考图同时出演，生成 60fps 偶像概念 MV，要求多人物同框、手绘 2D 特效同步，并模拟 5 台摄像机切换。歌词由 Gemini Omni 生成。","recommendation":"PixVerse 官方放出的情侣舞蹈 MV 模板，两种 Prompt 模式直接可抄，做短剧和 MV 的可以套着跑一遍看效果。","href":"./2026-07-11.html#item-methods-4","url":"https://x.com/PixVerse_/status/2075643212971069631","tags":["mv","video_gen","prompt"],"entities":["PixVerse","Gemini Omni"],"gist":"PixVerse发布情侣舞蹈MV模板，两种Prompt模式"},{"id":"2026-07-11-methods-05","date":"2026-07-11","section":"methods","sectionName":"方法与经验","source":"X","title":"Grok 4.5 在一小时内创建 FPS 游戏","summary":"Elon Musk 演示 Grok 4.5 在 Grok Build 中一小时创建 FPS 游戏：先写游戏设计文档并从网络获取免费素材，再生成带实施阶段的 TODO.md，然后循环运行构建每个阶段。SpaceXAI 和 Cursor 参与协作。","recommendation":"Musk 演示了 Grok 4.5 从设计文档到 FPS 游戏的一小时全流程，做 AI 编程和 Agent 工作流的可以拆解这个循环构建思路，套到自己的项目里试试。","href":"./2026-07-11.html#item-methods-5","url":"https://x.com/elonmusk/status/2075371558588055670","tags":["agent","tutorial","case_study"],"entities":["Grok 4.5","Grok Build","Cursor"],"gist":"Grok 4.5 一小时创建 FPS 游戏的 Agent 工作流"},{"id":"2026-07-11-methods-06","date":"2026-07-11","section":"methods","sectionName":"方法与经验","source":"@oggii_0","title":"使用 GPT image 2 + Seedance 2.0 制作于 @SocialSight…","summary":"个人创作者 Oogie 分享用 GPT Image 2 生成首帧作为视觉参考，再导入 Seedance 2.0 生成 15 秒单镜头连续跟踪镜头的二战战场片段。提示词要求超现实主义电影风格、无剪辑、移除所有引导叠加层。属于工作流片段级 demo，非完整作品。","recommendation":"个人创作者用 GPT Image 2 + Seedance 2.0 跑出的 15 秒单镜头二战战场 demo，做视觉和镜头参考的可以看看首帧控图效果。","href":"./2026-07-11.html#item-methods-6","url":"https://x.com/oggii_0/status/2075463638278897731","tags":["video_gen","image_gen","control","camera"],"entities":["GPT Image 2","Seedance 2.0"],"gist":"GPT Image 2 首帧控图配合 Seedance 2.0 生成单镜头片段"},{"id":"2026-07-11-methods-07","date":"2026-07-11","section":"methods","sectionName":"方法与经验","source":"@Vincent_AINotes","title":"Codex 额度不够用，未必是你问得太多，而是模型分工错了。 GPT-5…","summary":"个人经验分享：将 GPT-5.6 拆成 Sol（拆解复杂问题、定方案、处理证据冲突）和 Luna（执行批量任务、写代码、跑修改）两个角色分工，以节省 Codex 额度。","recommendation":"一个省额度的模型分工思路：Sol 拆问题、Luna 批量执行。搞 AI 编程和 Agent 工作流的可以套着跑一周，看能不能把 Codex 额度压下来。","href":"./2026-07-11.html#item-methods-7","url":"https://x.com/Vincent_AINotes/status/2075451596876730865","tags":["agent","tutorial"],"entities":["Codex","GPT-5.6"],"gist":"GPT-5.6 拆分为 Sol 和 Luna 角色分工节省 Codex 额度"},{"id":"2026-07-11-methods-08","date":"2026-07-11","section":"methods","sectionName":"方法与经验","source":"@nicekate8888","title":"有观众好奇怎么让 GPT 5.6 Sol 一次提示做出以下成语故事视频 关键两个 skill：…","summary":"个人创作者分享用 GPT 5.6 Sol 一次提示生成成语故事视频的工作流，关键依赖两个 skill：react-best-practice 和 MiniMax 音频生成 skill，后者内置多种适合讲故事的音色，AI 可自动挑选。","recommendation":"个人分享用 GPT 5.6 Sol 一次提示生成成语故事视频的工作流，关键在 react-best-practice 和 MiniMax 音频 skill。做 AI 短剧和后期配音的可以看看这个 skill 组合思路。","href":"./2026-07-11.html#item-methods-8","url":"https://x.com/nicekate8888/status/2075503536348266824","tags":["agent","audio_voice","short_drama","tutorial"],"entities":["GPT 5.6 Sol","MiniMax"],"gist":"GPT 5.6 Sol 配合 MiniMax 音频 skill 生成成语故事视频"},{"id":"2026-07-11-methods-09","date":"2026-07-11","section":"methods","sectionName":"方法与经验","source":"@Arcadia_Bao","title":"自然写作GPT-5.6 Sol vs Fable 5 vs Sonnet 5 因为和 GPT-5…","summary":"博主对比了GPT-5.6 Sol、Fable 5和Sonnet 5在自然写作和对话中的措辞表现，认为GPT-5.6 Sol的语言风格更自然，去掉了之前的“铁锈味”。这是一篇个人体验分享，非官方评测，但提供了不同模型在语言自然度上的主观对比。","recommendation":"个人体验向的模型语言风格对比，对AI配音和对话剧本创作者有参考价值，但非官方评测，当个参考就行。","href":"./2026-07-11.html#item-methods-9","url":"https://x.com/Arcadia_Bao/status/2075412858578632952","tags":["script","audio_voice"],"entities":["GPT-5.6 Sol","Fable 5","Sonnet 5"],"gist":"对比 GPT-5.6 Sol、Fable 5、Sonnet 5 的自然写作措辞"},{"id":"2026-07-11-works-01","date":"2026-07-11","section":"cases","sectionName":"作品与案例","source":"公众号","title":"葫芦兄弟40周年，我们用Seedance 2.5做了一支动画片","summary":"火山引擎用 Seedance 2.5 为《葫芦兄弟》40 周年制作了一支 AI 动画短片，验证了经典 IP 角色在 AI 视频生成中的风格一致性和叙事还原能力。","recommendation":"Seedance 2.5 做经典 IP 动画短片，做 AI 短剧和视觉的可以拉片看角色一致性和风格还原度。","href":"./2026-07-11.html#item-cases-1","url":"https://mp.weixin.qq.com/s/ywmxYg7z22jLe0kfOey7hQ","tags":["video_gen","animation","consistency","case_study"],"entities":["Seedance 2.5"],"gist":"Seedance 2.5 制作葫芦兄弟 40 周年 AI 动画短片"},{"id":"2026-07-11-works-02","date":"2026-07-11","section":"cases","sectionName":"作品与案例","source":"@thsottiaux","title":"OpenAI 5.6-sol 纯文本指令生成 3D 鹈鹕演示","summary":"OpenAI 5.6-sol 模型演示：仅通过纯文本指令（如“设定一个目标，尽可能准确地渲染这个”“加一辆 G-Wagon”）生成 3D 鹈鹕骑三轮车、鹈鹕叠鹈鹕的交互场景。全程无人阅读或编辑代码、无人上传素材，完全由自然语言驱动 3D 内容生成。","recommendation":"纯文本指令直接生成 3D 场景，不用写代码、不用传素材，做视觉开发和工具链整合的可以点开 demo 看看生成质量和指令理解边界在哪。","href":"./2026-07-11.html#item-cases-2","url":"https://x.com/thsottiaux/status/2075389936564588714","tags":["three_d","video_gen"],"entities":["OpenAI 5.6-sol"],"gist":"OpenAI 5.6-sol 纯文本指令生成3D场景"},{"id":"2026-07-11-works-03","date":"2026-07-11","section":"cases","sectionName":"作品与案例","source":"@ring_hyacinth","title":"受森马邀请，我们用 AI 为森马的新 IP SHAMA 制作了一条短片…","summary":"创作者 Ring Hyacinth 受森马邀请，为其新 IP「SHAMA」制作 AI 短片。短片以「一张废稿」为起点，通过橡皮擦小车串联线头、纽扣、布料水母、颜料桶等元素，最终在白T上形成新印花，传达「未完成的都会成为养料」的品牌理念。该片为商业定制项目，服务于 SHAMA「反精致代言人」系列潮玩新品的发布推广。","recommendation":"商业品牌 AI 短片案例，视觉师和编导可以拉片看叙事创意和视觉风格如何服务品牌调性，做 AI 短剧的也能参考这种「废稿变养料」的叙事结构。","href":"./2026-07-11.html#item-cases-3","url":"https://x.com/ring_hyacinth/status/2075460009971126783","tags":["commercial","case_study","animation"],"entities":[],"gist":"森马AI短片案例展示品牌叙事与视觉风格"},{"id":"2026-07-11-works-04","date":"2026-07-11","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"《当哈利变成哈莉》第七集 ：欢迎来到霍格沃茨 分院的抉择 性转版哈利波特【AI全民制作人】","summary":"B 站 UP 主「AI全民制作人」的 AI 短片系列《当哈利变成哈莉》第七集，性转版哈利波特同人题材，聚焦分院帽场景。该系列已持续产出多集，验证了 AI 工具在长系列同人叙事中的角色一致性和风格统一能力。","recommendation":"AI 性转版哈利波特系列第七集，做 AI 短剧和同人 IP 的可以拉片看角色一致性和长系列叙事怎么处理。","href":"./2026-07-11.html#item-cases-4","url":"https://www.bilibili.com/video/BV1LpMJ6BE7r","tags":["short_drama","consistency","case_study"],"entities":[],"gist":"AI性转哈利波特系列验证角色一致性"},{"id":"2026-07-12-industry-01","date":"2026-07-12","section":"industry","sectionName":"行业与平台","source":"@thsottiaux","title":"OpenAI 为 ChatGPT Work 和 Codex 用户再次重置用量限制","summary":"OpenAI 为 ChatGPT Work 和 Codex 用户再次重置用量限制，预计 30 分钟内生效。团队承认 GPT 5.6 Sol 发布后存在多项问题：最高计算设置对用量限制影响不透明、桌面应用重组导致聊天和项目难找、发布重心偏向 ChatGPT Work 让 Codex 用户误以为将被淘汰、多智能体工作流出现回退及插件问题。今日已部署首批改进，包括重置用量两次、调整默认设置避免高成本选项、修复插件提交问题、优化 Codex 产品展示及桌面问题。下周将推出更大更新，包括将聊天和项目以更熟悉的方式放回侧边栏、更清晰地显示用量和重置时间、明确 ChatGPT Work 与 Codex 的使用场景。","recommendation":"OpenAI 承认 GPT 5.6 Sol 发布后搞崩了用量和桌面体验，今天已打补丁，下周还有大更新。用 ChatGPT Work 和 Codex 做自动化工作流的可以直接蹲下周侧边栏和用量显示优化。","href":"./2026-07-12.html#item-industry-1","url":"https://x.com/thsottiaux/status/2075820987833274448","tags":["industry","agent"],"entities":["ChatGPT Work","Codex","GPT 5.6 Sol"],"gist":"OpenAI重置用量限制并修复发布后问题"},{"id":"2026-07-12-industry-02","date":"2026-07-12","section":"industry","sectionName":"行业与平台","source":"@hongming731","title":"早报：Machinecraft 企业记忆、AI编程理解瓶颈与本地模型部署边界","summary":"本期早报包含三项实践：印度热成型设备厂Machinecraft用3万美元建成企业记忆系统，将报价、图纸等私有资料拆解为向量与图结构，由销售、定价、事实核查等Agent协作，人负责发送最终内容，系统夜间归并信息并淘汰陈旧数据；Geoffrey Litt指出AI编程时代理解成为新瓶颈，建议Agent产出解释文档、测验和可交互微型环境，帮助团队保持对系统的可解释控制；AI Engineer圆桌讨论本地部署取舍，强调数据位置、延迟、持续运行成本比模型名更重要，建议先选可离线、输入敏感、失败可回退的任务试点。","recommendation":"三条实操经验打包：企业记忆系统、AI编程理解瓶颈、本地模型部署取舍。做AI工具链整合和制片管理的可以当案例库存着，尤其是Machinecraft那套3万美元的记忆系统，短剧团队做IP知识库也能参考。","href":"./2026-07-12.html#item-industry-2","url":"https://x.com/hongming731/status/2076086534437310948","tags":["agent","industry","tutorial"],"entities":["Machinecraft"],"gist":"企业记忆系统、AI编程瓶颈与本地部署实践"},{"id":"2026-07-12-tools-01","date":"2026-07-12","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"HeyGen API、CLI 和 MCP 上的透明 WebM 输出 在 /v3/videos 上设置…","summary":"HeyGen 在 API、CLI 和 MCP 接口中新增透明 WebM 输出功能，在 /v3/videos 设置 output_format: \"webm\" 即可生成带真正 alpha 通道的头像视频，无需绿幕或后期抠像。","recommendation":"HeyGen 头像视频终于能直接输出透明通道了，后期不用再抠绿幕。做虚拟角色、合成镜头、动态字幕条的可以直接接 API 跑一轮，省掉一整个抠像环节。","href":"./2026-07-12.html#item-tools-1","url":"https://x.com/HeyGen/status/2076051146385567866","tags":["avatar","post_fx"],"entities":["HeyGen"],"gist":"HeyGen新增透明WebM输出免绿幕抠像"},{"id":"2026-07-12-tools-02","date":"2026-07-12","section":"tools","sectionName":"工具与能力","source":"@testingcatalog","title":"Cursor 新增侧边对话与智能体搜索功能","summary":"Cursor 新增侧边对话功能，可在主线程旁运行独立对话并通过 @提及拉取上下文；新增智能体搜索，可从智能体窗口或对话中检索历史记录。同时新增云钩子，并重新设计了项目与仓库选择器。","recommendation":"做 AI 编程和工具链整合的可以直接上手用，侧边对话加智能体搜索能省不少来回切窗口的时间。","href":"./2026-07-12.html#item-tools-2","url":"https://x.com/testingcatalog/status/2075836204805751057","tags":["agent"],"entities":["Cursor"],"gist":"Cursor新增侧边对话与智能体搜索功能"},{"id":"2026-07-12-tools-03","date":"2026-07-12","section":"tools","sectionName":"工具与能力","source":"@Replit","title":"Replit 本周三大更新：社区档案、免费域名与智能体工具","summary":"Replit 本周发布三项更新：1）社区档案（Community Profiles）上线，可作为编码者的工作证明和作品集；2）免费自定义域名，由 Replit 买单，截至 7 月 17 日；3）智能体加速器（Agent Accelerator），用 Replit Agent 注册并运营业务。","recommendation":"Replit 本周三连更：社区档案当作品集、免费域名到 7 月 17 日、Agent 加速器帮跑业务。做 AI 短剧/工具链整合的可以注册个免费域名搭个落地页，省一笔。","href":"./2026-07-12.html#item-tools-3","url":"https://x.com/Replit/status/2075736557164581301","tags":["agent","industry"],"entities":["Replit"],"gist":"Replit更新社区档案、免费域名与智能体工具"},{"id":"2026-07-12-tools-04","date":"2026-07-12","section":"tools","sectionName":"工具与能力","source":"X 关注流","title":"太棒了。 ChatCut 支持多个时间线，这意味着当你在 Codex…","summary":"ChatCut 宣布其工具在 OpenAI Codex 中支持多时间线并行编辑，Agent 可同时创建十个时间线并编辑十几个版本的视频。该功能面向批量剪辑、多版本投放、短剧批量生产等场景，显著提升 AI 视频编辑的并行处理效率。","recommendation":"ChatCut 在 Codex 里支持多时间线并行编辑，做短剧和批量剪辑的可以直接让 Agent 同时出十几个版本，省掉串行等渲染的时间。","href":"./2026-07-12.html#item-tools-4","url":"https://x.com/chatcutapp/status/2075956853700546787","tags":["editing","agent","short_drama"],"entities":["ChatCut","Codex"],"gist":"ChatCut在Codex中支持多时间线并行编辑"},{"id":"2026-07-12-tools-05","date":"2026-07-12","section":"tools","sectionName":"工具与能力","source":"IT之家","title":"月之暗面 K2.7 Code 高速版正式登陆 Kimi Code，成为常驻可选模式","summary":"月之暗面将 K2.7 Code 高速版从 Beta 转为常驻模式，面向 Allegretto 及以上会员开放。高速版与普通版同模型，输出速度约 180-260 Token/s，是普通版的 5-6 倍，价格翻倍（1M tokens 输入 13 元、输出 54 元），Coding Plan 中用量消耗为普通版 3 倍。","recommendation":"Kimi Code 高速版转正，输出速度是普通版 5-6 倍，做 AI 短剧工作流编排和批量脚本的可以接 API 测一下实际提效。","href":"./2026-07-12.html#item-tools-5","url":"https://www.ithome.com/0/975/619.htm","tags":["agent","cost_open"],"entities":["Kimi Code","K2.7"],"gist":"Kimi Code高速版转正，速度提升5-6倍"},{"id":"2026-07-12-tools-06","date":"2026-07-12","section":"tools","sectionName":"工具与能力","source":"@Medeo_AI","title":"Type “TIMESHIFT” — Medeo turned a high-rise city into a…","summary":"Medeo 推出 TIMESHIFT 提示词，输入后可将城市航拍画面处理成带速度斜坡、冻结帧和倒放效果的时间操控跑酷镜头，单 prompt 生成，无需后期剪辑。","recommendation":"Medeo 新出的 TIMESHIFT 提示词，一条 prompt 出带变速和倒放的航拍感跑酷镜头。做视觉和剪辑的可以当风格模板收藏，跑一遍看效果稳不稳。","href":"./2026-07-12.html#item-tools-6","url":"https://x.com/Medeo_AI/status/2076062475590545553","tags":["prompt","camera","post_fx"],"entities":["Medeo"],"gist":"Medeo推出TIMESHIFT提示词生成变速航拍镜头"},{"id":"2026-07-12-methods-01","date":"2026-07-12","section":"methods","sectionName":"方法与经验","source":"@jxnlco","title":"GPT-5.6-sol 自动填完10步保险理赔表单","summary":"用户向 GPT-5.6-sol 咨询如何填写一份复杂的10步保险理赔网页表单，模型没有给出教程，而是直接在后台浏览器会话中自动填写表单、上传证据并确保内容连贯，完成后生成一个指向浏览器会话的链接供用户审核。所有操作100%正确，用户原本可能需花整个晚上处理。","recommendation":"GPT-5.6-sol 能直接替用户操作浏览器填表，做 AI Agent 工作流编排的可以看看这个自动化能力边界在哪。","href":"./2026-07-12.html#item-methods-1","url":"https://x.com/jxnlco/status/2075977250827272448","tags":["agent"],"entities":["GPT-5.6-sol"],"gist":"GPT-5.6-sol自动填写保险理赔表单"},{"id":"2026-07-12-methods-02","date":"2026-07-12","section":"methods","sectionName":"方法与经验","source":"@rohanpaul_ai","title":"Meta Muse Spark 1.1 多模态推理演示发布商品","summary":"Meta Muse Spark 1.1 展示多模态推理能力：从手机获取视频，推理提取照片和产品详情，然后通过计算机使用操作浏览器，自动填写 Marketplace 表单、上传图片并发布商品列表。这是一个从视觉输入到自动化操作的全链路演示。","recommendation":"Meta 的 AI 能自己看视频、填表单、发商品，做自动化工作流的可以看看这个多模态+计算机使用的链路怎么串的。","href":"./2026-07-12.html#item-methods-2","url":"https://x.com/rohanpaul_ai/status/2076008049366728859","tags":["agent","video_gen","industry"],"entities":["Meta Muse Spark 1.1"],"gist":"Meta Muse Spark 1.1 演示多模态自动化发布商品"},{"id":"2026-07-12-methods-03","date":"2026-07-12","section":"methods","sectionName":"方法与经验","source":"@invideoOfficial","title":"生成一个出色的 AI 镜头很简单。生成一个完整的序列，让一切都保持一致——角色、地点、光线、连续性——这就是大多数工作流…","summary":"Invideo 官方账号分享 AI 序列一致性工作流心得：生成单镜头容易，但保持角色、地点、光线、连续性一致是大多数工作流的瓶颈。核心解法不是堆更多参考图，而是用更少但更精准的参考图。该推文为方法论分享，未公开具体工具链或参数细节。","recommendation":"Invideo 官方分享的 AI 序列一致性方法论，核心观点是「少而精的参考图比堆大量参考更有效」。做 AI 短剧和视觉开发的可以点开看具体怎么操作，省去自己试错的时间。","href":"./2026-07-12.html#item-methods-3","url":"https://x.com/invideoOfficial/status/2075965996146512107","tags":["consistency","control","tutorial"],"entities":["Invideo","Agent One"],"gist":"Invideo 分享少而精参考图保持序列一致性"},{"id":"2026-07-12-methods-04","date":"2026-07-12","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"视频编辑的哪些部分应该交给 AI 代理来处理呢。 使用 ChatCut 插件，可以将素材交给…","summary":"taziku CEO 田中義弘介绍 ChatCut 插件，可将素材交给 Codex AI 代理，自动完成结构、剪辑、字幕、音乐到动态图形全流程，并以实际时间轴形式返回，人类可在此基础上继续编辑。","recommendation":"后期和剪辑师可以实测 ChatCut 插件，看 AI 代理出的时间轴能不能直接当粗剪底稿用，省掉从零搭建结构的时间。","href":"./2026-07-12.html#item-methods-4","url":"https://x.com/taziku_co/status/2075519023534772652","tags":["editing","agent","subtitle","audio_music"],"entities":["ChatCut","Codex"],"gist":"ChatCut 插件让 Codex 代理完成剪辑字幕音乐"},{"id":"2026-07-12-methods-05","date":"2026-07-12","section":"methods","sectionName":"方法与经验","source":"@cnyzgkc","title":"不吹不黑，用ChatCup + Codex Plus 5h的限额，全程没有剪辑一次，制作了一个完整的产品演示视频…","summary":"个人创作者实测：用 ChatCup + Codex Plus 的 5 小时额度，通过全程对话（提需求、选音色、加字幕、迭代）完成一个完整的产品演示视频，全程未手动剪辑。验证了纯对话式 AI 剪辑工作流的可行性，适合后期和短剧团队参考。","recommendation":"个人实测：ChatCup + Codex Plus 全程对话完成产品演示视频，零剪辑。做后期和短剧批量出片的可以看看这个工作流稳不稳。","href":"./2026-07-12.html#item-methods-5","url":"https://x.com/cnyzgkc/status/2075972203800371477","tags":["editing","agent","tutorial","audio_voice","subtitle"],"entities":["ChatCup","Codex Plus"],"gist":"实测 ChatCup 加 Codex 全程对话制作演示视频"},{"id":"2026-07-12-methods-06","date":"2026-07-12","section":"methods","sectionName":"方法与经验","source":"@shao__meng","title":"邵猛用1分钟视频演示13类常见Motion动效名称，解决AI Agent动画描述难题","summary":"邵猛整理了一段不到1分钟的视频，演示了13类常见Motion动效的中英文名称与直观示例，包括Push Slide、Staggered Entrance、State Morph、Press+Ripple、Scroll-driven Transform、Sliding Indicator+Drawer、Spinner+Shimmer、Bar Growth、FLIP Reorder、Drag+Spring、Pulse+Popover、Orbit+Assemble、3D Card Flip。掌握这些名称后，可直接向Agent、设计师或开发者精确表达动效需求，替代冗长模糊的描述。","recommendation":"做 AI 动画和后期剪辑的可以直接收藏当动效词典用，跟 Agent 或开发沟通时甩一个名称过去，省掉半天描述。","href":"./2026-07-12.html#item-methods-6","url":"https://x.com/shao__meng/status/2075764484027932963","tags":["animation","prompt","tutorial"],"entities":[],"gist":"邵猛演示13类动效名称解决动画描述难题"},{"id":"2026-07-12-methods-07","date":"2026-07-12","section":"methods","sectionName":"方法与经验","source":"@ring_hyacinth","title":"和大家分享，影片里第一个镜头的制作方式。 我们给 Seedance…","summary":"创作者 Ring Hyacinth 分享用 Seedance 2.0 制作影片第一个镜头的流程：提供所有角色参考图、场景图片，并在场景图上手绘摄影机运动路径，Prompt 仅用自然语言描述，未使用复杂参数。","recommendation":"创作者分享 Seedance 2.0 单镜头制作流程：角色参考图+场景图+手绘运镜路径+自然语言 prompt。做 AI 短剧和视觉的可以收藏当模板用。","href":"./2026-07-12.html#item-methods-7","url":"https://x.com/ring_hyacinth/status/2076013426980327618","tags":["video_gen","control","camera","case_study"],"entities":["Seedance 2.0"],"gist":"Seedance 2.0 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跑一遍，省掉传统字体设计流程。","href":"./2026-07-12.html#item-methods-9","url":"https://x.com/thomasschulzz/status/2076036999841038476","tags":["agent","art_design","tutorial"],"entities":["GPT 5.6","Cursor","Codex"],"gist":"用GPT 5.6在Cursor生成定制字体工作流"},{"id":"2026-07-12-methods-10","date":"2026-07-12","section":"methods","sectionName":"方法与经验","source":"@Vincent_AINotes","title":"你的 Codex 额度是不是经常不够用？ 很多人的习惯是：一上来就点开 Codex，让它陪你聊需求、盘逻辑、定方案…","summary":"个人经验分享：建议不要把 Codex 额度用于前期需求讨论和方案推演，而是直接用于代码执行和具体任务，以此实现额度“变相翻倍”。未公开具体工作流细节或参数。","recommendation":"讲的是怎么省 Codex 额度，核心是把 Codex 当执行工具而不是聊天对象。做 AI 编程/Agent 工作流编排的可以看看这个思路，但信息密度不高，属于经验分享。","href":"./2026-07-12.html#item-methods-10","url":"https://x.com/Vincent_AINotes/status/2075866488054120490","tags":["agent","cost_open","tutorial"],"entities":["Codex"],"gist":"优化Codex额度使用，避免浪费在聊天"},{"id":"2026-07-12-works-01","date":"2026-07-12","section":"cases","sectionName":"作品与案例","source":"@Hailuo_AI","title":"超越代码的蝴蝶 | 官方首映 在一个技术抹去个性化的世界里，自我还剩下什么？ — “正是我的痛苦和缺陷定义了我是谁…","summary":"海螺 AI 官方发布 AI 短片《超越代码的蝴蝶》，以庄子哲学为内核，探讨技术抹去个性后自我认同的命题。短片由 Hailuo AI 团队制作，作为官方首映作品，展示了其视频生成模型在叙事性、视觉风格和哲学主题表达上的能力。","recommendation":"海螺 AI 官方出品的 AI 短片，用庄子哲学讲 AI 时代的自我认同，编导和视觉师可以拉片看官方团队怎么用自家模型做叙事和风格化处理。","href":"./2026-07-12.html#item-cases-1","url":"https://x.com/Hailuo_AI/status/2075946377411264964","tags":["film","video_gen","case_study"],"entities":["海螺AI"],"gist":"海螺AI官方短片以庄子哲学探讨自我认同"},{"id":"2026-07-12-works-02","date":"2026-07-12","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"Luma AI 展示夏日街景技能生成效果","summary":"Luma AI 官方账号发布创作者 Cyrus Leung 制作的 30 秒短片，以香港街头黄金时刻为背景，展示冷饮在朋友间传递的夏日场景。作品侧重生活化叙事和氛围感，验证 Luma 在实拍级光影、人物互动和运动镜头上的生成能力。","recommendation":"Luma 官方展示的夏日街景短片，30 秒传递生活感氛围。视觉师和编导可以拉片看 Luma 在实拍级光影和人物互动上的表现力。","href":"./2026-07-12.html#item-cases-2","url":"https://x.com/LumaLabsAI/status/2076007097095917875","tags":["video_gen","case_study","camera"],"entities":["Luma AI"],"gist":"Luma展示夏日街景短片验证光影与互动"},{"id":"2026-07-12-works-03","date":"2026-07-12","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"大明14444：体修打法修，你押注谁赢？【AI全民制作人】","summary":"B站UP主「星海大明锦衣卫AIGC」的AI短片《大明14444：体修打法修》，明末修仙题材，B站AI全民制作人参赛作品。","recommendation":"B站AI大赛参赛作品，明末修仙题材，做AI短剧的可以拉片看角色一致性和打斗镜头处理。","href":"./2026-07-12.html#item-cases-3","url":"https://www.bilibili.com/video/BV1YdMp6kEzZ","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"B站AI短剧参赛作品展示修仙题材打斗"},{"id":"2026-07-12-works-04","date":"2026-07-12","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【加长版】我宣布这是2026最好的AI历史漫剧，这演技比真人都强。","summary":"B站UP主「脑子休息馆」发布的AI历史漫剧，标题称其为“2026最好的AI历史漫剧”，视频时长近8小时，为加长版作品。该作品为AI生成的历史题材长篇叙事内容，主打角色表演和剧情连贯性。","recommendation":"B站UP主「脑子休息馆」的AI历史漫剧，时长近8小时，做AI长片和短剧的可以拉片看长叙事和角色一致性处理。","href":"./2026-07-12.html#item-cases-4","url":"https://www.bilibili.com/video/BV1puMJ67E6A","tags":["short_drama","animation","consistency","performance","case_study"],"entities":[],"gist":"AI历史漫剧长片展示角色表演与一致性"},{"id":"2026-07-12-works-05","date":"2026-07-12","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"楚人美游记22：火焰山下 给铁扇公主上家教课【UP动画】","summary":"B 站 UP 主「安奇米苏」的 AI 动画系列《楚人美游记》第 22 集，以火焰山和铁扇公主为题材，延续古典角色 IP 化的系列叙事。个人创作者持续产出，验证 AI 动画系列化的可行性。","recommendation":"AI 动画系列第 22 集，古典角色 IP 化持续产出，做 AI 短剧的可以拉片看角色一致性和系列叙事节奏怎么保持。","href":"./2026-07-12.html#item-cases-5","url":"https://www.bilibili.com/video/BV19oMi6EEqG","tags":["animation","short_drama","consistency","case_study"],"entities":[],"gist":"AI动画系列持续产出保持角色一致性"},{"id":"2026-07-12-works-06","date":"2026-07-12","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【加长版】我宣布这是今年AI短剧最好的本，没有之一！就这画质和这微表情，你敢信是AI做的？","summary":"B站UP主「纯白白o」发布的AI短剧作品，标题称其为今年最佳AI短剧本，强调画质和微表情表现。个人创作者作品，题材和视觉风格需查看原视频确认。","recommendation":"B站UP主纯白白o的AI短剧作品，标题强调画质和微表情，做AI短剧和视觉的可以拉片看看角色表情一致性处理到什么程度。","href":"./2026-07-12.html#item-cases-6","url":"https://www.bilibili.com/video/BV1X9Mn6KEeC","tags":["short_drama","performance","consistency","case_study"],"entities":[],"gist":"AI短剧强调画质与微表情表现"},{"id":"2026-07-12-works-07","date":"2026-07-12","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"[中日双语]在日本超市后门吸烟的俩人（AI动画）","summary":"B 站个人创作者发布的 AI 动画短片，题材为日本超市后门吸烟的日常场景，配乐使用《night dancer》，标注了 OOC 致歉。属于个人创作练习性质的作品，非商业项目。","recommendation":"个人创作者用 AI 做的日常场景动画短片，视觉师可以看看 AI 动画在生活化题材上的表现力，编导可当风格参考。","href":"./2026-07-12.html#item-cases-7","url":"https://www.bilibili.com/video/BV1uXMj6nEqG","tags":["animation","case_study"],"entities":[],"gist":"AI动画短片生活化题材风格参考"},{"id":"2026-07-13-industry-01","date":"2026-07-13","section":"industry","sectionName":"行业与平台","source":"@PJaccetturo","title":"每个人都说 AI 广告永远无法在戛纳获奖。 其中两个刚刚做到了。两者都基于 Kling 构建…","summary":"Kling AI 官方转帖：两部基于 Kling 构建的 AI 广告在戛纳国际创意节获奖，打破了「AI 广告无法在戛纳获奖」的行业认知。该事件标志着 AI 生成视频在顶级广告创意奖项中获得行业认可，对 AI 影视的商业化落地和客户说服力有标杆意义。","recommendation":"AI 广告在戛纳拿奖了，而且两部都用 Kling 做的。做 AI 短剧和广告的制片人、导演可以看看这个信号——行业认可度在变，商业客户那边有案例可讲了。","href":"./2026-07-13.html#item-industry-1","url":"https://x.com/PJaccetturo/status/2076312902685085815","tags":["commercial","video_gen","industry","case_study"],"entities":["Kling"],"gist":"基于Kling的AI广告获戛纳奖"},{"id":"2026-07-13-industry-02","date":"2026-07-13","section":"industry","sectionName":"行业与平台","source":"Nathan Lambert","title":"开源模型面临未来6个月的生存考验","summary":"美国白宫正讨论通过新行政令管理开源模型，最可能在未来6个月内禁止或无限期延迟能力接近GPT 5.5、Claude Opus 4.8或GLM-5.2水平的开源权重模型发布。Anthropic主导的反中国模型政治运动以知识蒸馏为由推动监管，实质是监管捕获。Reflection AI代表在相关会议上主张开源模型应基于能力获得豁免，但该公司尚未发布公开模型。","recommendation":"白宫可能在6个月内限制接近GPT-5.5水平的开源模型发布，Anthropic主导的反中国模型运动是推手。做AI短剧和工具链的，如果依赖开源模型做底层，得关注这条政策走向，影响的是未来半年能用的模型范围。","href":"./2026-07-13.html#item-industry-2","url":"https://www.interconnects.ai/p/6-months-to-live-for-open-models","tags":["industry","cost_open"],"entities":["GPT-5.5","Claude Opus 4.8","GLM-5.2"],"gist":"白宫或限制开源模型发布影响行业"},{"id":"2026-07-13-tools-01","date":"2026-07-13","section":"tools","sectionName":"工具与能力","source":"@thsottiaux","title":"Codex与ChatGPT Work多项更新：取消5小时限制","summary":"Codex 与 ChatGPT Work 宣布三项更新：暂时取消所有 Plus、Business 和 Pro 计划的 5 小时使用限制；正在推出 GPT 5.6 Sol 的效率优化，具体影响待量化后公布；活跃用户已达 600 万，并将在接下来一小时内进行使用量重置。","recommendation":"Codex 和 ChatGPT Work 暂时取消 5 小时使用限制，Plus/Pro 用户这周可以放开跑长任务了。做 AI 短剧批量生成的团队，趁这波窗口多压几轮出片测试。","href":"./2026-07-13.html#item-tools-1","url":"https://x.com/thsottiaux/status/2076365965915467978","tags":["industry","agent"],"entities":["Codex","ChatGPT Work","GPT 5.6 Sol"],"gist":"Codex和ChatGPT Work更新取消时长限制"},{"id":"2026-07-13-tools-02","date":"2026-07-13","section":"tools","sectionName":"工具与能力","source":"X 关注流","title":"推友 @BystAnd3rs 的 ChatCut 测试效果来了 全程只说话， 不需要动手， 自带去卡顿、字幕识别…","summary":"ChatCut 在 Codex 应用内集成完整非线性编辑器（NLE），支持全程语音操控剪辑，无需手动操作，自带去卡顿和字幕识别功能，并内置素材库可直接调用。已订阅 Codex 的用户可免费使用该插件。","recommendation":"全程语音操控剪辑，去卡顿和字幕识别一步到位，后期和短剧批量生产的可以装起来实测，省掉手动拖时间线的功夫。","href":"./2026-07-13.html#item-tools-2","url":"https://x.com/cellinlab/status/2076257530112614454","tags":["editing","subtitle","agent"],"entities":["ChatCut","Codex"],"gist":"ChatCut语音操控剪辑集成字幕识别"},{"id":"2026-07-13-methods-01","date":"2026-07-13","section":"methods","sectionName":"方法与经验","source":"Hacker News (Top)","title":"Migrating a production AI agent to GPT-5.6: 2…","summary":"Ploy 团队将生产级 AI Agent 从 Claude Opus 4.8 迁移至 OpenAI 今晨发布的 GPT-5.6 Sol 旗舰模型。实测结果：任务完成速度提升 2.2 倍，成本降低 27%，质量评分持平或优于原模型。迁移过程暴露了模型间 provider-specific 行为差异，需逐项适配。","recommendation":"Ploy 从 Claude Opus 切到 GPT-5.6 Sol 的真实迁移报告，有具体数据（快 2.2 倍、省 27% 成本）和踩坑记录。做 AI 短剧批量生产或工具链集成的团队，可以当迁移决策参考，看看模型切换对实际出片效率的影响。","href":"./2026-07-13.html#item-methods-1","url":"https://ploy.ai/blog/migrating-a-production-ai-agent-to-gpt-5-6","tags":["agent","industry"],"entities":["GPT-5.6 Sol","Claude Opus 4.8"],"gist":"AI Agent迁移GPT-5.6性能成本实测"},{"id":"2026-07-13-methods-02","date":"2026-07-13","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"在最近几个项目中高强度使用 Seedance 后， @simonxxoo 总结了一篇非常详细的使用心得，分享给大家…","summary":"Ring Hyacinth 转发 @simonxxoo 的 Seedance 使用心得，基于多个项目的高强度实测。核心结论：提示词只需填好【主体+场景+音乐+镜头】四部分，建议 2-3 秒一个 Shot 直出 15 秒素材；分镜故事板反而影响效果，Prompt 不是越长越好，时间戳是安慰剂；目前对提示词响应最好的版本是 720p，清晰度后期用 Topaz 解决。","recommendation":"Seedance 高强度实战踩坑总结，全是反营销号的硬核经验。做 AI 短剧和编导的直接收藏，提示词怎么写、分镜板要不要放、720p 比 1080p 好用——都是真金白银试出来的。","href":"./2026-07-13.html#item-methods-2","url":"https://x.com/ring_hyacinth/status/2076284324345987386","tags":["video_gen","prompt","tutorial"],"entities":["Seedance","Topaz"],"gist":"Seedance实战心得提示词与分镜经验"},{"id":"2026-07-13-methods-03","date":"2026-07-13","section":"methods","sectionName":"方法与经验","source":"@shao__meng","title":"为 Claude Fable 5 设计「成本高效 Harness」","summary":"邵猛提出为 Claude Fable 5 设计成本高效 Harness，利用任务 token 智能需求的不对称性，将 Fable 5 作为 Orchestrator（编排）、Advisor（顾问）或 Verifier（验证者），委派廉价模型（如 Sonnet 5）执行具体 token。实验一：Fable 顾问+Sonnet 执行者，以 34% token 成本达 Fable-solo 约 90% 增益，发现中段检查点纠偏比前置规划更关键。实验二：BrowseComp 完整集（~31M tokens/题）实现 96% 分数/46% 成本，易子集无收益。四条准则：审视任务形状、使用委派启发式、评估协调成本、保证 prompt cache 命中。","recommendation":"用 Fable 5 跑长任务烧 token 的团队，这套 Harness 设计思路能直接套进工作流省一半成本。","href":"./2026-07-13.html#item-methods-3","url":"https://x.com/shao__meng/status/2076291327470514604","tags":["agent","cost_open"],"entities":["Claude Fable 5","Sonnet 5"],"gist":"Claude Fable 5成本高效Harness设计"},{"id":"2026-07-13-methods-04","date":"2026-07-13","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"三天前我把自己的影视拉片工具开源了，收到272 个 Star 你只需要把电影丢进去，AI自动帮你拆解线索和情绪节奏…","summary":"导演BK开源了一款影视拉片工具，支持上传电影后由AI自动拆解叙事线索和情绪节奏。最新版本新增内置影片联动功能，可在时间线上写笔记并点击跳转播放，还支持一图分享拉片结果。工具内置「新手拉片」模块，提供四步读法引导非专业编剧拆解电影结构。","recommendation":"导演自己做的开源拉片工具，丢电影进去自动拆线索和情绪节奏，还带新手四步读法。编导和想学拉片的可以直接装来用，省掉自己手动拉片的时间。","href":"./2026-07-13.html#item-methods-4","url":"https://x.com/bkingfilm/status/2076237550319247425","tags":["case_study","tutorial","editing"],"entities":[],"gist":"开源影视拉片工具自动拆解叙事节奏"},{"id":"2026-07-13-methods-05","date":"2026-07-13","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"用 ChatCut 剪辑制作_AI 运镜教学视频 一句提示词，Codex 也能直接剪视频了…","summary":"创作者 @ponyodong 展示通过 ChatCut 插件在 OpenAI Codex 中一句提示词完成视频剪辑：导入本地素材、口播策划、字幕生成、MG 封面、章节导航、混音、逐帧检查，所有内容仍可在时间线上修改。成品为 59 秒 AI 运镜教学视频，涵盖摇镜、跟拍、俯仰、升降、变焦、Dolly Zoom、环绕、旋转、手持等 11 种运镜。ChatCut 插件及操作手册已开源在 GitHub。","recommendation":"后期和剪辑师直接看：一句提示词让 Codex 完成从素材导入到成片的全流程，59 秒讲清 11 种运镜，ChatCut 插件已开源可装。","href":"./2026-07-13.html#item-methods-5","url":"https://x.com/ponyodong/status/2076281910654054618","tags":["editing","agent","tutorial","camera","subtitle"],"entities":["ChatCut","Codex"],"gist":"用ChatCut插件在Codex中一句提示词完成视频剪辑"},{"id":"2026-07-13-methods-06","date":"2026-07-13","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"Seedream 5","summary":"Leonardo 平台上线 Seedream 5.0 Pro 图像模型，主打强提示遵循度、高质量视觉输出、干净文字渲染和跨风格通用性。博主 @MayorKingAI 用 10 条自定义 Prompt 测试了 10 种不同风格，并公开了全部 Prompt。","recommendation":"Leonardo 上线 Seedream 5.0 Pro，视觉师可以点开看 10 种风格的实测效果，Prompt 也附了，适合当风格参考模板用。","href":"./2026-07-13.html#item-methods-6","url":"https://x.com/MayorKingAI/status/2075285166248067528","tags":["image_gen","tutorial","prompt"],"entities":["Seedream 5.0 Pro","Leonardo"],"gist":"Leonardo上线Seedream 5.0 Pro并实测10种风格"},{"id":"2026-07-13-methods-07","date":"2026-07-13","section":"methods","sectionName":"方法与经验","source":"MarkTechPost","title":"Kyutai 发布 MuScriptor：用于多乐器自动音乐转录的开源解码器专用 Transformer 模型","summary":"Kyutai 与 Mirelo 发布开源模型 MuScriptor，专用于多乐器自动音乐转录（AMT），将音频转 MIDI 建模为语言任务。提供 small（103M）、medium（307M）、large（1.4B）三个权重变体，训练数据含 145 万 MIDI 文件与超 11000 小时真实录音。在 D Test 基准上 large 模型 Multi F1 达 48.2，远超 YourMT3+ 的 21.9。推理代码 MIT 许可，权重 CC BY-NC 4.0（限制商用）。","recommendation":"开源多乐器转录模型，后期和声音设计团队可以直接跑推理试试分离效果，Multi F1 比基线翻了一倍多。","href":"./2026-07-13.html#item-methods-7","url":"https://www.marktechpost.com/2026/07/10/kyutai-releases-muscriptor-an-open-weight-decoder-only-transformer-for-multi-instrument-music-transcription-to-midi","tags":["audio_sfx","audio_music","cost_open"],"entities":["MuScriptor","Kyutai","Mirelo"],"gist":"Kyutai发布开源多乐器音乐转录模型MuScriptor"},{"id":"2026-07-13-methods-08","date":"2026-07-13","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"AI 视频刚刚跨越了一条新界线。 仅用 1 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场景整合的可以直接跑一遍工作流。","href":"./2026-07-13.html#item-methods-9","url":"https://x.com/theworldlabs/status/2075622601205178725","tags":["three_d","tutorial"],"entities":["Volinga","Akiya","Unreal Engine","Gaussian Splat"],"gist":"教程：将Gaussian Splat场景导入Unreal Engine"},{"id":"2026-07-13-methods-10","date":"2026-07-13","section":"methods","sectionName":"方法与经验","source":"@OpenBMB","title":"面壁智能VoxCPM驱动Whispera本地语音助手","summary":"面壁智能 OpenBMB 发布基于开源模型的 Windows 本地实时语音助手 Whispera，集成 SenseVoice ASR、llama-server 本地 LLM、VoxCPM 流式 TTS 及 Mem0 长期记忆模块，实现全本地化语音交互，无需云端 API，项目代码已开源，基于 VoxCPM2 模型。","recommendation":"开源本地语音助手，全链路跑在本地，做 AI 配音和虚拟角色对话的可以拆工作流当模板用。","href":"./2026-07-13.html#item-methods-10","url":"https://x.com/OpenBMB/status/2075928093496381684","tags":["audio_voice","agent","cost_open","avatar"],"entities":["Whispera","SenseVoice","VoxCPM","Mem0","llama-server"],"gist":"面壁智能开源本地语音助手Whispera全链路"},{"id":"2026-07-13-works-01","date":"2026-07-13","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【加长版】我宣布这是2026最好的AI历史漫剧，这演技比真人都强！","summary":"B站UP主「脑子休息馆」发布的AI历史漫剧加长版，标题强调角色演技和叙事表现，属于个人创作者作品，题材为历史漫剧。","recommendation":"B站UP主「脑子休息馆」的AI历史漫剧，标题主打演技和叙事，做AI短剧和编导的可以拉片看角色表演和镜头调度。","href":"./2026-07-13.html#item-cases-1","url":"https://www.bilibili.com/video/BV1GDME68EHE","tags":["short_drama","performance","animation","case_study"],"entities":[],"gist":"AI历史漫剧加长版，突出演技与叙事"},{"id":"2026-07-13-works-02","date":"2026-07-13","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"快速手持镜头在开罗市中心一家热闹拥挤的咖啡馆穿梭，夜间（晚上9点），1960年…","summary":"创作者 Malzahran 用 Seedance 2.0 生成一段 1960 年代开罗咖啡馆手持镜头，包含穿梭、360 度旋转、急推、甩镜、变焦推拉等复杂运镜，模拟 24fps 胶片颗粒和烟雾氛围。单镜头内完成多组人物和场景切换，验证了 Seedance 2.0 在复杂镜头调度和氛围一致性上的能力。","recommendation":"一条 Seedance 2.0 生成的 1960 年代开罗咖啡馆手持长镜头，镜头调度丰富（360 旋转、急推、甩镜、变焦），做 AI 短片编导和视觉的可以拉片看单镜头内的运动节奏和氛围控制。","href":"./2026-07-13.html#item-cases-2","url":"https://x.com/Malzahran2/status/2076311931950924110","tags":["video_gen","camera","consistency","case_study"],"entities":["Seedance 2.0"],"gist":"Seedance 2.0生成1960年代开罗咖啡馆复杂运镜长镜头"},{"id":"2026-07-13-works-03","date":"2026-07-13","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【明日方舟】《相见欢》AI动画（OR-1一清二白·下）","summary":"B站UP主「妖刀姬的刀刀」发布的《明日方舟》同人AI动画《相见欢》，为游戏IP改编的AI短片作品，题材和视觉风格基于游戏原作，角色一致性和场景还原是看点。","recommendation":"明日方舟同人AI动画，视觉师可以拉片看角色一致性和场景风格还原度，编导可参考游戏IP的AI化叙事处理。","href":"./2026-07-13.html#item-cases-3","url":"https://www.bilibili.com/video/BV1DhM76WEKo","tags":["animation","consistency","case_study"],"entities":[],"gist":"明日方舟同人AI动画，角色一致性与场景还原"},{"id":"2026-07-13-works-04","date":"2026-07-13","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"新概念英语第二册第51课，AI真人秀，拒绝枯燥背诵，用剧情记住知识点","summary":"B 站 UP 主用 AI 真人秀形式演绎《新概念英语》第二册第 51 课，将课文知识点融入剧情短片，替代传统枯燥背诵。","recommendation":"用剧情短片讲英语知识点，做 AI 短剧的可以看看这种教育+叙事结合的路子怎么落地。","href":"./2026-07-13.html#item-cases-4","url":"https://www.bilibili.com/video/BV1TmMG6MEf3","tags":["short_drama","script","case_study"],"entities":[],"gist":"AI真人秀剧情短片演绎英语课文知识点"},{"id":"2026-07-13-works-05","date":"2026-07-13","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"胸前真的不考虑装上梦胶囊吗? 假面骑士黎明 [英雄AI]","summary":"B站作者「港式英雄传」用 AI 制作的假面骑士同人短片《胸前真的不考虑装上梦胶囊吗? 假面骑士黎明》，45秒，属于其「英雄AI」系列合集。作品聚焦假面骑士黎明角色，尝试用 AI 还原特摄风格的皮套质感与变身特效。","recommendation":"特摄迷用 AI 做的假面骑士同人短片，视觉师可以当风格参考，看看 AI 怎么还原特摄皮套质感和变身特效。","href":"./2026-07-13.html#item-cases-5","url":"https://www.bilibili.com/video/BV1nJMG64Ey9","tags":["animation","post_fx","case_study"],"entities":[],"gist":"AI假面骑士同人短片，还原特摄皮套与特效"},{"id":"2026-07-13-works-06","date":"2026-07-13","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"顾老板：刚给王爷送完茶醋姜丝，她在天津戏园后台吃了一碗锅巴菜配炸糕【AI全民制作人】","summary":"B站作者「墨八分钱」的AI短片《顾老板》，古装题材，聚焦天津戏园后台生活场景，个人创作者作品。","recommendation":"B站AI短片，古装题材，做AI短剧的可以拉片看角色一致性和场景切换处理。","href":"./2026-07-13.html#item-cases-6","url":"https://www.bilibili.com/video/BV1maM76XEZf","tags":["short_drama","consistency","case_study"],"entities":[],"gist":"AI古装短片，聚焦戏园后台生活场景"},{"id":"2026-07-13-works-07","date":"2026-07-13","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"第99集：极致诱惑！你赢了！荷尔蒙爆棚！超甜！“你喜欢我对不对？”","summary":"B站AI短剧《Tease》系列第99集，甜宠题材，时长约7分钟，含AI生成内容。该系列已更新至99集，采用连续叙事，每集标题和简介均围绕霸道总裁与女主的恋爱剧情展开。","recommendation":"B站AI短剧系列第99集，甜宠题材，做AI短剧的可以看看这个系列怎么用AI批量生产长线内容。","href":"./2026-07-13.html#item-cases-7","url":"https://www.bilibili.com/video/BV1PET96LEhB","tags":["short_drama","case_study"],"entities":[],"gist":"B站AI甜宠短剧系列第99集案例"},{"id":"2026-07-14-industry-01","date":"2026-07-14","section":"industry","sectionName":"行业与平台","source":"@DylanTFWang","title":"腾讯 HY-World 2.1 来了！ 不是视频，是一个世界。 2…","summary":"腾讯发布 HY-World 2.1，距 2.0 仅 3 个月。核心升级：更清晰的几何图形、更锐利的渲染、更大的可探索范围。生成的是可步行穿行、可交互的实时 3D 世界，而非视频。","recommendation":"腾讯 HY-World 2.1 发布，3D 世界生成从几何到渲染全面升级，做 AI 短片和虚拟场景的可以直接上手跑一遍，看可交互 3D 世界能不能当实景替代。","href":"./2026-07-14.html#item-industry-1","url":"https://x.com/DylanTFWang/status/2076609996826308671","tags":["three_d","video_gen"],"entities":["HY-World 2.1"],"gist":"腾讯HY-World 2.1发布可交互3D世界"},{"id":"2026-07-14-industry-02","date":"2026-07-14","section":"industry","sectionName":"行业与平台","source":"@TopviewAIhq","title":"等待结束了。 《霓虹潮汐》官方预告片来啦。 这是我们与 AZF Studio @AZFStu","summary":"TopviewAI 与 AZF Studio 合作的首部 AI 短剧《霓虹潮汐》发布官方预告片，由 Topview Drama Studio 制作。预告片展示了世界观和角色，正片尚未上线。这是 TopviewAI 自有短剧工具链的首个合作成品案例。","recommendation":"TopviewAI 与 AZF Studio 合作的 AI 短剧《霓虹潮汐》预告片上线，做 AI 短剧的可以蹲正片看叙事和角色一致性处理，以及 Topview Drama Studio 这条工具链的成片效果。","href":"./2026-07-14.html#item-industry-2","url":"https://x.com/TopviewAIhq/status/2076601593991184570","tags":["short_drama","case_study"],"entities":["TopviewAI","AZF Studio","Topview Drama Studio"],"gist":"AI短剧《霓虹潮汐》预告片发布"},{"id":"2026-07-14-industry-03","date":"2026-07-14","section":"industry","sectionName":"行业与平台","source":"@SenseTime_AI","title":"商汤开源 SenseNova-Vision-7B-MoT：单一模型覆盖所有主要视觉任务","summary":"商汤开源 SenseNova-Vision-7B-MoT，将计算机视觉重构为多模态生成，无需任务专用头即可处理分割、深度估计、表面法线等任务。在 RefCOCOg（分割）、Cityscapes（语义分割）、NYUv2（深度/法线）等 benchmark 上超越 Google DeepMind 的 Vision Banana。新任务由指令定义，支持语言或视觉提示引导。","recommendation":"商汤开源了一个用单一模型覆盖分割、深度估计、表面法线等所有视觉任务的 7B 模型，在多个 benchmark 上超过 Google DeepMind。做 AI 视觉工具链集成的可以拉下来跑跑，看能不能替代多个专用模型拼凑的管线。","href":"./2026-07-14.html#item-industry-3","url":"https://x.com/SenseTime_AI/status/2076678396881649805","tags":["image_gen","cost_open"],"entities":["SenseNova-Vision-7B-MoT","Vision Banana"],"gist":"商汤开源多任务视觉模型SenseNova-Vision-7B-MoT"},{"id":"2026-07-14-tools-01","date":"2026-07-14","section":"tools","sectionName":"工具与能力","source":"X 关注流","title":"大多数重构工具会裁剪、缩小或产生幻觉。 介绍 LTX Reframe API。 将任何视频扩展到新的宽高比…","summary":"LTX.io 发布 LTX Reframe API，基于 LTX-2.3 模型，可将任意视频扩展到新宽高比（16:9、9:16、1:1、4:5），原始画面完全不变，模型仅生成画面边缘之外的内容。支持最长 60 秒源视频、原生 1080p 输出。","recommendation":"视频重构图不用再担心裁切或AI乱补背景了，LTX这个API只生成画面边缘之外的内容，做多平台投放的后期和制片可以直接接API跑一遍，省掉大量手动重构图的时间。","href":"./2026-07-14.html#item-tools-1","url":"https://x.com/ltx_io/status/2076670840498974882","tags":["video_gen","post_fx"],"entities":["LTX Reframe API","LTX-2.3"],"gist":"LTX Reframe API实现视频扩展宽高比"},{"id":"2026-07-14-tools-02","date":"2026-07-14","section":"tools","sectionName":"工具与能力","source":"@invideoOfficial","title":"如果你是广告片导演或助理导演，你知道故事板是让你在制作前获得批准的东西——而且它通常会耗费 8–15 天和 5–10K…","summary":"Invideo 推出 AI 故事板代理，将传统广告故事板制作周期从 8-15 天、成本 5-10K 美元缩短至半天。生成内容可直接用于拍摄前给团队、摄影指导或客户审阅，降低前期沟通和审批成本。","recommendation":"Invideo 把传统 8-15 天、5-10K 美元的故事板制作压到半天，广告导演和制片可以直接拿给客户和摄影指导看，省预算省时间。","href":"./2026-07-14.html#item-tools-2","url":"https://x.com/invideoOfficial/status/2076644151601553423","tags":["storyboard","agent","commercial"],"entities":["Invideo"],"gist":"Invideo AI故事板代理缩短制作周期"},{"id":"2026-07-14-methods-01","date":"2026-07-14","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"如何制作15秒以上的AI视频？并保持延续性和人物/场景的一致性…","summary":"探路AI发布中长视频教程，分享三种制作15秒以上AI视频并保持人物/场景一致性的方法，覆盖短剧、短片和广告片场景。视频包含具体工作流演示，适合需要解决AI视频长镜头和角色连贯性问题的创作者。","recommendation":"做短剧和广告片的可以直接套用，三个方法覆盖了15秒以上视频的人物和场景一致性，实测过的方案比看理论靠谱。","href":"./2026-07-14.html#item-methods-1","url":"https://x.com/TanLuAI/status/2076592702012129715","tags":["tutorial","consistency","video_gen","short_drama","commercial"],"entities":[],"gist":"分享制作15秒以上AI视频并保持人物场景一致性的方法"},{"id":"2026-07-14-methods-02","date":"2026-07-14","section":"methods","sectionName":"方法与经验","source":"Kling AI Blog","title":"Behind Vai Dar Portugal: How Kling AI Helped Bring…","summary":"Kling AI 官方博客发布葡萄牙世界杯宣传片《Vai Dar Portugal》的幕后案例，详述如何用 Kling 模型生成足球赛事级视觉内容，包括球员动作、球场氛围、品牌元素融合等。案例涉及从创意到成片的完整工作流，展示了 AI 在国家级品牌宣传片中的实际应用和交付标准。","recommendation":"Kling 官方出的世界杯宣传片幕后，讲怎么用 AI 做国家级品牌大片。制片和编导可以看甲方怎么验收 AI 成片、预算和周期怎么谈。","href":"./2026-07-14.html#item-methods-2","url":"https://klingai.com/blog/BehindVai-Dar-PortugalHow-Kling-Helped-Bring-Portugals-World-Cup-Film-to-Life","tags":["case_study","commercial","video_gen","film"],"entities":["Kling AI"],"gist":"Kling AI助力葡萄牙世界杯宣传片幕后案例"},{"id":"2026-07-14-methods-03","date":"2026-07-14","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"RIP fal's Anthropic 账单…… 我完全在 Claude Code Fable 5 中制作了这部…","summary":"Matt Workman 在 Claude Code Fable 5 中，通过 fal 的 GenMedia CLI 生成图像、音效和音乐，并集成 HyperFrames 自动化完成音频配音与静态图像的剪辑，全程未离开 Claude Code 环境。该工作流展示了从故事板生成到成片剪辑的纯代码化 AI 电影制作链路，Seedream 5 作为图像生成模型参与其中。","recommendation":"一条完全在 Claude Code 里跑通的全 AI 电影制作工作流，从故事板生成到配音剪辑一步到位。做后期和整合的可以直接抄这个 HyperFrames + GenMedia CLI 的自动化链路。","href":"./2026-07-14.html#item-methods-3","url":"https://x.com/mattworkman/status/2076678057964794260","tags":["agent","animation","image_gen","audio_voice","editing"],"entities":["Claude Code","fal","GenMedia CLI","HyperFrames","Seedream 5"],"gist":"在Claude Code中用GenMedia CLI和HyperFrames完成"},{"id":"2026-07-14-methods-04","date":"2026-07-14","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"一个动作序列。五个完全不同的角色。相同的舞蹈，相同的房间，相同的画面…","summary":"GenFlick 分享了一个基于 Kling 3.0 Pro 的 6 节点工作流：锁定基础动作作为骨架层，通过 5 张角色身份卡（控制皮肤/头发/服装/艺术风格）在同一段动作序列中生成 5 个不同角色，房间和起止帧保持一致，最终按风格分别调色。该管道让代理机构从一次拍摄中完成 5 个角色变体的 A/B 测试，单场景 5 个变体报价 850 美元，替代 5 次单独拍摄。","recommendation":"一个 6 节点 Kling 3.0 Pro 管道，锁定基础动作后批量替换角色身份卡，做短剧和广告的可以直接套用这个 A/B 测试工作流，省掉 5 次单独拍摄的成本。","href":"./2026-07-14.html#item-methods-4","url":"https://x.com/Genflickmovies/status/2076653621140197492","tags":["video_gen","consistency","performance","control","commercial"],"entities":["Kling 3.0 Pro"],"gist":"Kling 3.0 Pro管道实现单次拍摄生成五个角色变体"},{"id":"2026-07-14-methods-05","date":"2026-07-14","section":"methods","sectionName":"方法与经验","source":"@op7418","title":"Seedream 5.0 Pro 图像精细编辑能力实测","summary":"歸藏实测 Seedream 5.0 Pro 图像精细编辑能力，支持精准区域编辑，编辑区域与生成部分颜色完美融合、不溢出。该能力是模型能力与产品交互的结合，作者已发布详细教程指导如何在 Lumion 中使用。","recommendation":"Seedream 5.0 Pro 的区域编辑能力实测，颜色融合不溢出，做视觉和美术的可以直接套教程上手跑一遍，看能不能替代局部重绘的繁琐流程。","href":"./2026-07-14.html#item-methods-5","url":"https://x.com/op7418/status/2076605296416530647","tags":["image_gen","tutorial","control"],"entities":["Seedream 5.0 Pro","Lumion"],"gist":"实测Seedream 5.0 Pro图像精细编辑能力"},{"id":"2026-07-14-methods-06","date":"2026-07-14","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"Claude + Higgsfield MCP = 在一个聊天中完成动漫制作。 1. Claude 找出流行类型 2…","summary":"Higgsfield AI 展示了一条端到端动漫制作工作流：Claude 分析流行类型并构思故事，Seedream 5.0 Pro 生成角色表、场景和漫画故事板，最后 Seedance 2.0 将故事板素材转化为连贯动漫。整个流程在 Claude 聊天界面内通过 MCP 协议完成，无需切换工具。","recommendation":"Claude 当编剧，Seedream 5.0 Pro 出角色和分镜，Seedance 2.0 转成动画，一条链走通。做短剧和动漫的可以照着搭工作流，省掉中间手动转格式的环节。","href":"./2026-07-14.html#item-methods-6","url":"https://x.com/higgsfield_ai/status/2076664658916999561","tags":["agent","animation","script","storyboard","image_gen"],"entities":["Claude","Higgsfield MCP","Seedream 5.0 Pro","Seedance 2.0"],"gist":"Claude与Higgsfield MCP协作完成端到端动漫制作"},{"id":"2026-07-14-methods-07","date":"2026-07-14","section":"methods","sectionName":"方法与经验","source":"@ytjessie_","title":"Pika 刚刚通过 MCP 推出了他们的 4K-VFX 技能，我用 Claude Code 编辑了整个视频…","summary":"Pika 通过 MCP 协议推出 4K-VFX 技能，用户可在 Claude Code 中直接调用该能力编辑视频。创作者 Jessie_Ma 演示了在办公室停车场实拍后，用 Claude Code 调用 Pika 的 VFX 技能完成后期编辑的完整流程，并在推文线程中公开了提示词。","recommendation":"Pika 的 4K-VFX 能力通过 MCP 接进 Claude Code，等于用自然语言就能调视频特效。做后期和整合工作流的可以直接跑一遍，看能不能替代传统剪辑里的部分 VFX 环节。","href":"./2026-07-14.html#item-methods-7","url":"https://x.com/ytjessie_/status/2076743980721873282","tags":["post_fx","agent","tutorial","video_gen"],"entities":["Pika","Claude Code","MCP"],"gist":"Pika 4K-VFX 技能接入 Claude Code 实现自然语言视频编辑"},{"id":"2026-07-14-methods-08","date":"2026-07-14","section":"methods","sectionName":"方法与经验","source":"@berryxia","title":"GPT-5.6 Sol 一句话复刻传统文字设计","summary":"用户 Berry Xia 用 GPT-5.6 Sol 仅凭一句话提示词，在 10 分钟内复刻了一个融合中国传统文字与经典设计的交互原型，还原度达 90%，体验地址见评论区。该设计可演变出多种风格。","recommendation":"一句话+10分钟复刻一个交互原型，做视觉和前端原型设计的可以看看 GPT-5.6 Sol 的代码生成能力到了什么程度。","href":"./2026-07-14.html#item-methods-8","url":"https://x.com/berryxia/status/2076556871926948099","tags":["ideation","art_design","tutorial"],"entities":["GPT-5.6 Sol"],"gist":"GPT-5.6 Sol 一句话复刻传统文字设计原型"},{"id":"2026-07-14-methods-09","date":"2026-07-14","section":"methods","sectionName":"方法与经验","source":"@berryxia","title":"公众号文章批量下载 Skills 开源","summary":"群友开源的公众号文章批量下载工具，对 AI 说指令即可自动下载指定公众号最近 50 篇文章，按公众号名整理文件夹，转 Markdown、下载配图、生成 index.csv。基于纯 Python 标准库，内置限速和随机间隔防封，macOS Keychain 保存登录凭证，一次登录约 4 天有效。","recommendation":"做 AI 短剧或知识库的，可以用它批量扒公众号文章当训练素材或竞品分析源，纯 Python 标准库，部署门槛低。","href":"./2026-07-14.html#item-methods-9","url":"https://x.com/berryxia/status/2075016963840201192","tags":["agent","tutorial","industry"],"entities":[],"gist":"开源公众号批量下载工具，支持 AI 指令自动化"},{"id":"2026-07-14-methods-10","date":"2026-07-14","section":"methods","sectionName":"方法与经验","source":"@Nutllwhy","title":"从去年6月签约AI MCN到现在，我一共接了143个商单，基本上就是2-3天做一个，全年无休，文章视频都做，过年的时候也…","summary":"AI 创作者「栗噔噔」分享签约 AI MCN 一年来的收入复盘：143 个商单、2-3 天一个、全年无休，11 月拉平上班收入，今年 3 月收入达腾讯上班时的 5 倍。解决方案是提高报价、筛选甲方、引入企业培训和品牌营销。","recommendation":"AI 创作者个人收入复盘，143 个商单、3 月收入达腾讯 5 倍，做 AI 内容变现的可以当参考案例看报价策略和收入结构。","href":"./2026-07-14.html#item-methods-10","url":"https://x.com/Nutllwhy/status/2076525813361733800","tags":["case_study","industry","commercial"],"entities":[],"gist":"AI 创作者签约 MCN 一年 143 个商单收入复盘"},{"id":"2026-07-14-works-01","date":"2026-07-14","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"“依旧温暖” 一部以保时捷 911 GT3 为核心打造的短篇汽车电影。 Midjourney 艺术指导。","summary":"创作者 Allar Haltsonen 发布短篇汽车电影《Still Warm》，以保时捷 911 GT3 为核心题材，使用 Midjourney 进行艺术指导、Seedance 2.0 生成视频。个人创作者作品，展示单一工具链（Midjourney + Seedance 2.0）完成汽车题材短片的能力。","recommendation":"个人创作者用 Midjourney 做艺术指导 + Seedance 2.0 出片的汽车短片，视觉师和编导可以拉片看风格一致性处理，尤其是实车质感与 AI 生成画面的融合度。","href":"./2026-07-14.html#item-cases-1","url":"https://x.com/AllarHaltsonen/status/2076607334567035387","tags":["film","video_gen","art_design","case_study"],"entities":["Midjourney","Seedance 2.0"],"gist":"Midjourney 与 Seedance 2.0 制作保时捷汽车短片"},{"id":"2026-07-14-works-02","date":"2026-07-14","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"没有幻想。没有不可能的特技。只是现实的骑兵战争，配以电影般的叙事。 使用 Seadance 2…","summary":"创作者 Sarah 用 Seedance 2.0 生成写实骑兵战争片段，无奇幻元素，聚焦中世纪战场实感：低角度跟拍马匹、泥地踏痕、长矛冲击与剑斗动作，提示词包含镜头运动、物理细节和战斗节奏控制。","recommendation":"用 Seedance 2.0 做的写实骑兵战斗片段，镜头调度和物理细节（马蹄踏泥、冲击力）是看点，做 AI 战争/动作短片的可以拉片看提示词怎么控制写实感。","href":"./2026-07-14.html#item-cases-2","url":"https://x.com/SyntheSarah/status/2076584400108892308","tags":["video_gen","camera","performance","case_study"],"entities":["Seedance 2.0"],"gist":"Seedance 2.0 生成写实骑兵战争片段，注重镜头与物理细节"},{"id":"2026-07-14-works-03","date":"2026-07-14","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"AI情绪短片丨《留白日》","summary":"小红书作者「薄荷汽油MintGas」的AI情绪短片《留白日》，个人创作者作品，题材和视觉风格需查看原视频确认。","recommendation":"小红书作者「薄荷汽油MintGas」的情绪向AI短片，做短片和视觉的可以点开看看风格和情绪处理。","href":"./2026-07-14.html#item-cases-3","url":"https://www.xiaohongshu.com/explore/6a5326d3000000001702a911","tags":["film","case_study","art_design"],"entities":[],"gist":"个人创作者AI情绪短片《留白日》展示风格与情绪处理"},{"id":"2026-07-15-industry-01","date":"2026-07-15","section":"industry","sectionName":"行业与平台","source":"@Alibaba_Wan","title":"Wan-Dancer-14B is now open-source","summary":"阿里万相团队开源 Wan-Dancer-14B 模型，支持生成长时长、有节奏感的舞蹈视频，可在本地部署运行。模型权重已发布，链接指向 GitHub/HuggingFace 仓库。","recommendation":"阿里开源了能本地跑的长时长节奏舞蹈视频模型，做 MV、短剧舞蹈片段、视觉特效的可以直接下模型跑一周，看节奏对齐和时长控制稳不稳。","href":"./2026-07-15.html#item-industry-1","url":"https://x.com/Alibaba_Wan/status/2076879192214626512","tags":["video_gen","animation","cost_open"],"entities":["Wan-Dancer-14B"],"gist":"阿里开源Wan-Dancer-14B舞蹈视频生成模型可本地部署"},{"id":"2026-07-15-industry-02","date":"2026-07-15","section":"industry","sectionName":"行业与平台","source":"IT之家","title":"高德发布通用世界模型工坊 ABot-WorldStudio，已开放测试","summary":"阿里巴巴旗下高德发布通用世界模型工坊 ABot-WorldStudio，已开放测试。该产品将交互式视频生成与 3DGS 场景生成统一，用户输入文字或图片即可生成可实时交互、可分享的 AI 世界。工坊内置“时空任意门”，穿越后可跃迁至另一完整 3D 世界。官方实测单次连续推理稳定运行超1小时，无崩溃、无质量衰减。底层模型 ABot-World0 与 ABot-3DWorld0 均可在单张 5090 上本地部署，已全面开源。","recommendation":"高德把交互式视频生成和3DGS场景生成塞进一个工坊，单卡5090就能跑，还开源了底层模型。做视觉开发和世界构建的可以直接下载本地部署，测一下长时推理的稳定性和任意门跳转的连贯性。","href":"./2026-07-15.html#item-industry-2","url":"https://www.ithome.com/0/976/538.htm","tags":["three_d","video_gen","cost_open"],"entities":["ABot-WorldStudio","ABot-World0","ABot-3DWorld0"],"gist":"高德发布世界模型工坊ABot-WorldStudio支持交互式3D生成"},{"id":"2026-07-15-industry-03","date":"2026-07-15","section":"industry","sectionName":"行业与平台","source":"@PixVerse_","title":"Every game world you've ever played in was built by someone…","summary":"PixVerse 发布「PixVerse Game」产品，定位为 AI 驱动的游戏世界生成工具，可自动生成房间、角色、剧情走向等游戏内容，改变传统游戏「预先设计好一切」的模式。官方推文未提供具体技术参数、生成方式或可用性细节，仅开放了抽奖活动（转发关注可获 300 积分）。","recommendation":"PixVerse 正式发布游戏生成产品，做 AI 短剧和互动叙事的可以蹲实测，看它能不能把游戏引擎的实时交互和 AI 视频的视觉生成串起来。","href":"./2026-07-15.html#item-industry-3","url":"https://x.com/PixVerse_/status/2076947066417483786","tags":["three_d","video_gen","agent"],"entities":["PixVerse"],"gist":"PixVerse发布游戏世界生成工具PixVerse Game"},{"id":"2026-07-15-industry-04","date":"2026-07-15","section":"industry","sectionName":"行业与平台","source":"@topazlabs","title":"The most powerful AI image enhancements are now on iPhone…","summary":"Topaz Labs 发布 Topaz for Mobile，将桌面端最强的 AI 图像增强模型（超分、降噪、锐化）移植到 iPhone 和 iPad，支持配置工作流和批量渲染，完成后有推送通知。","recommendation":"Topaz 把桌面级 AI 画质增强搬到了手机端，后期和视觉师可以直接在手机上跑超分、降噪、锐化，批量渲染也支持，现场出图或快速修素材的可以装起来用。","href":"./2026-07-15.html#item-industry-4","url":"https://x.com/topazlabs/status/2077064211515998575","tags":["post_fx","tutorial"],"entities":["Topaz for Mobile"],"gist":"Topaz将AI图像增强功能移植到iPhone和iPad"},{"id":"2026-07-15-industry-05","date":"2026-07-15","section":"industry","sectionName":"行业与平台","source":"@ArtificialAnlys","title":"阿里Qwen-Audio-3.0-TTS-Plus登顶Artificial Analysis语音竞技场排行榜","summary":"阿里巴巴 Qwen-Audio-3.0-TTS-Plus 在 Artificial Analysis 语音竞技场以 1236 Elo 分登顶，超越 Simba 3.2、Gemini 3.1 Flash TTS 和 Sonic 3.5。生成速度每秒 16 字符，定价每百万字符 27.59 美元，介于 Gemini 和 Sonic 之间。模型在自然度和上下文语调上有提升。","recommendation":"阿里 TTS 模型登顶语音竞技场，自然度和语调都有提升，做 AI 配音和后期声音的可以接 API 实测对比现有方案。","href":"./2026-07-15.html#item-industry-5","url":"https://x.com/ArtificialAnlys/status/2077140161335631957","tags":["audio_voice","cost_open"],"entities":["Qwen-Audio-3.0-TTS-Plus"],"gist":"阿里Qwen-Audio-3.0-TTS-Plus登顶语音竞技场"},{"id":"2026-07-15-industry-06","date":"2026-07-15","section":"industry","sectionName":"行业与平台","source":"Luma AI Blog","title":"33 Creative Production Time Statistics: Traditional vs…","summary":"Luma AI 博客发布一组创作时间统计数据：AI 工具将制作级营销视觉的平均产出时间从数小时压缩到 30 分钟以内；86% 的创作者已在工作中使用生成式 AI；品牌方在保持团队规模不变的情况下实现 10 倍创意产出增长。数据来源包括 Luma 自身平台 Ray 3.2 及其他行业统计。","recommendation":"制片人和短剧团队可以拿这组数据去跟甲方或老板聊预算和排期，有具体数字比空口说“AI 快”有说服力。","href":"./2026-07-15.html#item-industry-6","url":"https://lumalabs.ai/news/creative-production-time-statistics","tags":["industry","case_study","cost_open"],"entities":["Luma AI","Ray 3.2"],"gist":"AI与传统创作时间成本对比数据"},{"id":"2026-07-15-industry-07","date":"2026-07-15","section":"industry","sectionName":"行业与平台","source":"@WonderStudiosX","title":"Demons, conspiracies, and anime worlds","summary":"Wonder Studios 发布 AI 动画电影《Otherside》导演 Lion El Aton 的快速问答访谈，内容涉及世界观构建、电影影响和原创动画创作心得。影片将于 7 月 16 日作为「Beyond the」系列的一部分上线。","recommendation":"AI 动画电影《Otherside》导演访谈，做 AI 长片和短剧的可以蹲 7 月 16 日正片，先看导演聊世界观和创作思路。","href":"./2026-07-15.html#item-industry-7","url":"https://x.com/WonderStudiosX/status/2077000156755710290","tags":["animation","film","ideation"],"entities":["Wonder Studios","Otherside"],"gist":"AI动画电影导演访谈谈世界观创作"},{"id":"2026-07-15-industry-08","date":"2026-07-15","section":"industry","sectionName":"行业与平台","source":"@dotey","title":"宝玉推出 BaoCut：Mac 专用字幕转录翻译剪辑 Skill","summary":"宝玉推出 Mac 专用字幕转录翻译剪辑 Skill「BaoCut」，借助 Agent 能力实现视频转录、说话人识别、润色和简单剪辑。核心设计是为 Agent 提供 CLI，Agent 调用 CLI 转录并实时同步进度到 GUI，用户可在 GUI 预览和人工编辑二次修改。安装后在 Codex 或 Claude Code 中触发 Skill 即可执行。已知问题：仅支持 Mac，翻译速度略慢。","recommendation":"做 AI 后期和剪辑的可以装起来用，字幕转录+说话人识别+润色一条线，Agent 调 CLI 实时同步进度到 GUI，省掉手动切工具的功夫。","href":"./2026-07-15.html#item-industry-8","url":"https://x.com/dotey/status/2077074912435433901","tags":["subtitle","editing","agent"],"entities":["BaoCut","Codex","Claude Code"],"gist":"Mac字幕转录翻译剪辑Skill工具"},{"id":"2026-07-15-tools-01","date":"2026-07-15","section":"tools","sectionName":"工具与能力","source":"X","title":"Higgsfield 发布新版 After Effects MCP/插件，支持在 AE 内直接调用 Claude","summary":"Higgsfield 升级 After Effects MCP/插件，由 Claude Fable 5 驱动，可在 AE 项目内直接调用。功能包括自动构建合成、设置关键帧、编写表达式、运行 ExtendScript 脚本，支持将参考图分解为可编辑矢量图层，所有生成内容均为可编辑的 AE 场景，用户可保持手动控制。","recommendation":"AE 里直接调 Claude 干活，自动建合成、打关键帧、写表达式，后期和整合师这周就该装起来跑一遍。","href":"./2026-07-15.html#item-tools-1","url":"https://x.com/omarsar0/status/2077132773031088571","tags":["post_fx","agent","control"],"entities":["Higgsfield","After Effects","Claude Fable 5"],"gist":"AE内调用Claude自动构建合成与关键帧"},{"id":"2026-07-15-tools-02","date":"2026-07-15","section":"tools","sectionName":"工具与能力","source":"@googleaidevs","title":"Gemini 3.5 Live Translate 实时处理音频","summary":"Google 为 Gemini 3.5 推出 Live Translate 功能，核心能力是实时处理原始音频流而非逐句翻译文本，消除翻译延迟并保留说话者的语气、停顿、情绪等细微差别。已开放 API 供开发者构建多语言应用。","recommendation":"实时处理原始音频而非逐句翻译，延迟更低且保留语气细节。做 AI 配音、实时字幕、多语言对白后期和虚拟角色对话的可以直接接 API 测效果。","href":"./2026-07-15.html#item-tools-2","url":"https://x.com/googleaidevs/status/2077050450117865490","tags":["audio_voice","subtitle","agent"],"entities":["Gemini 3.5"],"gist":"Gemini实时音频翻译保留语气细节"},{"id":"2026-07-15-tools-03","date":"2026-07-15","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"Create any sound effect you can imagine with Fish Audio","summary":"Fish Audio 官方宣布其音效生成功能上线，用户可通过文本描述生成任意音效（SFX），覆盖场景音、拟音、环境音等。具体模型能力、生成时长、音质参数及 API 接入方式需查看链接原文。","recommendation":"做后期和短剧音效的可以直接上手试，看生成质量和可控性够不够进生产管线。","href":"./2026-07-15.html#item-tools-3","url":"https://x.com/FishAudio/status/2077031387765317812","tags":["audio_sfx","tutorial"],"entities":["Fish Audio"],"gist":"Fish Audio文本生成任意音效功能"},{"id":"2026-07-15-tools-04","date":"2026-07-15","section":"tools","sectionName":"工具与能力","source":"X 关注流","title":"因为剧本改了而重拍视频。不用了 Veed Lipsync 2…","summary":"Magnific 宣布集成 Veed Lipsync 2.0，支持对真人实拍或 AI 生成视频进行唇形同步替换，最长 10 分钟、4K 分辨率，可在保持原始表演细节的前提下完成配音替换和多语言本地化，现已作为 Magnific 内 Speak 功能的默认模型上线。","recommendation":"Veed Lipsync 2.0 集成进 Magnific，支持 4K 10 分钟视频的唇形替换和本地化配音。后期和短剧团队可以接一条试试，改台词不用重拍，一条素材出多语言版本。","href":"./2026-07-15.html#item-tools-4","url":"https://x.com/magnific/status/2077059883934073243","tags":["lipsync","audio_voice","post_fx","short_drama"],"entities":["Veed Lipsync 2.0","Magnific"],"gist":"Veed Lipsync 2.0集成Magnific支持4K唇形替换"},{"id":"2026-07-15-tools-05","date":"2026-07-15","section":"tools","sectionName":"工具与能力","source":"@lovart_ai","title":"Video Generation: Create a vertical short video based on…","summary":"Lovart 上线视频生成新功能：基于一张漂浮食物图片，用单镜头无剪辑的连续拍摄方式生成竖屏短视频。镜头仅做小幅平滑弧形前移，制造裸眼 3D 视差和子弹时间效果，无大幅位移或全景。适用于短剧、美食广告等竖屏场景的镜头模板化生成。","recommendation":"Lovart 这个单镜头运镜模板直接套用，做短剧和美食广告的可以拿来当镜头模板用，省掉自己调参数的时间。","href":"./2026-07-15.html#item-tools-5","url":"https://x.com/lovart_ai/status/2076945408300056883","tags":["video_gen","camera","short_drama","commercial"],"entities":["Lovart"],"gist":"Lovart单镜头运镜模板生成竖屏短视频"},{"id":"2026-07-15-tools-06","date":"2026-07-15","section":"tools","sectionName":"工具与能力","source":"X 关注流","title":"今天，我们推出了屏幕感知的听写功能。 首先，我们构建了一个快速的语音转文字系统（非常快，约450毫秒）…","summary":"Farza 发布屏幕感知听写功能，语音转文字延迟约450毫秒，并能根据屏幕上下文自动生成回复或指令：在 Claude Code 中自动写 prompt，在 Gmail 中自动回复邮件。该功能已上线，有演示视频。","recommendation":"语音转文字快至450ms，还能看懂屏幕上下文自动写邮件或写代码，做后期和自动化工作流的可以接API试试。","href":"./2026-07-15.html#item-tools-6","url":"https://x.com/FarzaTV/status/2077130366230639022","tags":["subtitle","agent","tutorial"],"entities":["Claude Code"],"gist":"屏幕感知听写功能实现快速语音转文字"},{"id":"2026-07-15-tools-07","date":"2026-07-15","section":"tools","sectionName":"工具与能力","source":"@ChatGPTapp","title":"ChatGPT 现已支持构建和发布完整网页应用","summary":"ChatGPT 官方宣布，用户现在可以直接在 ChatGPT 内构建并发布完整的网页应用。该功能由 @coreyching 演示具体方法，适用于快速搭建原型、工具页面或轻量级创作辅助应用。","recommendation":"ChatGPT 现在能直接发布网页应用了，做 AI 工具链整合的可以看看这个能力怎么嵌进创作流水线。","href":"./2026-07-15.html#item-tools-7","url":"https://x.com/ChatGPTapp/status/2077123809677906328","tags":["agent","tutorial"],"entities":["ChatGPT"],"gist":"ChatGPT支持构建发布完整网页应用"},{"id":"2026-07-15-tools-08","date":"2026-07-15","section":"tools","sectionName":"工具与能力","source":"@gammaapp","title":"We have a ton of AI image models that you can use for…","summary":"Gamma 宣布其演示文稿工具集成超过 10 个 AI 图像模型，包括 Flux、Ideogram、Recraft、Nano Banana 和 GPT Image。用户可在 Gamma 内直接生成图片，所有生成内容自动保存至 Media Library，供后续任意素材复用。","recommendation":"Gamma 把 10+ 个主流 AI 图像模型塞进 PPT 工具里，做视觉提案和美术参考的可以省掉切工具的时间，直接在 Gamma 里生成并存入素材库复用。","href":"./2026-07-15.html#item-tools-8","url":"https://x.com/GammaApp/status/2077038997696585899","tags":["image_gen","art_design","tutorial"],"entities":["Gamma","Flux","Ideogram","Recraft","Nano Banana"],"gist":"Gamma集成多AI图像模型用于演示文稿"},{"id":"2026-07-15-methods-01","date":"2026-07-15","section":"methods","sectionName":"方法与经验","source":"@runwayml","title":"Learn how to use Runway Agent to create your own cinematic…","summary":"Runway 官方发布 Agent 教程，以短片《Flicker》为例，演示如何用 Runway Agent 从创意到成片完成一部电影级短片，无需大预算或专业剪辑团队。教程覆盖 Agent 的自动化叙事、镜头生成、剪辑编排等能力，面向独立创作者和短剧团队。","recommendation":"Runway 官方出的 Agent 教程，讲怎么用它做短片。想省掉传统剪辑流程的编导和短剧团队可以点开看工作流，看它到底能自动化到什么程度。","href":"./2026-07-15.html#item-methods-1","url":"https://x.com/runwayml/status/2077051670316396744","tags":["agent","film","tutorial","editing"],"entities":["Runway Agent","Flicker"],"gist":"Runway Agent教程演示制作电影级短片"},{"id":"2026-07-15-methods-02","date":"2026-07-15","section":"methods","sectionName":"方法与经验","source":"@jxnlco","title":"Jason Liu 用 ChatGPT 语音与 Codex 实现\"口述-成稿-剪辑\"全流程","summary":"Jason Liu 分享了一套结合 ChatGPT 实时语音模式与 Codex 的创作工作流：先用语音让 ChatGPT 像代笔一样安静倾听、只追问模糊点，到家即得转录稿；接着将转录 URL 交给 Codex，用提示词“只用我的词”将口述转为短文，保留个人语气、去除填充词和重复；最后将成稿视频交给 Codex，通过转录工具、FFmpeg 和 Remotion 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官方的图生视频入门指南，讲的是基础流程和行业背景，适合刚入门的视觉师和后期快速扫盲，老手可以直接跳过。","href":"./2026-07-15.html#item-methods-6","url":"https://lumalabs.ai/news/turn-static-images-into-videos","tags":["video_gen","tutorial","case_study"],"entities":["Luma AI"],"gist":"Luma AI官方图生视频工作流指南"},{"id":"2026-07-15-methods-07","date":"2026-07-15","section":"methods","sectionName":"方法与经验","source":"@MengkePM","title":"下午好，给大家同步一个配套工具：《小红书运营手册 · AI工作台》…","summary":"Mengke Wang 发布开源项目《小红书运营手册·AI工作台》，包含标题、主页诊断、选题、评论回复、成交路径等 5 个可独立安装的 Codex Skills，基于团队长期小红书诊断和内容策划工作流构建，不承诺涨粉爆款，适合有真实产品但缺乏表达方法的个人 IP 和独立创作者。","recommendation":"一套开源的小红书运营 AI Skills，适合有产品但不会讲故事的创作者，装进 Codex 就能用，省掉自己写 prompt 的时间。","href":"./2026-07-15.html#item-methods-7","url":"https://x.com/MengkePM/status/2076924154415341967","tags":["agent","ideation","cost_open"],"entities":["Codex"],"gist":"开源小红书运营AI工作台Skills"},{"id":"2026-07-15-methods-08","date":"2026-07-15","section":"methods","sectionName":"方法与经验","source":"@hiheimu","title":"夯爆了！Codex 的 @ 引用对话，竟然还能这么用？ 它不只能引用 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alpha 透明度…","summary":"开发者 Alex Barashkov 用 OpenAI Codex 构建并开源了 Aval——一种面向 Web 的交互式视频格式。核心能力包括：内置状态机（命名状态、触发路由、最新触发优先）、帧精确过渡（基于 portal/finish/cut/revert 的过渡）、打包 alpha 透明度。附带编译器和 Web 渲染器，可直接在浏览器中运行交互式视频。此前 Airbnb 曾为类似目的开发 Lava 但未开源，Aval 填补了这一空白。","recommendation":"一个用 AI 写出来的交互式视频开源格式，帧精确过渡、状态机、alpha 通道全打包。做互动叙事、分支剧情、H5 广告的可以直接拿来用，不用从零搭渲染管线。","href":"./2026-07-16.html#item-industry-2","url":"https://x.com/alex_barashkov/status/2077406669647073370","tags":["post_fx","editing","agent"],"entities":["Codex","Aval"],"gist":"开源交互式视频格式Aval支持状态机与帧精确过渡"},{"id":"2026-07-16-industry-03","date":"2026-07-16","section":"industry","sectionName":"行业与平台","source":"公众号","title":"北京亦庄联合京东云上线全国首个\"模型券\"即时补贴平台","summary":"北京亦庄联合京东云上线全国首个“模型券”即时补贴平台，企业购买爱诗PixVerse、MiniMax海螺、Vidu、可灵等商用模型服务时，可在京东云优惠价基础上叠加最高65%的即时补贴。企业完成线上实名认证、资质审核、选购券包、下单抵扣四步即可使用，未来还将上线算力券补贴，形成“模型+算力”双券联动。","recommendation":"北京亦庄给企业买模型服务发补贴，最高65%，覆盖可灵、海螺、PixVerse等主流商用模型。做AI短剧和批量出片的制片人可以算算账，看能不能把制作成本再压一截。","href":"./2026-07-16.html#item-industry-3","url":"https://mp.weixin.qq.com/s/t4FgmtkqkyUxhvvB-0SDKQ","tags":["industry","cost_open"],"entities":["PixVerse","MiniMax海螺","Vidu","可灵","京东云"],"gist":"北京亦庄联合京东云推出模型券补贴平台"},{"id":"2026-07-16-tools-01","date":"2026-07-16","section":"tools","sectionName":"工具与能力","source":"@pika_labs","title":"What if your footage 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直播的可以看看这个交互层怎么用。","href":"./2026-07-16.html#item-tools-2","url":"https://x.com/tavus/status/2077453632338030661","tags":["avatar","agent","video_gen"],"entities":["Tavus","PAL","Magic Canvas"],"gist":"Tavus为虚拟人PAL推出共享画布功能"},{"id":"2026-07-16-tools-03","date":"2026-07-16","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"Transcribe your videos in seconds with Fish Audio’s Speech…","summary":"Fish Audio 推出视频语音转文字功能，支持秒级转录，面向字幕生成、内容索引等后期场景，已开放使用。","recommendation":"Fish Audio 的语音转文字功能，后期和剪辑团队可以接 API 测一下准确率和速度，看能不能替代现有字幕工具。","href":"./2026-07-16.html#item-tools-3","url":"https://x.com/FishAudio/status/2077393609041535268","tags":["subtitle","audio_voice"],"entities":["Fish Audio"],"gist":"Fish Audio推出秒级视频语音转文字功能"},{"id":"2026-07-16-tools-04","date":"2026-07-16","section":"tools","sectionName":"工具与能力","source":"@vista8","title":"公众号GIF压缩Skill发布，支持10M限制","summary":"Vista 发布了一个开源的 GIF 压缩 Skill，专为满足公众号 10M 大小限制及 300 帧上限设计。建议宽度 640 像素、帧率 12-20 fps。安装指令为 `npx skills add joeseesun/qiaomu-tiny-gif`，代码与演示网站已开源。","recommendation":"一个专为公众号设计的 GIF 压缩工具，后期和运营可以直接装来用，省去手动调参的麻烦。","href":"./2026-07-16.html#item-tools-4","url":"https://x.com/vista8/status/2077242458627289494","tags":["post_fx","tutorial","cost_open"],"entities":["Vista","qiaomu-tiny-gif"],"gist":"开源GIF压缩Skill适配公众号10M限制"},{"id":"2026-07-16-methods-01","date":"2026-07-16","section":"methods","sectionName":"方法与经验","source":"@ring_hyacinth","title":"《莫兰迪小猫》幕后01 by @simonxxoo 一些可能对于你有用的 @FlowbyGoogle Flow…","summary":"创作者分享 Google Flow Agent 使用技巧：通过写 Agent Instructions 设置全局参考图和提示词来锁定角色与风格；可让 AI 自动生成 Instructions 文本；进阶用法是通过每张图的 MediaID 在同一段 Instructions 里引用多张参考图，突破单图限制；合集功能可整集引用作为参考图。","recommendation":"Flow 用户可以直接抄作业，特别是 Agent Instructions 写法和 MediaID 引用参考图这两个技巧，能省不少试错时间。","href":"./2026-07-16.html#item-methods-1","url":"https://x.com/ring_hyacinth/status/2077280158197940716","tags":["control","prompt","consistency","tutorial"],"entities":["Flow","Flow Agent"],"gist":"Flow Agent技巧：用Instructions锁定角色风格"},{"id":"2026-07-16-methods-02","date":"2026-07-16","section":"methods","sectionName":"方法与经验","source":"@rohanpaul_ai","title":"KULINA用AI员工Viktor将广告活动从5个增至60个","summary":"厨房电商品牌 KULINA 部署 AI 员工 Viktor，在 Slack/Teams 中工作，可调用 3000+ 工具。其媒体团队在人员与薪资不变的情况下，将广告活动数量从 5 个提升至 60 个。CEO 称其为“全能 AI”。该案例展示了 AI Agent 在内容营销与广告投放环节的实际提效能力。","recommendation":"AI 员工 Viktor 帮 KULINA 把广告活动从 5 个做到 60 个，人没加钱没涨。做 AI 短剧和内容营销的制片人值得细看——这是 AI Agent 在真实商业场景里跑通效率的硬案例。","href":"./2026-07-16.html#item-methods-2","url":"https://x.com/rohanpaul_ai/status/2077144601006407991","tags":["agent","commercial","case_study"],"entities":["Viktor"],"gist":"AI员工Viktor助KULINA广告活动增至60个"},{"id":"2026-07-16-methods-03","date":"2026-07-16","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"Webinar: Production-Ready Video Workflows for Studios &…","summary":"FLORA 举办线上研讨会，由拥有 8 年音乐视频和广告经验的 DJ Kim 主讲，现场搭建工作室最常要求的 AI 视频管线，涵盖换脸、唇形同步、合成、VFX、预可视化到视频输出以及调色等环节。","recommendation":"FLORA 官方直播拆解影视级 AI 工作流，换脸、唇形同步、合成、调色一条线，做后期和整合管线的可以直接拉片看管线怎么搭。","href":"./2026-07-16.html#item-methods-3","url":"https://x.com/floraai/status/2077513215445983616","tags":["tutorial","post_fx","lipsync","color","case_study"],"entities":["FLORA"],"gist":"FLORA研讨会拆解影视级AI视频工作流"},{"id":"2026-07-16-methods-04","date":"2026-07-16","section":"methods","sectionName":"方法与经验","source":"@shao__meng","title":"MengTo 开源 75 个 AI 智能体技能包，含设计指令与工作流","summary":"设计师 MengTo 开源了一个包含 75 个 AI 智能体技能包的项目，涵盖 10 个 Codex 工作流（如从参考视频一键生成 HTML）和 62 个网页设计技能，并提供了“design-first-ui-prompting”方法论，通过固定 prompt 骨架和变体迭代来提升输出质量。","recommendation":"设计师和前端整合者可以直接拉取这 75 个技能包，把设计指令和风格系统当模板用，省掉重复调 prompt 的时间。","href":"./2026-07-16.html#item-methods-4","url":"https://x.com/shao__meng/status/2077335188666044426","tags":["agent","prompt","cost_open"],"entities":["Codex"],"gist":"开源75个AI智能体技能包含设计工作流"},{"id":"2026-07-16-methods-05","date":"2026-07-16","section":"methods","sectionName":"方法与经验","source":"@dotey","title":"BaoCut：Agent+Skill 路线实现视频字幕转录翻译与剪辑","summary":"开发者 @dotey 分享了视频字幕工具 BaoCut 的演进路线：从 LLM 方案（需 API Key、成本高）转向 Agent + Skill 路线。Agent 通过 CLI 调用 App 功能，配合 Skill 固化转录、润色、翻译、对齐、剪辑等工作流，质量好且成本低（包月 Token 用不完）。App 则提供 GUI 供人工预览和二次编辑，支持 Codex 或 Claude Code 触发。","recommendation":"后期和剪辑师可以看看这个 Agent+Skill 的路线，把字幕转录、翻译、对齐、剪辑串成一条自动化流水线，包月 Token 就能跑，不用再为长视频付 API 费。","href":"./2026-07-16.html#item-methods-5","url":"https://x.com/dotey/status/2077225080027775206","tags":["agent","subtitle","editing"],"entities":["BaoCut","Codex","Claude Code"],"gist":"BaoCut用Agent+Skill实现字幕转录剪辑"},{"id":"2026-07-16-methods-06","date":"2026-07-16","section":"methods","sectionName":"方法与经验","source":"@venturetwins","title":"AI 视频在想象历史事件方面表现出色。 这是一个一次性视频，来自 Seedance…","summary":"Justine Moore 分享 Seedance 2 生成的一次性视频，模拟庞贝城维苏威火山喷发时的纪录片手持镜头，附完整 prompt（指定年代、设备风格、人群反应、镜头运动）。提示称可用 LLM 将 prompt 改写适配任何历史事件。","recommendation":"Seedance 2 的历史场景一次性生成，附完整 prompt 模板，编导和视觉师可以直接套用改写其他事件，省掉反复调参。","href":"./2026-07-16.html#item-methods-6","url":"https://x.com/venturetwins/status/2077080446341656956","tags":["video_gen","prompt","camera"],"entities":["Seedance 2"],"gist":"Seedance 2生成历史事件视频附提示词"},{"id":"2026-07-16-methods-07","date":"2026-07-16","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"抖音超火的迈克尔贝环绕运镜提示词来了！ 这个提示词主打迈克尔贝标志性360°环绕 + 动态揭示 +…","summary":"X 用户「比特小师妹」分享迈克尔·贝风格环绕运镜提示词，主打 360° 环绕 + 动态揭示 + 一镜到底，镜头围绕人物旋转同时展开环境与人物关系。提示词预设四个人物角色可切换，附视频演示效果。","recommendation":"做 AI 短剧和动作片的编导可以直接套用这个提示词模板，省掉自己调运镜参数的时间。","href":"./2026-07-16.html#item-methods-7","url":"https://x.com/bit_sister/status/2076878633692713280","tags":["prompt","camera","short_drama"],"entities":[],"gist":"迈克尔贝风格环绕运镜提示词模板"},{"id":"2026-07-16-methods-08","date":"2026-07-16","section":"methods","sectionName":"方法与经验","source":"@TanLuAI","title":"用AI剪视频可行吗？分享我用Codex+ChatCut和Hyperframes剪视频的全操作过程 该篇文章…","summary":"探路AI 分享在 Codex 中使用 ChatCut 和 Hyperframes 两个插件进行 AI 剪辑的全过程，面向新手，步骤用大白话描述，覆盖从素材导入到剪辑完成的基础操作。","recommendation":"Codex 里 ChatCut 和 Hyperframes 两个剪辑插件的大白话教程，后期和整合者可以当入门参考，看 AI 剪辑工作流怎么搭。","href":"./2026-07-16.html#item-methods-8","url":"https://x.com/TanLuAI/status/2077227468478652763","tags":["editing","agent","tutorial"],"entities":["Codex","ChatCut","Hyperframes"],"gist":"Codex中使用ChatCut和Hyperframes剪辑教程"},{"id":"2026-07-16-methods-09","date":"2026-07-16","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"用 ChatGPT + Codex 实测了 @chatcutapp 的 5…","summary":"博主用 ChatGPT + Codex 实测 ChatCut 在口播、Vlog、混剪、动画、动漫 5 种视频场景的剪辑能力，耗时 15+ 小时、消耗 400 万+ Tokens。结论是 AI 尚不能完全替代剪辑师，但可作为有想象力的剪辑助理。","recommendation":"后期和剪辑师可以当实测报告看，15 小时烧 400 万 Tokens 的代价和 5 种场景的成片质量，比厂商宣传片实在。","href":"./2026-07-16.html#item-methods-9","url":"https://x.com/MengjieXvivi/status/2077352815316619516","tags":["editing","agent","case_study"],"entities":["ChatCut","Codex","ChatGPT"],"gist":"实测ChatCut在五种视频场景的剪辑能力"},{"id":"2026-07-16-methods-10","date":"2026-07-16","section":"methods","sectionName":"方法与经验","source":"@aehyok","title":"卧槽太叼了，腾讯自家的 ima知识库可以让AI轻松替代读取我们微信收藏夹里的微信公众号文章，支持批量哟…","summary":"腾讯 ima 知识库新增能力：可批量读取微信收藏夹中的公众号文章，并直接接入 WorkBuddy、Claude Code、Codex 等 Agent 产品。用户通过安装特定 skill 即可打通链路，无需手动复制链接。该功能主要解决 AI 创作中素材获取的痛点，将微信生态内的文章内容直接转化为 AI 可处理的素材源。","recommendation":"腾讯 ima 知识库打通微信收藏夹和 WorkBuddy/Codex 等 Agent 工具，批量读取公众号文章做素材。做 AI 工作流整合的可以看看这个 skill 配置链路，省掉手动复制粘贴的功夫。","href":"./2026-07-16.html#item-methods-10","url":"https://x.com/aehyok/status/2077290625704308948","tags":["agent","industry"],"entities":["ima","WorkBuddy","Claude Code","Codex"],"gist":"腾讯ima知识库接入Agent批量读取微信收藏"},{"id":"2026-07-16-works-01","date":"2026-07-16","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"《和最讨厌的人灵魂互换了》完整版","summary":"B站UP主「花生」的AI短剧系列《和最讨厌的人灵魂互换了》发布完整版，时长38分钟，含AI生成内容。该系列此前已发布10集，完整版为最终整合，题材为灵魂互换喜剧，属于AI长叙事短剧的完整实践案例。","recommendation":"B站AI短剧系列完整版，38分钟长叙事，做AI短剧的可以拉片看角色一致性和长线叙事处理，尤其是灵魂互换这种高难度题材怎么用AI保持角色区分度。","href":"./2026-07-16.html#item-cases-1","url":"https://www.bilibili.com/video/BV1cNML6eEsg","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧完整版展示长叙事与角色一致性"},{"id":"2026-07-16-works-02","date":"2026-07-16","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"RT @sailorv321: 一本の綱、その上で命を遊ばせる","summary":"PixVerse 用户发布 AI 短片，以韩国传统走绳「チュルタギ」为题材，参考真实表演逐帧搭建动作，展示角色在绳索上的跳跃、下沉、反弹及用扇子维持重心的连贯姿态。短片为个人创作者作品，侧重动作细节与传统文化视觉化。","recommendation":"PixVerse 用户用 AI 复现韩国传统走绳「チュルタギ」，动作细节参考了真实表演。做 AI 短剧和视觉的可以拉片看动作连贯性和重心处理，扇子道具的交互是亮点。","href":"./2026-07-16.html#item-cases-2","url":"https://x.com/PixVerse_/status/2077340603847970978","tags":["animation","performance","case_study"],"entities":["PixVerse"],"gist":"PixVerse短片复现传统走绳动作细节"},{"id":"2026-07-16-works-03","date":"2026-07-16","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"Runway AIF 2026 全球十佳｜《此前或此后》","summary":"小红书作者 chensifang 发布 AI 短片《此前或此后》，该片入选 Runway AIF 2026 全球十佳。个人创作者作品，题材和视觉风格需查看原视频确认。","recommendation":"Runway AIF 2026 十佳作品之一，做 AI 短片的可以拉片看叙事和视觉风格，看看评委口味。","href":"./2026-07-16.html#item-cases-3","url":"https://www.xiaohongshu.com/explore/6a4ec33d000000001502764a","tags":["film","case_study"],"entities":["Runway"],"gist":"Runway AIF十佳短片展示叙事风格"},{"id":"2026-07-16-works-04","date":"2026-07-16","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"【垃圾站】EP01 今天这车垃圾，有点不对劲","summary":"小红书作者 DiDi_OK 发布 AI 短片系列《垃圾站》第一集《今天这车垃圾，有点不对劲》，悬疑日常题材，个人创作者作品。","recommendation":"小红书作者 DiDi_OK 的 AI 短片系列第一集，标题和题材偏悬疑日常，做 AI 短剧的可以拉片看叙事节奏和风格一致性处理。","href":"./2026-07-16.html#item-cases-4","url":"https://www.xiaohongshu.com/explore/6a54d3ff000000000603381d","tags":["short_drama","case_study"],"entities":[],"gist":"AI短片悬疑日常系列第一集"},{"id":"2026-07-16-works-05","date":"2026-07-16","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【AI还原】Chiikawa中字 第360话「就是狸猫嘛‌」","summary":"B 站 UP 主「手工铠」发布的 AI 还原 Chiikawa 同人短片，第 360 话「就是狸猫嘛」，延续原作可爱风格。","recommendation":"AI 还原 Chiikawa 同人短片，视觉师可当风格参考，但信息量有限，对创作工作流参考价值不大。","href":"./2026-07-16.html#item-cases-5","url":"https://www.bilibili.com/video/BV1uWNS6BEzz","tags":["animation","case_study"],"entities":[],"gist":"AI还原Chiikawa同人短片风格参考"},{"id":"2026-07-17-industry-01","date":"2026-07-17","section":"industry","sectionName":"行业与平台","source":"公众号","title":"天工短剧工作台发布\"Agent智能分镜+无限画布\"双轨创作模式","summary":"昆仑万维天工短剧工作台推出双轨创作模式：导演Agent自动解析剧本、规划站位与机位，支持多视细节图生成，内置影视级提示词模板、720°全景图及3D导演台，旨在解决AI短剧角色变脸和站位漂移问题。已有三部作品上线DramaWave，7天实现百万美元级营收。","recommendation":"天工把导演Agent和无限画布塞进短剧工作台，自动解析剧本、规划站位机位，还带多视细节图生成。做AI短剧的可以直接上手跑一遍，看角色变脸和站位漂移能压到什么程度。","href":"./2026-07-17.html#item-industry-1","url":"https://mp.weixin.qq.com/s/WlGAeogkF_N5122nHA0TtQ","tags":["short_drama","agent","storyboard","consistency","three_d"],"entities":["天工短剧工作台","DramaWave"],"gist":"天工短剧工作台双轨创作模式解决角色一致性问题"},{"id":"2026-07-17-industry-02","date":"2026-07-17","section":"industry","sectionName":"行业与平台","source":"@fal","title":"RT @DecartAI: Meet Lucy 2","summary":"DecartAI 发布 Lucy 2.5，号称最先进的实时 AI 视频编辑模型，支持实时视频编辑，能力较前代更强、控制更精细。由 @fal 转发，具体参数和 API 接入方式需查看原文。","recommendation":"Decart 的实时视频编辑模型升级到 2.5，能力更强、控制更细。做 AI 后期和实时视觉的可以直接接 API 测延迟和编辑精度。","href":"./2026-07-17.html#item-industry-2","url":"https://x.com/fal/status/2077813394715955363","tags":["video_gen","post_fx","control"],"entities":["Lucy 2.5","DecartAI","fal"],"gist":"DecartAI发布实时视频编辑模型Lucy 2.5"},{"id":"2026-07-17-industry-03","date":"2026-07-17","section":"industry","sectionName":"行业与平台","source":"@ViggleAI","title":"Viggle 推出自研文本转动作模型","summary":"Viggle AI 发布自研文本转动作模型，已上线 PINOC 平台。输入动作描述即可生成高能量、富有表现力的动画，适用于镜头设计、游戏原型制作、NPC 动画生成等场景，支持免费试用。","recommendation":"Viggle 自研文本转动作模型上线，输入动作描述直接生成动画，高能量和表现力动作是卖点。做游戏原型、NPC 动画或短剧动作镜头的可以上 PINOC 免费试，省掉手动 K 帧的功夫。","href":"./2026-07-17.html#item-industry-3","url":"https://x.com/ViggleAI/status/2077782898732650576","tags":["animation","performance","control"],"entities":["Viggle","PINOC"],"gist":"Viggle推出文本转动作模型用于动画生成"},{"id":"2026-07-17-industry-04","date":"2026-07-17","section":"industry","sectionName":"行业与平台","source":"@berryxia","title":"Kimi 3 悄然上线官网，Demo 表现强劲","summary":"Kimi 3 已低调上线官网，从多个 Demo 来看，该版本在生成质量和表现力上有明显提升。此前该模型沉寂已久，此次更新引发用户期待。具体能力细节和 API 接入方式需查看官网。","recommendation":"Kimi 3 低调上线，Demo 表现不错，做 AI 视频和短剧的可以跑一遍实测，看生成质量和风格控制有没有质变。","href":"./2026-07-17.html#item-industry-4","url":"https://x.com/berryxia/status/2077752549923561499","tags":["video_gen","image_gen"],"entities":["Kimi 3"],"gist":"Kimi 3低调上线，生成质量提升"},{"id":"2026-07-17-industry-05","date":"2026-07-17","section":"industry","sectionName":"行业与平台","source":"X 关注流","title":"𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 𝐀𝐈 𝐔𝐆𝐂 𝐀𝐝 𝐌𝐚𝐤𝐞𝐫 Upload your product…","summary":"Loova AI 发布 AI UGC Ad Maker 产品，用户上传产品素材、选择 AI 虚拟创作者形象、输入广告文案，即可在几分钟内生成一条可直接发布的 UGC 风格广告视频。产品定位为品牌投放和社媒营销场景，降低真人 UGC 拍摄和剪辑成本。","recommendation":"Loova 新出的 AI UGC 广告生成器，上传产品、选 AI 虚拟人、写文案，几分钟出一条可直接发的广告。做短剧和品牌投放的制片人可以测一下出片质量和成本，看能不能替代真人 UGC 拍摄。","href":"./2026-07-17.html#item-industry-5","url":"https://x.com/LoovaAI/status/2077763323974562037","tags":["commercial","avatar","video_gen"],"entities":["Loova"],"gist":"Loova推出AI UGC广告生成器"},{"id":"2026-07-17-tools-01","date":"2026-07-17","section":"tools","sectionName":"工具与能力","source":"Google AI Blog","title":"Create, edit and star in videos with two Google Vids updates","summary":"Google Vids 推出两项更新：集成 Gemini Omni 模型，支持通过自然语言指令创建、编辑视频内容；同时上线 Personal Avatars 功能，用户上传照片即可生成数字分身并嵌入视频中出镜。两项能力均直接内置于 Google Vids 工作流，无需切换工具。","recommendation":"Google Vids 同时塞进 Gemini Omni 推理和数字分身，编导和后期可以直接在 Vids 里用自然语言改片、让角色替你出镜。做短剧和视觉的值得实测一轮，看这俩能力能不能替代部分传统剪辑和演员环节。","href":"./2026-07-17.html#item-tools-1","url":"https://blog.google/products-and-platforms/products/workspace/gemini-omni-personal-avatars/","tags":["video_gen","avatar","editing"],"entities":["Google Vids","Gemini Omni"],"gist":"Google Vids集成Gemini Omni和数字分身功能"},{"id":"2026-07-17-tools-02","date":"2026-07-17","section":"tools","sectionName":"工具与能力","source":"@FlowbyGoogle","title":"Create personalized workflows with Google Flow Tools For…","summary":"Google Flow 官方宣布推出 Flow Tools 功能，支持用户创建个性化工作流，覆盖从概念构思、内容生成到后期精修的完整创作链路。该功能旨在降低从创意到执行的门槛，让创作者在单一平台内完成全流程。目前具体工具模块和接入方式尚未详细公开。","recommendation":"Google Flow 开始推个性化工作流工具，从创意到成片到精修一条线。做 AI 短剧和视觉整合的可以看看这套工具链能不能接进自己的管线。","href":"./2026-07-17.html#item-tools-2","url":"https://x.com/FlowbyGoogle/status/2077884458993406337","tags":["agent","video_gen","ideation"],"entities":["Google Flow"],"gist":"Google Flow推出个性化工作流工具覆盖创作全流程"},{"id":"2026-07-17-tools-03","date":"2026-07-17","section":"tools","sectionName":"工具与能力","source":"@GeminiApp","title":"Gemini 数字头像功能上线，一键生成自拍","summary":"Google Gemini 上线数字头像功能，用户一次性上传自拍设置数字头像后，可在 Gemini 应用内（首发场景为 Nano Banana 游戏）无缝生成自定义个人图像，无需每次重新上传自拍照。该功能支持将用户置于不同场景、风格或时代，降低角色一致性的操作门槛。","recommendation":"Gemini 把数字头像做成了系统级功能，一次设置就能在 Nano Banana 里换场景换风格，做角色 IP 和短剧的可以看看这个一致性方案能不能套进自己的管线。","href":"./2026-07-17.html#item-tools-3","url":"https://x.com/GeminiApp/status/2077812539480748035","tags":["avatar","consistency","image_gen"],"entities":["Gemini","Nano Banana"],"gist":"Gemini数字头像功能实现跨场景角色一致性"},{"id":"2026-07-17-tools-04","date":"2026-07-17","section":"tools","sectionName":"工具与能力","source":"OpenRouter","title":"OpenRouter 统一多模态 API：Chat、图像生成、嵌入与转录共用同一端点","summary":"OpenRouter 将 Chat、图像生成、嵌入和转录四种模态统一到单一 base URL（https://openrouter.ai/api/v1），用户只需切换模型字符串和内容类型，无需管理多个 SDK、账单和认证方案。同一套路由控制可跨所有模态复用，覆盖 400+ 模型和 70+ 供应商。","recommendation":"OpenRouter 把 Chat、图像、嵌入、转录四种模态统一到一个 API 端点，做多模态工具链集成的技术整合者可以省掉 4 套 SDK 和账单管理，直接切模型字符串就行。","href":"./2026-07-17.html#item-tools-4","url":"https://openrouter.ai/blog/insights/every-modality-one-api","tags":["agent","cost_open","industry"],"entities":["OpenRouter"],"gist":"OpenRouter统一多模态API端点简化集成"},{"id":"2026-07-17-methods-01","date":"2026-07-17","section":"methods","sectionName":"方法与经验","source":"Hacker News (Top)","title":"$100 AI Music Video: Claude Fable 5 vs. GPT-5.6 Sol","summary":"开发者用Agent框架让Claude Fable 5和GPT-5.6 Sol在25美元和100美元预算下自主完成一支完整MV（歌曲为《Uptown Funk》）。模型可调用plan、web_search、get_budget、generate_image、generate_video（通过FAL）和ffmpeg剪辑工具，全程自主决策从研究视频模型、生成素材到最终剪辑。文章公开了每次工具调用的完整日志，可对比两个模型在预算分配、素材生成策略和剪辑逻辑上的差异。","recommendation":"给模型100美元让它自己拍MV，从选模型、生成素材到剪辑全自动。做AI短剧和后期自动化的可以直接抄这个agentic工作流框架，看Claude和GPT各自怎么花钱、怎么决策。","href":"./2026-07-17.html#item-methods-1","url":"https://www.tryai.dev/blog/ai-music-video-arena-claude-vs-gpt-5.6","tags":["agent","mv","case_study","editing"],"entities":["Claude","GPT","FAL","ffmpeg"],"gist":"AI代理自主制作MV对比预算与决策差异"},{"id":"2026-07-17-methods-02","date":"2026-07-17","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"AE彻底变天了，人工剪辑 VS Claude剪辑 Claude已经在悄无声息中杀入Adobe After…","summary":"Claude 通过 Higgsfield MCP 接入 Adobe After Effects，用户只需用自然语言指令，即可让 Claude 在 AE 中完成导入素材、读取并修改合成/图层/关键帧、渲染输出等操作。Higgsfield 负责在云端生成图片和视频素材并导入 AE，Claude 则执行重新构图、移除背景、提升分辨率等精细调整，所有操作生成的都是真实可编辑的 AE 素材，最终控制权仍在用户手中。","recommendation":"Claude 通过 Higgsfield MCP 直接操控 AE 合成、图层和关键帧，后期剪辑师可以省掉大量重复劳动，把时间留给创意。做 AI 短剧和广告片的团队值得实测这套工作流。","href":"./2026-07-17.html#item-methods-2","url":"https://x.com/gengdaJ/status/2077875977481515376","tags":["agent","editing","post_fx","tutorial"],"entities":["Claude","Higgsfield","After Effects"],"gist":"Claude通过Higgsfield MCP操控AE后期"},{"id":"2026-07-17-methods-03","date":"2026-07-17","section":"methods","sectionName":"方法与经验","source":"@umesh_ai","title":"Invideo’s Agent One is one of the coolest AI agents I’ve…","summary":"Invideo 的 Agent One 是一款面向短片创作的 AI Agent，用户通过自然语言对话即可完成从创意到成片的完整流程，支持多次修改和上下文记忆。该推文作者用 Agent One 制作了一部 1 分钟短片，全程仅通过对话交互完成。","recommendation":"个人实测分享，Invideo 的 Agent One 能通过对话式交互直接生成短片，还带上下文记忆。做短剧和编导的可以点开看 demo 感受一下交互流畅度，看能不能塞进自己的批量生产管线。","href":"./2026-07-17.html#item-methods-3","url":"https://x.com/umesh_ai/status/2077703008603844633","tags":["agent","short_drama","case_study"],"entities":["Invideo","Agent One"],"gist":"Invideo Agent One对话式生成短片实测"},{"id":"2026-07-17-methods-04","date":"2026-07-17","section":"methods","sectionName":"方法与经验","source":"@berryxia","title":"泊舟的这个制作真人口播视频的skill看着不错啊，直接开源可以使用了！ 地址：https://github…","summary":"泊舟开源了真人口播视频制作工具包 video-skills-toolkit，配套保姆级教程和原理说明。工具基于 Codex + Remotion 搭建，可自动化生成口播视频，适合批量生产场景。","recommendation":"做真人口播视频的后期和短剧团队可以直接拿这个开源工具跑一遍，省掉自己搭工作流的时间。","href":"./2026-07-17.html#item-methods-4","url":"https://x.com/berryxia/status/2077540088247210154","tags":["avatar","agent","tutorial","cost_open"],"entities":["video-skills-toolkit","Codex","Remotion"],"gist":"泊舟开源真人口播视频制作工具包"},{"id":"2026-07-17-methods-05","date":"2026-07-17","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"修复 SEEDANCE 2.0 中舞蹈准确性的深度图技巧 给模型输入一段某人跳舞的视频，它会试图解读一切——人、衣服、光…","summary":"创作者 Nexlow 分享 Seedance 2.0 舞蹈动作迁移工作流：先用 GPT Image 2 锁定角色参考（面部、体型、服装），再将源舞蹈视频转为深度图作为动作参考输入，而非直接使用原视频。核心思路是分离身份参考与动作参考，避免模型同时解读人物外观、服装、光线、环境等多变量导致动作漂移。","recommendation":"一个很实用的 Seedance 2.0 舞蹈动作迁移技巧：用深度图代替原视频做动作参考，能大幅提升舞蹈准确度。做角色动画和短剧动作戏的可以直接套用这个工作流。","href":"./2026-07-17.html#item-methods-5","url":"https://x.com/NexlowX/status/2077796149617139742","tags":["video_gen","animation","control","tutorial"],"entities":["Seedance 2.0","GPT Image 2"],"gist":"Seedance 2.0舞蹈迁移用深度图提升准确性"},{"id":"2026-07-17-methods-06","date":"2026-07-17","section":"methods","sectionName":"方法与经验","source":"@berryxia","title":"Kimi 3一句话生成博朗3D录音机，质感交互惊艳","summary":"Kimi 3仅凭一句提示词即可生成博朗3D录音机模型，质感和交互效果惊艳，用户称无需复杂Prompt即可吊打头部模型。个人创作者实测分享，展示了Kimi 3在3D生成上的低门槛和高质感能力。","recommendation":"一句话出高质感3D模型，做视觉和美术的可以跑一遍看看Kimi 3的3D生成上限在哪，省掉复杂Prompt调参。","href":"./2026-07-17.html#item-methods-6","url":"https://x.com/berryxia/status/2077760058516238743","tags":["three_d","image_gen"],"entities":["Kimi 3"],"gist":"Kimi 3一句话生成高质感3D模型"},{"id":"2026-07-17-methods-07","date":"2026-07-17","section":"methods","sectionName":"方法与经验","source":"@fofrAI","title":"概念锻造提示词：用卡巴拉智能体融合任意想法","summary":"fofr 展示了一种名为「概念锻造」的图像提示词方法，利用卡巴拉智能体技能将两个概念通过强制桥梁融合。例如输入「evangelion/metztli」，智能体生成了「被石化的月球外壳 Metztli 作为沉睡宇宙巨人的原始生物驾驶舱」这一桥梁，并据此创作出充满琥珀色液体、玉石与生物线缆的驾驶舱提示词。该方法基于 Nano Banana 2 Lite 模型运行。","recommendation":"一种用卡巴拉智能体做概念融合的提示词方法，输入两个词就能自动生成视觉桥梁。视觉师和编导可以当灵感工具用，跑一遍看看出图质感稳不稳。","href":"./2026-07-17.html#item-methods-7","url":"https://x.com/fofrAI/status/2077862231950118942","tags":["prompt","ideation","image_gen"],"entities":["Nano Banana 2 Lite"],"gist":"卡巴拉智能体融合概念生成提示词"},{"id":"2026-07-17-methods-08","date":"2026-07-17","section":"methods","sectionName":"方法与经验","source":"@MayorKingAI","title":"我如何将一个 AI 场景转化为 4DX + ScreenX 体验 我使用了 GPT Image 2…","summary":"创作者 MayorkingAI 分享将 AI 场景转化为 4DX + ScreenX 多屏沉浸体验的工作流：先用 GPT Image 2 生成屏幕和初始帧，再在 Leonardo 内用 Seedance 2.0 完成动画化，附完整提示词和步骤。","recommendation":"个人创作者分享用 GPT Image 2 + Seedance 2.0 做多屏沉浸画面的工作流，做视觉和整合的可以点开看提示词和步骤。","href":"./2026-07-17.html#item-methods-8","url":"https://x.com/MayorKingAI/status/2077060736107553229","tags":["video_gen","image_gen","case_study"],"entities":["GPT Image 2","Seedance 2.0","Leonardo"],"gist":"AI场景转化为4DX多屏沉浸体验工作流"},{"id":"2026-07-17-methods-09","date":"2026-07-17","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"兄弟们，我最近在视频号发现了一个还在吃红利的内容形式：手绘视频…","summary":"个人开发者 @GeekCatX 用 Codex Plus 本地运行的手绘视频生成工具，不依赖任何视频模型 API，已在视频号测试出 3000-20000 播放量。工具计划后续开源，本周先在付费社群内测。","recommendation":"个人开发者用 Codex 搓了个手绘视频工具，不接视频 API 本地跑，视频号流量验证过。做短剧/短视频的可以蹲开源，想先跑的私信他进社群。","href":"./2026-07-17.html#item-methods-9","url":"https://x.com/GeekCatX/status/2076882249723900091","tags":["animation","agent","cost_open","case_study"],"entities":["Codex"],"gist":"Codex本地生成手绘视频工具获流量验证"},{"id":"2026-07-17-works-01","date":"2026-07-17","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"【复制铜镜全系列合集】ai软件生成，剧情虚构，非官方）正片+番外+解说+彩蛋","summary":"B站UP主发布的AI生成短剧《复制铜镜》全系列合集，含正片、番外、解说和彩蛋，总时长59分钟。该系列曾登上B站全站排行榜第20名，播放量近千万。作品为剧情虚构的非官方创作，题材和视觉风格偏古风悬疑，是AI短剧领域的高热度长叙事案例。","recommendation":"B站近千万播放的AI短剧系列合集，做AI短剧的可以直接拉片看长叙事和角色一致性处理，59分钟全系列一次看完。","href":"./2026-07-17.html#item-cases-1","url":"https://www.bilibili.com/video/BV1NnNr6BEGR","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧《复制铜镜》合集，近千万播放，可拉片分析"},{"id":"2026-07-17-works-02","date":"2026-07-17","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"A Diversion A short story in puppet-like animation style…","summary":"创作者 Roope Rainisto 发布 AI 短片《A Diversion》，使用 Seedance 2.0 制作，采用提线木偶动画风格，讲述一个短篇故事。","recommendation":"Roope Rainisto 用 Seedance 2.0 做的提线木偶风格短片，视觉风格独特，做 AI 动画和短剧的可以拉片看角色动画和材质一致性处理。","href":"./2026-07-17.html#item-cases-2","url":"https://x.com/rainisto/status/2077854134188093712","tags":["animation","case_study","film"],"entities":["Seedance 2.0"],"gist":"Seedance 2.0制作的提线木偶风格AI短片"},{"id":"2026-07-17-works-03","date":"2026-07-17","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"疯批恶雌1-26集 一个半小时看到爽","summary":"B 站 UP 主「只鱼动漫」发布 AI 短剧《疯批恶雌》1-26 集合集，总时长一个半小时，属于 AI 短剧系列作品，题材偏剧情向，适合拉片分析长叙事下的角色一致性和批量出片节奏。","recommendation":"B 站 UP 主「只鱼动漫」的 AI 短剧系列，26 集合集一个半小时，做 AI 短剧的可以拉片看长叙事和角色一致性处理，尤其是批量出片和 IP 化运营的参考价值。","href":"./2026-07-17.html#item-cases-3","url":"https://www.bilibili.com/video/BV1xmN26sEC5","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧《疯批恶雌》26集合集，适合拉片分析"},{"id":"2026-07-18-industry-01","date":"2026-07-18","section":"industry","sectionName":"行业与平台","source":"公众号","title":"通义实验室发布 Wan-Streamer v0.2，端到端响应延迟仅 550ms","summary":"通义实验室发布 Wan-Streamer v0.2，将听、看、说、演统一进单个 Transformer 的端到端全模态模型。端到端响应延迟仅 550ms，输出分辨率从 v0.1 的 192×336 提升至 640×368 @ 25FPS，采用 Thinker-Performer 双通路架构在提升画质的同时维持极低延迟。","recommendation":"通义把听、看、说、演统一进一个模型，550ms 延迟意味着实时互动角色可以边听边看边回话。做虚拟角色对话、AI 直播、实时配音的团队可以接 API 测一轮，看画质和延迟能不能直接上生产。","href":"./2026-07-18.html#item-industry-1","url":"https://mp.weixin.qq.com/s/_eaO0wmsiQFGsrE2_zW_Dg","tags":["video_gen","avatar","audio_voice"],"entities":["Wan-Streamer v0.2"],"gist":"通义发布全模态模型Wan-Streamer，延迟550ms"},{"id":"2026-07-18-industry-02","date":"2026-07-18","section":"industry","sectionName":"行业与平台","source":"@TapNow_AI","title":"TapNow Creative OS 现已上线。 一款 AI…","summary":"TapNow 发布 Creative OS，定位为覆盖电影制作全流程的 AI 原生操作系统，从创意开发、内容生成到后期制作，支持从想法直接推进到最终剪辑。目前未公开具体功能模块、支持的模型或工具链细节，需查看官网了解。","recommendation":"TapNow 把电影制作全流程塞进一个 AI 原生 OS，从创意到成片不用切工具。做 AI 短剧和独立制作的可以点开看看管线怎么串的，省掉自己拼工作流的时间。","href":"./2026-07-18.html#item-industry-2","url":"https://x.com/TapNow_AI/status/2077960737595826426","tags":["agent","film","industry"],"entities":["TapNow Creative OS"],"gist":"TapNow发布覆盖电影制作全流程的AI原生OS"},{"id":"2026-07-18-industry-03","date":"2026-07-18","section":"industry","sectionName":"行业与平台","source":"Luma AI Blog","title":"Sora Alternatives 2026","summary":"Luma 官博发文盘点 Sora 关停后的替代方案，重点推荐自家 Ray 3.2 平台，强调 Draft Mode 快速迭代、原生 HDR 输出和多模型路由能力。文章面向品牌广告、产品宣发和预可视化团队，属于厂商视角的迁移指南，非独立评测。","recommendation":"Sora 关停后的替代方案盘点，Luma 官博自己写的迁移指南，做品牌广告和产品宣发的团队可以当工具选型参考，但别当客观评测看。","href":"./2026-07-18.html#item-industry-3","url":"https://lumalabs.ai/news/sora-alternatives","tags":["industry","video_gen","commercial"],"entities":["Luma","Ray 3.2","Sora"],"gist":"Luma官博盘点Sora替代方案，推荐自家Ray 3.2"},{"id":"2026-07-18-industry-04","date":"2026-07-18","section":"industry","sectionName":"行业与平台","source":"TechCrunch AI","title":"Patreon stops asking AI bots not to scrape — and starts…","summary":"Patreon 与 Cloudflare 合作，从依赖 robots.txt 转向主动拦截未经授权的 AI 训练爬虫，以保护创作者内容不被 AI 模型抓取训练。此举是平台层面对抗 AI 数据爬取的最新案例，直接影响依赖 Patreon 分发付费内容（如角色设定、剧本、美术资产）的 AI 创作者。","recommendation":"Patreon 联合 Cloudflare 主动拦截 AI 爬虫，不再依赖 robots.txt。做 AI 短剧和 IP 的，如果素材/角色图/剧本存在 Patreon 上，这条直接关系到你的内容会不会被拿去训练模型。","href":"./2026-07-18.html#item-industry-4","url":"https://techcrunch.com/2026/07/17/patreon-stops-asking-ai-bots-not-to-scrape-and-starts-blocking-them/","tags":["industry","case_study"],"entities":["Patreon","Cloudflare"],"gist":"Patreon联合Cloudflare拦截AI爬虫保护创作者内容"},{"id":"2026-07-18-tools-01","date":"2026-07-18","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Batch APIs are LIVE","summary":"HeyGen 正式上线 Batch APIs 功能，支持单次请求批量提交最多 100 个视频生成、翻译、唇形同步或上传任务，完成后通过单一 webhook 回调通知结果。面向需要批量处理视频内容的团队，可嵌入自动化生产管线，减少逐条调度的重复操作。","recommendation":"HeyGen 开放批量 API，一次提交 100 个视频/翻译/唇形同步任务，一个 webhook 收全部结果。做短剧批量生产和后期流水线的可以直接接 API 测一周，省掉逐条调度的重复劳动。","href":"./2026-07-18.html#item-tools-1","url":"https://x.com/HeyGen/status/2078218006568853628","tags":["agent","video_gen","lipsync"],"entities":["HeyGen"],"gist":"HeyGen上线批量API支持百个视频任务"},{"id":"2026-07-18-tools-02","date":"2026-07-18","section":"tools","sectionName":"工具与能力","source":"@Skywork_ai","title":"Skywork Video is UPGRADED","summary":"Skywork Video 升级，新增无限画布（infinite canvas）用于创意构思、故事板（storyboard）用于组织场景、视频编辑器（video editor）用于精修成片，将规划、分镜和剪辑整合在同一工作流中，无需切换多个工具。","recommendation":"Skywork Video 把分镜、剪辑、画布整合进一条工作流，做短剧和长叙事的不用来回切工具了，值得上手跑一遍看流程顺不顺。","href":"./2026-07-18.html#item-tools-2","url":"https://x.com/Skywork_ai/status/2078090088811237412","tags":["video_gen","storyboard","editing"],"entities":["Skywork Video"],"gist":"Skywork Video整合画布分镜剪辑工作流"},{"id":"2026-07-18-tools-03","date":"2026-07-18","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Once you’ve watched the movie, listen to the original epic","summary":"ElevenLabs 在 ElevenReader 上架了由迈克尔·凯恩爵士（Sir Michael Caine）AI 语音授权的《奥德赛》有声书，免费收听。这是 ElevenLabs 首次将好莱坞级演员的 AI 语音授权用于完整有声叙事作品，展示了高知名度 IP 语音在 AI 配音场景下的落地形态。","recommendation":"ElevenLabs 把迈克尔·凯恩爵士的 AI 语音授权做进了有声书，做 AI 配音和有声内容的后期团队可以听听这个级别的授权语音质感，看能不能接进自己的项目。","href":"./2026-07-18.html#item-tools-3","url":"https://x.com/ElevenLabs/status/2078157289253486640","tags":["audio_voice","case_study"],"entities":["ElevenLabs","ElevenReader"],"gist":"ElevenLabs推出迈克尔·凯恩AI语音有声书"},{"id":"2026-07-18-tools-04","date":"2026-07-18","section":"tools","sectionName":"工具与能力","source":"Hugging Face","title":"Fine-tune video and image models at scale with NVIDIA NeMo…","summary":"NVIDIA 与 Hugging Face 联合发布 NeMo Automodel 与 Diffusers 的集成方案，支持 FLUX.1-dev、Wan 2.1、HunyuanVideo 等主流扩散模型的分布式微调，提供内存高效分片、潜在缓存、多分辨率分桶等能力，可从单 GPU 扩展到数百 GPU。面向需要批量定制视觉模型风格或角色一致性的技术团队，降低了大规模微调的门槛。","recommendation":"NVIDIA 和 Hugging Face 联手把 FLUX/Wan/HunyuanVideo 的微调管线标准化了，做视觉风格微调或模型定制的技术整合者可以直接套用这套方案，省掉自己搭分布式训练框架的功夫。","href":"./2026-07-18.html#item-tools-4","url":"https://huggingface.co/blog/nvidia/scale-diffusers-finetuning-nemo-automodel","tags":["video_gen","image_gen","tutorial"],"entities":["NVIDIA NeMo Automodel","Hugging Face Diffusers","FLUX.1-dev","Wan 2.1","HunyuanVideo"],"gist":"NVIDIA与HF联合方案支持扩散模型分布式微调"},{"id":"2026-07-18-tools-05","date":"2026-07-18","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"Clone your voice today on fish audio","summary":"Fish Audio 官方宣布其语音克隆功能已上线，用户可克隆自己的声音用于 TTS 生成。该功能面向配音、有声内容制作等场景，具体技术参数和定价需查看链接原文。","recommendation":"Fish Audio 的语音克隆功能，做配音和后期声音设计的可以直接用起来，省掉找声优和录音棚的环节。","href":"./2026-07-18.html#item-tools-5","url":"https://x.com/FishAudio/status/2078118653698981948","tags":["audio_voice","tutorial"],"entities":["Fish Audio"],"gist":"Fish Audio上线语音克隆功能用于TTS"},{"id":"2026-07-18-tools-06","date":"2026-07-18","section":"tools","sectionName":"工具与能力","source":"@zcode_ai","title":"浏览器使用和计算机使用即将登陆 ZCode。 代理会为你导航、点击、输入并运行任务。 你想让它先做什么…","summary":"ZCode 宣布即将为其 AI Agent 增加浏览器使用和计算机使用能力，Agent 可自动完成导航、点击、输入和运行任务等操作。目前仅发布预告，未公开具体上线时间、技术细节或 API 接入方式。","recommendation":"ZCode 即将上线浏览器和计算机使用 Agent 能力，能自动导航、点击、输入和运行任务。做自动化工作流集成的可以关注上线后实测，看能不能塞进创作管线里的批量操作环节。","href":"./2026-07-18.html#item-tools-6","url":"https://x.com/zcode_ai/status/2078130641372357057","tags":["agent","industry"],"entities":["ZCode"],"gist":"ZCode Agent将支持浏览器和计算机操作"},{"id":"2026-07-18-methods-01","date":"2026-07-18","section":"methods","sectionName":"方法与经验","source":"@EHuanglu","title":"omg","summary":"AI 视频配乐工具，可分析黑白默片等视频内容，自动生成全片音效和背景音乐，并支持通过对话式 Agent 进行添加和编辑修改。工作流链接已公开，后期和声音设计团队可实测成品质量。","recommendation":"AI 视频配乐工具，能分析画面自动生成全片音效和音乐，还能跟 Agent 对话修改。做后期和声音设计的可以直接跑一遍工作流，看成品质量能不能直接用。","href":"./2026-07-18.html#item-methods-1","url":"https://x.com/EHuanglu/status/2078198149454471484","tags":["audio_music","audio_sfx","agent"],"entities":[],"gist":"AI视频配乐工具自动生成音效音乐"},{"id":"2026-07-18-methods-02","date":"2026-07-18","section":"methods","sectionName":"方法与经验","source":"@fofrAI","title":"Omni 原型演示交互式实时视频生成","summary":"fofr 使用 Omni 原型演示了通过直接操控实现的交互式实时视频生成概念，展示了用户可实时干预画面生成过程的交互形态。该演示为概念验证性质，未公开具体实现细节或工作流。","recommendation":"fofr 用 Omni 原型演示了直接操控的交互式实时视频生成，编导和视觉师可以看看这种实时反馈的创作形态，想象空间比成片本身大。","href":"./2026-07-18.html#item-methods-2","url":"https://x.com/fofrAI/status/2078063863346483431","tags":["video_gen","control"],"entities":["Omni"],"gist":"Omni原型演示交互式实时视频生成"},{"id":"2026-07-18-methods-03","date":"2026-07-18","section":"methods","sectionName":"方法与经验","source":"Luma AI Blog","title":"Luma vs Google Veo: Which AI Video Platform Fits Your…","summary":"Luma 官方博客发布 Luma Ray 3.2 与 Google Veo 的对比评测。Ray 3.2 支持单次生成最多 16 个关键帧、原生 16-bit HDR 色彩空间和 EXR 导出，可直接进入后期调色和 VFX 合成；Veo 支持同步生成 48kHz 音频、原生 4K 输出，通过场景链式扩展可达 140 秒以上。Luma 单次生成 10-20 秒连续片段，Veo 基础片段 4-8 秒。","recommendation":"Luma 官方博客的横向对比，把 Ray 3.2 的多关键帧控制、HDR 色彩空间、EXR 导出和 Veo 的原生 4K、同步音频、场景扩展拉到一起比。做广告和品牌内容的编导和后期可以直接当选型参考，省掉自己两边实测的时间。","href":"./2026-07-18.html#item-methods-3","url":"https://lumalabs.ai/news/luma-vs-google-veo","tags":["video_gen","control","post_fx","color"],"entities":["Luma Ray 3.2","Google Veo"],"gist":"Luma Ray 3.2与Veo对比评测"},{"id":"2026-07-18-methods-04","date":"2026-07-18","section":"methods","sectionName":"方法与经验","source":"@FLORAai","title":"Techniques on FLORA are powerful, and they are even better…","summary":"FLORA 官方推文展示其「技术链」功能：将多个 FLORA 技术（如风格迁移、角色生成等）串联成链，形成连贯叙事或探索创意方向。推文附有工作区链接，可查看具体创建过程。该功能面向 AI 叙事和视觉创作场景，强调链式组合而非单点使用。","recommendation":"FLORA 官方演示把多个技术链在一起做叙事，做 AI 短剧和视觉叙事的可以进工作区拆解具体链式工作流。","href":"./2026-07-18.html#item-methods-4","url":"https://x.com/floraai/status/2078243946224837005","tags":["video_gen","consistency","storyboard"],"entities":["FLORA"],"gist":"FLORA技术链串联风格迁移角色生成"},{"id":"2026-07-18-methods-05","date":"2026-07-18","section":"methods","sectionName":"方法与经验","source":"@suno","title":"How Printz Board blends live studio tracking with Suno…","summary":"Suno 官方发布案例，音乐人 Printz Board 展示如何将 Suno AI 生成的音乐与现场录音室录制（live studio tracking）结合，形成混合工作流。具体技术细节和操作步骤需查看链接原文。","recommendation":"Suno 官方分享的 AI 音乐+实录混音工作流，做 AI 配乐和后期声音的可以点开看具体怎么接轨。","href":"./2026-07-18.html#item-methods-5","url":"https://x.com/suno/status/2078223591112319381","tags":["audio_music","case_study"],"entities":["Suno"],"gist":"Suno AI音乐与现场录音混合工作流"},{"id":"2026-07-18-methods-06","date":"2026-07-18","section":"methods","sectionName":"方法与经验","source":"@shao__meng","title":"开源Skill让AI自动生成杂志级信息卡","summary":"邵猛（@shao__meng）发布开源 Agent Skill \"infocard-skills\"，让 AI 自动将自然语言内容排版为杂志级 HTML 信息卡。内置六步工作流与质量红线（标题不改写、不留大片空白、模块有主次），支持 3:4、16:9 等多种画幅渲染，适用于知识卡片、榜单总结等内容封面制作。","recommendation":"开源 Agent Skill，让 AI 自动把文字排成杂志级信息卡，内置六步工作流和质量红线。做视觉和后期封面的可以直接装进工作流，省掉手搓排版的时间。","href":"./2026-07-18.html#item-methods-6","url":"https://x.com/shao__meng/status/2078058861932507150","tags":["agent","tutorial","art_design"],"entities":["infocard-skills"],"gist":"开源Agent Skill自动生成杂志级信息卡"},{"id":"2026-07-18-methods-07","date":"2026-07-18","section":"methods","sectionName":"方法与经验","source":"Runway","title":"How R/GA Built a Living Legacy with Runway Characters","summary":"Runway 官方发布客户案例，广告公司 R/GA 使用 Runway Characters 功能为品牌构建「活着的遗产」项目。案例展示了如何利用角色一致性工具在多个场景中保持同一数字角色的外观和风格，用于品牌叙事和长期 IP 资产建设。","recommendation":"Runway 官方客户案例，讲 R/GA 用 Characters 功能做品牌项目。做 AI 短剧和视觉的可以看看大广告公司怎么把角色一致性工具塞进商业项目，当工作流参考。","href":"./2026-07-18.html#item-methods-7","url":"https://runwayml.com/news/customers/rga","tags":["case_study","consistency","commercial"],"entities":["Runway Characters"],"gist":"R/GA用Runway Characters做品牌项目"},{"id":"2026-07-18-methods-08","date":"2026-07-18","section":"methods","sectionName":"方法与经验","source":"@dotey","title":"Qwen3 ASR 解决 Whisper 三大痛点，0.6B 本地运行","summary":"Qwen3 ASR 配合 Qwen3-ForcedAligner 模型，解决 Whisper 时间戳不准、中英文混排支持差、不直接支持发言人识别三大痛点。0.6B 参数版本即可本地运行，资源占用低。发言人识别可借助 Pyannote + WeSpeaker 等开源模型，或使用火山引擎豆包录音文件识别模型 2.0 等云端方案。","recommendation":"做 AI 字幕和后期转写的可以直接换掉 Whisper，Qwen3 ASR 词级时间戳准很多，0.6B 本地就能跑，后期团队值得实测一轮。","href":"./2026-07-18.html#item-methods-8","url":"https://x.com/dotey/status/2078003883855524314","tags":["subtitle","audio_voice","tutorial"],"entities":["Qwen3 ASR","Qwen3-ForcedAligner","Whisper","Pyannote","WeSpeaker"],"gist":"Qwen3 ASR解决Whisper痛点本地运行"},{"id":"2026-07-18-methods-09","date":"2026-07-18","section":"methods","sectionName":"方法与经验","source":"X","title":"AI 实验室用 AI 员工接管运营，年增收超 13 万美元","summary":"DAIR.AI 创始人 Elvis Saravia 将实验室全部运营工作交给 AI 员工 Viktor，在 Slack 内端到端执行周报撰写、社区协调、合作跟进等流程，输出提案供人工审核。据测算，上线后新增年经常性收入 133,752 美元。","recommendation":"DAIR.AI 创始人把实验室运营全交给 AI 员工 Viktor，年增收超 13 万美元。做 AI 短剧或内容工作室的制片人可以参考这个模式——把周报、社区协调、合作跟进这类重复运营流程交给 AI Agent，自己腾出手做创作决策。","href":"./2026-07-18.html#item-methods-9","url":"https://x.com/omarsar0/status/2078139876000608586","tags":["agent","industry"],"entities":["Viktor"],"gist":"AI员工接管运营年增收超13万美元"},{"id":"2026-07-18-methods-10","date":"2026-07-18","section":"methods","sectionName":"方法与经验","source":"@fofrAI","title":"概念锻造提示术：用卡巴拉智能体融合任意创意","summary":"fofr 分享了一种「概念锻造」图像提示技术，利用卡巴拉智能体技能将任意两个创意概念通过强制桥梁融合。输入「evangelion/metztli」后，智能体自动生成融合描述和包含琥珀色液体、玉石座椅等细节的提示词，基于 Nano Banana 2 Lite 模型。","recommendation":"一种用卡巴拉智能体做概念融合的提示词技巧，输入两个想法就能自动生成带细节的视觉描述。做概念设计和视觉开发的可以当灵感生成器用，省掉自己硬想融合点的时间。","href":"./2026-07-18.html#item-methods-10","url":"https://x.com/fofrAI/status/2077892045172011272","tags":["prompt","ideation","image_gen"],"entities":["Nano Banana 2 Lite"],"gist":"卡巴拉智能体融合创意生成提示词"},{"id":"2026-07-18-works-01","date":"2026-07-18","section":"cases","sectionName":"作品与案例","source":"@Google","title":"For over 60 years, @Pele’s legendary \"lost goal\" at Rua…","summary":"Google 联合历史学家、专家及贝利家族，使用 Google DeepMind 技术，将贝利 60 年前在 Rua Javari 球场的「遗失进球」传奇时刻复原为影像短片。该片已发布，展示了 AI 在历史影像修复与视觉风格化上的应用能力。","recommendation":"Google 用 DeepMind 技术复原贝利 60 年前的「遗失进球」，做 AI 历史影像修复和视觉风格化的可以拉片看技术选型和叙事处理。","href":"./2026-07-18.html#item-cases-1","url":"https://x.com/Google/status/2078222841372168521","tags":["film","post_fx","case_study"],"entities":["Google DeepMind"],"gist":"Google用DeepMind复原贝利遗失进球"},{"id":"2026-07-18-works-02","date":"2026-07-18","section":"cases","sectionName":"作品与案例","source":"@gabriel1","title":"Sora 2 视频克隆效果惊人，真假难辨","summary":"创作者 Gabriel 发布 Sora 2 视频深度克隆演示，捕捉到人物面部肌肉运动和走路姿态的细节，声称单帧截图已无法分辨真伪。展示了 Sora 2 在人物视频克隆上的能力上限。","recommendation":"Sora 2 的视频深度克隆效果，面部肌肉和步态细节都还原到位。做 AI 视觉和角色 IP 的可以拉片看一致性上限，做短剧的可以评估数字演员的可用性。","href":"./2026-07-18.html#item-cases-2","url":"https://x.com/gabriel1/status/2078156277247881438","tags":["video_gen","consistency","performance"],"entities":["Sora 2"],"gist":"Sora 2视频克隆效果逼真，细节还原度高"},{"id":"2026-07-18-works-03","date":"2026-07-18","section":"cases","sectionName":"作品与案例","source":"@Diesol","title":"The time for long-form narrative AI filmmaking is now","summary":"创作者 @Diesol 发布个人最长全 AI 短片《Plume》，自编自导自剪，使用全 GenAI 工具链完成。短片为长叙事形式，验证了个人创作者用现有 AI 工具实现长片级叙事的可行性。","recommendation":"个人创作者用全 AI 工具链完成的最长短片，做 AI 短剧和长片的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-07-18.html#item-cases-3","url":"https://x.com/Diesol/status/2078120870766350758","tags":["film","case_study","consistency"],"entities":[],"gist":"个人创作者用全AI工具完成长叙事短片"},{"id":"2026-07-18-works-04","date":"2026-07-18","section":"cases","sectionName":"作品与案例","source":"B站热门·AI 影视","title":"百万英镑，但是过于嚣张","summary":"B站UP主发布的AI生成短剧《百万英镑，但是过于嚣张》，改编自马克·吐温同名小说，时长2分39秒，风格偏喜剧夸张。视频标注含AI生成内容，登上全站排行榜第26名，播放量139.1万。","recommendation":"B站AI短剧，改编自经典小说《百万英镑》，2分39秒，风格偏喜剧夸张。做AI短剧的可以拉片看叙事节奏和角色表演的一致性处理。","href":"./2026-07-18.html#item-cases-4","url":"https://www.bilibili.com/video/BV1RhNq65EEj","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"B站AI短剧改编经典小说，喜剧风格"},{"id":"2026-07-18-works-05","date":"2026-07-18","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"国风木偶动画《琴中魄》第四部分（崂山道士+偷桃）","summary":"新片场发布国风木偶动画 AI 短片《琴中魄》第四部分，时长约 11 分钟，融合崂山道士与偷桃两个传统故事。作品主打木偶动画风格，在 AI 生成中保持角色与场景的视觉一致性是看点。","recommendation":"国风木偶动画 AI 短片，崂山道士+偷桃题材，做 AI 短剧和视觉的可以拉片看风格化角色和场景一致性处理。","href":"./2026-07-18.html#item-cases-5","url":"https://www.xinpianchang.com/a13752818","tags":["animation","case_study","consistency"],"entities":[],"gist":"国风木偶动画AI短片，融合传统故事"},{"id":"2026-07-18-works-06","date":"2026-07-18","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"我的第一条AI短片《守望星河》，耗时5天制作","summary":"小红书作者「Ksting」发布个人首部AI短片《守望星河》，耗时5天制作。短片题材和具体视觉风格需查看原视频确认。","recommendation":"个人创作者5天出片，做AI短片的可以点开看看视觉风格和叙事节奏，当个参考案例。","href":"./2026-07-18.html#item-cases-6","url":"https://www.xiaohongshu.com/explore/6a5781820000000011019c38","tags":["film","case_study"],"entities":[],"gist":"个人创作者5天制作AI短片案例"},{"id":"2026-07-19-industry-01","date":"2026-07-19","section":"industry","sectionName":"行业与平台","source":"IT之家","title":"商汤科技发布日日新 U1 Pro 图片创作模型：最高 8K 原生分辨率输出，宣称告别\"AI 味\"","summary":"商汤发布日日新 SenseNova U1 Pro 图片创作模型，支持最高 8K 原生分辨率输出，通过内生图文交错思维链降低文字渲染出错率，并具备长程 Agentic Generation Loop 能力，支持数十轮智能体生成循环与精准可控编辑。","recommendation":"商汤新图生模型主打 8K 原生出图和低文字渲染错误率，做 KV 海报和视觉开发的可以接 API 实测一轮，看能不能替代 Midjourney 做量产素材。","href":"./2026-07-19.html#item-industry-1","url":"https://www.ithome.com/0/978/562.htm","tags":["image_gen","control","agent"],"entities":["日日新 U1 Pro","SenseNova","Midjourney"],"gist":"商汤发布8K图片模型，支持智能体生成循环"},{"id":"2026-07-19-industry-02","date":"2026-07-19","section":"industry","sectionName":"行业与平台","source":"X 关注流","title":"这不是摄像头拍摄的镜头。 这是一个 Blender 角色，拥有 8K…","summary":"Rina 展示 HumanPro Blender 插件，将 8K 皮肤、皱纹、湿润眼睛、面部控制等写实角色工作流打包成可复用工具，支持跨镜头保持同一角色身份，可重新布光、摆姿、动画并放入不同场景。通过 Blender MCP 接入 Claude 后，AI 可辅助场景搭建、镜头调整、渲染检查和视觉问题修正，但表情、动作、口型同步仍需艺术家控制。","recommendation":"HumanPro 把 8K 皮肤工作流打包成 Blender 插件，角色一致性比 AI 逐帧生成稳得多。做角色 IP 和短剧的视觉师可以装起来跑一遍，看能不能替代逐帧修脸的工作量。","href":"./2026-07-19.html#item-industry-2","url":"https://x.com/irinatoxi/status/2078398895030231224","tags":["three_d","consistency","agent","tutorial"],"entities":["Blender","HumanPro","Claude","MCP"],"gist":"HumanPro插件打包8K皮肤工作流，经MCP接入Claude辅助场景搭建"},{"id":"2026-07-19-tools-01","date":"2026-07-19","section":"tools","sectionName":"工具与能力","source":"X 关注流","title":"配图 skill 更新，自定义 IP 的能力上线了 你们需要上传一张全身/半身正视图，输入一句： 「自定义 IP，IP…","summary":"Gimi 米未可的配图 Skill 更新，新增自定义 IP 能力。用户上传一张全身/半身正视图，输入「自定义 IP，IP 名称」即可录入形象，后续文章或口播配图自动复用同一套 IP 角色，保持风格统一。项目已开源，GitHub 地址已附。","recommendation":"Gimi 的配图 Skill 新增自定义 IP 功能，上传一张正视图就能把固定形象录进去，后续所有配图自动复用同一套 IP。做图文 IP 和口播配图的视觉师可以直接跑一遍，省掉每张图重新画角色的功夫。","href":"./2026-07-19.html#item-tools-1","url":"https://x.com/Gimi_min/status/2078411657882354043","tags":["image_gen","consistency","agent","tutorial"],"entities":["Gimi","GitHub"],"gist":"配图Skill新增自定义IP功能，上传正视图即可复用统一角色"},{"id":"2026-07-19-methods-01","date":"2026-07-19","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"离谱！打死我都想不到，有公司愿意把这种东西公开出来。 AI 视频圈最没用的就是\"只放成片\"，成片可以随便给人看，但工程文…","summary":"Higgsfield 开源了其 AI 短片系列 Originals 的完整工程文件，包含每个镜头的完整 prompt、角色参考图、音频母带和生成参数。项目采用角色参考图锁定一致性的工作流，每个镜头独立文件夹管理，支持局部重跑。公开的示例 prompt 展示了 Seedance 2.0 在 Higgsfield 平台上的详细参数设置，包括镜头运动、色彩调性、胶片颗粒等。","recommendation":"Higgsfield 把 Originals 的工程文件全开源了，每个镜头的 prompt、角色参考图、音频母带、生成参数都能直接看。做 AI 短剧和视觉的可以直接扒工作流，学他们怎么用角色参考图锁一致性、单镜头单文件夹管理。","href":"./2026-07-19.html#item-methods-1","url":"https://x.com/gkxspace/status/2078454884861374485","tags":["case_study","consistency","prompt","cost_open"],"entities":["Higgsfield","Seedance 2.0"],"gist":"Higgsfield开源Originals工程文件，展示角色参考图锁一致性工作流"},{"id":"2026-07-19-methods-02","date":"2026-07-19","section":"methods","sectionName":"方法与经验","source":"@Kling_ai","title":"可灵AI助力葡萄牙世界杯宣传片获近1亿观看","summary":"可灵AI宣布其技术支持的葡萄牙世界杯宣传片获近1亿观看。该片由78 Films采用混合制作模式，利用可灵AI打造最具雄心的场景，实现电影级画质，同时保留人类创意与情感。AI导演João Seiça表示“不是用可灵取代创意，而是拓展创意”。","recommendation":"可灵AI撑起世界杯级宣传片，近1亿观看验证了AI在顶级商业项目中的可行性。制片人和短剧团队重点看混合制作模式怎么分工——AI负责大场景，人类保留情感和创意控制权。","href":"./2026-07-19.html#item-methods-2","url":"https://x.com/Kling_ai/status/2076683070292500710","tags":["commercial","video_gen","case_study"],"entities":["可灵AI","78 Films"],"gist":"可灵AI助力葡萄牙世界杯宣传片获近1亿观看"},{"id":"2026-07-19-methods-03","date":"2026-07-19","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"这两天 ChatCut 大火，作为一个审美白痴我对视频质量发言权不大，但是必须得说这个插件的确是做的优雅…","summary":"李不凯分享 ChatCut 插件的工作流：通过 MCP 协议将 Codex 的 AI 能力（理解需求、研究资料、写脚本、编排任务）与 ChatCut 的专业视频工程（素材管理、轨道、帧、渲染、转码）打通。他用此流程制作了一支 3 分钟数据可视化视频，Codex 查统计局数据、生成 6 段旁白、写 6 个 MG 动画，按音频时长对齐 5509 帧，最后可在传统时间线中修改。","recommendation":"ChatCut 把 MCP 接进 Codex，AI 负责理解需求、写脚本、编排任务，ChatCut 负责素材、轨道、渲染这些视频工程。做后期和整合工作流的可以看这个分工逻辑，比让 AI 硬猜剪辑界面靠谱得多。","href":"./2026-07-19.html#item-methods-3","url":"https://x.com/libukai/status/2076318166247170293","tags":["agent","editing","script","tutorial"],"entities":["ChatCut","Codex","MCP"],"gist":"ChatCut通过MCP接入Codex，打通AI编排与专业视频工程"},{"id":"2026-07-19-methods-04","date":"2026-07-19","section":"methods","sectionName":"方法与经验","source":"@emollick","title":"Codex 电脑操控演示：安装 Blender 制作 3D 动画","summary":"Ethan Mollick 演示 Codex 的电脑操控能力：输入“我从未用过 Blender，用你的电脑控制下载安装它，然后用它制作一个 3D 水獭并做成小动画”，Codex 自动完成下载、安装、建模和动画制作，用户只需点击一次授权。展示了 AI Agent 自主操作桌面软件完成创作任务的可行性。","recommendation":"Codex 电脑操控能力的一个直观演示：一句话让 AI 自己下载安装 Blender 并做出 3D 动画。做自动化工作流和工具链整合的可以看看这个 Agent 自主操作电脑的边界在哪。","href":"./2026-07-19.html#item-methods-4","url":"https://x.com/emollick/status/2078318882473796029","tags":["agent","three_d","animation","tutorial"],"entities":["Codex","Blender"],"gist":"Codex自主操控电脑安装Blender并制作3D动画"},{"id":"2026-07-19-methods-05","date":"2026-07-19","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"是的，我甚至用Kimi K3做出了一个开放世界互动游戏…… 我可以在游戏里和其他NPC互动，可以砍树，挖矿，可以给NPC…","summary":"用户「栗噔噔」用 Kimi K3 桌面端制作了一个开放世界互动游戏 demo，包含 NPC 互动、砍树挖矿、送礼物推剧情、搜刮箱子被村民议论、环境随时间变化等机制，全部在 Kimi 桌面端内通过对话完成，无需额外编程或游戏引擎。展示了 K3 在实时世界模拟和交互叙事上的能力边界。","recommendation":"用 Kimi K3 桌面端跑出一个开放世界互动游戏，NPC 互动、环境变化、剧情推进全在对话里完成。做 AI 短剧和互动叙事的可以看看这种纯文本驱动的玩法上限在哪。","href":"./2026-07-19.html#item-methods-5","url":"https://x.com/Nutllwhy/status/2078468598323151232","tags":["agent","ideation","case_study"],"entities":["Kimi K3"],"gist":"用Kimi K3对话生成开放世界互动游戏demo"},{"id":"2026-07-19-methods-06","date":"2026-07-19","section":"methods","sectionName":"方法与经验","source":"@vista8","title":"Kimi K3 一句话生成在线视频编辑器","summary":"开发者 @vista8 用 Kimi K3 的「乔木goal」和「PRD skill」技能，仅凭一句提示词自动生成了一个类似剪映网页版的在线视频编辑器（cut.qiaomu.ai），已开源。该 Demo 功能粗糙且导出有问题，但展示了 AI 从需求到产品原型的一步生成能力。","recommendation":"Kimi K3 一句话生成在线视频编辑器，虽然功能粗糙，但展示了 AI 从需求到产品原型的一步生成能力。做后期工具链整合的可以看看这个 Demo 和开源代码，评估 AI 编程在视频编辑工具开发上的边界。","href":"./2026-07-19.html#item-methods-6","url":"https://x.com/vista8/status/2078305954605772954","tags":["agent","editing","tutorial"],"entities":["Kimi K3","乔木goal","PRD skill"],"gist":"Kimi K3一句话生成在线视频编辑器demo"},{"id":"2026-07-19-methods-07","date":"2026-07-19","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"https:// github.com/xiejunjie524/h anddraw-story-video ……","summary":"开发者「科技俊」开源了手绘故事视频生成技能（handdraw-story-video），基于 Codex 纯 token 生成手绘风格动画，不依赖视频生成模型，30 分钟可产出一条。适合儿童读物、情感故事类短内容批量生产。","recommendation":"纯 Codex 手搓的手绘故事视频生成技能，不消耗视频模型、纯 token 出片，做短剧和儿童读物的可以装起来跑一遍，30 分钟出一条。","href":"./2026-07-19.html#item-methods-7","url":"https://x.com/Kejijun6666/status/2078374170925392122","tags":["animation","cost_open","tutorial"],"entities":["Codex","handdraw-story-video"],"gist":"开源手绘故事视频生成技能，纯token出片"},{"id":"2026-07-19-methods-08","date":"2026-07-19","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"Inferno: Trailer","summary":"创作者 @maxescu 发布 AI 短片《Inferno》预告片，主题为但丁《神曲》地狱篇的视觉化改编，并附有详细的分步制作工作流链接。该预告片展示了 AI 在古典题材叙事和暗黑视觉风格上的应用。","recommendation":"AI 短片《Inferno》预告片，但重点在附带的 step-by-step 工作流链接。做 AI 短片的可以点开看制作拆解，视觉师和编导能挖到风格和叙事处理细节。","href":"./2026-07-19.html#item-methods-8","url":"https://x.com/maxescu/status/2078145831660912901","tags":["film","case_study","art_design"],"entities":[],"gist":"AI短片《Inferno》预告片及制作工作流"},{"id":"2026-07-19-methods-09","date":"2026-07-19","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"CHERRY COLA","summary":"创作者 @maxescu 分享从音乐 prompt 到生成完整 MV 的全流程，耗时 6 小时，包含音乐生成、画面生成、剪辑拼接等环节，具体工具链和工作流细节需查看推文 thread 链接。","recommendation":"个人创作者 6 小时从 prompt 到完整 MV 的实战记录，做 AI 短片和 MV 的可以点开 thread 看全流程拆解，省自己试错时间。","href":"./2026-07-19.html#item-methods-9","url":"https://x.com/maxescu/status/2077792055645147237","tags":["mv","case_study","audio_music"],"entities":[],"gist":"从音乐prompt到完整MV的6小时全流程"},{"id":"2026-07-19-methods-10","date":"2026-07-19","section":"methods","sectionName":"方法与经验","source":"@karminski3","title":"SpriteFusion Pixel Snapper：修复AI像素图边缘模糊与调色板溢出","summary":"开发者 karminski 发现 nano-banana-2 生成的像素图存在边缘模糊和调色板溢出问题，找到开源项目 SpriteFusion Pixel Snapper 进行修复。该工具可重新映射像素，将画面修正为固定 32 色调色板，边缘更锐利。纯本地运行，无需 AI 或 GPU。","recommendation":"AI 像素图后期修复工具，做像素风视觉和美术的可以装起来用，解决边缘模糊和调色板溢出两个常见痛点。","href":"./2026-07-19.html#item-methods-10","url":"https://x.com/karminski3/status/2076803531718439375","tags":["image_gen","post_fx","tutorial"],"entities":["nano-banana-2","SpriteFusion Pixel Snapper"],"gist":"修复AI像素图边缘模糊与调色板溢出"},{"id":"2026-07-19-works-01","date":"2026-07-19","section":"cases","sectionName":"作品与案例","source":"@Kling_ai","title":"可灵AI大赛获奖作品《玛纳斯》发布","summary":"可灵 AI 官方发布 NEXTGEN 2026 校园 AIGC 创作大赛巅峰奖作品《玛纳斯》，由王世奇、贾子博、杨一航、王培泽、胡金龙联合创作，讲述传承、勇气与人与自然纽带的故事。作品为 AI 短片，题材偏民族史诗风格，多角色叙事，视觉上以鹰为意象符号。","recommendation":"可灵校园大赛巅峰奖作品，做 AI 短剧和视觉的可以拉片看叙事节奏和角色一致性处理，尤其是多角色长叙事下的画面连贯性。","href":"./2026-07-19.html#item-cases-1","url":"https://x.com/Kling_ai/status/2078615808268230717","tags":["case_study","short_drama","consistency","film"],"entities":["可灵"],"gist":"可灵大赛获奖AI短片《玛纳斯》展示多角色叙事"},{"id":"2026-07-19-works-02","date":"2026-07-19","section":"cases","sectionName":"作品与案例","source":"@PixVerse_","title":"Messi","summary":"PixVerse 官方发布一支 AI 短片，以梅西、莫德里奇、C罗、内马尔到亚马尔等球星为线索，呈现足球世代交替的主题。短片使用 PixVerse Canvas 功能制作，展示了该工具在角色一致性、多人物同框调度和运动镜头方面的能力。","recommendation":"PixVerse 用自家 Canvas 功能做了一支足球世代交替的短片，梅西、莫德里奇、C罗、内马尔到亚马尔。做 AI 短片的可以拉片看角色一致性和运动镜头处理，尤其是多球星同框的调度。","href":"./2026-07-19.html#item-cases-2","url":"https://x.com/PixVerse_/status/2078504782407598583","tags":["case_study","consistency","camera","video_gen"],"entities":["PixVerse","PixVerse Canvas"],"gist":"PixVerse用Canvas制作足球世代交替AI短片"},{"id":"2026-07-19-works-03","date":"2026-07-19","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"《诡异的她》02 不懂就问，漂亮女诡异的强制婚姻，我是不是该反抗一波？ 本故事纯属虚构，切勿迷信！","summary":"B 站 UP 主「小说作者，编剧，AI剧集作者」的 AI 短剧系列《诡异的她》第二集，时长近 4 分钟，题材为虚构的强制婚姻剧情，含 AI 生成内容。","recommendation":"AI 短剧系列第二集，近 4 分钟成片，做 AI 短剧的可以拉片看叙事节奏和角色一致性处理。","href":"./2026-07-19.html#item-cases-3","url":"https://www.bilibili.com/video/BV1b6Nq6TEvo","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短剧《诡异的她》第二集成片展示"},{"id":"2026-07-20-industry-01","date":"2026-07-20","section":"industry","sectionName":"行业与平台","source":"IT之家","title":"阿里开放式世界模型快乐生蚝 HappyOyster 1.0 登陆百炼平台","summary":"阿里巴巴发布开放式世界模型 HappyOyster 1.0（快乐生蚝），已登陆阿里云百炼面向企业和开发者开启灰测。模型提供世界探索与实时导演两大模式，支持用户通过一句话或一张图生成可实时交互的开放世界，并可用文字指令操控镜头与剧情。产品提供 Android/iOS/Web 三端 SDK，支持构建可玩世界、互动剧等沉浸式应用。","recommendation":"一句话或一张图生成可实时交互的开放世界，还能用文字指令操控镜头和剧情。做互动剧和短剧的可以直接接 SDK 试玩，看实时导演模式下的叙事自由度够不够用。","href":"./2026-07-20.html#item-industry-1","url":"https://www.ithome.com/0/978/644.htm","tags":["three_d","video_gen","agent","industry"],"entities":["HappyOyster","阿里云百炼"],"gist":"阿里发布可实时交互的开放世界模型HappyOyster"},{"id":"2026-07-20-industry-02","date":"2026-07-20","section":"industry","sectionName":"行业与平台","source":"@alibaba_cloud","title":"阿里云推出个人Token计划，覆盖多模态","summary":"阿里云推出面向个人的Token计划，统一额度覆盖文本、图像和视频生成，支持Qwen3.8-Max-Preview、GLM-5.2、DeepSeek-V4-Pro等模型，视频生成接入Happy Horse 1.1，首月优惠后4美元/月起。","recommendation":"阿里云把文本、图像、视频生成额度打包成个人月付套餐，首月4美元起，做短剧和视觉的可以当个备用算力池，尤其Happy Horse 1.1视频生成模型值得跑一轮实测。","href":"./2026-07-20.html#item-industry-2","url":"https://x.com/alibaba_cloud/status/2078784690534670495","tags":["cost_open","video_gen","image_gen"],"entities":["阿里云","Qwen3.8-Max-Preview","GLM-5.2","DeepSeek-V4-Pro","Happy Horse 1.1"],"gist":"阿里云推出个人Token套餐覆盖多模态生成"},{"id":"2026-07-20-industry-03","date":"2026-07-20","section":"industry","sectionName":"行业与平台","source":"@dotey","title":"MOSS-Transcribe-Diarize-0.9B 开源，长音频一键转写带说话人标注","summary":"OpenMOSS 开源 MOSS-Transcribe-Diarize-0.9B 模型，可将长音频一次性转为带精确时间戳和说话人标注的结构化文本，无需额外发言人识别模型。转录速度比 qwen3-asr-0.6b 慢，不支持标点符号，自定义 Prompt 与热词功能未生效。项目已在 GitHub 开源。","recommendation":"开源长音频转写+说话人标注一体模型，后期和剪辑团队可以直接集成到字幕/采访整理管线里，省掉单独跑发言人识别模型的步骤。","href":"./2026-07-20.html#item-industry-3","url":"https://x.com/dotey/status/2078733650770715130","tags":["subtitle","audio_voice","cost_open"],"entities":["MOSS-Transcribe-Diarize-0.9B","qwen3-asr-0.6b"],"gist":"开源长音频转写带说话人标注模型发布"},{"id":"2026-07-20-methods-01","date":"2026-07-20","section":"methods","sectionName":"方法与经验","source":"@Saccc_c","title":"Kimi K3可能是最懂视频剪辑的模型，能够精准满足自媒体人的各种需求…","summary":"用户 Sac 用 Kimi K3 的 goal 命令，输入一条需求描述后自动生成世界杯决赛前瞻视频，素材、旁白、配乐均由模型一次完成，无需手动剪辑。提示词已发评论区。K3 的多模态能力在此场景下验证了从需求到成片的端到端自动化剪辑可行性。","recommendation":"一条 goal 命令出片，素材旁白配乐全自动，做短视频和短剧的可以跑一遍看 K3 的剪辑理解力到底多准。","href":"./2026-07-20.html#item-methods-1","url":"https://x.com/Saccc_c/status/2078716210573885548","tags":["editing","agent","video_gen","audio_voice","audio_music"],"entities":["Kimi K3"],"gist":"Kimi K3自动生成完整视频，素材旁白配乐全自动"},{"id":"2026-07-20-methods-02","date":"2026-07-20","section":"methods","sectionName":"方法与经验","source":"MarkTechPost","title":"构建VideoAgent风格多智能体系统：视频编辑任务的意图解析、图规划与工具路由","summary":"MarkTechPost 发布了一套可运行的 VideoAgent 多智能体系统教程，包含意图解析器、智能体库、工具路由器、图规划器及文本梯度优化器，集成 FFmpeg、Whisper 转录、场景检测、关键帧采样、字幕生成、跨模态检索、修剪、节拍同步编辑等工具。系统支持 OpenAI、DeepSeek、Anthropic、Gemini 等多种 LLM 后端，无 API 密钥时可回退至确定性执行，最终能根据自然语言指令产出编辑后的视频成品。","recommendation":"一套可跑的视频多智能体工作流，从意图解析到工具路由再到FFmpeg渲染全链路打通。做后期自动化和短剧批量生产的可以直接当框架模板用，省掉自己搭管线的时间。","href":"./2026-07-20.html#item-methods-2","url":"https://www.marktechpost.com/2026/07/13/building-a-videoagent-style-multi-agent-system-intent-parsing-graph-planning-and-tool-routing-for-video-editing-tasks","tags":["agent","editing","tutorial","subtitle"],"entities":["VideoAgent","FFmpeg","Whisper","OpenAI","DeepSeek"],"gist":"VideoAgent多智能体系统实现视频编辑自动化"},{"id":"2026-07-20-methods-03","date":"2026-07-20","section":"methods","sectionName":"方法与经验","source":"@AYi_AInotes","title":"Grok视频生成进化，质感丝滑可战Seedance","summary":"X 用户 @AYi_AInotes 实测 Grok 视频生成能力，生成超现实主义纪录片风格网球观众席片段，质感与分镜丝滑程度可对标 Seedance。附完整提示词，包含首帧锁定、手持抖动、自动对焦搜索等 2000 年代 DV 质感参数，以及精确到秒的时间轴分镜。","recommendation":"Grok 视频生成质感追上 Seedance，附完整提示词和分镜时间轴，做 AI 短剧和视觉的可以直接套用这个 prompt 结构跑一遍。","href":"./2026-07-20.html#item-methods-3","url":"https://x.com/AYi_AInotes/status/2078669737194631628","tags":["video_gen","prompt","camera","case_study"],"entities":["Grok","Seedance"],"gist":"Grok视频生成质感提升，附完整提示词"},{"id":"2026-07-20-methods-04","date":"2026-07-20","section":"methods","sectionName":"方法与经验","source":"@vista8","title":"发布AI自动视频剪辑Skill","summary":"开发者 Vista 开源了 AI 自动视频剪辑 Skill（qiaomu-cut-skill），基于 npx 安装，可接入 33 台词会员获取素材字幕、Pexels 免费空镜头、Listenhub 账号，实现 AI 自动生成视频。演示效果已发布在 X 平台，适合抖音、小红书等短视频平台的批量起号场景。","recommendation":"个人开发者开源了一套 AI 自动剪辑 Skill，接 33 台词和 Pexels 空镜就能跑，做短视频和短剧批量出片的可以直接装起来试一周。","href":"./2026-07-20.html#item-methods-4","url":"https://x.com/vista8/status/2078685312105189767","tags":["editing","agent","cost_open","tutorial"],"entities":["qiaomu-cut-skill","33台词","Pexels","Listenhub"],"gist":"开源AI自动剪辑Skill，接素材库批量出片"},{"id":"2026-07-20-methods-05","date":"2026-07-20","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"白天在WAIC太忙了没空录，回来给大家看看Kimi K3直接一轮跑出来的赛博养宠游戏效果，完整提示词我已经放在主页了，验…","summary":"个人创作者「栗噔噔」实测 Kimi K3 一轮生成赛博养宠游戏，完整提示词已公开在主页。199 元会员卡跑 2 个项目（含一个 3D 开放世界游戏）共消耗 16% 月额度。","recommendation":"个人创作者实测 Kimi K3 一轮跑出赛博养宠游戏，提示词已公开，做 AI 互动叙事和游戏化短剧的可以直接抄 prompt 跑一遍看效果。","href":"./2026-07-20.html#item-methods-5","url":"https://x.com/Nutllwhy/status/2078166548183978012","tags":["video_gen","agent","cost_open","case_study"],"entities":["Kimi K3"],"gist":"Kimi K3一轮生成游戏视频，公开提示词"},{"id":"2026-07-20-methods-06","date":"2026-07-20","section":"methods","sectionName":"方法与经验","source":"@berryxia","title":"Kimi 自动复刻官网宣传视频，制作还原度高","summary":"用户让 Kimi 自行复刻官网宣传视频，次日 Kimi 已完成制作，并生成了快闪版、沉浸版等多个版本，还解释了部分画面缺失的原因。视频的还原度与配乐节奏均由 Kimi 自主完成。","recommendation":"一个有趣的实验：让 Kimi 自己复刻官网宣传片，还生成了快闪版和沉浸版。做后期和视觉的可以看看 AI 对节奏和还原度的理解到了什么程度，当个能力摸底参考。","href":"./2026-07-20.html#item-methods-6","url":"https://x.com/berryxia/status/2077918765371826656","tags":["video_gen","editing","case_study","audio_music"],"entities":["Kimi"],"gist":"Kimi自动复刻官网宣传视频，还原度高"},{"id":"2026-07-20-methods-07","date":"2026-07-20","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"笑死，我用正在开发中的视频工具复刻 Codex 的官方宣传片，全程基于 Codex + GPT 5…","summary":"烟花老师用正在开发中的视频工具，基于 Codex + GPT 5.6 sol ultra 复刻了 OpenAI Codex 的官方宣传片，成片时长约 1 分钟，视觉风格和节奏模仿原版，属于个人创作者对官方宣传片的工作流复现与风格还原尝试。","recommendation":"个人创作者用 Codex + GPT 5.6 sol ultra 复刻官方宣传片，1 分钟成片，做 AI 短剧和视觉的可以拉片看风格还原度，顺便蹲一下他说的那个「正在开发中的视频工具」是什么。","href":"./2026-07-20.html#item-methods-7","url":"https://x.com/teach_fireworks/status/2077407491537985668","tags":["video_gen","case_study","short_drama"],"entities":["Codex","GPT 5.6 sol ultra"],"gist":"用视频工具复刻Codex宣传片"},{"id":"2026-07-20-methods-08","date":"2026-07-20","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"Making a milk ad using Claude x Seedance 2…","summary":"创作者 DStudioproject 分享用 Claude x Seedance 2.0 4K on Higgsfield MCP 制作牛奶广告的工作流，附 15 秒成片片段。Claude 负责生成/优化 prompt，Seedance 2.0 输出 4K 视频，Higgsfield MCP 作为工作流编排层串联工具链。","recommendation":"用 Claude 写 prompt + Seedance 2.0 出 4K 画面 + Higgsfield MCP 串工作流，做广告和短剧的可以抄这个工具链组合，15 秒一条广告片，效率够高。","href":"./2026-07-20.html#item-methods-8","url":"https://x.com/D_studioproject/status/2078850009316106366","tags":["video_gen","agent","commercial","prompt"],"entities":["Claude","Seedance 2.0","Higgsfield MCP"],"gist":"Claude+Seedance制作牛奶广告工作流"},{"id":"2026-07-20-methods-09","date":"2026-07-20","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"Another example of a HeyGen avatar being used for TV","summary":"HeyGen 官方展示其数字人形象被 Telemundo 电视台用于电视节目的案例。核心卖点是角色一致性：同一个主持人 Pablo Mariño 的数字分身，在不同节目段落中可以变换造型和场景，但观众仍能认出是同一人。这是 HeyGen 数字人进入传统电视制作流程的又一落地案例。","recommendation":"HeyGen 数字人上电视的又一个案例，这次是 Telemundo 用同一张脸在不同节目段落里换造型。做虚拟主播和短剧角色 IP 的可以看看角色一致性在真实播出环境里的表现力。","href":"./2026-07-20.html#item-methods-9","url":"https://x.com/HeyGen/status/2078933145316159496","tags":["avatar","consistency","case_study"],"entities":["HeyGen"],"gist":"HeyGen数字人用于电视节目案例"},{"id":"2026-07-20-methods-10","date":"2026-07-20","section":"methods","sectionName":"方法与经验","source":"Hacker News (Top)","title":"How to Train a Gen AI Kick Drum Model on Your Old Linux…","summary":"作者用 7 年前的 GTX 1660 SUPER（6GB VRAM）在本地 Linux 上训练了一个潜扩散底鼓生成模型，数据集来自个人收藏的 13000+ 个底鼓样本。项目包含 3 个模型（3 种音频表征）组成的管线，代码、模型权重和在线 Demo 均已开源。","recommendation":"用 6GB 显存的老显卡从零训练一个 AI 底鼓生成模型，做 AI 音乐/音效生成的后期可以当入门参考，代码和权重都开源了。","href":"./2026-07-20.html#item-methods-10","url":"https://www.zhinit.dev/blog/training-a-kick-drum-diffusion-model","tags":["audio_music","tutorial","cost_open"],"entities":["GTX 1660 SUPER"],"gist":"老显卡本地训练底鼓生成模型"},{"id":"2026-07-20-works-01","date":"2026-07-20","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"A full fashion editorial, held together by a single eye and…","summary":"LumaLabs 官方发布时尚影像作品，由 Eli Coleman 使用 Luma 制作，以单一眼神作为视觉锚点贯穿全片，展示 AI 在时尚广告领域的视觉一致性和风格把控能力。","recommendation":"Luma 官方展示的时尚影像案例，视觉师和编导可以拉片看单一眼神贯穿全片的视觉一致性处理，以及 AI 在时尚广告片里的落地质感。","href":"./2026-07-20.html#item-cases-1","url":"https://x.com/LumaLabsAI/status/2078780132819361953","tags":["image_gen","art_design","case_study"],"entities":["Luma"],"gist":"Luma时尚影像单一眼神贯穿全片"},{"id":"2026-07-20-works-02","date":"2026-07-20","section":"cases","sectionName":"作品与案例","source":"@Kling_ai","title":"While everyone watches the game, someone has to face the…","summary":"Kling 官方发布 AI 伪纪录片短片，体育题材，聚焦赛场幕后工作人员，写实风格，展示 Kling 在长叙事和真实感视觉上的能力。","recommendation":"Kling 官方出品的 AI 伪纪录片，体育题材，做 AI 短剧和视觉的可以拉片看叙事节奏和写实风格一致性处理。","href":"./2026-07-20.html#item-cases-2","url":"https://x.com/Kling_ai/status/2078772778015330362","tags":["video_gen","case_study","short_drama"],"entities":["Kling"],"gist":"Kling伪纪录片体育题材短片"},{"id":"2026-07-20-works-03","date":"2026-07-20","section":"cases","sectionName":"作品与案例","source":"@Kling_ai","title":"可灵AI助力神话与K-pop融合MV获奖","summary":"可灵AI官方发布韩国大学生团队作品《BARIDEGI》，获可灵AI NEXTGEN 2026韩国大学创意挑战赛最佳音乐视频奖。作品融合古老神话与K-pop能量，时长约2分钟，使用可灵AI工具链完成。","recommendation":"可灵官方推的韩国大学生AI MV获奖作品，神话+K-pop混搭风格，做AI音乐视频和视觉开发的可以拉片看风格融合和镜头节奏。","href":"./2026-07-20.html#item-cases-3","url":"https://x.com/Kling_ai/status/2078812095341334683","tags":["mv","case_study","video_gen"],"entities":["可灵"],"gist":"可灵AI助力韩国大学生神话K-pop融合MV获奖"},{"id":"2026-07-20-works-04","date":"2026-07-20","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"地震是我经历过的最可怕的事情。 Seedance 2.0 提示：主题：Daniel，一个42岁的父亲，身穿灰色亨利衫和深…","summary":"创作者 NΞXUS 用 Seedance 2.0 生成的地震逃生短片，提示词包含三个角色（父亲、女儿、儿子）的服装和动作描述，以及从厨房到街道到城市天际线的多场景分镜，镜头从 24mm 固定广角切换到低角度手持、横向跟拍、18mm 上升摇臂再到 14mm 后退跟拍，风格为写实胶片质感。","recommendation":"创作者用 Seedance 2.0 做的一段地震逃生短片，镜头设计从 24mm 厨房固定机位到 14mm 后退跟拍，编导和视觉师可以拉片看提示词里的分镜拆法。","href":"./2026-07-20.html#item-cases-4","url":"https://x.com/NEXUS_TO_NOVA/status/2078827198367306068","tags":["video_gen","camera","storyboard","prompt"],"entities":["Seedance 2.0"],"gist":"Seedance 2.0生成地震逃生短片，展示分镜与运镜"},{"id":"2026-07-20-works-05","date":"2026-07-20","section":"cases","sectionName":"作品与案例","source":"@FinanceYF5","title":"Justine Moore 分享了一个 非常酷的AI 视频用例： 想象一下，在婚礼上突然收到一支惊喜视频…","summary":"AI Will 分享的AI视频用例：一支婚礼惊喜视频，用AI生成跨越不同时代的爱情故事，最后揭晓两人现实中的相遇方式。视频时长1分39秒，3.57万观看。","recommendation":"婚礼惊喜视频的AI叙事创意，编导和短剧团队可以拉片看情感叙事和时代跨越的视觉处理。","href":"./2026-07-20.html#item-cases-5","url":"https://x.com/FinanceYF5/status/2078645159659819397","tags":["ideation","case_study","video_gen"],"entities":[],"gist":"AI婚礼惊喜视频创意，跨越时代爱情叙事"},{"id":"2026-07-20-works-06","date":"2026-07-20","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"A dark stage and a dancer who never stops moving, chased by…","summary":"LumaLabs 官方发布 AI 短片，由 Joana Haars 创作，暗调舞台场景下舞蹈演员的连续运动镜头，展示 Luma 在低光环境和动态主体追踪上的生成能力。","recommendation":"Luma 官方发的 AI 短片 demo，暗调舞台+舞蹈镜头，视觉师和编导可以拉片看光影和运镜的一致性处理。","href":"./2026-07-20.html#item-cases-6","url":"https://x.com/LumaLabsAI/status/2078740370876502278","tags":["video_gen","lighting","performance","case_study"],"entities":["Luma"],"gist":"Luma短片展示暗调舞台舞蹈与动态追踪"},{"id":"2026-07-20-works-07","date":"2026-07-20","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"A stairwell, a late hour, and a camera that will not let…","summary":"LumaLabs 官方账号发布创作者 Misho 使用 Luma 制作的短片，主题为深夜楼梯间的紧张氛围，镜头语言和光影处理是主要看点。","recommendation":"Luma 官方号推的短片 demo，氛围感和镜头调度是看点，做视觉和编导的可以拉片看 Luma 在叙事镜头上的表现力。","href":"./2026-07-20.html#item-cases-7","url":"https://x.com/LumaLabsAI/status/2078702507308556738","tags":["video_gen","lighting","case_study"],"entities":["Luma"],"gist":"Luma短片展示深夜楼梯间氛围与镜头调度"},{"id":"2026-07-21-industry-01","date":"2026-07-21","section":"industry","sectionName":"行业与平台","source":"The Decoder","title":"《第九区》导演Neill Blomkamp发布首部完全由AI生成的短片《Nightborne》","summary":"《第九区》导演 Neill Blomkamp 发布 13 分钟科幻恐怖短片《Nightborne》，完全使用 Seedance 2.0 视频生成模型通过文本提示逐帧创作。影片采用纪录片风格，使用了 32 位真实人物的面部和声音（已获授权），人类艺术家负责概念艺术。Blomkamp 表示计划以相同格式拍摄一部长片，并已创立 AI 电影工作室 Barley Studios。","recommendation":"《第九区》导演用 Seedance 2.0 逐帧文本提示做了部 13 分钟科幻恐怖短片，32 位真人授权面部和声音。做 AI 长片和短剧的可以拉片看导演级叙事怎么用纯文本提示撑住 13 分钟，以及真人授权+AI 生成的面部一致性怎么处理。","href":"./2026-07-21.html#item-industry-1","url":"https://the-decoder.com/district-9-director-neill-blomkamp-releases-first-short-film-made-entirely-with-ai-video-generation","tags":["film","video_gen","consistency","case_study"],"entities":["Seedance 2.0"],"gist":"导演用Seedance 2.0生成13分钟AI短片，处理面部一致性"},{"id":"2026-07-21-industry-02","date":"2026-07-21","section":"industry","sectionName":"行业与平台","source":"公众号","title":"昆仑万维发布并开源可交互世界模型 Matrix-Game 3.5","summary":"昆仑万维在 WAIC 2026 发布并开源可交互世界模型 Matrix-Game 3.5，核心能力包括 Patch Memory 长期记忆与 Warped PRoPE 几何一致性建模，可在单张 GPU 上以 720P 分辨率、约 20FPS 实时生成流式视频。模型已开源，适合需要实时交互式场景生成和长镜头一致性控制的创作场景。","recommendation":"国产可交互世界模型开源，单卡跑 720P 实时流式视频，做 AI 短剧和视觉开发的可以拉下来跑跑看场景一致性表现。","href":"./2026-07-21.html#item-industry-2","url":"https://mp.weixin.qq.com/s/TUVv2wvp4RixsblDLrvSGg","tags":["three_d","video_gen","consistency","cost_open"],"entities":["Matrix-Game 3.5"],"gist":"昆仑万维开源可交互世界模型，单卡实时生成"},{"id":"2026-07-21-industry-03","date":"2026-07-21","section":"industry","sectionName":"行业与平台","source":"IT之家","title":"字节跳动发布 Seed Audio 1.0 音频创作模型：支持精细时间控制与多语种生成","summary":"字节跳动 Seed 官方发布音频创作模型 Seed Audio 1.0，在统一框架下联合建模人声、音效和环境声，支持按时间线精准控制声音进场。该模型支持 20+ 语种音频生成，在文本生成音色能力的 AB 主观评测中表现出显著优势，多数场景音频可用率达 90% 以上。目前已在火山方舟体验中心上线。","recommendation":"字节官方发布音频创作模型，支持按时间线精准控制人声、音效和环境声进场，20+语种生成，多数场景音频可用率90%以上。做AI配音、音效设计、后期声音的可以直接上火山方舟体验中心试一轮，看时间线控制精度和语种覆盖能不能替代现有方案。","href":"./2026-07-21.html#item-industry-3","url":"https://www.ithome.com/0/979/008.htm","tags":["audio_sfx","audio_voice","audio_music","control"],"entities":["Seed Audio 1.0"],"gist":"字节发布音频模型，支持时间线控制多语种"},{"id":"2026-07-21-industry-04","date":"2026-07-21","section":"industry","sectionName":"行业与平台","source":"The Verge AI","title":"Here are the 30,000 songs Sony is suing Udio’s AI music…","summary":"索尼音乐娱乐在纽约法院对 AI 音乐生成器 Udio 提起新诉讼，指控其侵犯超过 3 万首歌曲版权，曲库涵盖猫王《Hound Dog》、碧昂丝《Say My Name》、哈利·斯泰尔斯《As It Was》等。这是继唱片公司起诉 Suno 和 Udio 之后，又一起针对 AI 音乐生成领域的重大版权诉讼。","recommendation":"索尼把 Udio 告了，涉及 3 万首歌的版权，从猫王到碧昂丝。做 AI 音乐和配音的后期团队得关注这个案子的走向，它直接决定你以后能不能合法用 AI 生成带版权的音乐素材。","href":"./2026-07-21.html#item-industry-4","url":"https://www.theverge.com/tech/968375/sony-udio-lawsuit-songs-ai-copyright","tags":["audio_music","industry"],"entities":["Udio","Suno"],"gist":"索尼起诉Udio侵权3万首歌曲版权"},{"id":"2026-07-21-industry-05","date":"2026-07-21","section":"industry","sectionName":"行业与平台","source":"@AYi_AInotes","title":"开源世界模型Alaya World重构游戏原型成本","summary":"开源世界模型 Alaya World 发布，核心能力是将游戏可玩原型的制作成本从「几周多人团队」压缩到「一张图、一条相机轨迹、几句 prompt、一分钟出场景」。关键技术包括显式 3D 空间缓存、压缩帧历史记忆和 Error Bank 误差回灌——后者故意将积累的伪影回灌训练，让模型学会在「脏历史」上继续正确预测。","recommendation":"开源世界模型，把游戏原型制作成本从几周压到一分钟。做短剧和虚拟场景的可以关注 Error Bank 误差回灌这个技术点——模型在脏历史里还能正确预测，对长镜头一致性有参考价值。","href":"./2026-07-21.html#item-industry-5","url":"https://x.com/AYi_AInotes/status/2079087162419564731","tags":["three_d","video_gen","consistency","cost_open"],"entities":["Alaya World"],"gist":"开源世界模型压缩游戏原型制作成本"},{"id":"2026-07-21-tools-01","date":"2026-07-21","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"OpenRouter 上线 Grok Imagine Video 1.5","summary":"xAI 的 Grok Imagine Video 1.5 模型已上线 OpenRouter 平台，支持图生视频，可附加文字提示控制运动、镜头运作，并内置声音和对话设定氛围与物理效果。创作者可通过 OpenRouter API 直接调用，无需本地部署。","recommendation":"Grok 的视频生成模型上了 OpenRouter，支持图生视频+提示词控制镜头和运动，还能内置声音和对话。做视觉和后期的一键接 API 测出片质感，省掉本地部署的麻烦。","href":"./2026-07-21.html#item-tools-1","url":"https://x.com/OpenRouter/status/2079200618498191407","tags":["video_gen","control","audio_voice"],"entities":["Grok Imagine Video 1.5","OpenRouter"],"gist":"Grok视频模型上线OpenRouter支持图生视频"},{"id":"2026-07-21-tools-02","date":"2026-07-21","section":"tools","sectionName":"工具与能力","source":"@Kling_ai","title":"可灵AI新功能：猫咪换脸互动","summary":"可灵 AI 官方发布新功能「猫咪换脸互动」，可将视频中的人脸替换为猫脸，并保留表情和动作。官方演示视频展示了猫咪模仿人类表情的趣味效果。该功能目前已在可灵 AI 平台上线，属于轻量级娱乐化功能，非核心创作工具更新。","recommendation":"可灵给视频加了个猫咪换脸互动玩法，视觉师和后期可以当个趣味素材模板收藏，正经创作管线里用上的概率不大。","href":"./2026-07-21.html#item-tools-2","url":"https://x.com/Kling_ai/status/2079219783690498225","tags":["video_gen","performance"],"entities":["可灵"],"gist":"可灵推出猫咪换脸互动娱乐功能"},{"id":"2026-07-21-methods-01","date":"2026-07-21","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"家人们！万众期待的 AI 自动化剪辑教程终于来了！ 这条视频依旧由 Codex 全程自动剪辑…","summary":"博主 Foe Ally 发布 AI 自动化剪辑教程，演示用 Codex 全程自动处理口播、录屏等素材，AI 自主完成素材理解、内容筛选、笑点识别、剪辑、字幕、贴图和动画。教程附 GitHub 链接，强调无需提前设计脚本，适合 Vlog 和日常内容批量生产。","recommendation":"Codex 自动化剪辑的实操教程，后期和短剧团队可以直接套工作流跑一遍，看 AI 理解素材和找笑点的能力够不够用。","href":"./2026-07-21.html#item-methods-1","url":"https://x.com/ally_foe/status/2079160710249205802","tags":["editing","agent","tutorial","subtitle"],"entities":["Codex"],"gist":"Codex 自动剪辑教程，AI 理解素材并完成剪辑字幕"},{"id":"2026-07-21-methods-02","date":"2026-07-21","section":"methods","sectionName":"方法与经验","source":"Runway","title":"The AI Media Report： Cost， Speed and What Comes Next","summary":"Runway 发布企业客户纵向研究报告，统计数百家大型企业使用 Runway 进行媒体制作的成本与时间节省数据。核心发现：制作成本下降 2-3 个数量级，时间线同步压缩。案例包括：某全国性金融服务品牌电视广告制作成本从 500 万美元降至 3-4 千美元；某家居零售商 80 万美元视觉项目复制成本低于 1 万美元；某咨询公司 30-60 万美元客户活动在 2 天 RFP 窗口内以约 3 千美元完成。","recommendation":"Runway 官方发布的客户成本对比报告，数据来自真实企业案例。做 AI 短剧和广告的制片人可以拿这些数字去跟甲方谈预算——从 500 万到 3 千、80 万到 1 万，降幅是实打实的行业参考。","href":"./2026-07-21.html#item-methods-2","url":"https://runwayml.com/news/company-news/ai-media-report","tags":["industry","commercial","case_study"],"entities":["Runway"],"gist":"Runway 报告显示 AI 制作成本大幅下降"},{"id":"2026-07-21-methods-03","date":"2026-07-21","section":"methods","sectionName":"方法与经验","source":"@underwoodxie96","title":"GPT image 2","summary":"个人创作者 @underwoodxie96 分享用 GPT Image 2.0 生成角色编辑拼贴的 prompt 示例：要求生成 3:4 竖版、4 格拼贴、同一成年女性角色保持面部结构/妆容/发型一致。推文含 prompt 原文和链接，未公开完整工作流或参数细节。","recommendation":"个人创作者用 GPT Image 2 做角色一致性拼贴的实测，视觉师可以看 prompt 结构和出片效果，判断能不能套进自己的角色设计流程。","href":"./2026-07-21.html#item-methods-3","url":"https://x.com/underwoodxie96/status/2077684964557218150","tags":["image_gen","consistency","prompt"],"entities":["GPT Image 2.0"],"gist":"GPT Image 2 生成角色一致性拼贴的 prompt 示例"},{"id":"2026-07-21-methods-04","date":"2026-07-21","section":"methods","sectionName":"方法与经验","source":"@berryxia","title":"Kimi 3 3D生成惊艳演示，效果绝佳","summary":"Berry Xia 发布多个 Demo，展示 Kimi 3 在 3D 生成方面的效果，推文称“真的很绝”。未提及具体模型版本、参数规模或 benchmark 分数。","recommendation":"Kimi 3 的 3D 生成 demo 效果不错，做视觉和美术的可以点开看看生成质量，判断能不能塞进角色或场景资产管线。","href":"./2026-07-21.html#item-methods-4","url":"https://x.com/berryxia/status/2078428187768553902","tags":["three_d","image_gen"],"entities":["Kimi 3"],"gist":"Kimi 3 展示 3D 生成效果演示"},{"id":"2026-07-21-methods-05","date":"2026-07-21","section":"methods","sectionName":"方法与经验","source":"@LumaLabsAI","title":"RT @DreamLabLA: How Encore was made","summary":"Jacob Russo 在作品《Encore》中结合真人表演与 AI 生成，形成混合制作工作流。使用 iPhone 拍摄实拍素材，再通过 AI 工具进行后期处理和生成，具体工具链未公开。展示了实拍+AI 的混合制作模式，适合预算有限但追求视觉效果的团队参考。","recommendation":"一个真人表演+AI 的混合制作案例，编导和制片可以看看怎么把实拍和 AI 生成揉进一条片子，省掉纯 CG 的预算和周期。","href":"./2026-07-21.html#item-methods-5","url":"https://x.com/LumaLabsAI/status/2077824058989728223","tags":["film","case_study","post_fx"],"entities":[],"gist":"Encore 混合真人表演与 AI 的制作案例"},{"id":"2026-07-21-methods-06","date":"2026-07-21","section":"methods","sectionName":"方法与经验","source":"@nicekate8888","title":"用 Blender MCP + GPT 5.6 Sol 做出了视频（音乐是后配的） 体感：AI 生成 3D…","summary":"创作者 nicekate 用 Blender MCP 协议连接 GPT 5.6 Sol，通过自然语言提示生成 3D 等距视角风格化场景视频，AI 快速出底稿后通过提示精修细节（如屏幕画面、猫毛发等），音乐后配。制作步骤在回复线程中。","recommendation":"Blender MCP + GPT 5.6 Sol 做 3D 等距场景，AI 出底稿再提示精修，做视觉和美术的可以看线程里的具体步骤，适合想用自然语言驱动 3D 场景生成的创作者。","href":"./2026-07-21.html#item-methods-6","url":"https://x.com/nicekate8888/status/2078467771470655987","tags":["three_d","agent","tutorial","animation"],"entities":["Blender MCP","GPT 5.6 Sol"],"gist":"Blender MCP 加 GPT 生成 3D 等距场景视频"},{"id":"2026-07-21-methods-07","date":"2026-07-21","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"想起当年手 k 过这个效果，现在用 GPT 5.6 Sol 很轻松就实现了，还支持了自定义富文本、自定义图像上传…","summary":"开发者 CatsJuice 用 GPT 5.6 Sol 实现文字动效贴纸生成工具，支持自定义富文本和自定义图像上传，已开源并提供在线体验（sticker.oooo.so）。","recommendation":"用 GPT 5.6 Sol 一句话生成文字动效贴纸，还支持自定义富文本和图像上传，已开源可在线体验。做后期和视觉的可以拿来当模板用，省掉手 K 关键帧的功夫。","href":"./2026-07-21.html#item-methods-7","url":"https://x.com/cats_juice/status/2079263950538248276","tags":["image_gen","prompt","cost_open"],"entities":["GPT 5.6 Sol"],"gist":"用GPT 5.6 Sol生成文字动效贴纸并开源"},{"id":"2026-07-21-methods-08","date":"2026-07-21","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"什么是短视频社交的最佳视频编辑智能体？它真的有效吗？ 我们观看了专业视频编辑人员一步步使用 Adobe…","summary":"作者 ben 开源了一个 AI 视频剪辑 Agent 训练数据集，包含 4 条专业剪辑师在 Adobe Premiere Pro 中制作短视频社交内容的完整操作轨迹，共 234 步带标注。每步都配有截图、剪辑师的口头推理、结构化动作描述以及可执行的 Premiere MCP 工具调用/快捷键/菜单路径/坐标点击。数据集遵循 AgentNet 轨迹格式，可直接用于计算机使用 Agent 的 SFT、推理中训练、工具调用和函数调用，以及 Agent 与人类专家基线的 benchmark 对比。","recommendation":"开源了 4 条专业剪辑师在 Premiere 里的操作轨迹数据集，共 234 步带标注。做 AI 剪辑 Agent 或自动化后期管线的可以直接拿这个数据集做 SFT 或 benchmark，比纯合成数据靠谱。","href":"./2026-07-21.html#item-methods-8","url":"https://x.com/contraben/status/2079278061585907968","tags":["editing","agent","tutorial"],"entities":["Adobe Premiere Pro","AgentNet"],"gist":"开源AI剪辑Agent训练数据集含Premiere操作轨迹"},{"id":"2026-07-21-methods-09","date":"2026-07-21","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"这个 Seedance 提示简直是神作。 后启示录追逐战，洪水淹没的城市，装甲肌肉车，被感染的生物，彻底的混乱…","summary":"创作者 Pierrick Chevallier 分享了一条用 Hailuo 制作的 Seedance 提示词，描述后启示录追逐战：幸存者驾驶装甲肌肉车在洪水淹没的城市中逃亡，被感染的生物在屋顶和桥梁上追逐。提示词包含 0-4s、4-10s、10-15s 三段分镜，涵盖漂移、撞击、氮气加速、冲出水面等动作，并指定了电影级运镜（低角度跟踪、FPV 速度感、碎片、英雄式最终揭示）。","recommendation":"一条 Seedance 提示词拆解，后启示录追逐战的分镜和运镜写得挺细，做 AI 短剧和视觉的可以直接套用这个 prompt 结构跑一遍看看效果。","href":"./2026-07-21.html#item-methods-9","url":"https://x.com/CharaspowerAI/status/2077045476528939384","tags":["prompt","storyboard","camera"],"entities":["Seedance","Hailuo"],"gist":"Seedance提示词拆解后启示录追逐战分镜运镜"},{"id":"2026-07-21-methods-10","date":"2026-07-21","section":"methods","sectionName":"方法与经验","source":"@ziwenxu_","title":"成功了！！Kimi k3 OAuth 现在直接连接到 codex 了…","summary":"开发者 @ziwenxu_ 将 Kimi k3 模型通过 OAuth 接入 Codex 编辑器，无需额外 API key，直接使用已有订阅即可在模型选择器中调用 k3。","recommendation":"个人开发者把 Kimi k3 模型通过 OAuth 接进 Codex 编辑器，省掉 API key 直接用已有订阅。搞 AI 编程工作流的可以看一眼集成方式，对创作管线影响不大。","href":"./2026-07-21.html#item-methods-10","url":"https://x.com/ziwenxu_/status/2079058575385919796","tags":["agent","cost_open"],"entities":["Kimi k3","Codex"],"gist":"Kimi k3通过OAuth接入Codex编辑器"},{"id":"2026-07-21-works-01","date":"2026-07-21","section":"cases","sectionName":"作品与案例","source":"@FlowbyGoogle","title":"由 @chaas 创作的一部美丽的“手动提示”电影，完全使用 Google Flow 制作…","summary":"Google Flow 官方账号推荐创作者 @chaas 使用 Google Flow 完全制作的“手动提示”电影。影片时间跨度数年，创作者利用 Google Flow 的 Agent 功能为角色生成符合电影美学的多种服装变化。展示了在单一工具链下，通过 Agent 辅助解决长叙事中角色外观一致性与多样性的工作流思路。","recommendation":"Google Flow 官方推荐的手动提示电影，角色服装一致性处理是看点，做 AI 短剧和视觉开发的可以拉片看怎么用 Agent 生成多套服装变体。","href":"./2026-07-21.html#item-cases-1","url":"https://x.com/FlowbyGoogle/status/2079302451774308711","tags":["film","consistency","agent"],"entities":["Google Flow"],"gist":"Google Flow制作电影用Agent生成角色服装变体"},{"id":"2026-07-21-works-02","date":"2026-07-21","section":"cases","sectionName":"作品与案例","source":"@EHuanglu","title":"AI 在 5 天内完成了这个 引用 el.cine @EHuanglu · 5小时","summary":"el.cine 工作室（5 人 AI 电影团队）发布一条 5 分钟 AI 短片，声称 5 天内完成。团队同期在 5 天内交付了 14 个客户成片，指出生成渲染不是瓶颈，流程管理和文书工作才是。","recommendation":"5 人团队 5 天交付 14 个客户成片，瓶颈不在生成而在流程。做 AI 短剧和制片管理的可以看看他们怎么绕开 paperwork 的坑。","href":"./2026-07-21.html#item-cases-2","url":"https://x.com/EHuanglu/status/2079301318007824751","tags":["case_study","short_drama","industry"],"entities":[],"gist":"5人AI电影团队5天交付14个客户成片"},{"id":"2026-07-21-works-03","date":"2026-07-21","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"在LibTV用自己创建的商品图转TVC skill做了个雅诗兰黛小棕瓶TVC…","summary":"创作者「栗噔噔」用 LibTV 平台自建的「商品图转 TVC」skill，将雅诗兰黛小棕瓶商品图直接生成为 30 秒 TVC 成片，声称未做二次剪辑。展示了从静态商品图到动态广告短片的自动化工作流，适合电商视觉和广告短片场景。","recommendation":"LibTV 的「商品图转 TVC」skill 实测，从商品图直接生成 TVC 成片，创作者没做二次剪辑。做电商视觉和广告短片的可以看看这个工作流能省多少后期时间。","href":"./2026-07-21.html#item-cases-3","url":"https://x.com/Nutllwhy/status/2078821589043564838","tags":["commercial","agent","case_study","image_gen","video_gen"],"entities":["LibTV"],"gist":"LibTV商品图转TVC工作流实测"},{"id":"2026-07-21-works-04","date":"2026-07-21","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"当星爷的经典角色遇到权谋运镜！帅爆啦！","summary":"小红书作者「屿林奇迹AIGC」发布 AI 短片，将周星驰经典角色与权谋题材的运镜风格结合，属于 IP 角色 AI 化再创作的视觉实验。","recommendation":"周星驰经典角色混搭权谋运镜的 AI 短片，视觉师和编导可以当风格参考，看看经典 IP 的 AI 化视觉处理思路。","href":"./2026-07-21.html#item-cases-4","url":"https://www.xiaohongshu.com/explore/6a575ce800000000170292aa","tags":["case_study","animation","camera","ideation"],"entities":[],"gist":"星爷角色AI化结合权谋运镜短片"},{"id":"2026-07-22-industry-01","date":"2026-07-22","section":"industry","sectionName":"行业与平台","source":"@Alibaba_Wan","title":"Incredible application of our open-source model","summary":"阿里 Wan 官方宣布推出 AnimeGen，一个基于 Wan 开源模型微调的视频 AI 模型，专攻动漫风格视觉与动态运动表现。该模型已发布，具体技术细节和下载链接需查看官方公告。","recommendation":"阿里 Wan 开源模型生态里长出了专攻动漫风格的微调版，做 AI 动画和短剧的视觉师可以直接下载跑跑看，动态和画风一致性是重点测试项。","href":"./2026-07-22.html#item-industry-1","url":"https://x.com/Alibaba_Wan/status/2079463998815396031","tags":["video_gen","animation","cost_open"],"entities":["Wan","AnimeGen"],"gist":"阿里开源Wan微调动漫视频模型AnimeGen"},{"id":"2026-07-22-industry-02","date":"2026-07-22","section":"industry","sectionName":"行业与平台","source":"X 关注流","title":"AlayaWorld 的完整技术细节刚刚发布。 AlayaWorld 是一个全栈开源视频世界模型，支持 720p、24…","summary":"Alaya Lab 发布 AlayaWorld 全栈开源视频世界模型技术报告，支持 720p、24 FPS 流式视频生成，具备相机控制和文本驱动的事件生成功能，代码与报告已在 GitHub 开源。","recommendation":"全栈开源视频世界模型，720p/24fps 流式生成带相机控制，做 AI 短剧和视觉开发的可以直接拉技术报告看架构，跑通后能省掉不少后期合成工序。","href":"./2026-07-22.html#item-industry-2","url":"https://x.com/alayastd/status/2079574763157262779","tags":["video_gen","three_d","cost_open","camera"],"entities":["AlayaWorld"],"gist":"开源视频世界模型AlayaWorld技术细节"},{"id":"2026-07-22-industry-03","date":"2026-07-22","section":"industry","sectionName":"行业与平台","source":"IT之家","title":"阿里千问发布 Qwen-Image-3.0 图像生成基础模型","summary":"阿里发布 Qwen-Image-3.0 图像生成基础模型，核心能力是“实”：支持 4.5k token 超长输入，可一次生成含公式、几何图形、逻辑推导的知识图解和复杂 UI；支持 12 国语言及 20 多款字体原生渲染，10px 小字清晰可读。阿里云百炼、千问 AI 平台已开通 API 邀测，Qwen Studio 和千问 APP 即将上线免费体验。","recommendation":"阿里千问第三代图像模型，主打“实”——长文本输入、小字渲染、多语言字体原生支持。做海报、分镜、漫画、知识图解的美术和短剧团队可以直接接 API 测，看能不能省掉排版和后期加字的环节。","href":"./2026-07-22.html#item-industry-3","url":"https://www.ithome.com/0/979/530.htm","tags":["image_gen","art_design","prompt"],"entities":["Qwen-Image-3.0"],"gist":"阿里千问图像模型支持长文本小字渲染"},{"id":"2026-07-22-industry-04","date":"2026-07-22","section":"industry","sectionName":"行业与平台","source":"@alibaba_cloud","title":"HappyOyster实时世界模型上线Reactor","summary":"阿里云与 HappyOysterAI 联合推出的实时世界模型 HappyOyster 正式上线 Reactor 平台，支持用户探索任意想象世界或实时导演故事走向，已开放 API 调用。该模型主打实时交互生成，区别于传统文生视频的单向输出，创作者可边生成边调整叙事方向，适用于互动短剧、实时叙事体验、虚拟世界探索等场景。","recommendation":"阿里云实时世界模型 HappyOyster 上线 Reactor 平台，支持实时交互叙事和导演视角控故事走向。做 AI 互动短剧和实时叙事体验的可以直接接 API 试玩，看看实时生成的世界模型在叙事自由度上能走多远。","href":"./2026-07-22.html#item-industry-4","url":"https://x.com/alibaba_cloud/status/2079391204991795324","tags":["video_gen","three_d","agent","short_drama"],"entities":["HappyOyster","Reactor"],"gist":"实时世界模型HappyOyster上线Reactor"},{"id":"2026-07-22-industry-05","date":"2026-07-22","section":"industry","sectionName":"行业与平台","source":"@alibaba_cloud","title":"阿里云 WonderClip 实现脚本到视频全自动生成","summary":"阿里云宣布 WonderClip 实现企业级 AI 视频制作全自动化——输入脚本，直接输出成片，覆盖从脚本到最终剪辑的完整链路。7 月 23 日上午 10 点（UTC+8）将进行首场直播演示。目前仅开放注册，具体模型能力、输出分辨率、风格控制等参数尚未公布。","recommendation":"阿里云官宣 WonderClip 从脚本到成片全自动生成，做短剧和批量视频的可以蹲 7 月 23 日直播看实际出片质量，别只看宣传片。","href":"./2026-07-22.html#item-industry-5","url":"https://x.com/alibaba_cloud/status/2079479299157930471","tags":["video_gen","script","editing","agent"],"entities":["WonderClip"],"gist":"阿里云WonderClip实现脚本到视频全自动生成"},{"id":"2026-07-22-industry-06","date":"2026-07-22","section":"industry","sectionName":"行业与平台","source":"@rohanpaul_ai","title":"Martian 发布 Ship：50% 成本复刻模型输出","summary":"Martian 推出 Ship，一个 drop-in API 端点，能以 50% 更低成本复刻参考模型（如 Opus、GPT 5.6 Sol）的输出。核心是运行时推理路由特化，通过混合模型、工具、级联或集成来保证行为等价与能力等价，而非切换至更弱模型。已提供质量 SLA。","recommendation":"一个 API 路由层，承诺用混合模型/级联策略复刻 Opus 或 GPT 5.6 Sol 的输出，成本砍半。做 AI 制片或技术整合的可以关注，如果质量 SLA 靠谱，能直接压短剧/广告批量生成的推理成本。","href":"./2026-07-22.html#item-industry-6","url":"https://x.com/rohanpaul_ai/status/2079648525038895243","tags":["cost_open","agent"],"entities":["Martian","Ship","Opus","GPT 5.6 Sol"],"gist":"Martian Ship以半价复刻模型输出"},{"id":"2026-07-22-industry-07","date":"2026-07-22","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Less than two weeks left to submit to Another Big Ad…","summary":"Runway 官方提醒其主办的「Another Big Ad Contest for Products That Don't Exist」AI 广告大赛距截稿不足两周，参赛者需通过指定链接提交 AI 生成的广告作品。该赛事面向 AI 视频生成创作者，获奖作品将作为行业案例展示。","recommendation":"Runway 的 AI 广告大赛截稿倒计时，做 AI 短剧和广告创意的可以冲一下，获奖作品是很好的行业案例参考。","href":"./2026-07-22.html#item-industry-7","url":"https://x.com/runwayml/status/2079569779896033773","tags":["commercial","case_study","industry"],"entities":["Runway"],"gist":"Runway AI广告大赛截稿提醒"},{"id":"2026-07-22-tools-01","date":"2026-07-22","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"Your best ad already exists","summary":"LumaLabs 宣布其 AI 广告变体生成功能已集成至 Google Ads 平台。用户可将已有的优质广告素材导入 Luma，自动生成多个投放版本，并直接推送至 Google Ads 账户投放。该功能面向效果广告场景，旨在缩短从创意到多版本投放的链路。","recommendation":"Luma 把广告变体生成直接接进 Google Ads 了，投放过效果广告的制片和短剧团队可以连账号跑一轮，省掉人工剪不同版本的时间。","href":"./2026-07-22.html#item-tools-1","url":"https://x.com/LumaLabsAI/status/2079604819417870474","tags":["commercial","video_gen","agent"],"entities":["LumaLabs","Google Ads"],"gist":"Luma广告变体生成集成Google Ads"},{"id":"2026-07-22-tools-02","date":"2026-07-22","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"RT @PixVerse4Biz: PixVerse just landed on Shopify","summary":"PixVerse 正式接入 Shopify 平台，商家可直接从店铺选产品，一键生成可用的视频广告素材。该功能将 AI 视频生成与电商选品流程打通，降低了电商短视频广告的制作门槛。","recommendation":"PixVerse 直接接入 Shopify 选品出视频广告，做电商短视频和 AI 短剧的可以试一下这个自动化出片链路，省掉手动选素材的环节。","href":"./2026-07-22.html#item-tools-2","url":"https://x.com/PixVerse_/status/2079381415607615858","tags":["commercial","video_gen","agent"],"entities":["PixVerse","Shopify"],"gist":"PixVerse接入Shopify生成电商广告"},{"id":"2026-07-22-tools-03","date":"2026-07-22","section":"tools","sectionName":"工具与能力","source":"@xiaohu","title":"Claude Cowork 发布\"录制技能\"功能，学习用户操作","summary":"Claude Cowork 桌面应用新增\"录制技能\"功能，用户可录制屏幕操作并配合语音讲解，Claude 会学习并转化为可重复执行的自动化技能。下次只需输入技能名称即可让 AI 模仿操作流程。该功能位于桌面端\"+\"菜单下，类似 Codex 的 Agent 能力，但面向更通用的桌面操作场景。","recommendation":"Claude 桌面端能录屏教学了，重复性操作（批量转写、统一调色、素材整理）可以录一次让 AI 自动跑。做后期和技术整合的可以装起来试试，省掉重复劳动。","href":"./2026-07-22.html#item-tools-3","url":"https://x.com/xiaohu/status/2079599223922974934","tags":["agent","tutorial"],"entities":["Claude Cowork","Codex"],"gist":"Claude Cowork录制技能实现操作自动化"},{"id":"2026-07-22-tools-04","date":"2026-07-22","section":"tools","sectionName":"工具与能力","source":"@heyglif","title":"Glif can now inspect its own outputs and self-correct when…","summary":"Glif 上线「验证技能」功能，可让 AI 自动检查自身输出并自我修正。演示案例中，Glif 接收模型、服装和简单 prompt 作为输入，先生成、再自检修正，最后才合成多场景视频。该能力通过指令调用，适用于需要自动化质检和纠错的批量生成管线。","recommendation":"Glif 加了个自我校验技能，能自动检查生成结果并修正，做批量出图和自动化工作流的可以接进去省一轮人工质检。","href":"./2026-07-22.html#item-tools-4","url":"https://x.com/heyglif/status/2079575742623387900","tags":["agent","video_gen","image_gen","control"],"entities":["Glif"],"gist":"Glif新增验证技能实现自动质检与自我修正"},{"id":"2026-07-22-tools-05","date":"2026-07-22","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Introducing ElevenMusic's Summer of Sound","summary":"ElevenLabs 旗下音乐生成工具 ElevenMusic 宣布「夏日之声」活动，即日起将免费用户每月生成额度大幅提升至 400 首曲目，鼓励用户免费创作、实验和分享。","recommendation":"ElevenLabs 音乐生成免费额度从几十首涨到 400 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工具处理叙事节奏和视觉风格，参考价值比普通创作者作品高一个量级。","href":"./2026-07-22.html#item-cases-1","url":"https://x.com/BytePlusGlobal/status/2079524815644569944","tags":["video_gen","film","case_study"],"entities":["Dreamina","Seedance 2.0","BytePlus"],"gist":"第九区导演用Seedance 2.0拍13分钟短片"},{"id":"2026-07-22-works-02","date":"2026-07-22","section":"cases","sectionName":"作品与案例","source":"B站热门·AI 影视","title":"《大爱仙尊》动画第49集【我可是班头啊！】","summary":"B站UP主「炽焰」个人使用AI工具全流程制作的《大爱仙尊》动画第49集，已形成持续更新的长篇AI动画系列。该集时长约10分钟，延续了前48集的角色风格和叙事节奏，是个人创作者在有限资源下完成AI长篇连载的典型案例。","recommendation":"个人创作者用AI全流程做到第49集，做AI短剧和长系列的可以直接拉片看角色一致性和叙事节奏怎么撑住长篇连载。","href":"./2026-07-22.html#item-cases-2","url":"https://www.bilibili.com/video/BV1gTKm6vEWX","tags":["animation","case_study","consistency","short_drama"],"entities":[],"gist":"个人用AI全流程制作长篇动画至49集"},{"id":"2026-07-22-works-03","date":"2026-07-22","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 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短剧和恐怖题材的可以拉片看叙事节奏和氛围控制，尤其适合研究单工具链出成片的可行性。","href":"./2026-07-22.html#item-cases-4","url":"https://x.com/bstuartTI/status/2079567320222212330","tags":["video_gen","film","case_study","agent"],"entities":["InVideo","Agent One"],"gist":"导演用InVideo Agent One全流程制作恐怖短片"},{"id":"2026-07-22-works-05","date":"2026-07-22","section":"cases","sectionName":"作品与案例","source":"@ChatGPTapp","title":"ChatGPT Work 制作视频庆祝 2M 订阅","summary":"ChatGPT 官方账号发布一支 1 分钟庆祝视频，全程由 ChatGPT Work 制作，从创意到最终剪辑在一个工具内完成。视频展示了 ChatGPT Work 整合创意、生成画面、剪辑成片的能力，官方将其定位为「从想法到成品」的一站式创作演示。","recommendation":"ChatGPT 官方用自家 Work 工具做了一支 1 分钟庆祝视频，从创意到成片全在一个地方完成。做 AI 短剧和后期剪辑的可以拉片看成品质感，判断这个工作流能不能套进自己的项目里。","href":"./2026-07-22.html#item-cases-5","url":"https://x.com/ChatGPTapp/status/2079690622563385394","tags":["case_study","agent","editing","video_gen"],"entities":["ChatGPT Work"],"gist":"ChatGPT Work一站式制作庆祝视频案例"},{"id":"2026-07-22-works-06","date":"2026-07-22","section":"cases","sectionName":"作品与案例","source":"@CharaspowerAI","title":"One man","summary":"创作者@CharaspowerAI 使用Agent One协作完成1分钟AI动画短片《齐格弗里德战龙》，从分镜到最终战斗场景全程与AI Agent迭代打磨，验证了人机协作在神话题材动画短片中的可行性。","recommendation":"1分钟AI动画短片，齐格弗里德战龙传说，视觉师和编导可以拉片看AI在神话题材中的镜头调度和角色一致性处理。","href":"./2026-07-22.html#item-cases-6","url":"https://x.com/CharaspowerAI/status/2079627661878694033","tags":["animation","case_study","agent","consistency"],"entities":["Agent One"],"gist":"AI Agent协作制作1分钟动画短片案例"},{"id":"2026-07-23-industry-01","date":"2026-07-23","section":"industry","sectionName":"行业与平台","source":"@Khazix0918","title":"腾讯设计Agent Miora全量上线，支持品牌VI与多模型","summary":"腾讯设计Agent平台Miora正式全量开放，无需邀请码。提供品牌设计、影视创意、电商广告、互动游戏、网页应用五大场景模式，内置Skill模板和画板编辑功能。Agent底模分Standard/Pro/Max三档，可调用GPT-image、Seedance、可灵等多模态模型，支持框选编辑、文字替换及自定义Skill发布。","recommendation":"腾讯设计Agent Miora全量开放，内置品牌VI、影视创意等五大场景，底模分三档可调GPT-image/Seedance/可灵。做短剧和视觉的可以直接套Skill模板跑一遍，看多模型调度下的出片一致性。","href":"./2026-07-23.html#item-industry-1","url":"https://x.com/Khazix0918/status/2079823300466012438","tags":["agent","art_design","image_gen","video_gen"],"entities":["Miora","GPT-image","Seedance","可灵"],"gist":"腾讯设计Agent Miora全量上线支持多模型"},{"id":"2026-07-23-industry-02","date":"2026-07-23","section":"industry","sectionName":"行业与平台","source":"X","title":"Grok Build 上线，可调用 Grok 4.5 构建 3D 场景","summary":"Elon Musk 宣布推出 Grok Build，一个终端工具，可调用 Grok 4.5 模型。开发者 Daniel Farinax 用它安装了 Unity 免费 CLI，成功构建 3D 场景并导出视频，还在同一会话中创建了可玩的 macOS 岛屿探索游戏。Unity CLI 支持 MCP 模式且免费，无并发限制。","recommendation":"xAI 出了个终端工具 Grok Build，能直接调 Grok 4.5 装 Unity CLI 搭 3D 场景和导出视频。做 AI 视觉和工具链整合的可以上手测一下，看它能不能当自动化场景生成管线用。","href":"./2026-07-23.html#item-industry-2","url":"https://x.com/elonmusk/status/2080049853036728541","tags":["three_d","agent","tutorial"],"entities":["Grok Build","Grok 4.5","Unity"],"gist":"Grok Build终端工具构建3D场景"},{"id":"2026-07-23-industry-03","date":"2026-07-23","section":"industry","sectionName":"行业与平台","source":"X","title":"Grok Imagine 将制作《奥德赛》全片","summary":"马斯克在 X 上宣布，今年年底前 Grok Imagine 将制作一部完整长度的《奥德赛》电影，声称将兼顾历史准确性与荷马原著的艺术性。此前已有创作者用 Grok Imagine 制作了《奥德赛》对话场景片段（时长约 3 分钟），马斯克转发了该片段并做出上述承诺。目前尚未公布具体制作团队、工作流或上映渠道。","recommendation":"马斯克亲自官宣 Grok Imagine 年底前出《奥德赛》AI 长片，做 AI 长片和短剧的可以蹲这个项目当行业标杆看——从预告到成片的制作周期、历史准确性还原、角色一致性处理，都是今年最值得拉片的案例之一。","href":"./2026-07-23.html#item-industry-3","url":"https://x.com/elonmusk/status/2079758604656316619","tags":["film","video_gen","industry"],"entities":["Grok Imagine"],"gist":"Grok Imagine将制作《奥德赛》AI长片"},{"id":"2026-07-23-industry-04","date":"2026-07-23","section":"industry","sectionName":"行业与平台","source":"@OpenAI","title":"New for enterprises: OpenAI Presence helps companies deploy…","summary":"OpenAI 发布企业级平台 Presence，支持企业部署可信的语音和聊天 AI Agent，可回答客户问题、调用公司系统、执行授权操作并在必要时转接人工，且能随时间持续优化。该产品面向企业客户服务与内部工作流场景，非面向个人创作者的消费级工具。","recommendation":"OpenAI 面向企业客户推出 Presence 平台，用于部署可信的语音和聊天 Agent。做 AI 短剧或虚拟角色对话的可以关注其底层能力，但这是企业级产品，不是面向创作者的消费级工具。","href":"./2026-07-23.html#item-industry-4","url":"https://x.com/OpenAI/status/2079916436232036614","tags":["agent","industry","audio_voice"],"entities":["OpenAI Presence"],"gist":"OpenAI发布企业级语音聊天Agent平台"},{"id":"2026-07-23-industry-05","date":"2026-07-23","section":"industry","sectionName":"行业与平台","source":"@berryxia","title":"Ant Design Vue 作者唐金州开源视频剪辑 Skill Pireel","summary":"Ant Design Vue 作者唐金州开源了 Pireel，一个专为 OpenAI Codex 设计的视频剪辑 Agent Skill。通过 `npx skills add pireel/pireel-agent` 安装，它能根据视频内容智能匹配主题，内置 20 多种 HyperFrames 主题，主打口播类场景的自动化剪辑。开源协议允许直接使用、二次开发和商业化。","recommendation":"Ant Design Vue 作者开源了一个给 Codex 用的视频剪辑 Skill，装一句命令就能让 AI 根据口播内容智能匹配主题和剪辑。做后期和整合工作流的可以装起来跑一遍，看它能不能省掉口播视频的粗剪环节。","href":"./2026-07-23.html#item-industry-5","url":"https://x.com/berryxia/status/2079786125644923132","tags":["editing","agent","tutorial","cost_open"],"entities":["Pireel","OpenAI Codex"],"gist":"开源视频剪辑Agent Skill Pireel，用于口播自动化剪辑"},{"id":"2026-07-23-industry-06","date":"2026-07-23","section":"industry","sectionName":"行业与平台","source":"@PixVerse_","title":"RT @PixVerse4Biz: Your product is ready","summary":"PixVerse 推出 Video Ads Generator，已上线 Shopify 平台，帮助商家将产品信息自动转为视频广告。具体模板库、生成参数和定价细节未公开。","recommendation":"PixVerse 把视频广告生成器搬上了 Shopify，做电商视频和短剧广告投放的可以看看出片效率和模板质量。","href":"./2026-07-23.html#item-industry-6","url":"https://x.com/PixVerse_/status/2079878947072790951","tags":["commercial","video_gen","industry"],"entities":["PixVerse"],"gist":"PixVerse推出视频广告生成器，上线Shopify平台"},{"id":"2026-07-23-tools-01","date":"2026-07-23","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"For one-shot use, upload a single voice recording and…","summary":"ElevenLabs 推出新功能：上传单段人声录音即可用该声音生成一首完整原创歌曲（歌词相同），或从 Vocal Library 中挑选固定声音持续生成歌曲，无需额外设置。适用于角色主题曲、配音角色定制声线等场景。","recommendation":"上传一段人声录音就能用你的声音生成一首完整歌曲，做 AI 短剧和后期配音的可以直接给角色定制主题曲，不用再调音色库。","href":"./2026-07-23.html#item-tools-1","url":"https://x.com/ElevenLabs/status/2079960979530486068","tags":["audio_music","audio_voice","avatar"],"entities":["ElevenLabs"],"gist":"ElevenLabs新功能：上传人声生成完整歌曲"},{"id":"2026-07-23-tools-02","date":"2026-07-23","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Introducing companion mode","summary":"HeyGen 推出 companion mode，将视频制作流程拆解为 AI 代理先提案 5 个方向、再生成故事板、然后绘制草图帧供审核，创作者逐层确认后才进入最终生成。该模式强调「导演式」控制而非一键生成，可通过命令行 `npx hyperframes@latest skills` 体验。","recommendation":"HeyGen 把视频制作拆成「提案-分镜-草图-定稿」四步，编导可以像指挥助理一样逐层把关，做短剧和广告的值得跑一遍看控片效率能提多少。","href":"./2026-07-23.html#item-tools-2","url":"https://x.com/HeyGen/status/2079979510783688953","tags":["agent","storyboard","video_gen"],"entities":["HeyGen"],"gist":"HeyGen推出companion mode，分步提案分镜草图生成"},{"id":"2026-07-23-tools-03","date":"2026-07-23","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Speak your script","summary":"HeyGen 推出 Audio to Video 功能：用户只需上传语音（或直接说话）加一张图片，一次 API 调用即可生成对口型视频。支持同一张图片搭配 100 段不同语音的批量处理，适用于多语言配音、口播视频、短剧批量生成等场景。","recommendation":"HeyGen 把配音和视频生成合成一步 API 调用，做短剧批量配音、多语言版本、口播视频的可以直接接进流水线，省掉先录再对的步骤。","href":"./2026-07-23.html#item-tools-3","url":"https://x.com/HeyGen/status/2080053371986403400","tags":["lipsync","video_gen","audio_voice","avatar"],"entities":["HeyGen"],"gist":"HeyGen Audio to Video：语音加图片生成对口型视频"},{"id":"2026-07-23-tools-04","date":"2026-07-23","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"RT @aimlapi: Yup, a football video","summary":"LumaLabs 宣布从零重建图像生成管线，采用「推理优先、像素其次」的新架构，并发布了一支世界杯主题的足球视频作为能力展示。新架构强调对场景逻辑和物理规律的理解，而非单纯像素拟合。","recommendation":"Luma 把图像生成从底层重写了，先推理再像素，做视觉和美术的可以看看这次出图质感稳不稳。","href":"./2026-07-23.html#item-tools-4","url":"https://x.com/LumaLabsAI/status/2080039027508441553","tags":["image_gen","video_gen","case_study"],"entities":["LumaLabs"],"gist":"Luma重建图像生成管线，发布世界杯足球视频展示"},{"id":"2026-07-23-tools-05","date":"2026-07-23","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"One master shot, recomposed with intent for wherever it…","summary":"LumaLabsAI 官方展示 Reframe 功能：基于一个主镜头（master shot），自动为不同投放渠道（横屏/竖屏/方形等）重新构图，保持画面意图不被裁切破坏。由创作者 Eli Coleman 用 Luma 制作演示。","recommendation":"Luma 的 Reframe 功能演示，一个主镜头自动适配多比例，编导和视觉师不用再手动裁切重构图，做短剧和广告的可以看看实际出片效果。","href":"./2026-07-23.html#item-tools-5","url":"https://x.com/LumaLabsAI/status/2079997907202175147","tags":["video_gen","camera","commercial"],"entities":["Luma"],"gist":"Luma Reframe 自动重构图适配多平台比例"},{"id":"2026-07-23-tools-06","date":"2026-07-23","section":"tools","sectionName":"工具与能力","source":"@heyglif","title":"Watch Glif narrate how it's building a short form version…","summary":"Glif 推出「技能」功能，用户可在聊天界面调用 100+ AI 模型（Flux 到 Seedance）构建内容，完成后可一键锁定为可复用的技能模板。官方演示案例为用「Diorama」风格制作《奥德赛》短版叙事。","recommendation":"Glif 把 AI 工作流做成了可复用的「技能」，从对话到锁定模板一步到位，做短剧和视觉的可以看看怎么把常用管线固化下来。","href":"./2026-07-23.html#item-tools-6","url":"https://x.com/heyglif/status/2079893496119325033","tags":["agent","tutorial","short_drama"],"entities":["Glif","Flux","Seedance"],"gist":"Glif 技能功能将 AI 工作流固化为模板"},{"id":"2026-07-23-tools-07","date":"2026-07-23","section":"tools","sectionName":"工具与能力","source":"@FlowbyGoogle","title":"🚨 Google AI Subscribers: Unlock free generations","summary":"Google Flow 官方宣布，即日起至 8 月 31 日，所有 AI 订阅用户每天可免费获得 50 个 Google Flow 积分，当日有效、不累积。Flow 是 Google 的 AI 工作流编排平台，支持多模型串联、自动化生成管线，免费额度可用于测试和批量生产场景。","recommendation":"Google Flow 每天白送 50 个积分，持续到 8 月底，做 AI 短剧和批量出图的可以趁这波免费额度跑通工作流，省一笔测试成本。","href":"./2026-07-23.html#item-tools-7","url":"https://x.com/FlowbyGoogle/status/2079725936212398305","tags":["agent","cost_open","industry"],"entities":["Google Flow"],"gist":"Google Flow 免费积分活动促进工作流测试"},{"id":"2026-07-23-tools-08","date":"2026-07-23","section":"tools","sectionName":"工具与能力","source":"OpenRouter","title":"OpenRouter 新增音频转写 API，支持 Whisper 与 token 计价 STT 模型","summary":"OpenRouter 新增 POST /api/v1/audio/transcriptions 端点，支持 base64 编码音频输入，返回 JSON 格式文本与用量数据，可使用同一 API key 调用 Whisper 及 token 计价 STT 模型。","recommendation":"OpenRouter 把音频转写做成统一 API 端点，后期和剪辑团队不用再单独接 Whisper 或各家 STT 服务，一条 key 搞定字幕生成，适合集成进自动化剪辑管线。","href":"./2026-07-23.html#item-tools-8","url":"https://openrouter.ai/blog/tutorials/transcription-on-openrouter","tags":["subtitle","editing","agent"],"entities":["OpenRouter","Whisper"],"gist":"OpenRouter 统一音频转写 API 简化字幕生成"},{"id":"2026-07-23-tools-09","date":"2026-07-23","section":"tools","sectionName":"工具与能力","source":"@OpenAIDevs","title":"OpenAI API 平台本周开放硬性消费限额","summary":"OpenAI API 平台本周向所有账户开放硬性消费限额功能，用户可自行设定 API 支出上限，超出后自动停止调用。","recommendation":"OpenAI API 新增硬性消费限额，做 AI 短剧批量生产的团队可以设个预算上限防跑冒，对制片人控制成本有点用。","href":"./2026-07-23.html#item-tools-9","url":"https://x.com/OpenAIDevs/status/2080003710093234666","tags":["industry","cost_open"],"entities":["OpenAI"],"gist":"OpenAI API 硬性消费限额控制成本"},{"id":"2026-07-23-methods-01","date":"2026-07-23","section":"methods","sectionName":"方法与经验","source":"公众号","title":"实测Qwen-Image-3.0：19大场景挑战GPT Image2，中文长文本与多图融合表现亮眼","summary":"Qwen-Image-3.0 上线，支持最高 4.5k token 输入、12 种语言、20 多种字体，以及多图融合、图中图和图片编辑。实测在中文长文本生成、多语言混合排版、UI 设计、多图融合等 19 个场景中文字不崩且信息对应准确，图片质量与 GPT Image 2 相当。国内可直接使用，速度快且价格不贵。","recommendation":"中文长文本生成不崩字、多图融合不乱，做海报和 UI 的可以直接当 GPT Image 2 的平替用起来，国内直连速度快，跑一遍就知道稳不稳。","href":"./2026-07-23.html#item-methods-1","url":"https://mp.weixin.qq.com/s/PnXGmmDYejrHBSpoRBOHkg","tags":["image_gen","prompt","tutorial"],"entities":["Qwen-Image-3.0","GPT Image 2"],"gist":"Qwen-Image-3.0 实测中文长文本与多图融合"},{"id":"2026-07-23-methods-02","date":"2026-07-23","section":"methods","sectionName":"方法与经验","source":"@Kling_ai","title":"可灵 MCP 教程：快速打造电影级 AI 表演","summary":"可灵 AI 官方发布 MCP 教程，演示如何在智能体中通过 MCP 协议构建完整创意工作流，覆盖角色创建、情感设计到批量视频生成，目标是将电影级 AI 表演的制作时间压缩到几分钟内。","recommendation":"可灵官方出的 MCP 教程，从角色创建到批量出片一条龙，做短剧和视觉的可以直接套工作流跑一遍，省掉自己摸索的时间。","href":"./2026-07-23.html#item-methods-2","url":"https://x.com/Kling_ai/status/2079944555718435124","tags":["agent","tutorial","video_gen","short_drama"],"entities":["可灵","MCP"],"gist":"可灵MCP教程构建电影级AI表演工作流"},{"id":"2026-07-23-methods-03","date":"2026-07-23","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"从一个从未存在的摄像机重新拍摄视频 这个 LTX-2.3 IC-LoRA…","summary":"Hugging Apps 发布基于 LTX-2.3 的 IC-LoRA 模型，可从新视角重新渲染真实视频素材，保持相同场景和动作，仅改变摄像机位置。用户通过文字描述（如“远在左侧，更高，更远”）指定新机位，模型即生成对应角度的画面。已在 Hugging Face 上线可试玩空间。","recommendation":"后期和视觉师可以立刻上手试：用一段实拍素材，选个新机位角度，LTX-2.3 就能重新渲染出那个视角的画面。省掉补拍成本，剪辑时改镜头角度有了新玩法。","href":"./2026-07-23.html#item-methods-3","url":"https://x.com/HuggingApps/status/2079955377165418817","tags":["video_gen","camera","control"],"entities":["LTX-2.3","IC-LoRA","Hugging Face"],"gist":"LTX-2.3 IC-LoRA实现新视角重渲染视频"},{"id":"2026-07-23-methods-04","date":"2026-07-23","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"4/The full prompt structure I used “Generate a continuous…","summary":"PixVerse 官方账号分享了一套分镜式 prompt 结构：将视频拆解为 Shot 1/Shot 2 等连续镜头，每个镜头内分别指定时间区间、视觉描述、机位（如低角度/水面高度/晃动）、前景/中景/背景分层、调色方案（冷蓝等）。旨在用单条 prompt 控制多镜头连续视频的镜头语言和视觉一致性。","recommendation":"PixVerse 官方分享的分镜式 prompt 结构，把镜头、景深、调色、前景/中景/背景分层写进一条 prompt 里。做 AI 短剧和视觉开发的可以直接套这个模板跑几轮，看画面控制力能到什么程度。","href":"./2026-07-23.html#item-methods-4","url":"https://x.com/PixVerse_/status/2079990002352808032","tags":["prompt","storyboard","video_gen","consistency"],"entities":["PixVerse"],"gist":"PixVerse分镜式prompt控制多镜头视频"},{"id":"2026-07-23-methods-05","date":"2026-07-23","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"在 Grok Imagine 中指导一个角色的情感真的很有趣。 这四个视频都是同一个场景，唯一变化的是表演…","summary":"创作者 Heavy Pulp 在 Grok Imagine 中测试角色情感控制能力：同一场景、同一角色，仅通过修改表演指令（如愤怒、悲伤、惊讶、平静）生成四个不同情绪版本的 10 秒视频片段。展示了 Grok Imagine 在角色表演微调上的可控性，无需重新构图或换场景即可改变角色情绪表现。","recommendation":"Grok Imagine 的角色情感控制实测，同一个场景只改表演指令出四种情绪版本。做 AI 短剧和编导的可以直接拉片看指令怎么影响表演，省掉反复重绘的试错成本。","href":"./2026-07-23.html#item-methods-5","url":"https://x.com/heavypulp/status/2080007437470302237","tags":["video_gen","performance","control"],"entities":["Grok Imagine"],"gist":"Grok Imagine同场景控制角色情感表演"},{"id":"2026-07-23-methods-06","date":"2026-07-23","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"I used Claude as the director and Higgsfield MCP as the…","summary":"创作者 @CharaspowerAI 分享工作流：用 Claude 分析一段动漫视频的镜头、节奏、构图和视觉语言，再通过 Higgsfield MCP 将分析结果重建到自己的角色（Amazon Queen）上，实现从参考片到新角色的风格迁移与镜头复刻。","recommendation":"用 Claude 当导演拆解镜头语言，再让 Higgsfield MCP 重建画面，做 AI 编导和视觉的可以拉片看这套工作流怎么跑通风格迁移。","href":"./2026-07-23.html#item-methods-6","url":"https://x.com/CharaspowerAI/status/2080025776976810492","tags":["agent","case_study","video_gen"],"entities":["Claude","Higgsfield MCP"],"gist":"Claude导演分析镜头Higgsfield重建风格"},{"id":"2026-07-23-methods-07","date":"2026-07-23","section":"methods","sectionName":"方法与经验","source":"@AYi_AInotes","title":"15秒一镜到底奔跑提示词设计","summary":"X用户「阿易 AI Notes」分享一套15秒一镜到底奔跑提示词设计，严格保持参考人物（东亚女性、绿裙、草帽）一致性，通过镜头犹豫与焦点漂移构建追赶者压迫感。运镜时间线精确到秒：0-3秒起身、3-7秒加速与焦点切换、7-12秒草地奔跑、12-15秒减速回望。同时给出声音空间分层与负面约束（禁止切镜、瞬移变焦等）。","recommendation":"一套精确到秒的15秒一镜到底奔跑提示词模板，连镜头犹豫和焦点漂移都写进去了。做AI短剧和叙事片的可以直接套用改参数，省掉自己试错的时间。","href":"./2026-07-23.html#item-methods-7","url":"https://x.com/AYi_AInotes/status/2079976940576833795","tags":["prompt","camera","consistency","video_gen"],"entities":[],"gist":"15秒一镜到底奔跑提示词设计模板"},{"id":"2026-07-23-methods-08","date":"2026-07-23","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"一张参考图片就是你所需的一切！见 工作流程： @midjourney 8…","summary":"创作者 gen.ericai 分享了一条从单张参考图到 48fps 4K 视频的完整工作流：Midjourney 8.2 预览版生成参考图，配合主体/地点/视觉/摄影机/音乐描述，在 Dreamina Seedance 2.0 中使用时间编码提示（含运镜、构图、动作）生成视频，最后经 Magnific 升格至 48fps 4K。","recommendation":"从一张参考图到4K成片，工作流拆得挺清楚：MJ 8.2出图+Seedance 2.0时间码提示控制运镜+Magnific升格。做AI短剧和视觉的可以直接套这个流程跑一遍，看废片率能压多少。","href":"./2026-07-23.html#item-methods-8","url":"https://x.com/gen_ericai/status/2079886296953008156","tags":["video_gen","image_gen","tutorial","camera","post_fx"],"entities":["Midjourney","Dreamina","Seedance 2.0","Magnific"],"gist":"从单张参考图到4K视频的完整工作流"},{"id":"2026-07-23-methods-09","date":"2026-07-23","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"回来学着搞了一个～ broll 风格的 自动剪辑的 skill～ 全程它使用 /chrome 自己在我的 google…","summary":"个人创作者虎小象分享了一个自动剪辑 skill 的实验：Agent 通过 /chrome 在 Google Flow 上自动操作首尾帧和首图驱动（图片由 Codex 生成），再结合 HyperFrames 完成剪辑。音频因未及时提供中文配音而改用英文。作者自评：从时间消耗和精细度看，当前 skill 暂时替代不了人。","recommendation":"个人实验，用 Agent 在 Google Flow 上自动操作首尾帧和首图驱动，再结合 HyperFrames 做剪辑。做自动化剪辑工作流的可以看看这个思路，但作者自己也说精细度还替代不了人。","href":"./2026-07-23.html#item-methods-9","url":"https://x.com/hx831126/status/2079948419666481286","tags":["agent","editing","video_gen","image_gen","audio_voice"],"entities":["Codex","HyperFrames","Google Flow"],"gist":"Agent自动操作首尾帧并剪辑的skill实验"},{"id":"2026-07-23-methods-10","date":"2026-07-23","section":"methods","sectionName":"方法与经验","source":"@zjp1997720","title":"【开源一个skill，让你的WorkBuddy一键用上GPT、Grok、Gemini】 我之前在 X 上推荐过很多次…","summary":"开发者「智见AI-大鹏」开源了一个 WorkBuddy CLI Model Bridge Skill，基于 CLIProxyAPI 自动检测本地已登录的 CLI Agent（如 Codex、Grok、Google Gemini），拉取模型列表并验证工具调用、图片、推理能力后写入 WorkBuddy，省去手动填 Base URL 和 API Key 的步骤。已跑通 GPT-5.6 SOL/Fast、Grok 4.5、Gemini 3.6 Flash。","recommendation":"个人开发者开源的一个 WorkBuddy 小工具，让本地已付费的 CLI Agent 模型（GPT、Grok、Gemini）直接复用到 WorkBuddy 里，省掉重复积分消耗。搞 AI 工具链整合的可以看一眼，但跟影视创作本身关系不大。","href":"./2026-07-23.html#item-methods-10","url":"https://x.com/zjp1997720/status/2079843010649747678","tags":["agent","cost_open","tutorial"],"entities":["WorkBuddy","CLIProxyAPI","Codex","Grok","Gemini"],"gist":"开源WorkBuddy桥接本地CLI模型工具"},{"id":"2026-07-23-works-01","date":"2026-07-23","section":"cases","sectionName":"作品与案例","source":"@Skywork_ai","title":"One continuous shot","summary":"Skywork 官方发布一镜到底 AI 短片，无剪辑单镜头，展示视频生成模型在长镜头运动下的画面连贯性与稳定性。","recommendation":"Skywork 官方发的一镜到底 demo，视觉师和编导可以点开看看长镜头下的画面稳定性和运动连贯性，判断能不能当短剧的运镜参考。","href":"./2026-07-23.html#item-cases-1","url":"https://x.com/Skywork_ai/status/2079918827106943333","tags":["video_gen","camera","case_study"],"entities":["Skywork"],"gist":"Skywork一镜到底短片展示长镜头连贯性"},{"id":"2026-07-23-works-02","date":"2026-07-23","section":"cases","sectionName":"作品与案例","source":"@op7418","title":"用AI两天250美元做出互动版《奥德赛》","summary":"创作者用 Yoroll 平台，花约 250 美元和 2 天时间，将诺兰电影《奥德赛》改编成 40 分钟可玩的 AI 互动故事，包含分支剧情和玩家选择影响结局。Yoroll 平台提供互动叙事制作能力，结合 AI 编程和视频模型，实现极低成本快速产出互动式内容。","recommendation":"250 美元 2 天做出 40 分钟互动叙事，做短剧和互动内容的可以看看 Yoroll 这个平台怎么跑通分支剧情和低成本出片。","href":"./2026-07-23.html#item-cases-2","url":"https://x.com/op7418/status/2079806155279552963","tags":["film","case_study","cost_open"],"entities":["Yoroll"],"gist":"用Yoroll两天低成本做出互动版奥德赛"},{"id":"2026-07-23-works-03","date":"2026-07-23","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"原来我是假千金，太好了，以后不用装了！！！","summary":"B站UP主「小美追漫记」发布AI短剧《原来我是假千金，太好了，以后不用装了！！！》，51分钟全剧终，含AI生成内容，播放38.6万。假千金题材，非憋屈向爽剧定位，B站短剧频道已上线完整正片。","recommendation":"B站AI短剧，51分钟假千金题材全剧终，播放38万。做AI短剧的可以拉片看长叙事节奏和观众互动反馈，短剧团队直接当竞品分析素材用。","href":"./2026-07-23.html#item-cases-3","url":"https://www.bilibili.com/video/BV12JKb6yEfg","tags":["short_drama","case_study"],"entities":[],"gist":"B站AI短剧假千金全剧终播放38万"},{"id":"2026-07-23-works-04","date":"2026-07-23","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"A dancer, a green stage, a performance full of grief","summary":"LumaLabsAI 官方发布 AI 短片，由创作者 Dinda Prasetyo 使用 Luma 制作。短片以舞者与绿色舞台开场，表现悲伤情绪，随后舞台消失、雪景切入，完成场景转换。作品侧重情绪氛围与视觉节奏，属于 Luma 官方用例展示。","recommendation":"Luma 官方号发的 AI 短片 demo，情绪和视觉氛围是看点，编导和视觉师可以拉片看镜头调度和场景转换的处理方式。","href":"./2026-07-23.html#item-cases-4","url":"https://x.com/LumaLabsAI/status/2079899268492743050","tags":["case_study","film","performance","camera"],"entities":["Luma"],"gist":"Luma官方AI短片展示舞者情绪与场景转换"},{"id":"2026-07-23-works-05","date":"2026-07-23","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"〖白洁〗 第五集","summary":"B 站 UP 主「寂夜漫剧」AI 漫剧系列《白洁》第五集，2026-07-20 发布，播放 6.1 万，标注含 AI 生成内容。该系列为 AI 短剧连载，验证了个人创作者用 AI 工具进行系列化叙事产出的可行性。","recommendation":"AI 漫剧系列第五集，B 站 6 万播放验证了 AI 短剧的持续产出能力。做 AI 短剧的可以拉片看系列化叙事和角色一致性处理，尤其是多集连载的视觉稳定性。","href":"./2026-07-23.html#item-cases-5","url":"https://www.bilibili.com/video/BV1VFKm6gEKU","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI漫剧第五集验证系列化叙事与角色一致性"},{"id":"2026-07-24-industry-01","date":"2026-07-24","section":"industry","sectionName":"行业与平台","source":"@robrombach","title":"https:// bfl.ai/blog/flux-3 27 38 327 2.3万","summary":"Black Forest Labs 创始人 Robin Rombach 官宣 Flux 3 模型正式发布，官方博客已上线。Flux 系列是当前 AI 图像生成领域的主流模型之一，新版本在图像质量、风格一致性和生成稳定性上预计有显著提升，具体技术细节和参数需查看官方博客。","recommendation":"Flux 3 正式发布，Black Forest Labs 创始人 Robin Rombach 亲自官宣。做 AI 视觉和短剧的这周必须实测，图像生成质量又升了一档，出片废片率大概率能降。","href":"./2026-07-24.html#item-industry-1","url":"https://x.com/robrombach/status/2080311119122444494","tags":["image_gen","cost_open"],"entities":["Flux 3"],"gist":"Flux 3正式发布，图像质量与一致性提升"},{"id":"2026-07-24-industry-02","date":"2026-07-24","section":"industry","sectionName":"行业与平台","source":"@runwayml","title":"Introducing Runway Media Router","summary":"Runway 发布 Media Router，首个面向生成媒体的偏好优化路由工具。用户只需设定一次偏好（成本、质量或延迟），路由自动为每次请求选择最合适的视频、图像或音频模型，无需手动指定。适用于批量出片、多模型工作流编排等场景，降低人工调参和模型选择成本。","recommendation":"Runway 出了个生成媒体路由，不用再给每个任务手选模型，设好成本/质量/延迟偏好自动匹配。做批量出片和工具链集成的可以直接接 API 跑一周，省掉不少人工调参时间。","href":"./2026-07-24.html#item-industry-2","url":"https://x.com/runwayml/status/2080343130780655635","tags":["agent","cost_open","video_gen","image_gen","audio_voice"],"entities":["Runway Media Router"],"gist":"Runway发布媒体路由，自动选择生成模型"},{"id":"2026-07-24-industry-03","date":"2026-07-24","section":"industry","sectionName":"行业与平台","source":"X 关注流","title":"AI 电影制作刚刚迎来了它的 Blender 时刻。 Flick 刚刚发布了 3D Stage…","summary":"Flick 发布 3D Stage，一个 AI 代理驱动的 3D 场景搭建工具，内置于 AI 视频工作流中。用户无需学习 Blender，通过 AI 代理即可完成场景搭建、摄像机运动和镜头调度，输出 Blender 级质量的结果，目前免费使用。","recommendation":"Flick 把 Blender 级别的 3D 场景搭建能力塞进 AI 视频工作流，还不用学软件。编导和短剧团队可以直接在 3D 空间里摆机位、走调度，出片效率能提一档。","href":"./2026-07-24.html#item-industry-3","url":"https://x.com/minchoi/status/2080339866336845966","tags":["three_d","agent","camera","tutorial"],"entities":["Flick 3D Stage"],"gist":"Flick发布AI代理驱动的3D场景搭建工具"},{"id":"2026-07-24-industry-04","date":"2026-07-24","section":"industry","sectionName":"行业与平台","source":"@testingcatalog","title":"微软发布 MAI-Image-2.5-Pro 和 MAI-Voice-2-Flash 公开预览","summary":"微软发布 MAI-Image-2.5-Pro 和 MAI-Voice-2-Flash 公开预览。MAI-Image-2.5-Pro 定位为当前最高保真度图像模型，定价为文本输入每百万 token $5、图像输入每百万 token $8、图像输出每百万 token $106。MAI-Voice-2-Flash 为语音模型，具体能力细节未公开。","recommendation":"微软把最高保真度的图像模型和语音模型都放进了公开预览，做视觉和后期配音的可以接 API 测一周，看图像输出质量和语音合成效果能不能直接进管线。","href":"./2026-07-24.html#item-industry-4","url":"https://x.com/testingcatalog/status/2080360047788384516","tags":["image_gen","audio_voice","cost_open"],"entities":["MAI-Image-2.5-Pro","MAI-Voice-2-Flash"],"gist":"微软发布图像与语音模型公开预览"},{"id":"2026-07-24-industry-05","date":"2026-07-24","section":"industry","sectionName":"行业与平台","source":"MarkTechPost","title":"Andrew Ng 发布 OpenWorker：开源本地优先桌面 AI 智能体，直接交付成品而非对话","summary":"Andrew Ng 发布 MIT 许可的开源桌面 AI 智能体 OpenWorker，核心能力是直接交付完成的文档、更新后的日历等成品文件，而非对话回复。架构为 Tauri 2 + React 外壳下的本地 Python FastAPI 服务器，支持用户自带密钥接入 30 种精选模型及本地 Ollama。","recommendation":"吴恩达开源了一个桌面 AI 智能体，核心是直接交付成品文件而不是跟你聊天。做 AI 短剧和后期整合的可以接进自己的自动化管线，省掉人工中转环节。","href":"./2026-07-24.html#item-industry-5","url":"https://www.marktechpost.com/2026/07/23/andrew-ng-just-released-openworker-an-open-source-local-first-desktop-ai-coworker-that-returns-finished-deliverables-instead-of-chat","tags":["agent","cost_open","industry"],"entities":["OpenWorker","Ollama"],"gist":"吴恩达开源桌面AI智能体OpenWorker直接交付成品文件"},{"id":"2026-07-24-industry-06","date":"2026-07-24","section":"industry","sectionName":"行业与平台","source":"@deedydas","title":"AI短剧成美国娱乐应用新势力","summary":"投资人 Deedy Das 发推指出，美国娱乐应用 Top 50 中有 12 款属于 AI 短剧类（每集 30-60 秒的 AI 生成节目），全球月活跃用户超 2.5 亿，发行商大多来自中国，用户 70% 为女性。","recommendation":"美国娱乐 App 前 50 里 12 款是 AI 短剧，全球月活超 2.5 亿，发行商大多来自中国。做短剧的制片人和编导应该看看这个赛道已经长到多大了。","href":"./2026-07-24.html#item-industry-6","url":"https://x.com/deedydas/status/2080160582913958175","tags":["short_drama","industry","case_study"],"entities":[],"gist":"AI短剧在美国娱乐应用市场快速增长"},{"id":"2026-07-24-industry-07","date":"2026-07-24","section":"industry","sectionName":"行业与平台","source":"@testingcatalog","title":"Sonilo 发布 Sound Effects 1.0 视频原生音频模型","summary":"Sonilo 推出 Sound Effects 1.0，视频原生音频模型，能读取画面运动、场景和节奏生成同步音效。支持无需提示词的自动视频转音效，以及从文字描述生成独立音频。在对比基准测试中，音乐和音效均超越领先模型。","recommendation":"视频原生音频模型，能读画面运动自动生成同步音效，后期和短剧团队可以接 API 测一周，看废片率降多少。","href":"./2026-07-24.html#item-industry-7","url":"https://x.com/testingcatalog/status/2080415397866606809","tags":["audio_sfx","video_gen","audio_music"],"entities":["Sonilo"],"gist":"Sonilo发布视频原生音效生成模型Sound Effects 1.0"},{"id":"2026-07-24-industry-08","date":"2026-07-24","section":"industry","sectionName":"行业与平台","source":"@Khazix0918","title":"北京发布智能体新政，10条措施布局Agent经济","summary":"北京市发布《关于加快智能体引领发展的若干措施》，共10条，将 Harness Engineering（驾驭层工程）、Token 经济、AIP 等概念写入正式政策。文件强调提升基础模型“实际任务完成能力”，强化上下文管理、长期记忆、多Agent编排等底层技术，并推动智能体原生应用、终端融合（手机/眼镜/机器人）及“芯模云端用”协同发展。","recommendation":"北京把 Harness Engineering、Token 经济这些前沿概念写进正式政策，做 AI 工具链和 Agent 集成的可以看看政策风向，判断哪些方向会有资源倾斜。","href":"./2026-07-24.html#item-industry-8","url":"https://x.com/Khazix0918/status/2080198896513663402","tags":["agent","industry"],"entities":[],"gist":"北京发布智能体新政布局Agent经济"},{"id":"2026-07-24-industry-09","date":"2026-07-24","section":"industry","sectionName":"行业与平台","source":"@testingcatalog","title":"Claude Opus/Sonnet 即将登陆语音模式","summary":"据 TestingCatalog 爆料，Anthropic 即将为 Claude 语音模式上线 Opus 和 Sonnet 模型。新模型选择器已在 UI 中隐藏约三周，默认使用 Haiku，现已更新为通过 Opus 和 Sonnet 响应。系统仍基于 TTS，但能处理中断并支持 Connectors，工具访问范围更广，能力超越 ChatGPT 当前方案，高推理任务的使用成本可能较高。","recommendation":"Claude 语音模式即将支持 Opus/Sonnet 模型，中断处理和工具调用能力比 ChatGPT 更强。做 AI 配音和虚拟角色对话的可以关注上线后实测延迟和自然度。","href":"./2026-07-24.html#item-industry-9","url":"https://x.com/testingcatalog/status/2080083191830888807","tags":["audio_voice","agent"],"entities":["Claude","Opus","Sonnet","Haiku"],"gist":"Claude语音模式将支持Opus和Sonnet模型"},{"id":"2026-07-24-industry-10","date":"2026-07-24","section":"industry","sectionName":"行业与平台","source":"Hacker News 热门","title":"Palmier Pro：专为 AI 打造的开源 macOS 视频编辑器","summary":"Palmier Pro 是一款开源的 macOS 视频编辑器，专为 AI 工作流设计，支持时间轴编辑，集成 AI 功能用于加速剪辑、生成字幕或处理素材。项目已在 GitHub 发布，面向开发者和视频创作者开放。","recommendation":"开源 macOS 原生 AI 视频编辑器，后期和整合者可以装起来跑一遍，看 AI 字幕和素材处理能不能塞进现有剪辑管线。","href":"./2026-07-24.html#item-industry-10","url":"https://github.com/palmier-io/palmier-pro","tags":["editing","subtitle","cost_open"],"entities":["Palmier Pro"],"gist":"开源macOS视频编辑器Palmier Pro专为AI工作流设计"},{"id":"2026-07-24-tools-01","date":"2026-07-24","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"HyperFrames -> Video Agent","summary":"HeyGen 将旗下 HTML 动效框架 HyperFrames 集成至视频 Agent 中，用户只需输入提示词，Agent 即可自动生成包含数字人、图形动画、字幕和音乐的完整视频，支持无限自定义修改。该功能将动效模板与 AI 视频生成管线打通，降低了多元素合成视频的制作门槛。","recommendation":"HeyGen 把 HTML 动效框架塞进视频 Agent，一句话生成带数字人、图形、字幕、音乐的完整视频。做短剧和广告片的可以直接用这个管线批量出片，省掉后期拼合环节。","href":"./2026-07-24.html#item-tools-1","url":"https://x.com/HeyGen/status/2080337241881387107","tags":["agent","video_gen","avatar","subtitle","audio_music"],"entities":["HeyGen","HyperFrames"],"gist":"HeyGen集成动效框架，一句话生成完整视频"},{"id":"2026-07-24-tools-02","date":"2026-07-24","section":"tools","sectionName":"工具与能力","source":"@OpenAI","title":"ChatGPT Voice is now in the desktop app","summary":"OpenAI 将 ChatGPT Voice 语音交互功能集成至桌面端应用，基于 GPT-Live 模型驱动，支持用户通过语音同时控制电脑、调度 ChatGPT Work 或 Codex 中的多个 Agent 协同工作，具备实时语音对话与任务协调能力。今日起全球逐步推送。","recommendation":"ChatGPT 桌面端语音上线，能同时说话、听指令、调度多个 Agent 干活。做 AI 后期和工具链整合的可以接上试试，看能不能用语音串起剪辑/转写/发布流程。","href":"./2026-07-24.html#item-tools-2","url":"https://x.com/OpenAI/status/2080378182469857576","tags":["agent","audio_voice"],"entities":["ChatGPT Voice","GPT-Live","ChatGPT Work","Codex"],"gist":"ChatGPT桌面端语音控制多Agent协同"},{"id":"2026-07-24-tools-03","date":"2026-07-24","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"One video, one language","summary":"HeyGen 推出 Video Translation API，支持将一条视频批量翻译并生成 10 个本地化语种版本，宣称 24 小时内完成全渠道分发。提供 API 接口和批量处理入口，适用于多语种内容出海、短剧本地化、MCN 多语种分发等场景。","recommendation":"HeyGen 把视频翻译做成批量 API 了，一条原片 24 小时内出 10 个语种版本。做短剧出海和 MCN 多语种分发的可以直接接 API 跑一轮，省掉人工配音和字幕重做的时间。","href":"./2026-07-24.html#item-tools-3","url":"https://x.com/HeyGen/status/2080376482938208404","tags":["subtitle","audio_voice","industry"],"entities":["HeyGen"],"gist":"HeyGen视频翻译API批量生成多语种版本"},{"id":"2026-07-24-tools-04","date":"2026-07-24","section":"tools","sectionName":"工具与能力","source":"@LeonardoAi","title":"The right sound changes everything","summary":"Leonardo 宣布将 ElevenLabs 的音乐、人声和音效能力集成至其 AI 创作平台 Leo 中，用户可在生成视觉内容的同时直接添加音频，无需切换工具。该功能旨在让项目在视觉和听觉上同步完成，提升创作效率。","recommendation":"Leonardo 把 ElevenLabs 的音频能力直接塞进自家生成工具里，做 AI 短剧和动画的可以省掉后期配音对轨的步骤，出片效率能提一档。","href":"./2026-07-24.html#item-tools-4","url":"https://x.com/LeonardoAi/status/2080231662869156125","tags":["audio_music","audio_sfx","audio_voice","image_gen"],"entities":["Leonardo","ElevenLabs","Leo"],"gist":"Leonardo集成ElevenLabs音频能力"},{"id":"2026-07-24-tools-05","date":"2026-07-24","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"阿里Qwen TTS模型上线OpenRouter","summary":"阿里 Qwen-Audio-3.0-TTS 的 Flash 和 Plus 两个版本已在 OpenRouter 上线，支持 16 种语言，可通过【gasp】【giggles】【angry】等内联提示词控制语气和情感，实现更自然的语音合成。","recommendation":"阿里 Qwen TTS 上线 OpenRouter，支持 16 种语言和情感内联指令，做 AI 配音和后期声音的可以直接接 API 测一周，看自然度和可控性够不够进管线。","href":"./2026-07-24.html#item-tools-5","url":"https://x.com/OpenRouter/status/2080367428065009708","tags":["audio_voice","cost_open"],"entities":["Qwen-Audio-3.0-TTS","OpenRouter"],"gist":"阿里Qwen TTS上线OpenRouter支持多语言"},{"id":"2026-07-24-tools-06","date":"2026-07-24","section":"tools","sectionName":"工具与能力","source":"@FishAudio","title":"With Fish Audio’s Voice Design, turn your ideas into…","summary":"Fish Audio 推出 Voice Design 功能，用户可通过文字描述快速生成独特、富有表现力的语音，无需复杂参数调整。该功能面向 TTS 场景，适用于角色配音、虚拟人声等创作需求。","recommendation":"Fish Audio 的语音设计功能，从想法到独特人声只需几秒。做配音、短剧角色声音的后期和编导可以上手试试，看能不能替代传统调参流程。","href":"./2026-07-24.html#item-tools-6","url":"https://x.com/FishAudio/status/2080293268227547613","tags":["audio_voice","avatar"],"entities":["Fish Audio"],"gist":"Fish Audio语音设计快速生成独特人声"},{"id":"2026-07-24-tools-07","date":"2026-07-24","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"Deepgram 两款音频模型上线 OpenRouter","summary":"OpenRouter 上线 Deepgram 两款音频模型：Nova-3 用于语音转文字（支持单语和多语转录），Aura-2 用于文字转语音（支持多语言语音库）。创作者可通过 OpenRouter API 直接调用，无需单独对接 Deepgram。","recommendation":"Deepgram 的 Nova-3 和 Aura-2 上了 OpenRouter，做 AI 配音和字幕的可以直接调 API 用，不用单独接 Deepgram 了。","href":"./2026-07-24.html#item-tools-7","url":"https://x.com/OpenRouter/status/2080276779844178128","tags":["audio_voice","subtitle","cost_open"],"entities":["Deepgram","Nova-3","Aura-2","OpenRouter"],"gist":"Deepgram音频模型上线OpenRouter，支持转录和语音合成"},{"id":"2026-07-24-tools-08","date":"2026-07-24","section":"tools","sectionName":"工具与能力","source":"Hugging Face","title":"Bringing Nunchaku 4-bit Diffusion Inference to Diffusers","summary":"Hugging Face 将 Nunchaku 4-bit 扩散推理引擎集成至 Diffusers 库，基于 SVDQuant 方法实现 W4A4（4-bit 权重和激活）推理，相比 BF16 精度可大幅降低显存占用（从 20-30GB 降至消费级显卡可用），同时加速去噪循环。此前需单独使用 Nunchaku 库，现可直接在 Diffusers 生态内加载量化检查点。","recommendation":"Hugging Face 把 Nunchaku 的 4-bit 推理引擎直接集成进 Diffusers 了，跑大模型显存需求从 20-30GB 降到消费级显卡也能跑。做技术整合的可以接进来测推理速度和出图质量。","href":"./2026-07-24.html#item-tools-8","url":"https://huggingface.co/blog/nunchaku-diffusers","tags":["cost_open","image_gen","tutorial"],"entities":["Nunchaku","Diffusers","Hugging Face"],"gist":"Nunchaku 4-bit推理集成Diffusers，降低显存需求"},{"id":"2026-07-24-methods-01","date":"2026-07-24","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"Seedance 2.0 故事板的力量 → 从单一生成中获得多个镜头 → 贯穿每个剪辑的角色一致性 →…","summary":"Magnific 官方发布 Seedance 2.0 故事板功能演示：从单一生成中获得多个镜头，角色一致性贯穿每个剪辑，并展示复古水墨风格从头到尾的完整效果。附完整 prompt（\"Retro cinematic anime, 1990s hand-painted cel animation, legendary samurai duel, old manga aesthetic.\"）。","recommendation":"Magnific 官方演示 Seedance 2.0 故事板功能：单次生成出多镜头、角色跨剪辑一致、复古水墨风格从头到尾。做 AI 短剧和视觉开发的可以直接套这个工作流跑一遍，看角色一致性在长叙事里稳不稳。","href":"./2026-07-24.html#item-methods-1","url":"https://x.com/magnific/status/2080358566012289355","tags":["video_gen","consistency","storyboard","animation"],"entities":["Seedance 2.0","Magnific"],"gist":"Seedance 2.0故事板功能实现多镜头和角色一致性"},{"id":"2026-07-24-methods-02","date":"2026-07-24","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"5/Key techniques that made it look pro","summary":"PixVerse 官方账号分享 5 个让 AI 视频看起来更专业的关键技巧：用精确时间码（0-1.2s、1.2-2.5s 等）控制剪辑节奏；重复主角描述词（如“Black male protagonist”）保持面部和服装一致性；给出精确的生物规格描述（30 米海蛇、黄色竖瞳、18 米巨齿鲨等）。","recommendation":"PixVerse 官方拆解了 5 个让 AI 视频看起来更专业的技巧，从时间码控节奏到角色描述词保持一致性，做 AI 短剧和视觉的可以直接套用这套 prompt 写法。","href":"./2026-07-24.html#item-methods-2","url":"https://x.com/PixVerse_/status/2079990014239461875","tags":["prompt","video_gen","consistency","editing"],"entities":["PixVerse"],"gist":"PixVerse分享5个提升AI视频专业度的技巧"},{"id":"2026-07-24-methods-03","date":"2026-07-24","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"另一个 FLUX 3 早期访问测试。 第一人称 GoPro 镜头，驾驶巨型机甲用剑与怪兽战斗，然后用西雅图太空针塔击打它…","summary":"创作者 Christopher Fryant 分享 FLUX 3 早期访问测试片段：第一人称 GoPro 视角，驾驶巨型机甲用剑与怪兽战斗，并用西雅图太空针塔击打怪兽。输出时长 20 秒，展示了 FLUX 3 在动态运镜、复杂场景和物理交互方面的生成能力。","recommendation":"FLUX 3 早期测试片段，20 秒输出，第一人称机甲打怪兽的 GoPro 风格镜头。视觉师和编导可以看看这个模型在动态运镜和复杂场景生成上的表现力，跑一遍就知道质感到哪了。","href":"./2026-07-24.html#item-methods-3","url":"https://x.com/cfryant/status/2080379186783379947","tags":["video_gen","camera","film"],"entities":["FLUX 3","bfl_ai"],"gist":"FLUX 3早期测试展示第一人称机甲战斗场景"},{"id":"2026-07-24-methods-04","date":"2026-07-24","section":"methods","sectionName":"方法与经验","source":"@LumaLabsAI","title":"RT @DreamLabLA: This is how it was actually made","summary":"LumaLabsAI 转发 DreamLabLA 的幕后制作拆解，展示艺术家 Bryan Soegondo 的 AI 短片《LaCrimosa》前期筹备过程，重点在预制作阶段如何搭建视觉基础。","recommendation":"Luma 官号转发的幕后拆解，看艺术家 Bryan Soegondo 怎么做《LaCrimosa》的前期筹备。做 AI 短片的可以拉片学他的分镜和视觉开发流程。","href":"./2026-07-24.html#item-methods-4","url":"https://x.com/LumaLabsAI/status/2080421046784507988","tags":["case_study","storyboard","art_design"],"entities":["LumaLabsAI","DreamLabLA","LaCrimosa"],"gist":"AI短片《LaCrimosa》前期筹备幕后拆解"},{"id":"2026-07-24-methods-05","date":"2026-07-24","section":"methods","sectionName":"方法与经验","source":"Ethan Mollick","title":"Ethan Mollick 发布 2026 夏季版 AI 工具选择指南","summary":"沃顿商学院教授 Ethan Mollick 发布 2026 夏季版 AI 工具选择指南，按任务类型推荐模型：复杂写作首选 Claude，编程首选 Claude Code，深度研究推荐 Gemini，创意生成推荐 Midjourney 或 Sora。指南强调无通用最佳模型，应依任务选择工具。","recommendation":"沃顿教授按任务场景推荐模型，复杂写作、编程、深度研究、创意生成各有首选。做 AI 整合和工具选型的可以当参考框架，不用自己挨个试错。","href":"./2026-07-24.html#item-methods-5","url":"https://www.oneusefulthing.org/p/an-opinionated-guide-to-which-ai-b22","tags":["tutorial","agent","industry"],"entities":["Claude","Claude Code","Gemini","Midjourney","Sora"],"gist":"沃顿教授按任务推荐AI工具选型指南"},{"id":"2026-07-24-methods-06","date":"2026-07-24","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"Seedream Pro 5.0 外观测试，用于我计划的一个短片 Pro 5…","summary":"创作者 Roope Rainisto 分享 Seedream Pro 5.0 的外观测试图，用于其计划中的短片。他认为该版本在提示理解和视觉质量上表现不错，在某些场景下可替代 gpt-image-2 和 Nano Banana。","recommendation":"视觉师和编导可以看看 Seedream Pro 5.0 现在的出图质感，当个备选工具参考。","href":"./2026-07-24.html#item-methods-6","url":"https://x.com/rainisto/status/2080345428399141136","tags":["image_gen","case_study"],"entities":["Seedream Pro 5.0","gpt-image-2","Nano Banana"],"gist":"Seedream Pro 5.0外观测试用于短片"},{"id":"2026-07-24-methods-07","date":"2026-07-24","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"I watched this three times. No director shoots a chase…","summary":"创作者 Voyz 用 AI 工具生成了一段 19 秒的一镜到底追车戏，输入仅为「大楼内持枪男子，箭头标注 1→2→3→4」的极简提示词，AI 自动完成从室内跑出到街上的连续镜头，无剪辑点。展示了 AI 在长镜头运动逻辑和空间连贯性上的能力。","recommendation":"19 秒 AI 生成一镜到底追车戏，编导和短剧团队可以拉片看镜头连贯性和运动逻辑，当个灵感 demo 收藏。","href":"./2026-07-24.html#item-methods-7","url":"https://x.com/voyzlab/status/2080363571062399456","tags":["video_gen","camera","case_study"],"entities":[],"gist":"AI生成19秒一镜到底追车戏展示"},{"id":"2026-07-24-methods-08","date":"2026-07-24","section":"methods","sectionName":"方法与经验","source":"@gengdaJ","title":"焚决​ Codex里面免费用Grok批量抓取X热帖升级版——搭配飞书多维表格使用，我的选题库搭建已经臻至化境了…","summary":"博主「逸尘」分享了一套工作流：在 Codex 中让 Grok 模型搜索 24h 内 20 条 AI 热帖，再调用飞书 CLI 自动保存到飞书多维表格，固定了推文链接、作者、内容简介、标签、爆点、推荐二创内容六个字段。提示词已公开，可一键复刻。","recommendation":"用 Codex 里的 Grok 模型批量抓 X 热帖，再自动存进飞书多维表格，做选题库的可以直接抄提示词跑一遍。","href":"./2026-07-24.html#item-methods-8","url":"https://x.com/gengdaJ/status/2080210027210805326","tags":["agent","ideation","tutorial"],"entities":["Codex","Grok","飞书"],"gist":"用Codex和Grok批量抓热帖建选题库"},{"id":"2026-07-24-works-01","date":"2026-07-24","section":"cases","sectionName":"作品与案例","source":"@testingcatalog","title":"Dreamina Seedance 2.0 4K 生成 13 分钟科幻短片","summary":"导演尼尔·布洛姆坎普用Dreamina Seedance 2.0 4K纯文本生成了13分钟科幻恐怖短片《Nightborne》，以伪纪录片形式呈现，每帧均由提示词驱动，使用了32人的授权肖像与声音。布洛姆坎普称这是长片测试，并预期Seedance 2.5将带来质的飞跃。","recommendation":"尼尔·布洛姆坎普用纯文本提示词驱动整部13分钟短片，32人授权肖像与声音，做AI长片和短剧的可以直接拉片看叙事节奏和角色一致性处理。","href":"./2026-07-24.html#item-cases-1","url":"https://x.com/testingcatalog/status/2080218848087679199","tags":["video_gen","film","consistency"],"entities":["Dreamina","Seedance 2.0"],"gist":"Seedance 2.0生成13分钟科幻短片"},{"id":"2026-07-24-works-02","date":"2026-07-24","section":"cases","sectionName":"作品与案例","source":"@alibaba_cloud","title":"阿里云WAIC AI视频创作赛获奖作品发布","summary":"阿里云在 WAIC 期间主办 AI 视频创作者马拉松，公布首个获奖作品，完全使用其自研 AI 视频生成模型 Happyhorse 制作。官方强调该短片在角色一致性和画面细节上表现突出，作为国产模型在叙事场景的落地案例。","recommendation":"阿里云自家视频模型 Happyhorse 的 WAIC 马拉松获奖短片，做 AI 短剧的可以拉片看角色一致性和细节表现，验证国产模型在叙事场景的落地水平。","href":"./2026-07-24.html#item-cases-2","url":"https://x.com/alibaba_cloud/status/2080226902942630348","tags":["video_gen","case_study","consistency"],"entities":["Happyhorse"],"gist":"阿里云Happyhorse模型获奖短片展示"},{"id":"2026-07-24-works-03","date":"2026-07-24","section":"cases","sectionName":"作品与案例","source":"@op7418","title":"Kimi K3 复刻知名动效视频，还原度极高","summary":"HyperFrame 团队用 Kimi K3 复刻了一个知名动效设计师团队的标志性动效视频，还原度极高。该动效团队风格独特、制作难度大，此前曾声称 Kimi K3 无法完成此类视频。HyperFrame 团队后续还发布了复刻过程解析。","recommendation":"Kimi K3 被拿来硬刚知名动效团队的标志性视频，还原度还很高，视觉师和后期可以直接拉片看动效细节和风格一致性处理水平。","href":"./2026-07-24.html#item-cases-3","url":"https://x.com/op7418/status/2080290098109919735","tags":["animation","case_study","consistency"],"entities":["Kimi K3"],"gist":"Kimi K3复刻知名动效视频，还原度高"},{"id":"2026-07-24-works-04","date":"2026-07-24","section":"cases","sectionName":"作品与案例","source":"@LumaLabsAI","title":"A whole cast that acts like it existed long before you got…","summary":"LumaLabsAI 官方发布创作者 Joana Haars 的 AI 短片，主题聚焦角色群像，强调角色在叙事中的独立存在感。短片使用 Luma 工具制作，具体工作流未公开。","recommendation":"Luma 官方发的 AI 短片，角色群像感强，做 AI 短剧和视觉的可以拉片看角色一致性和群戏调度。","href":"./2026-07-24.html#item-cases-4","url":"https://x.com/LumaLabsAI/status/2080333367523078232","tags":["film","case_study","consistency"],"entities":["Luma"],"gist":"Luma官方AI短片聚焦角色群像"},{"id":"2026-07-25-industry-01","date":"2026-07-25","section":"industry","sectionName":"行业与平台","source":"公众号","title":"Claude Opus 5 发布，以一半价格逼近 Fable 5","summary":"Anthropic 发布 Claude Opus 5，支持 100 万上下文，知识截止至 2026 年 5 月，已全量上线。ARC-AGI-3 得分 30.2%，接近 GPT-5.6 Sol（7.8%）的四倍；输入每百万 Token 5 美元、输出每百万 Token 25 美元，价格同 Opus 4.8，仅为 Fable 5 的一半。","recommendation":"Claude Opus 5 以一半价格达到 Fable 5 级别的性能，ARC-AGI-3 得分 30.2% 直逼 GPT-5.6 Sol。做 AI 剧本和 Agent 工具的团队直接接 API 测适配，成本可能降一半。","href":"./2026-07-25.html#item-industry-1","url":"https://mp.weixin.qq.com/s/vkm3VcgfKyqPijfxydNtgQ","tags":["agent","cost_open","script"],"entities":["Claude Opus 5","Fable 5","GPT-5.6 Sol"],"gist":"Claude Opus 5发布，性能接近Fable 5且价格减半"},{"id":"2026-07-25-industry-02","date":"2026-07-25","section":"industry","sectionName":"行业与平台","source":"@midjourney","title":"We're releasing V8","summary":"Midjourney 发布 V8.2 模型并设为默认，改进集中在美学、个性化和图像质量，新风格更创意、大胆、锐利、新鲜，个性化效果显著增强。对 AI 视觉创作者，可直接更新体验新风格在概念图和角色设计中的表现；对影视前期团队，可评估其在风格参考和美术定调上的适用性。","recommendation":"Midjourney V8.2 今日上线并设为默认模型，美学和个性化显著提升，风格更锐利大胆。做视觉概念和角色设计的直接上手测风格表现，前期团队可当新参考工具。","href":"./2026-07-25.html#item-industry-2","url":"https://x.com/midjourney/status/2080781271043911807","tags":["image_gen","art_design"],"entities":["Midjourney"],"gist":"Midjourney V8.2发布，美学和个性化提升"},{"id":"2026-07-25-industry-03","date":"2026-07-25","section":"industry","sectionName":"行业与平台","source":"@PixVerse_","title":"Wanna turn any song into a music video","summary":"PixVerse 上线 VibeMV 功能，支持上传任意歌曲一键生成完整音乐视频，提供 15 种风格，具备角色一致性与唇同步歌词，无需拍摄或剪辑。官方同时推出关注转发获 150 积分的限时活动。","recommendation":"PixVerse 把音乐视频生成做成了一键工具，上传歌曲、选风格、出片，带角色一致性和唇同步。做 MV 和短视频的可以直接上手试，15 种风格覆盖主流调性，省掉拍摄和后期环节。","href":"./2026-07-25.html#item-industry-3","url":"https://x.com/PixVerse_/status/2080503284733968552","tags":["mv","video_gen","lipsync","consistency"],"entities":["PixVerse"],"gist":"PixVerse VibeMV一键生成音乐视频"},{"id":"2026-07-25-industry-04","date":"2026-07-25","section":"industry","sectionName":"行业与平台","source":"@rohanpaul_ai","title":"Higgsfield 超级计算机让 Claude 直接操作 After Effects 实时项目","summary":"Higgsfield 推出新“超级计算机”功能，通过 MCP 协议让 Claude 直接读取并修改 Adobe After Effects 实时项目，支持图层、关键帧、效果和表达式操作。用户描述任务后，Claude 自动编写 ExtendScript 或生成可编辑的表达式，所有操作在 Claude 内通过 Higgsfield MCP 执行。","recommendation":"后期团队可以躺平了：用自然语言让 Claude 直接改 AE 图层、关键帧和表达式，不用手动写脚本。做后期和技术整合的，现在就去试 Higgsfield MCP，看实际出片稳不稳。","href":"./2026-07-25.html#item-industry-4","url":"https://x.com/rohanpaul_ai/status/2080531177677742583","tags":["agent","post_fx","tutorial"],"entities":["Higgsfield","Claude","After Effects"],"gist":"Higgsfield让Claude操作AE实时项目"},{"id":"2026-07-25-industry-05","date":"2026-07-25","section":"industry","sectionName":"行业与平台","source":"@berryxia","title":"Google 发布可微分 3D 头部模型 gmn，CPU 即可运行","summary":"Google 发布可微分 3D 头部模型 gmn，参数化设计，支持精细控制所有面部动作和表情，无需 GPU 在 CPU 上即可运行。模型已在 Hugging Face 提供交互式 demo，可微分特性使其能无缝接入神经网络训练，用于表情迁移、逆向渲染等任务。","recommendation":"Google 开源了一套可微分 3D 头部模型，所有面部动作和表情都能精细实时控制，CPU 就能跑通。搞角色动画、面部驱动或表情迁移的，直接上 HuggingFace 试交互 demo。","href":"./2026-07-25.html#item-industry-5","url":"https://x.com/berryxia/status/2080675463966674949","tags":["three_d","animation","performance","control"],"entities":["gmn","Hugging Face"],"gist":"Google发布可微分3D头部模型gmn，支持精细面部控制"},{"id":"2026-07-25-industry-06","date":"2026-07-25","section":"industry","sectionName":"行业与平台","source":"@alibaba_cloud","title":"阿里云Qwen-Audio-3.0-TTS上线OpenRouter","summary":"阿里云发布Qwen-Audio-3.0-TTS模型，已上线OpenRouter平台，开发者可通过API直接调用，适用于AI配音、有声内容生成等场景，降低TTS部署门槛。","recommendation":"阿里云最新TTS模型上线OpenRouter，做AI配音和有声书的可以直接接API测一听，省掉本地部署的功夫。","href":"./2026-07-25.html#item-industry-6","url":"https://x.com/alibaba_cloud/status/2080495307566285152","tags":["audio_voice","cost_open"],"entities":["Qwen-Audio-3.0-TTS","OpenRouter"],"gist":"阿里云TTS模型上线OpenRouter，降低配音部署门槛"},{"id":"2026-07-25-industry-07","date":"2026-07-25","section":"industry","sectionName":"行业与平台","source":"@AntLingAGI","title":"蚂蚁百灵Ling-3.0-flash免费开放一周","summary":"蚂蚁百灵发布Ling-3.0-flash模型并免费开放一周，集成Hermes框架，支持记忆功能（保留对话上下文）。模型可用于文本生成、角色对话等创作辅助场景，免费期适合开发者测试效果和集成。","recommendation":"蚂蚁百灵Ling-3.0-flash免费开放一周，做AI编剧和对话系统的可以趁免费期跑测试，看看生成质量和记忆功能的表现。","href":"./2026-07-25.html#item-industry-7","url":"https://x.com/AntLingAGI/status/2080588238843150761","tags":["script","agent","cost_open"],"entities":["Ling-3.0-flash","Hermes"],"gist":"蚂蚁百灵Ling-3.0-flash免费开放，支持记忆功能"},{"id":"2026-07-25-industry-08","date":"2026-07-25","section":"industry","sectionName":"行业与平台","source":"@alibaba_cloud","title":"阿里云Token计划整合多模型计费","summary":"阿里云推出Token计划，整合通义千问、Wan、HappyHorse、DeepSeek、GLM等模型计费，从按订阅付费改为按交付内容付费，首月起价4美元。对使用阿里云API的创作者（短剧、视觉、配音等）来说，成本结构更统一透明，可试算对比。","recommendation":"阿里云把通义千问、Wan等模型计费统一成Token积分池，首月4美元。做AI应用集成或自用API的可以算算成本降幅。","href":"./2026-07-25.html#item-industry-8","url":"https://x.com/alibaba_cloud/status/2080574031443689650","tags":["cost_open","industry"],"entities":["通义千问","Wan","HappyHorse","DeepSeek","GLM"],"gist":"阿里云Token计划整合多模型计费，成本更透明"},{"id":"2026-07-25-tools-01","date":"2026-07-25","section":"tools","sectionName":"工具与能力","source":"@fal","title":"Real-time, playable worlds from a single sentence","summary":"阿里巴巴云模型“Happy Oyster 1.0”在 fal 平台上线，同时推出 Realtime Playground，可从一句话实时生成可探索和交互的 3D 世界。支持第一/三人称视角冒险模式，实时移动与摄像机控制，世界随生成过程而被探索。","recommendation":"从一句话到可实时交互的 3D 世界，生成的同时就能进去逛。AI 虚拟制片和互动叙事的工具又进了一步，做游戏化短剧或场景探索的团队，直接去 fal 试玩一把。","href":"./2026-07-25.html#item-tools-1","url":"https://x.com/fal/status/2080707442883649857","tags":["three_d","video_gen","control"],"entities":["Happy Oyster 1.0","fal"],"gist":"阿里云Happy Oyster从一句话生成可交互3D世界"},{"id":"2026-07-25-tools-02","date":"2026-07-25","section":"tools","sectionName":"工具与能力","source":"@googleflowmusic","title":"Spaces，我们的氛围编码工具，用于构建任何自定义乐器或音乐应用，刚刚进行了大幅升级…","summary":"Google Flow Music 旗下音乐创作工具 Spaces 迎来重大升级，现支持在应用内直接生成和编辑歌曲（翻唱、替换、扩展）以及音轨分离。无需跳转外部软件即可完成从合成到混音的全程操作，面向需要快速生成定制配乐或处理已有音频的创作场景。","recommendation":"Google Flow Music 的 Spaces 升级成一站式音乐工作站，能直接生成编辑歌曲和分离音轨。做 AI 短剧/视频配乐的可以把它嵌进音频管线，省掉来回切软件。","href":"./2026-07-25.html#item-tools-2","url":"https://x.com/googleflowmusic/status/2080738898469106001","tags":["audio_music","audio_sfx","editing"],"entities":["Spaces","Google Flow Music"],"gist":"Google Spaces升级支持歌曲生成编辑与音轨分离"},{"id":"2026-07-25-tools-03","date":"2026-07-25","section":"tools","sectionName":"工具与能力","source":"@gdb","title":"ChatGPT 桌面版语音功能上线","summary":"OpenAI联合创始人Greg Brockman在X上宣布ChatGPT桌面版语音功能上线，桌面应用新增语音交互能力，用户可直接通过桌面端进行语音输入和实时对话。具体支持语言、延迟等参数未公开。","recommendation":"桌面版终于能直接用语音了，做配音和对话脚本生成可以边说话边出结果，后期和编导装起来实测语音流畅度和转写质量。","href":"./2026-07-25.html#item-tools-3","url":"https://x.com/gdb/status/2080524965514723414","tags":["audio_voice","agent"],"entities":["ChatGPT"],"gist":"ChatGPT桌面版新增语音交互功能"},{"id":"2026-07-25-tools-04","date":"2026-07-25","section":"tools","sectionName":"工具与能力","source":"@testingcatalog","title":"Google 向 Gemini Pro 用户推出 Spark Agent","summary":"Google 已向美国 Gemini Pro 用户推出 Spark Agent 功能，支持用户创建可执行多步骤任务的 AI agent。该功能两个月前已可尝试，现正式面向 Pro 用户开放，更多国家即将推出。","recommendation":"Google 在 Gemini Pro 里正式推出 Spark Agent，可以用它创建自定义 agent 来自动化执行任务，比如素材管理、文案生成。做 AI 工作流整合的可以接进创作管线试试。","href":"./2026-07-25.html#item-tools-4","url":"https://x.com/testingcatalog/status/2080591243663249820","tags":["agent","industry"],"entities":["Gemini","Spark Agent"],"gist":"Google向Gemini Pro用户推出Spark Agent"},{"id":"2026-07-25-tools-05","date":"2026-07-25","section":"tools","sectionName":"工具与能力","source":"@xiaohu","title":"Hyper3D 自动拆解3D模型为独立零件","summary":"Hyper3D 推出 BANG to Parts 功能，可将完整 3D 模型自动拆解为多个独立零件，支持递归拆解（如整车→车轮→轮毂），拆解后的零件可直接用于动画、改材质或 3D 打印，每个零件可单独编辑或重新生成。适合 3D 美术师、动画师和模型师提升拆件效率。","recommendation":"Hyper3D 这个拆解功能挺实用，做3D动画和改材质的能省大量手动切模时间，递归拆解到零件级还支持3D打印，3D美术师直接装进工作流。","href":"./2026-07-25.html#item-tools-5","url":"https://x.com/xiaohu/status/2080660118790893712","tags":["three_d","animation"],"entities":["Hyper3D"],"gist":"Hyper3D自动拆解3D模型为独立零件"},{"id":"2026-07-25-tools-06","date":"2026-07-25","section":"tools","sectionName":"工具与能力","source":"@perplexity_ai","title":"Claude Opus 5 is now available in Perplexity and Perplexity…","summary":"Perplexity 官方宣布在 Perplexity 平台和 Perplexity Computer 中集成 Claude Opus 5 模型。他们在 WANDR 基准上对六个模型进行了评估，结果显示 Claude Opus 5 的性能仅次于 Fable 5，但推理成本低 57%。创作者现可通过 Perplexity 使用该模型进行搜索、分析和内容生成。","recommendation":"Perplexity 接上了 Claude Opus 5，内部评测在 WANDR 上只输给 Fable 5，但价格便宜 57%。做 AI 内容调研和剧本策划的可以在 Perplexity 里直接用了，性价比不错。","href":"./2026-07-25.html#item-tools-6","url":"https://x.com/perplexity_ai/status/2080778151962214575","tags":["agent","script"],"entities":["Perplexity","Claude Opus 5"],"gist":"Perplexity集成Claude Opus 5模型"},{"id":"2026-07-25-tools-07","date":"2026-07-25","section":"tools","sectionName":"工具与能力","source":"@letz_ai","title":"You can now teach LetzAI new tricks 🧩","summary":"LetzAI 推出自定义 Skills 功能，用户可向 Chat 或 Canvas 添加自建技能模块，平台 Agent 会自动调用这些技能执行工作流中的任务，无需手动切换工具。具体添加方法见链接指南。","recommendation":"LetzAI 让用户自己写 Skills 塞进 Agent 工作流里，做 AI 工作流编排的不用再手动拼工具了，一个 Agent 串完所有步骤。","href":"./2026-07-25.html#item-tools-7","url":"https://x.com/letz_ai/status/2080683189337481701","tags":["agent"],"entities":["LetzAI"],"gist":"LetzAI推出自定义Skills功能"},{"id":"2026-07-25-tools-08","date":"2026-07-25","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"OpenRouter 上线 xAI Grok STT 服务","summary":"OpenRouter 宣布上线 xAI 的 Grok STT（语音转文本）模型服务，开发者可通过 OpenRouter API 直接调用，无需单独部署 xAI 模型。该服务现已开放，具体能力参数和定价需查阅官方文档。","recommendation":"OpenRouter 接入了 xAI 的 Grok 语音转文字模型，做后期字幕和语音转写的团队可以直接调 API 测试效果，省去自行部署的麻烦。","href":"./2026-07-25.html#item-tools-8","url":"https://x.com/OpenRouter/status/2080743252215619645","tags":["audio_voice","subtitle"],"entities":["OpenRouter","Grok STT"],"gist":"OpenRouter上线xAI Grok语音转文本服务"},{"id":"2026-07-25-tools-09","date":"2026-07-25","section":"tools","sectionName":"工具与能力","source":"OpenRouter","title":"OpenRouter 推出 Classifiers 测试版：自动标记 AI 请求的用途与成本归属","summary":"OpenRouter 推出 Classifiers 测试版，允许用户通过自定义分类法（最多 8 个维度）自动标记每次 AI 请求的任务类型、部门归属、合规类别。分类异步运行不增加推理延迟，支持采样率控制成本，推荐使用 Gemini 3.5 Flash Lite 作为分类模型。标记结果写入日志，可在 Activity Explorer 中按维度聚合分析模型使用分布与成本流向。","recommendation":"OpenRouter 这个自动标记功能对同时调多个模型的团队挺实用，能按任务类型/部门自动分成本，不增加推理延迟，整合者接上就能用。","href":"./2026-07-25.html#item-tools-9","url":"https://openrouter.ai/blog/announcements/classifiers","tags":["agent","industry"],"entities":["OpenRouter","Gemini 3.5 Flash Lite"],"gist":"OpenRouter推出自动标记AI请求用途与成本的功能"},{"id":"2026-07-25-tools-10","date":"2026-07-25","section":"tools","sectionName":"工具与能力","source":"@swyx","title":"SmolForge 新增自定义皮肤与动画功能","summary":"SmolForge 发布 4 项新功能，支持可自定义皮肤（换装/换色）和精灵图动画（帧序列编辑/过渡控制），由创始人 swyx 在 X 上预告，具体接口和用法需查看原文链接。","recommendation":"SmolForge 给角色和动画加了自定义皮肤，做独立游戏或动画短片的视觉师可以直接上手试，省掉重复调参的功夫。","href":"./2026-07-25.html#item-tools-10","url":"https://x.com/swyx/status/2080750437133901925","tags":["animation","three_d"],"entities":["SmolForge"],"gist":"SmolForge新增自定义皮肤与精灵图动画功能"},{"id":"2026-07-25-methods-01","date":"2026-07-25","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"RT @HeyGenDev: HeyGen research update:","summary":"HeyGen 官方发布研究更新，提出无需共同标注数据集的多行为虚拟人控制方法，可独立训练每种行为（如表情、手势等），并融合控制。当前为研究阶段，未公布具体产品化时间。","recommendation":"HeyGen 发了多行为虚拟人控制的研究，做 AI 角色和虚拟 IP 的可以盯着后续产品化，省去被多个数据集绑定的麻烦。","href":"./2026-07-25.html#item-methods-1","url":"https://x.com/HeyGen/status/2080763247880458370","tags":["avatar","performance"],"entities":["HeyGen"],"gist":"HeyGen研究多行为虚拟人控制方法"},{"id":"2026-07-25-methods-02","date":"2026-07-25","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"后悔知道晚了，通过我的 github 雷达发现一个宝藏仓库：video-shotcraft 106 个镜头配方、162…","summary":"GitHub 仓库 video-shotcraft 整理汇总了 106 个镜头配方、162 种风格、161 个动态预览，并将分镜、运镜、节奏、音效及 Remotion 实现封装成 Agent Skill，适合作为 AI 影视制作的镜头灵感库和自动化素材。","recommendation":"做视觉和短剧的可以拉一下这个仓库，106 个镜头配方直接当素材库用，还打包了 Remotion 实现和 Agent Skill，省掉自己试参数的时间。","href":"./2026-07-25.html#item-methods-2","url":"https://x.com/seekjourney/status/2080624069742043176","tags":["storyboard","camera","editing","agent"],"entities":["video-shotcraft","Remotion","HyperFrames Motion"],"gist":"GitHub仓库汇总镜头配方与风格并封装为Agent Skill"},{"id":"2026-07-25-methods-03","date":"2026-07-25","section":"methods","sectionName":"方法与经验","source":"Claude","title":"Claude Design 产品设计师 Nate Parrott 分享如何用其探索视觉创意","summary":"Anthropic 产品设计师 Nate Parrott 分享了在 Claude Design（beta）中利用 HTML 交互能力进行产品原型、幻灯片、动画等视觉创意探索的方法，并将 Anthropic 品牌规范提炼为提示词，使输出自动符合品牌指南。Claude Design 不含图像模型，不适合 Logo 设计，但可与 Claude Code 协同，将早期创意与生产开发衔接。","recommendation":"Claude Design 产品设计师亲自拆解如何用 HTML 交互做产品原型、动画和视觉探索，还把品牌规范写成提示词让输出自动对齐。做视觉/品牌设计的可以边看边试这套工作流。","href":"./2026-07-25.html#item-methods-3","url":"https://claude.com/blog/how-the-product-designer-who-built-claude-design-uses-it-to-explore-ideas-before-building-them","tags":["ideation","art_design","prompt"],"entities":["Claude Design","Claude Code"],"gist":"设计师分享用Claude Design探索视觉创意的方法"},{"id":"2026-07-25-methods-04","date":"2026-07-25","section":"methods","sectionName":"方法与经验","source":"Luma AI Blog","title":"How Serviceplan MAKE Uses Luma to Put Creativity First","summary":"Luma AI 官方博客发布客户案例，介绍创意机构 Serviceplan MAKE 如何将 Luma 视频生成工具融入广告创意流程，优先把精力放在创意本身而非技术门槛。案例展示了从概念到品牌成片的落地路径，涉及 AI 生成广告短片和视觉素材。","recommendation":"Luma 官博发了家创意机构的真实案例，做广告和品牌向 AI 内容的可以点开看看对方怎么把 AI 嵌进工作流，不啰嗦，值得两分钟翻一遍。","href":"./2026-07-25.html#item-methods-4","url":"https://lumalabs.ai/news/how-serviceplan-make-uses-luma-to-put-creativity-first","tags":["commercial","case_study","video_gen"],"entities":["Luma"],"gist":"创意机构案例展示用Luma生成广告视频"},{"id":"2026-07-25-methods-05","date":"2026-07-25","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"SEA BEASTS Prehistoric nightmares rise from below in this…","summary":"PixVerse 官方发布 15 秒 AI 短片《SEA BEASTS》，史前海怪题材，完全使用 PixVerse Canvas 功能生成，并公开了逐镜头（shot-by-shot）的 prompt 工作流。短片为 15 秒生存惊悚风格，展示了 Canvas 在分镜级控制下的出片效果。","recommendation":"PixVerse 官方用自家 Canvas 功能跑了个 15 秒史前海怪短片，并公开了逐镜头 prompt 工作流。做 AI 短片的可以直接套这个 shot-by-shot 流程测出片稳定性。","href":"./2026-07-25.html#item-methods-5","url":"https://x.com/PixVerse_/status/2079989965971497310","tags":["video_gen","case_study","prompt","short_drama"],"entities":["PixVerse"],"gist":"PixVerse官方发布15秒AI短片并公开逐镜头prompt工作流"},{"id":"2026-07-25-methods-06","date":"2026-07-25","section":"methods","sectionName":"方法与经验","source":"@lovart_ai","title":"RT @helenyuanai: I made this entire oil-painting-style…","summary":"创作者 @helenyuanai 用 Gemini Pro 写脚本和提示词，结合 Lovart 平台，2 小时内完成一支油画风格 AI 视频。展示了从文本到成片的快速工作流，Lovart 负责视频生成环节。","recommendation":"个人创作者 2 小时出片，油画风格+AI 全流程，做视觉和编导的可以当工作流参考，看看 Lovart 的生成效果稳不稳。","href":"./2026-07-25.html#item-methods-6","url":"https://x.com/lovart_ai/status/2080122437187084678","tags":["video_gen","case_study","prompt","art_design"],"entities":["Gemini Pro","Lovart"],"gist":"创作者用Gemini Pro和Lovart两小时完成油画风格AI视频"},{"id":"2026-07-25-methods-07","date":"2026-07-25","section":"methods","sectionName":"方法与经验","source":"@rohanpaul_ai","title":"两名工程师用AI 3.5个月完成FedEx平台重建","summary":"Limestone Digital 团队用 2 名工程师在 3.5 个月内重建了 FedEx 供应商的交付编排平台，原估计需 7-8 个月。首周未写代码，先构建覆盖模块、依赖、数据流和领域术语的全仓库知识图谱（markdown 文件），AI 智能体据此生成代码，最终约 90% 的代码由模型编写，122 个合并 PR 均经人工审查。AI 计算成本约每名开发者每月 200 美元。","recommendation":"AI 编程 Agent 的实战案例，2 人 3.5 个月干完 5 人 8 个月的活。做 AI 短剧/动画的团队可以看他们怎么用知识图谱让 Agent 理解项目全貌，这套思路套到创作管线里也能省掉大量沟通和返工成本。","href":"./2026-07-25.html#item-methods-7","url":"https://x.com/rohanpaul_ai/status/2080339103288352903","tags":["agent","case_study","cost_open"],"entities":["FedEx"],"gist":"两名工程师用AI智能体3.5个月重建FedEx平台"},{"id":"2026-07-25-methods-08","date":"2026-07-25","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"皮克斯花了好几年时间制作这样的场景…… 仅用 3 个提示词在 @higgsfield_ai 上重现整个飞行场景…","summary":"创作者 Abdul Șhakoor 展示用 Higgsfield AI 配合 Claude 技能，仅用 3 个提示词（角色表、生物表、视频提示）复刻皮克斯风格的飞行场景。工作流涉及 GPT Image 2 生成角色参考图，再通过 Higgsfield AI 生成视频片段。","recommendation":"用 Higgsfield AI 加 Claude 技能，3 个提示词复刻皮克斯级飞行场景。做 AI 短剧和视觉开发的可以拉一遍工作流，看角色表+生物表+视频提示怎么串。","href":"./2026-07-25.html#item-methods-8","url":"https://x.com/abxxai/status/2080269792330776621","tags":["video_gen","prompt","case_study","consistency"],"entities":["Higgsfield AI","Claude","GPT Image 2"],"gist":"用Higgsfield和Claude三个提示词复刻皮克斯风格飞行场景"},{"id":"2026-07-25-methods-09","date":"2026-07-25","section":"methods","sectionName":"方法与经验","source":"@heyglif","title":"generate your own here: https://t","summary":"推文分享一个自定义图像生成工作流：常规质量用 Grok Imagine + Gemini 组合，高质量输出则改用 GPT Image 2 + Seedance 2.0。推文附有链接指向具体生成页面，但未公开完整工作流细节或具体 prompt。","recommendation":"一条工作流分享：用 Grok Imagine + Gemini 做常规图，GPT Image 2 + Seedance 2.0 出高质量图。做视觉和美术的可以收藏当 prompt 参考。","href":"./2026-07-25.html#item-methods-9","url":"https://x.com/heyglif/status/2079894358912799130","tags":["image_gen","prompt","tutorial"],"entities":["Grok Imagine","Gemini","GPT Image 2","Seedance 2.0"],"gist":"分享图像生成工作流：常规用Grok Imagine+Gemini，高质量用GPT"},{"id":"2026-07-25-works-01","date":"2026-07-25","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"游戏CG导演耗时一个月！三角洲原创AI电影《废墟之上-GTI沦陷》","summary":"取材于游戏《三角洲行动》的原创AI电影，导演@Markpig008、制片@折腾5号，讲述GTI老兵Frank Mercer在阴谋与战争中的故事，耗时一个月完成。游戏CG导演跨界AI制作，战斗场景的节奏和角色面部一致性是看点。","recommendation":"游戏CG导演一月出片，战斗场景叙事和角色一致性做得扎实，AI短剧和视觉团队可以直接拉片当战斗分镜参考。","href":"./2026-07-25.html#item-cases-1","url":"https://www.bilibili.com/video/BV1rhgh6UEWB","tags":["case_study","short_drama","consistency","film"],"entities":[],"gist":"游戏CG导演耗时一个月完成AI电影《废墟之上-GTI沦陷》"},{"id":"2026-07-25-works-02","date":"2026-07-25","section":"cases","sectionName":"作品与案例","source":"B站热门·AI 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短剧的可以拉片看角色一致性和快节奏搞笑风格的衔接，尤其适合想试水经典改编的团队。","href":"./2026-07-25.html#item-cases-3","url":"https://www.bilibili.com/video/BV1Xogx6xE5W","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI恶搞短剧系列拉片看一致性"},{"id":"2026-07-26-industry-01","date":"2026-07-26","section":"industry","sectionName":"行业与平台","source":"X 关注流","title":"角色应感觉独特，而不是预定义的。 Vivix-A1 通过多样的风格、情感、动作和个性，带来无限的创意可能性…","summary":"Vivix Labs 正式发布 Vivix-A1，一款实时交互多模态模型，专门用于 AI 角色创建。该模型支持角色在场景中自由移动、与物体交互，并能展现多样化的风格、情感、动作和个性，使角色不再局限于固定画框内的说话头像。","recommendation":"Vivix-A1 今天发布，角色能自由移动、互动、表达情绪，做 AI 短剧和虚拟角色的团队可以关注实时交互能力和角色一致性表现。","href":"./2026-07-26.html#item-industry-1","url":"https://x.com/AriaWestcott/status/2080901094931136529","tags":["avatar","video_gen","consistency"],"entities":["Vivix-A1"],"gist":"Vivix-A1实时交互角色模型发布"},{"id":"2026-07-26-tools-01","date":"2026-07-26","section":"tools","sectionName":"工具与能力","source":"@heyglif","title":"another Glif skill: add motion graphics to your videos 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的时间。","href":"./2026-07-26.html#item-methods-7","url":"https://x.com/PixVerse_/status/2079989978189500794","tags":["prompt","ideation","film"],"entities":["PixVerse"],"gist":"PixVerse发布海兽短片概念prompt模板"},{"id":"2026-07-26-methods-08","date":"2026-07-26","section":"methods","sectionName":"方法与经验","source":"@suno","title":"Crook Brown breaks down how he chops and splices Suno…","summary":"Suno 官方分享音乐人 Crook Brown 的教程：用 Suno 生成音频样本后，通过手动剪切、拼接、重组，创造出全新的音乐片段。具体涉及音频编辑工具的操作，而非纯 AI 端到端生成。对 AI 音乐创作者来说，提供了一种“AI生成+人工二次加工”的混合工作流思路。","recommendation":"音乐制作人用 Suno 生成原始素材，再手动剪接重组，这个工作流适合 AI 音效和配乐创作者直接套用试一遍。","href":"./2026-07-26.html#item-methods-8","url":"https://x.com/suno/status/2081062545092153593","tags":["tutorial","audio_music","editing"],"entities":["Suno"],"gist":"音乐人用Suno生成样本再手动剪接重组"},{"id":"2026-07-26-methods-09","date":"2026-07-26","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"Heygen+minimax 做数字人太夸张了，我刚才让 codex 参考 @Zesee 的 skill…","summary":"Zhen Zhu 分享使用 Heygen + Minimax 音色克隆 + Codex 自动化制作数字人口播视频的工作流。输入 iPhone 录制的语音和自拍照，调用 Minimax speech-02-hd（0.8 元）和 Heygen API（11秒720P，0.55 美元），5 分钟生成 15 秒口播视频。声音相似度高，但牙齿嘴唇细节略有偏差。","recommendation":"五分钟出片，成本不到5块，数字人口播这条工作流可以直接抄。做电商讲解、虚拟主播、短剧口播的实测一下，输入一张自拍+一段录音，Codex自动调API搞定。","href":"./2026-07-26.html#item-methods-9","url":"https://x.com/ZhenZhu200/status/2081026006979133899","tags":["avatar","audio_voice","agent","tutorial"],"entities":["HeyGen","Minimax","Codex","speech-02-hd"],"gist":"用HeyGen+Minimax+Codex自动化制作数字人口播视频"},{"id":"2026-07-26-methods-10","date":"2026-07-26","section":"methods","sectionName":"方法与经验","source":"@Viktoryh5","title":"评论账号 codex自己运营小红书，自己找素材，编辑文案，自己发布，已跑通 16 3 74 1.5万","summary":"个人分享：使用 AI 编程工具 Codex 自动化运营小红书账号，涵盖自动找素材、编辑文案、发布内容，已跑通全流程。","recommendation":"用 Codex 跑通小红书全自动运营，从找素材到发布一条龙，做 AIGC 账号运营或 Agent 工作流的可以看一下思路，不过具体细节就一句话，没展开。","href":"./2026-07-26.html#item-methods-10","url":"https://x.com/Viktoryh5/status/2081004889552097460","tags":["agent","industry"],"entities":["Codex"],"gist":"用Codex自动化运营小红书账号全流程"},{"id":"2026-07-26-works-01","date":"2026-07-26","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"来自 SeedAudio 1.0 和 SeeDance 2.0 的另一场音频优先实验表演——这次带有一点更多情感…","summary":"个人创作者 TomLikesRobots 使用 SeedAudio 1.0 和 SeeDance 2.0，在 Runway 平台上生成一部音频优先的实验表演短片，并利用自定义工具进行调色和拼接，探索音画结合的情感表达。","recommendation":"个人创作者 TomLikesRobots 的最新实验短片，将 SeedAudio 1.0 生成的配乐与 SeeDance 2.0 生成的画面在 Runway 上融合，辅以自定义后期工具，主打音频驱动的情感化视觉叙事。做 AI 短片、音乐视频或音画同步实验的创作者可以拉片分析其工具链组合与情感节奏。","href":"./2026-07-26.html#item-cases-1","url":"https://x.com/TomLikesRobots/status/2081126003468902431","tags":["audio_music","video_gen","film","post_fx"],"entities":["SeedAudio 1.0","SeeDance 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Mini Apps，操作简单，运动一致性提升明显，做 AI 视频的可以马上装上试试。","href":"./2026-07-28.html#item-tools-1","url":"https://x.com/PixVerse_/status/2081747644058402942","tags":["video_gen","control","tutorial"],"entities":["PixVerse"],"gist":"PixVerse新增深度图控制提升运动一致性"},{"id":"2026-07-28-tools-02","date":"2026-07-28","section":"tools","sectionName":"工具与能力","source":"@lovart_ai","title":"Design your character sheet and bring it to life with…","summary":"Lovart AI 官方推出新功能：通过提示词设计角色表并生成角色动画，主打无需复杂工具、一键 prompt 到动态角色。具体能力边界和输出质量需查看链接原文。","recommendation":"Lovart 的角色设计动画新功能，从 prompt 直接出角色表并驱动动作，做短剧角色 IP 和视觉开发的可以蹲实测看效果。","href":"./2026-07-28.html#item-tools-2","url":"https://x.com/lovart_ai/status/2081714476827754505","tags":["animation","art_design","prompt"],"entities":["Lovart AI"],"gist":"Lovart AI用提示词生成角色表并驱动动画"},{"id":"2026-07-28-tools-03","date":"2026-07-28","section":"tools","sectionName":"工具与能力","source":"@OpenAI","title":"GPT-Live in ChatGPT Voice is now available to Edu…","summary":"OpenAI 宣布 GPT-Live 实时语音对话能力已面向 ChatGPT 的 Edu、Business、Enterprise 计划全球开放，支持更自然的实时交互。AI 配音、虚拟角色对话及互动叙事创作者可用此能力提升角色对话的实时性与自然度。","recommendation":"OpenAI 把 GPT-Live 实时语音对话能力全量开放给教育/商业/企业版用户，AI 配音和虚拟角色互动团队可以直接上生产环境，对话延时和自然度都有提升。","href":"./2026-07-28.html#item-tools-3","url":"https://x.com/OpenAI/status/2081794871795589485","tags":["audio_voice","avatar","industry"],"entities":["OpenAI","GPT-Live"],"gist":"OpenAI GPT-Live实时语音对话面向企业开放"},{"id":"2026-07-28-tools-04","date":"2026-07-28","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"Speech Just Got an Upgrade @amageni","summary":"PixVerse 官方宣布在 Avatar Lip Sync MiniApp 中升级语音体验，具体改进未详细披露，用户可通过链接直接体验新版对口型效果。","recommendation":"PixVerse 在 Avatar Lip Sync 里悄悄升级了语音，做虚拟角色对口型或 AI 短剧的可以点开试试效果，看是否更自然了。","href":"./2026-07-28.html#item-tools-4","url":"https://x.com/PixVerse_/status/2081752795779084514","tags":["lipsync","audio_voice","avatar"],"entities":["PixVerse"],"gist":"PixVerse升级Avatar Lip 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Code/Codex搭配Remotion自动出分镜和声音设计，上手成本低，值得跑一遍。","href":"./2026-07-28.html#item-methods-5","url":"https://x.com/nini_incrypto_/status/2081565726935032099","tags":["agent","video_gen","storyboard","animation","tutorial"],"entities":["video-shotcraft","Claude Code","Codex","Remotion"],"gist":"video-shotcraft技能生成电影感产品视频，含镜头配方卡"},{"id":"2026-07-28-methods-06","date":"2026-07-28","section":"methods","sectionName":"方法与经验","source":"Kling AI Blog","title":"How To Combine AI's Text-To-Image And Image-To-Video…","summary":"Kling AI 官方博客发布教程，详述结合文生图与图生视频的标准化工作流：先通过文生图设计每镜头的关键帧，再以图生视频为帧添加运动与节奏，经质量检查（稳定性/色彩/伪影）后剪出成片。该流程可独立创作者或小团队在无大组条件下产出风格一致的视频内容，适用于预告片、广告等场景。","recommendation":"Kling 官方给了一套从文生图到图生视频的重复流水线，做短剧或广告成片可以直接照搬，省去反复试 prompt 的功夫。","href":"./2026-07-28.html#item-methods-6","url":"https://klingai.com/blog/ai-image-to-video-workflow-guide","tags":["tutorial","image_gen","video_gen","consistency"],"entities":["Kling 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万。核心原因是大多数用户仅需处理简单代码库的简单任务，无需最昂贵模型。","recommendation":"用开源模型混搭租 GPU，AI 成本直降到十分之一。做短剧/产品的制片人可以拿这个账本算自己场景的 ROI——大部分任务根本不需要最贵的模型。","href":"./2026-07-28.html#item-methods-8","url":"https://x.com/kimmonismus/status/2081791395077988655","tags":["cost_open","industry"],"entities":[],"gist":"开源模型与租GPU大幅降低AI成本"},{"id":"2026-07-28-methods-09","date":"2026-07-28","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"6/Pro tips if you want to copy this workflow","summary":"PixVerse 官方发布短叙事工作流：从 2-3 句故事钩子出发，将创意拆解为 8-12 个短镜头（总时长 10-20 秒），每个镜头按「动作+镜头+细节」格式写迷你分镜，并保持主角/生物描述高度一致。","recommendation":"PixVerse 官方分享的短叙事工作流，从故事钩子到分镜拆解都有具体步骤，做 AI 短剧和编导的可以直接套用这个 8-12 镜头的结构来跑测试片。","href":"./2026-07-28.html#item-methods-9","url":"https://x.com/PixVerse_/status/2079990026373607790","tags":["storyboard","script","short_drama","tutorial"],"entities":["PixVerse"],"gist":"PixVerse官方分享短叙事分镜工作流"},{"id":"2026-07-28-methods-10","date":"2026-07-28","section":"methods","sectionName":"方法与经验","source":"@FuSheng_0306","title":"今天有个大连学员问我：公司150人，想招AI特种兵但觉得大连没人才，要不要搬去北京深圳？ 我说不用…","summary":"傅盛在推文中回应大连企业主：150人公司想招AI人才不必搬去一线城市，前提是CEO亲自带队、调整招聘标准（不卡院校背景，只看热情和实际技能）、提供有竞争力薪酬。以西安特种兵特区的经验为例，改标准后团队效率成为全公司最高。推文附有一段视频（内容未详细说明）。","recommendation":"管理经验分享，AI团队组建思路，适合正在考虑招AI人才的影视团队管理者参考，但非直接创作工具更新。","href":"./2026-07-28.html#item-methods-10","url":"https://x.com/FuSheng_0306/status/2081629367768326517","tags":["industry"],"entities":[],"gist":"AI人才招聘管理经验分享"},{"id":"2026-07-28-works-01","date":"2026-07-28","section":"cases","sectionName":"作品与案例","source":"@Kling_ai","title":"可灵AI发布\"弹跳屋\"奇幻短片","summary":"可灵AI官方发布AI奇幻短片《弹跳屋》，讲述被困在童年记忆弹跳屋中的故事，短片以第一人称视角呈现，角色表情、动态和场景光影自然，AI生成连贯性较好，展示了可灵在复杂场景下的叙事能力和视觉风格。","recommendation":"可灵AI官方短片，用弹跳屋的奇幻设定展示生成自然度和叙事连贯性，做短片和短剧的可以拉片看角色表情、光影一致性，视觉师特别值得看色彩和材质质感。","href":"./2026-07-28.html#item-cases-1","url":"https://x.com/Kling_ai/status/2081771603353112849","tags":["video_gen","case_study","film"],"entities":["可灵"],"gist":"可灵AI发布奇幻短片展示生成能力"},{"id":"2026-07-28-works-02","date":"2026-07-28","section":"cases","sectionName":"作品与案例","source":"@CharaspowerAI","title":"I gave Claude one character sheet and asked it to revisit…","summary":"@CharaspowerAI 用 Claude + Higgsfield MCP 基于单一角色表自动生成电影级序列，重现奥德修斯神话中塞壬女妖歌唱导致船难的场景。无需手动调试 prompt，展示了角色驱动 AI 叙事从设定到画面的一次性输出能力。","recommendation":"从一句话角色表到一段电影级序列，不需要手动反向工程prompt。做AI短剧的可以研究这套角色驱动工作流怎么落地自己的项目。","href":"./2026-07-28.html#item-cases-2","url":"https://x.com/CharaspowerAI/status/2081841193030402160","tags":["agent","script","video_gen","case_study"],"entities":["Claude","Higgsfield"],"gist":"用Claude和Higgsfield生成角色驱动叙事"},{"id":"2026-07-28-works-03","date":"2026-07-28","section":"cases","sectionName":"作品与案例","source":"小红书 AI 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跑两周，看看替换现有合成方案的实际表现。","href":"./2026-07-29.html#item-industry-1","url":"https://x.com/FishAudio/status/2082152596739862853","tags":["audio_voice","industry","short_drama"],"entities":["FishAudio","S2.1 Pro","Cartesia","Eleven Labs"],"gist":"FishAudio融资并发布S2.1 Pro支持5秒声音克隆"},{"id":"2026-07-29-industry-02","date":"2026-07-29","section":"industry","sectionName":"行业与平台","source":"X 关注流","title":"介绍 Mirage Avatar X，AI 头像模型的新标准…","summary":"Mirage 推出 AI 头像模型 Avatar X，宣称具备行业领先的身份保持能力、最富表现力的 AI 头像，支持纵向和横向视频，能够模拟用户的外观、动作和声音。","recommendation":"做AI短剧和数字人的可以关注，身份保持和面部表现力是核心，实测看看接近真人到什么程度。","href":"./2026-07-29.html#item-industry-2","url":"https://x.com/trymirage/status/2082120270618530053","tags":["avatar","consistency","short_drama"],"entities":["Mirage","Avatar X"],"gist":"Mirage发布Avatar X强调身份保持与表现力"},{"id":"2026-07-29-industry-03","date":"2026-07-29","section":"industry","sectionName":"行业与平台","source":"@OpenAIDevs","title":"We're introducing two new transcription models in the API:","summary":"OpenAI 在 API 中推出两个新转录模型：GPT-Live-Transcribe 专为低延迟实时转录设计，GPT-Transcribe 优化异步转录已完成音频和批量任务，两者均能更好理解上下文，可通过 API 直接调用，适用于语音转文字、字幕生成等场景。","recommendation":"实时转录和批量转录两个新 API，后期和字幕团队可以直接接入工作流，提升语音转文字的效率和上下文理解，值得实测。","href":"./2026-07-29.html#item-industry-3","url":"https://x.com/OpenAIDevs/status/2082201169443905798","tags":["subtitle","agent"],"entities":["OpenAI","GPT-Live-Transcribe","GPT-Transcribe"],"gist":"OpenAI推出两个新转录模型支持实时与批量"},{"id":"2026-07-29-industry-04","date":"2026-07-29","section":"industry","sectionName":"行业与平台","source":"Luma AI Blog","title":"29 Cinematic AI Video Generation Trends Reshaping Creative…","summary":"Luma AI 官方博客发布行业趋势总结，梳理29条电影级AI视频生成趋势，覆盖实时渲染、角色一致性、多模态叙事、风格控制等方向，为AI影视创作者提供了技术演进和市场方向的参考框架。","recommendation":"29条趋势涵盖实时生成、角色一致性、多模态叙事，做AI影视的可以当方向雷达扫一遍，不一定每条都深读，但对准自己的赛道挑着看。","href":"./2026-07-29.html#item-industry-4","url":"https://lumalabs.ai/news/cinematic-ai-video-generation-trends","tags":["video_gen","industry","consistency"],"entities":["Luma 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4B，Codec-Native流式视觉语言模型，支持实时描述视频事件，用户可用自然语言指定关注时刻（如“火车到站时”），4B参数即可持续处理流式输入，效率较高。","recommendation":"微软开源4B实时视频描述模型，后期和素材管理团队可以拿它搭个demo，试试自动事件标记和实时字幕的实际效果。","href":"./2026-07-29.html#item-industry-6","url":"https://x.com/berryxia/status/2082149193498705990","tags":["video_gen","agent","subtitle"],"entities":["微软","Mage-VL"],"gist":"微软发布4B流式视觉模型Mage-VL支持实时描述"},{"id":"2026-07-29-industry-07","date":"2026-07-29","section":"industry","sectionName":"行业与平台","source":"Luma AI Blog","title":"48 AI for Filmmaking Production Statistics","summary":"Luma AI 官方博客发布《48 AI for Filmmaking Production Statistics》，列出一组 AI 在电影制作生产中的统计数据，覆盖前期筹备、拍摄制作、后期处理等环节，反映当前行业采纳率和效率提升情况。","recommendation":"Luma 整理的行业数据，做制片和导演的可以当背景扫一眼，快速了解 AI 在前期、制作、后期的渗透比例和成本效率影响。","href":"./2026-07-29.html#item-industry-7","url":"https://lumalabs.ai/news/ai-filmmaking-production-statistics","tags":["industry","film","case_study"],"entities":["Luma AI"],"gist":"Luma发布AI电影制作生产统计报告"},{"id":"2026-07-29-industry-08","date":"2026-07-29","section":"industry","sectionName":"行业与平台","source":"Luma AI Blog","title":"Higgsfield Alternatives in 2026","summary":"Luma AI 博客发布《2026 年 Higgsfield 替代品》文章，列出一批可替代 Higgsfield 的 AI 视频生成工具（可能包含 Luma 自身产品），适合正在选型或考虑换工具的创作者参考。","recommendation":"Luma 官方博客盘点 2026 年 Higgsfield 替代品，做 AI 视频的可以先看完整列表再选工具，但内容偏营销综述，无实测数据。","href":"./2026-07-29.html#item-industry-8","url":"https://lumalabs.ai/news/higgsfield-alternatives","tags":["video_gen","cost_open","tutorial"],"entities":["Higgsfield","Luma AI"],"gist":"Luma盘点2026年Higgsfield替代工具"},{"id":"2026-07-29-industry-09","date":"2026-07-29","section":"industry","sectionName":"行业与平台","source":"@FLORAai","title":"Livestream: join Sasha @s_yborg for a hands-on build where…","summary":"FLORA ai 预告一场直播，由 Sasha @s_yborg 主持，将从头开始设计一个原创角色并发展为完整角色阵容，演示在不同角度、服装和场景下保持角色一致性的方法。直播链接已公开，具体工作流细节需在直播中获取。","recommendation":"FLORA ai 搞了场角色设计直播，从零开始画角色并扩展成完整阵容，重点解决多角度、多场景下的一致性难题。做 AI 短剧和角色 IP 的可以蹲个录播，看他们怎么应对这个硬骨头。","href":"./2026-07-29.html#item-industry-9","url":"https://x.com/floraai/status/2082205843299213582","tags":["consistency","art_design","tutorial"],"entities":["FLORA ai"],"gist":"FLORA直播演示角色设计一致性工作流"},{"id":"2026-07-29-industry-10","date":"2026-07-29","section":"industry","sectionName":"行业与平台","source":"Luma AI Blog","title":"30 Brand Consistency in AI Content Creation Statistics","summary":"Luma AI官方博客发布30项关于AI内容创作中品牌一致性的统计数据，涵盖品牌识别维护、跨平台一致性、AI工具在品牌管控中的效能等主题，具体数据点和分析方法需查看原文。","recommendation":"Luma官博的30条品牌一致性统计，做视觉和短剧的可以当行业参考，看看AI在各环节的落地数据。","href":"./2026-07-29.html#item-industry-10","url":"https://lumalabs.ai/news/ai-content-creation-statistics","tags":["industry","consistency","case_study"],"entities":["Luma AI"],"gist":"Luma发布AI内容品牌一致性统计"},{"id":"2026-07-29-tools-01","date":"2026-07-29","section":"tools","sectionName":"工具与能力","source":"Kling AI Blog","title":"Kling 3.0 15s Video: Master Narrative Control & Custom…","summary":"Kling AI 官方发布 Kling 3.0 的15秒视频生成能力，新增主叙事控制（Master Narrative Control）和自定义时长功能，用户可更精确地支配视频的剧情走向与时间长度，此前 Kling 默认时长较短，此次更新面向更完整的短场景创作。","recommendation":"Kling 3.0 的核心叙事控制给了创作者对视频走向的直接干预权，15秒时长可以随意卡点或拉长，拍短剧和广告的这周上手测一下编导和美术的一致性。","href":"./2026-07-29.html#item-tools-1","url":"https://klingai.com/blog/kling-3-15s-video-narrative-control-duration","tags":["video_gen","control"],"entities":["Kling 3.0"],"gist":"Kling 3.0新增叙事控制与自定义时长"},{"id":"2026-07-29-tools-02","date":"2026-07-29","section":"tools","sectionName":"工具与能力","source":"@PixVerse_","title":"15s cinematic emotional-twist short, the dog from [image1]…","summary":"PixVerse_ 官方推出新能力：基于参考图片（如蓬松金毛圆脸狗）生成 15 秒电影感情感反转短片，并保持角色外观一致性。具体模型版本和解锁方式未详细说明，但能力已在平台可用。","recommendation":"PixVerse 官宣了参考图保持角色一致性的视频生成能力，15 秒电影感情感反转短片一步到位。做动物角色动画或短剧的可以直接上手试效果。","href":"./2026-07-29.html#item-tools-2","url":"https://x.com/PixVerse_/status/2082073689940730062","tags":["video_gen","consistency","image_gen"],"entities":["PixVerse_"],"gist":"PixVerse支持参考图保持角色一致性生成短片"},{"id":"2026-07-29-tools-03","date":"2026-07-29","section":"tools","sectionName":"工具与能力","source":"@perplexity_ai","title":"Personal Computer routes work to subagents using 15+ models","summary":"Perplexity 推出 Personal Computer 功能：Agent 可将任务路由给 15+ 个子模型，支持在授权本地文件夹打开、读取、编辑文件，每个任务都携带 Brain 持久记忆系统的上下文（过往任务、文件、项目）。适合搭建自动化本地文件处理与多模型调用工作流。","recommendation":"Perplexity 把桌面文件操作和持久记忆塞进同一个 Agent，本地素材整理、批量生成、多模型路由一条链路搞定，做 AI 工作流的可以直接搭进自己的创作管线试一周。","href":"./2026-07-29.html#item-tools-3","url":"https://x.com/perplexity_ai/status/2082103900828832163","tags":["agent","cost_open"],"entities":["Perplexity"],"gist":"Perplexity Personal Computer 多模型路由与本地文件操"},{"id":"2026-07-29-tools-04","date":"2026-07-29","section":"tools","sectionName":"工具与能力","source":"IT之家","title":"LM Studio Bionic 智能体工具新增月之暗面 Kimi K3 模型支持，定价方案公布","summary":"LM Studio Bionic 今日新增月之暗面 Kimi K3 模型支持，该模型参数规模 2.8 万亿，上下文窗口 100 万 tokens，托管于美国服务器并默认启用零数据保留。定价方面，输入 Token 每百万 3 美元，输出 Token 每百万 15 美元。","recommendation":"LM Studio 直接跑 Kimi K3，2.8 万亿参数加百万上下文，写剧本或处理长篇对话的可以本地运行，不用翻墙。输入 3 美元/百万 token、输出 15 美元，比按次调 API 划算多少自己算。","href":"./2026-07-29.html#item-tools-4","url":"https://www.ithome.com/0/982/606.htm","tags":["cost_open","script"],"entities":["LM Studio","Kimi K3"],"gist":"LM Studio 支持 Kimi K3 模型及定价"},{"id":"2026-07-29-methods-01","date":"2026-07-29","section":"methods","sectionName":"方法与经验","source":"@yanhua1010","title":"这个男人拿枪对着镜头，我却盯着他的眼睛看了 12 秒。 抬眼、皱眉、咬牙、闭眼，情绪从克制一路压到崩溃…","summary":"TopviewAI 发布 Film Studio 产品 demo，演示了对 AI 演员微表情（抬眼、皱眉、咬牙、闭眼）的精细控制、镜头运镜设定、3D 场景布局以及肖像精修功能，强调导演可在 prompt 之外直接调控表演和镜头感觉。推文作者 Yanhua 评价“这才是拍电影的感觉”。","recommendation":"Topview Film Studio 的产品 demo，演示了导演级控制：微表情、镜头、3D 场景布局、去 AI 感肖像精修。做短剧和 AI 视觉的可以细看这段，情绪节奏和镜头调度有参考价值。","href":"./2026-07-29.html#item-methods-1","url":"https://x.com/yanhua1010/status/2081927272404340839","tags":["performance","camera","three_d","post_fx"],"entities":["TopviewAI","Film Studio"],"gist":"Topview Film Studio 演示微表情镜头与3D场景控制"},{"id":"2026-07-29-methods-02","date":"2026-07-29","section":"methods","sectionName":"方法与经验","source":"Kling AI Blog","title":"The Ultimate Guide to Keeping Your Character Consistent in…","summary":"Kling AI 官方博客发布《角色一致性终极指南》，标题标注日期 Jul 28, 2026，系统性讲解 AI 视频生成中保持角色外观、服装、表情一致的工作流和参数建议。","recommendation":"Kling AI 官方出的角色一致性指南，做 AI 短剧、动画和 IP 的直接套里面的方法就行，省得自己从头调试参数。","href":"./2026-07-29.html#item-methods-2","url":"https://klingai.com/blog/ai-character-consistency-guide","tags":["consistency","tutorial"],"entities":["Kling AI"],"gist":"Kling AI 角色一致性指南"},{"id":"2026-07-29-methods-03","date":"2026-07-29","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"The team behind Higgsfield's launch videos just dropped…","summary":"Higgsfield 启动视频制作团队公开了完整工作流，免费提供所有项目文件。工作流由获奖传统电影制作人设计，展示了如何正确使用 AI 视频工具进行从创意到成片的制作。未公开具体工具链或步骤，需下载项目文件查看。","recommendation":"Higgsfield 团队把做 launch video 的完整工作流开源了，免费项目文件全给。做 AI 视频的直接下载拉片，看看传统电影人怎么搭 AI 管线。","href":"./2026-07-29.html#item-methods-3","url":"https://x.com/maxescu/status/2082205167982874641","tags":["case_study","tutorial"],"entities":["Higgsfield"],"gist":"Higgsfield 团队公开 AI 视频制作工作流"},{"id":"2026-07-29-methods-04","date":"2026-07-29","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"We tried the viral circling shot on a girl group MV","summary":"PixVerse 官方演示用 AI 生成女团 MV 的环绕镜头：一镜到底无剪辑，镜头围绕成员旋转并逐一展示。附完整 prompt 链接，可直接套用生成 AI 视频的动态运镜。","recommendation":"PixVerse 官方拆了个环绕镜头的拍法，女团 MV 那种连续转圈逐一露人。做 MV 和短剧的可以直接抄 prompt 跑一遍，省掉实拍调度的时间成本。","href":"./2026-07-29.html#item-methods-4","url":"https://x.com/PixVerse_/status/2082179397084455195","tags":["mv","camera","prompt"],"entities":["PixVerse"],"gist":"PixVerse 演示女团 MV 环绕镜头及 prompt"},{"id":"2026-07-29-methods-05","date":"2026-07-29","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"用我自己的 IP 形象角色跑了一条 爆火的卡通形象撒盐视频的改编版本（全网唯一） 跟大家做的贴纸小人不一样…","summary":"创作者@leo_xiaolei分享用Seedance 2.0纯文生（也可结合参考图）制作自己IP角色真人微缩风格的撒盐视频改编版，提示词在评论区。踩坑记录：真人脸参考图会被Seedance 2.0肖像保护机制直接拒收并照常扣费；让角色身体完全在杯子内导致穿模，应改为“腿挂在杯外”等明确空间关系。","recommendation":"用Seedance 2.0纯文生跑自己的IP角色微缩撒盐视频，踩坑记录很实在——别传人脸参考、腿挂杯外会穿模。做角色IP和AI短视频的可以直接抄提示词工作流。","href":"./2026-07-29.html#item-methods-5","url":"https://x.com/leo_xiaolei/status/2081414234391388176","tags":["video_gen","control","prompt","case_study"],"entities":["Seedance 2.0"],"gist":"用Seedance 2.0制作IP角色微缩撒盐视频"},{"id":"2026-07-29-methods-06","date":"2026-07-29","section":"methods","sectionName":"方法与经验","source":"@Kling_ai","title":"可灵AI助力韩国创作者打造全球爆款猫咪短片","summary":"可灵AI发布Creator Off Script最新一期，分享韩国创作者Daon_box利用可灵AI制作猫咪Daon系列短片的案例。该系列自年初起全球播放量超2000万，可灵AI提供了角色一致性、原生4K输出和更强的画面控制力。","recommendation":"可灵AI用真实案例展示了角色一致性和画面控制力的落地效果，做AI短片的可以直接拆解学习其工作流思路。","href":"./2026-07-29.html#item-methods-6","url":"https://x.com/Kling_ai/status/2082071627484024995","tags":["video_gen","consistency","case_study"],"entities":["可灵"],"gist":"可灵AI助力韩国创作者制作猫咪短片"},{"id":"2026-07-29-methods-07","date":"2026-07-29","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"我也来给大家开源一个超适合做「AI / 科技 / 商业」解说的手绘风 skill： https:// github…","summary":"烤妹儿开源hand-drawn-video-prompts skill，输入中文口播稿自动拆成4-6秒分镜并生成Banana生图提示词，适用于AI/科技/商业解说视频制作，降低手绘风格视频的分镜和提示词编写门槛。","recommendation":"做AI解说视频的可以趁早动手：一个开源的手绘风skill，输入中文口播稿自动拆成4-6秒分镜并生成Banana生图提示词，省掉最耗时的手动分镜和提示词编写环节。视觉师和短剧团队要做手绘风解说可直接克隆跑一遍看效果。","href":"./2026-07-29.html#item-methods-7","url":"https://x.com/Conflux_Intern/status/2082031793193238733","tags":["agent","storyboard","prompt","tutorial"],"entities":["Banana","hand-drawn-video-prompts"],"gist":"开源skill自动拆解口播稿生成手绘风分镜"},{"id":"2026-07-29-methods-08","date":"2026-07-29","section":"methods","sectionName":"方法与经验","source":"@cb_doge","title":"Grok Build 模式一键生成节拍机","summary":"xAI Grok Build 模式新示例：浏览器中的 16 步鼓音序器节拍机，含经典、808、techno 和 lo-fi 四套音色包，支持速度、摇摆控制及风格预设，还能对麦克风 beatbox 实时转换为节拍模式，可在 bbox.grok.me 体验。","recommendation":"Grok Build 模式又一个可交互 demo：16 步鼓音序器 + 4 套音色包 + beatbox 实时转节拍，做音效的后期可以点开试试，或者拆一下怎么用一条提示词搭出来的。","href":"./2026-07-29.html#item-methods-8","url":"https://x.com/cb_doge/status/2082152501390799082","tags":["audio_music","agent","tutorial"],"entities":["Grok Build"],"gist":"Grok Build模式一键生成鼓音序器节拍机"},{"id":"2026-07-29-methods-09","date":"2026-07-29","section":"methods","sectionName":"方法与经验","source":"@AlexxxCreator","title":"上半年做了个skill，大概内容就是把token消耗通过纸质化的方式记录出来，变成一张小票…","summary":"创作者浩辰Alex(AI版)发布AI宣传片，仿Kimi K3宣传片视觉风格，将自身开发的token消耗小票skill概念融入镜头，作为近期AI视频商单作品展示。短片节奏紧凑、视觉模仿度高，适合拉片分析风格还原手法。","recommendation":"个人创作者用AI手搓宣传片，仿Kimi K3风格，24秒成片。做AI宣传片和风格模仿的可以看看镜头的还原手法和节奏处理，视觉师和编导值得围观。","href":"./2026-07-29.html#item-methods-9","url":"https://x.com/AlexxxCreator/status/2081981665136849215","tags":["commercial","case_study","video_gen"],"entities":["Kimi K3"],"gist":"AI宣传片仿Kimi K3风格展示商单作品"},{"id":"2026-07-29-methods-10","date":"2026-07-29","section":"methods","sectionName":"方法与经验","source":"@weichen_ink","title":"最近 AI 短视频了开始烂大街了 我想说一个新的思路！ 比如这个账号之前一直是 PPT 形式，后来换成了真实视频做 B…","summary":"微尘印记分享 AI 短视频差异化思路：从 Pexels、Pixabay 等免费素材库通过 API 获取真实视频 B-roll，用 CLI 工具（推文中称 Codex）自动搜索下载到本地，打标签建素材库，反复调用后合成 AI 短视频，避免纯 AI 生成的同质化问题。内容为个人经验，无具体步骤或参数。","recommendation":"个人工作流分享：用 Pexels/Pixabay API 自动抓真实视频 B-roll，打标签建本地素材库，再合成 AI 短视频。思路简单，做 AI 短视频的可以直接抄这套素材管理逻辑。","href":"./2026-07-29.html#item-methods-10","url":"https://x.com/weichen_ink/status/2081911940847390962","tags":["editing","agent","tutorial"],"entities":["Pexels","Pixabay","Codex"],"gist":"用免费素材库API获取B-roll合成AI短视频"},{"id":"2026-07-29-works-01","date":"2026-07-29","section":"cases","sectionName":"作品与案例","source":"@Skywork_ai","title":"🎬 We love this advertisement video created by Bishal and…","summary":"Skywork_ai 官方推文展示由 Bishal 使用 Skywork Video 创作的广告视频作品，附链接可查看完整成片。无具体工具参数或工作流细节，但可作为 Skywork Video 在商业广告场景下的参考样本。","recommendation":"Skywork AI 官方放了个 AI 广告视频案例，Bishal 用 Skywork Video 做的，做 AI 广告和短片的可以直接拉片看商业成片质感。","href":"./2026-07-29.html#item-cases-1","url":"https://x.com/Skywork_ai/status/2081955460262064384","tags":["commercial","case_study","video_gen"],"entities":["Skywork Video"],"gist":"展示Skywork Video生成的广告视频案例"},{"id":"2026-07-29-works-02","date":"2026-07-29","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"在文明落幕的最后一天，一个人类，与陪伴他一生的AI，共同完成了最后一次告别。","summary":"新片场AIGC编辑精选AI短片，主题为文明落幕时人类与AI的最后告别，情感向叙事，有较完整的情节线，可作为AI短剧叙事和角色一致性处理的参考案例。","recommendation":"文明末日的人机告别，8分钟AI叙事短片。做AI短剧和情感向内容的编导可以拉片分析角色一致性处理和情感节奏把控。","href":"./2026-07-29.html#item-cases-2","url":"https://www.xinpianchang.com/a13763798","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"AI短片讲述人机末日告别，可作叙事参考"},{"id":"2026-07-29-works-03","date":"2026-07-29","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"山海志异：鸰䳩","summary":"新片场AIGC分类编辑精选AI短片《山海志异：鸰䳩》，志怪题材。编导和视觉师可关注角色一致性与镜头语言，短剧团队可参考神话IP的AI化呈现方式。","recommendation":"AI志怪短片，编导和视觉师可以拉片分析风格一致性和镜头序列，做神话短剧的调性参考。","href":"./2026-07-29.html#item-cases-3","url":"https://www.xinpianchang.com/a13754974","tags":["short_drama","case_study","art_design"],"entities":[],"gist":"AI志怪短片，关注风格一致性与镜头语言"},{"id":"2026-07-29-works-04","date":"2026-07-29","section":"cases","sectionName":"作品与案例","source":"新片场 AIGC 分类","title":"最恐怖的不是《莽古斯Mangus》。是爱的人为了救你，独自留在了诅咒里","summary":"新片场AIGC分类的AI短片《莽古斯Mangus》，恐怖悬疑题材，约7分钟的叙事作品。剧情围绕“爱的人为了救你独自留在诅咒中”展开，视觉风格偏黑暗恐怖，适合关注AI恐怖/悬疑类叙事创作者的参考。","recommendation":"新片场AIGC精选短片，恐怖悬疑题材，剧情上有情感留白和氛围反转，做AI短剧和编导的可以拉片看叙事节奏和视觉一致性处理。","href":"./2026-07-29.html#item-cases-4","url":"https://www.xinpianchang.com/a13761190","tags":["short_drama","case_study","film"],"entities":[],"gist":"AI恐怖悬疑短片，可参考叙事与视觉一致性"},{"id":"2026-07-30-industry-01","date":"2026-07-30","section":"industry","sectionName":"行业与平台","source":"@maxescu","title":"MiniMax's new model, @Hailuo_AI H3, is finally here","summary":"MiniMax 发布海螺 AI 新视频模型 H3，支持 15 秒时长、2560×1440 原生分辨率，是融合图像/视频/音频 12 张参考的 Omni 模型。该推文附带了多个电影感场景的生成 demo 和 prompt。","recommendation":"MiniMax 新视频模型 H3 首发，15 秒 2.5K 原生分辨率，支持 12 张参考图/视频/音频的 Omni 模型。做 AI 短剧和视觉的可以直接跑 demo 看风格一致性和出片质感。","href":"./2026-07-30.html#item-industry-1","url":"https://x.com/maxescu/status/2082563241062875568","tags":["video_gen","consistency","control"],"entities":["MiniMax","Hailuo_ai H3"],"gist":"MiniMax发布海螺H3视频模型，支持多参考"},{"id":"2026-07-30-industry-02","date":"2026-07-30","section":"industry","sectionName":"行业与平台","source":"Google DeepMind Blog","title":"We’re launching Lyria 3.5 in Google Flow Music, with…","summary":"Google DeepMind 发布 Lyria 3.5 模型，集成在 Google Flow Music 中。主要升级方向包括音乐性（旋律与和声结构）、歌词生成质量、人声表现力以及更精细的创作控制能力。面向 AI 音乐生成场景，适用于配乐、音效、背景音乐等后期制作环节。","recommendation":"Google 把音乐生成模型 Lyria 升到 3.5，音乐性、歌词、人声和创作控制都有提升，做 AI 配乐和音效的后期可以直接上手试新版本。","href":"./2026-07-30.html#item-industry-2","url":"https://deepmind.google/blog/were-launching-lyria-35-in-google-flow-music-with-advances-across-musicality-lyrics-vocals-and-creative-control/","tags":["audio_music","audio_voice"],"entities":["Lyria 3.5","Google Flow Music"],"gist":"Google发布Lyria 3.5音乐生成模型"},{"id":"2026-07-30-industry-03","date":"2026-07-30","section":"industry","sectionName":"行业与平台","source":"@pika_labs","title":"The rumors are true","summary":"Pika 官方 X 账号宣布，Seedance 2.5 即将登陆 Pika 平台。Seedance 2.5 是即梦（Dreamina）的视频生成模型迭代版本，此次集成意味着 Pika 用户将能在其界面内直接调用该模型进行视频生成。具体上线时间和功能细节尚未公布。","recommendation":"Pika 官宣即将接入 Seedance 2.5，做 AI 视频的可以蹲一波，看即梦模型在 Pika 上的出片质感有没有新花样。","href":"./2026-07-30.html#item-industry-3","url":"https://x.com/pika_labs/status/2082303093648359913","tags":["video_gen","industry"],"entities":["Pika","Seedance 2.5","即梦"],"gist":"Pika宣布接入即梦Seedance 2.5视频模型"},{"id":"2026-07-30-industry-04","date":"2026-07-30","section":"industry","sectionName":"行业与平台","source":"@cb_doge","title":"SpaceXAI 发布 Grok Voice Think Fast 2.0","summary":"SpaceXAI 发布 Grok Voice Think Fast 2.0，专为语音智能体设计。首字响应 0.70 秒，转录质量较 1.0 版提升 1.4 倍，嘈杂环境下转录效果提升约 10 倍，推理 token 使用减少 60%。支持 24 种语言，可在说话同时推理且无额外延迟。API 或 Voice Agent Builder 使用价格为每分钟 $0.08。","recommendation":"语音智能体模型更新，首字响应 0.7 秒、嘈杂环境转录提升 10 倍、推理 token 省 60%。做 AI 配音、虚拟角色对话、实时字幕的后期和整合者可以接 API 测一周，看延迟和自然度能不能直接上生产管线。","href":"./2026-07-30.html#item-industry-4","url":"https://x.com/cb_doge/status/2082530993525698786","tags":["audio_voice","agent","industry"],"entities":["Grok Voice Think Fast 2.0","SpaceXAI"],"gist":"SpaceXAI发布语音智能体模型Grok Voice 2.0"},{"id":"2026-07-30-industry-05","date":"2026-07-30","section":"industry","sectionName":"行业与平台","source":"X 关注流","title":"介绍 Tavus PAL Maker。 这是构建 PAL 的第一种无需编码的方式，PAL…","summary":"Tavus 发布 PAL Maker，零代码构建 PAL（Personal AI Lifelike）智能体应用。PAL 具备视觉、听觉、行动、记忆和情感理解能力，支持一对一或一对千互动。用户只需用自然语言描述需求，系统自动配置人格、面部、声音、判断力、记忆和安全护栏。已有用例包括招聘面试、培训角色扮演、销售演示、接待等。","recommendation":"Tavus 把 PAL 智能体构建门槛降到零代码，描述需求就能生成一个能看、能听、有记忆、有情感理解的数字人。做虚拟角色、AI 短剧、互动叙事的可以上手试一下，看它能不能当你的数字演员或 NPC 生成器。","href":"./2026-07-30.html#item-industry-5","url":"https://x.com/tavus/status/2082506151728685147","tags":["avatar","agent","ideation"],"entities":["Tavus","PAL Maker"],"gist":"Tavus零代码构建数字人智能体PAL"},{"id":"2026-07-30-tools-01","date":"2026-07-30","section":"tools","sectionName":"工具与能力","source":"@GeminiApp","title":"Level up your video editing with Gemini Omni","summary":"Gemini App 官方宣布 Gemini Omni 视频编辑功能限时免费，即日起至 2026 年 8 月 4 日 PT 23:59，用户可免费创建最多 10 条视频。核心编辑能力包括：替换画面中的物体、添加主体与空间之间的交互等。官方以一条推文串形式展示了四种推荐用法。","recommendation":"Gemini Omni 视频编辑功能限免，到 8 月 4 日能免费做 10 条。做后期和视觉的可以趁这周实测换物体、主体与空间交互这些能力，看能不能替代部分传统剪辑工序。","href":"./2026-07-30.html#item-tools-1","url":"https://x.com/GeminiApp/status/2082586356610654334","tags":["post_fx","editing","tutorial"],"entities":["Gemini Omni"],"gist":"Gemini Omni视频编辑功能限时免费"},{"id":"2026-07-30-tools-02","date":"2026-07-30","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"Video Podcast is live","summary":"HeyGen 上线 Video Podcast 功能，支持将文档、链接或创意自动生成为双人播客视频，包含演播室场景、多机位切换和 B-roll 素材，几分钟内即可出片，可直接发布。","recommendation":"HeyGen 把播客做成带多机位和 B-roll 的成品视频，做短剧和后期剪辑的可以当自动化模板用，省掉传统剪辑环节。","href":"./2026-07-30.html#item-tools-2","url":"https://x.com/HeyGen/status/2082510248489943367","tags":["avatar","editing","commercial"],"entities":["HeyGen"],"gist":"HeyGen上线自动生成双人播客视频功能"},{"id":"2026-07-30-tools-03","date":"2026-07-30","section":"tools","sectionName":"工具与能力","source":"@AYi_AInotes","title":"xAI插件TinyFish为Grok提供真实浏览器权限","summary":"xAI 插件市场新上线 TinyFish 插件，为 Grok 提供真实浏览器权限。免费版支持全网搜索、JS 渲染和一次读取 10 个链接；付费版可自动点击按钮、填写表单、登录用户后台（密码本地加密，Agent 不可见）。安装需一行命令装 Grok Build 并登录 xAI 账号。","recommendation":"xAI 插件市场新上 TinyFish，给 Grok 开了真实浏览器权限，能自动搜网页、填表单、登后台拉数据。做 AI 自动化工作流的技术整合者可以装起来用，省掉自己写爬虫和反爬的功夫。","href":"./2026-07-30.html#item-tools-3","url":"https://x.com/AYi_AInotes/status/2082509752098337193","tags":["agent","industry"],"entities":["TinyFish","Grok","xAI"],"gist":"xAI插件TinyFish为Grok提供浏览器权限"},{"id":"2026-07-30-tools-04","date":"2026-07-30","section":"tools","sectionName":"工具与能力","source":"@letz_ai","title":"The prophecy is true:","summary":"LetzAI 宣布 Seedance 2.5 即将在其平台上线，同时推出限时折扣码 LETZDANCE50，首月订阅享 5 折优惠。Seedance 2.5 是即梦视频生成模型的迭代版本，具体能力升级细节尚未公开。","recommendation":"Seedance 2.5 即将登陆 LetzAI，做 AI 视觉和短剧的可以蹲一下新版本出片质量，顺便用折扣码囤点额度。","href":"./2026-07-30.html#item-tools-4","url":"https://x.com/letz_ai/status/2082448763189067867","tags":["video_gen","industry","short_drama"],"entities":["LetzAI","Seedance 2.5","即梦"],"gist":"Seedance 2.5 上线 LetzAI 并推出折扣"},{"id":"2026-07-30-tools-05","date":"2026-07-30","section":"tools","sectionName":"工具与能力","source":"@op7418","title":"Codepilot 多模型协作：Grok 爬取、DeepSeek 写稿、GLM 统筹","summary":"Codepilot 上线多模型协作功能，用户可在同一聊天中启用由不同模型驱动的 subagent。一条提示词即可调用 Grok 爬取 Twitter 信息、DeepSeek 生成文案、K3 生成网页、GLM 5.2 统筹，完成 AI 热点事件统计。该模式能充分发挥各模型能力长处，并减少昂贵模型的消耗。","recommendation":"Codepilot 上线多模型协作，一条提示词调 Grok 爬信息、DeepSeek 写稿、GLM 统筹，做 AI 热点统计和内容自动化的技术整合者可以直接套用这个工作流，省掉手动切模型的成本。","href":"./2026-07-30.html#item-tools-5","url":"https://x.com/op7418/status/2082315101080879424","tags":["agent","prompt","industry"],"entities":["Codepilot","Grok","DeepSeek","GLM","K3"],"gist":"Codepilot 多模型协作工作流介绍"},{"id":"2026-07-30-methods-01","date":"2026-07-30","section":"methods","sectionName":"方法与经验","source":"Kling AI Blog","title":"8 Common Text-to-Video Mistakes to Avoid And How to Fix…","summary":"Kling AI 官方博客发布《8 Common Text-to-Video Mistakes to Avoid And How to Fix Them with AI》教程，系统总结文生视频生成中常见的 8 类错误类型，并提供对应的 AI 修复策略和实现方法，适合用作 AI 视频质量提升的实操参考。","recommendation":"Kling 官方出的实用教程，8 个常见文生视频错误都有对应的 AI 修复方法，做 AI 视频的可以直接当 checklist 用，省掉不少试错成本。","href":"./2026-07-30.html#item-methods-1","url":"https://klingai.com/blog/ai-video-troubleshooting-guide-mistakes","tags":["tutorial","video_gen","prompt"],"entities":["Kling AI"],"gist":"Kling 官方文生视频常见错误修复教程"},{"id":"2026-07-30-methods-02","date":"2026-07-30","section":"methods","sectionName":"方法与经验","source":"@emollick","title":"Flux 3 生成复杂提示视频效果惊人","summary":"Ethan Mollick 用 Flux 3 生成了一段 19 秒视频，提示词包含宇航员、摄政舞会、罗斯科壁画、骑士与忍者打斗等复杂元素，模型实现了多场景切换与细节连贯。该测试展示了 Flux 3 在复杂视频生成任务上的能力。","recommendation":"Flux 3 对复杂长提示的跟随能力，做 AI 短剧和视觉开发的可以直接拿这个 prompt 去测，看多场景切换和细节连贯性稳不稳。","href":"./2026-07-30.html#item-methods-2","url":"https://x.com/emollick/status/2082339882031026392","tags":["video_gen","prompt","case_study"],"entities":["Flux 3"],"gist":"Flux 3 复杂提示词视频生成能力测试"},{"id":"2026-07-30-methods-03","date":"2026-07-30","section":"methods","sectionName":"方法与经验","source":"@aziz4ai","title":"这不是普通的AI视频生成高精度，而且它能用阿拉伯语精确发音！…","summary":"用户 @aziz4ai 展示 Hailuo AI 新模型 MiniMax H3 的早期测试结果：仅通过提示词（含阿拉伯语文本和参考视频）即可生成带精确阿拉伯语发音的高精度 AI 视频，无需后期添加声音。该模型被描述为 Seedance 2.0 的强有力竞争者，支持基于参考视频的生成。","recommendation":"Hailuo AI 新模型 MiniMax H3 能直接通过提示词生成带阿拉伯语精确发音的视频，不用后期配音。做多语言短剧或角色口型同步的团队值得跑一遍，看语音和口型匹配度能到什么程度。","href":"./2026-07-30.html#item-methods-3","url":"https://x.com/aziz4ai/status/2082508548328599637","tags":["video_gen","audio_voice","lipsync","case_study"],"entities":["Hailuo AI","MiniMax H3","Seedance 2.0"],"gist":"MiniMax H3 提示词生成带阿拉伯语发音视频"},{"id":"2026-07-30-methods-04","date":"2026-07-30","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"AI 视频正在跨越商业门槛。 一张图片。一个简单的提示。 一个精致的、高端的产品广告——2K 画质…","summary":"博主 padphone 分享 Hailuo H3 内测体验：单图+简单提示词即可生成 2K 画质的高端产品广告视频，在视觉品味、品牌识别度和广告语言表达上表现突出，适合产品宣传片和品牌视觉物料制作。","recommendation":"Hailuo H3 出片质感已经能打商业广告了，做产品视频和品牌视觉的可以直接拿它跑一轮，看 2K 画质下的品牌调性还原度。","href":"./2026-07-30.html#item-methods-4","url":"https://x.com/lepadphone/status/2082586918525796858","tags":["video_gen","commercial","case_study"],"entities":["Hailuo H3"],"gist":"Hailuo H3 单图生成 2K 产品广告视频"},{"id":"2026-07-30-methods-05","date":"2026-07-30","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"We tested Depth Map Reference—the new chain creators use…","summary":"PixVerse 官方实测其 Depth Map Reference 功能：通过额外输入灰度深度图，让 AI 视频输出保持一致的镜头节奏、前后景关系和运动路径，提升画面空间逻辑的稳定性。该功能面向创作者工作流，适用于需要精确控制镜头运动和场景深度的 AI 视频制作场景。","recommendation":"PixVerse 官方实测 Depth Map Reference 功能，用灰度图控制镜头节奏和前后景关系。做 AI 视频的视觉师和后期可以直接套用这个工作流，出片稳定性比纯文生视频高不少。","href":"./2026-07-30.html#item-methods-5","url":"https://x.com/PixVerse_/status/2082515459400925583","tags":["control","video_gen","camera","tutorial"],"entities":["PixVerse"],"gist":"PixVerse深度图参考功能提升视频空间稳定性"},{"id":"2026-07-30-methods-06","date":"2026-07-30","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"Agent Two just dropped and it’s a massive leap from Agent…","summary":"创作者 @CharaspowerAI 用新发布的 Agent Two 制作了一分钟科幻短片，题材为实验室外星生物失控。推文附有成品链接，可对比 Agent One 评估其在叙事连贯性和视觉一致性上的提升。","recommendation":"用 Agent Two 跑了一分钟科幻短片，做 AI 短剧和编导的可以点开看成品质感，判断这个新 Agent 在叙事和视觉一致性上比前代强多少。","href":"./2026-07-30.html#item-methods-6","url":"https://x.com/CharaspowerAI/status/2082496695787819033","tags":["video_gen","case_study","consistency"],"entities":["Agent Two","Agent One"],"gist":"Agent Two生成科幻短片提升叙事连贯性"},{"id":"2026-07-30-methods-07","date":"2026-07-30","section":"methods","sectionName":"方法与经验","source":"@cb_doge","title":"Grok Build Mode 快速创建应用与游戏","summary":"用户分享在 Grok 中通过 Build Mode 快速创建应用与游戏的方法：选择 Build Mode，输入提示词提交即可生成。作者自己做了一个控制机械臂接 Starship 的小游戏。该方法适用于快速原型开发，无需代码，为 AI 创作者提供了低门槛的交互式内容生产路径。","recommendation":"Grok Build Mode 让非技术用户也能几分钟内搓出应用和小游戏，做互动叙事或快速原型验证的可以上手试一遍，步骤极其简单：下拉模式、写提示词、点提交。","href":"./2026-07-30.html#item-methods-7","url":"https://x.com/cb_doge/status/2082168378727289260","tags":["agent","tutorial","ideation"],"entities":["Grok"],"gist":"Grok Build Mode快速创建应用与游戏"},{"id":"2026-07-30-methods-08","date":"2026-07-30","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"If you've been enjoying the 30 days of HyperFrames, we'll…","summary":"HeyGen 宣布 30 天 HyperFrames 系列剩余内容将在 @HyperFrames_ 官方账号继续发布。Day20 主题为使用 Claude Design 创建 HyperFrames，附有文章链接，展示利用设计工具生成视觉框架的工作流。","recommendation":"HyperFrames 系列开始聚焦成片流程，Day20 用 Claude Design 生成视觉框架，做 AI 视觉和胶片的可以翻一翻过往文章看具体方法。","href":"./2026-07-30.html#item-methods-8","url":"https://x.com/HeyGen/status/2081185142354452566","tags":["tutorial","art_design","agent"],"entities":["HeyGen","HyperFrames","Claude Design"],"gist":"HyperFrames系列用Claude Design生成视觉框架"},{"id":"2026-07-30-methods-09","date":"2026-07-30","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"Nobody's talking about how AI just learned to show emotion","summary":"PixVerse 官方发布一条 AI 生成狗的行为短片，展示 AI 模型对动物情绪的模仿与表现。推文附有完整 prompt 链接，可供创作者复现或调整使用。可以作为 AI 角色表演的情绪参考。","recommendation":"PixVerse 自己的狗情绪演示，带 prompt 链接，做 AI 短剧或角色动画的可以拉片看 AI 怎么演情绪。","href":"./2026-07-30.html#item-methods-9","url":"https://x.com/PixVerse_/status/2082073677789835670","tags":["performance","video_gen","case_study"],"entities":["PixVerse"],"gist":"PixVerse展示AI生成狗的情绪表现"},{"id":"2026-07-30-methods-10","date":"2026-07-30","section":"methods","sectionName":"方法与经验","source":"@oran_ge","title":"同事做了个空耳沙雕 skill … 输入一段音乐，自动生成并剪辑成沙雕 MV","summary":"X 用户 Oran Ge 分享同事制作的 AI 空耳沙雕 MV 生成 skill，输入一段音乐即可自动生成并剪辑成沙雕风格 MV，视频演示时长 1 分 09 秒。该 skill 将音乐分析、空耳字幕生成、画面匹配和剪辑自动化整合为单一流程。","recommendation":"输入音乐自动出沙雕 MV，做 AI 短剧和后期剪辑的可以看看这个 skill 的工作流，省掉手动对轨和空耳字幕的功夫。","href":"./2026-07-30.html#item-methods-10","url":"https://x.com/oran_ge/status/2082372974150361089","tags":["mv","editing","agent","subtitle"],"entities":[],"gist":"AI空耳沙雕MV生成skill自动剪辑"},{"id":"2026-07-30-works-01","date":"2026-07-30","section":"cases","sectionName":"作品与案例","source":"@joshesye","title":"一口气刷完《归墟》11集 知道AI视频强，但是没想到真的可以到拍科幻电影这个程度…","summary":"AI 科幻短剧《归墟》已更新至 11 集，题材为变异兽、生物危机与人类进化，包含打斗、人群、导弹轰炸等大场面。作者为北影节 AIGC 奖得主，专业导演下场制作。","recommendation":"AI 科幻短剧《归墟》11 集已出，做 AI 短剧和编导的可以拉片看变异兽、打斗、人群等大场面的一致性处理，以及短剧叙事节奏和反转设计。","href":"./2026-07-30.html#item-cases-1","url":"https://x.com/joshesye/status/2082357613313101877","tags":["short_drama","case_study","consistency","film"],"entities":[],"gist":"AI科幻短剧《归墟》11集拉片分析"},{"id":"2026-07-30-works-02","date":"2026-07-30","section":"cases","sectionName":"作品与案例","source":"X 关注流","title":"Flick Originals presents “Mother” A film by Hernán Cabezas…","summary":"Flick 官方发布驻留项目 AI 短片《Mother》，导演 Hernán Cabezas 创作，探讨独立电影人如何在保持创作控制权的前提下使用 AI 工具。短片已上线可观看。","recommendation":"Flick 驻留项目出品的 AI 短片，导演 Hernán Cabezas 用 AI 做独立电影，编导和视觉师可以拉片看叙事控制和风格统一性。","href":"./2026-07-30.html#item-cases-2","url":"https://x.com/flickartHQ/status/2082496373899874659","tags":["film","case_study","control"],"entities":["Flick"],"gist":"Flick驻留项目AI短片《Mother》展示"},{"id":"2026-07-30-works-03","date":"2026-07-30","section":"cases","sectionName":"作品与案例","source":"B站热门·AI 影视","title":"孟婆也会退休？AI短片《小孟来了》丨一万个平行宇宙","summary":"B站AI短片《小孟来了》，时长6分26秒，以孟婆退休为切入点讲述告别主题。作品在B站获得155.2万播放，进入全站排行榜第99名。","recommendation":"B站AI短片，用孟婆退休的设定讲告别，叙事有巧思。做AI短剧的可以拉片看角色一致性和6分钟内的叙事节奏处理。","href":"./2026-07-30.html#item-cases-3","url":"https://www.bilibili.com/video/BV1grgf61Ejx","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"B站AI短片《小孟来了》叙事与一致性"},{"id":"2026-07-30-works-04","date":"2026-07-30","section":"cases","sectionName":"作品与案例","source":"@umesh_ai","title":"Somebody was always up at night making tomorrow work","summary":"Runway 广告大赛参赛短片《One Good Turn》，由两人团队（@umesh_ai x @FutureVibesAi）制作，主题致敬那些在深夜默默工作的人。","recommendation":"Runway 广告大赛参赛作品，两人团队完成，做 AI 短剧和广告的可以拉片看叙事节奏和视觉风格，参考小团队出片效率。","href":"./2026-07-30.html#item-cases-4","url":"https://x.com/umesh_ai/status/2082429270228718076","tags":["commercial","case_study","short_drama"],"entities":["Runway"],"gist":"Runway广告大赛短片《One Good Turn》"},{"id":"2026-07-30-works-05","date":"2026-07-30","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"当绝世美人，被喂下一颗神秘药丸……","summary":"B站UP主「月落乌啼丶丶」的AI古装短剧系列新一集，含AI生成内容，古装美人题材，趣味情景剧情向，系列共57集已更新至第54集。","recommendation":"B站个人创作者的AI古装短剧系列新一集，做AI短剧的可以拉片看角色一致性和古装题材的视觉处理，但信息量有限，当个风格参考就行。","href":"./2026-07-30.html#item-cases-5","url":"https://www.bilibili.com/video/BV1Rsga6rEMv","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"B站AI古装短剧系列新集风格参考"},{"id":"2026-07-31-industry-01","date":"2026-07-31","section":"industry","sectionName":"行业与平台","source":"@OpenAI","title":"Making advanced intelligence more abundant and affordable…","summary":"OpenAI 宣布，借助 GPT-5.6 Sol 在效率上的突破，已降低 Luna 和 Terra 两款模型的 API 调用价格。具体降价幅度和新的定价细节需查看官方公告。这是 OpenAI 在降低高级智能使用成本上的最新动作。","recommendation":"OpenAI 官宣 Luna 和 Terra 模型降价，做 AI 短剧和批量出片的团队可以算算 API 成本降了多少，直接决定下一轮制作预算。","href":"./2026-07-31.html#item-industry-1","url":"https://x.com/OpenAI/status/2082878192390689147","tags":["cost_open","industry"],"entities":["OpenAI","Luna","Terra"],"gist":"OpenAI降低Luna和Terra模型API价格"},{"id":"2026-07-31-industry-02","date":"2026-07-31","section":"industry","sectionName":"行业与平台","source":"@ArtificialAnlys","title":"NVIDIA Cosmos3 蒸馏版登顶开源文生图/视频榜首","summary":"NVIDIA 发布 Cosmos3-Super-4Step 蒸馏模型，将文生图推理步数从 50 步降至 4 步，图生视频从 35 步降至 4 步，并去除了无分类器引导（CFG），登顶开源文生图/视频榜首。","recommendation":"NVIDIA 把文生图推理步数从 50 步压到 4 步，图生视频从 35 步压到 4 步，还去掉了无分类器引导。做视觉和短剧的可以接 API 测一下出片速度和废片率，省时间就是省钱。","href":"./2026-07-31.html#item-industry-2","url":"https://x.com/ArtificialAnlys/status/2082929595226165285","tags":["image_gen","video_gen","cost_open"],"entities":["NVIDIA","Cosmos3-Super-4Step"],"gist":"NVIDIA蒸馏模型降低文生图视频推理步数"},{"id":"2026-07-31-industry-03","date":"2026-07-31","section":"industry","sectionName":"行业与平台","source":"@HeyGen","title":"AI avatars have had the timeline's attention since our…","summary":"HeyGen 官方宣布，自其播客上线后 AI 数字分身引发关注，将推出系列教程讲解如何制作最佳输出，首期主题为数字分身设置。目前仅发布预告，具体教程内容需查看链接。","recommendation":"HeyGen 宣布要出数字分身制作教程系列，做虚拟角色和 AI 短剧的可以蹲一下，看官方怎么定义最佳实践。","href":"./2026-07-31.html#item-industry-3","url":"https://x.com/HeyGen/status/2082889004412973078","tags":["avatar","tutorial"],"entities":["HeyGen"],"gist":"HeyGen推出数字分身制作教程系列"},{"id":"2026-07-31-tools-01","date":"2026-07-31","section":"tools","sectionName":"工具与能力","source":"@LumaLabsAI","title":"Layers is now live in Luma Agents","summary":"LumaLabs 在 Luma Agents 中上线「Layers」功能，支持从 Luma 生成或用户上传的图片中自动提取图层（产品、背景、标题等），用户可单独替换其中任一元素而保留其余部分不变，基于 Uni-1 模型驱动。","recommendation":"Luma Agents 新增图层提取能力，从图片里单独抠出产品、背景、标题分别替换，做广告物料和视觉迭代的可以省掉来回切图软件的时间。","href":"./2026-07-31.html#item-tools-1","url":"https://x.com/LumaLabsAI/status/2082813292335046837","tags":["image_gen","editing","agent"],"entities":["Luma Agents","Uni-1"],"gist":"Luma Agents新增图层提取与替换功能"},{"id":"2026-07-31-tools-02","date":"2026-07-31","section":"tools","sectionName":"工具与能力","source":"@Alibaba_Wan","title":"Your words become worlds","summary":"阿里 Wan 视频推出实时生成模式（Realtime mode），用户输入文字描述即可实时重塑画面，无需点击生成按钮或等待加载，实现边想边改的交互式视觉创作。","recommendation":"Wan 视频的实时生成模式，打字即改画面，不用点生成按钮。做视觉概念设计和分镜的可以当实时画板用，省掉反复调参的等待时间。","href":"./2026-07-31.html#item-tools-2","url":"https://x.com/Alibaba_Wan/status/2082748687533715938","tags":["video_gen","ideation","control"],"entities":["Wan"],"gist":"阿里Wan视频推出实时生成模式"},{"id":"2026-07-31-tools-03","date":"2026-07-31","section":"tools","sectionName":"工具与能力","source":"@elevenlabs","title":"Audiobooks detects the characters in your manuscript and…","summary":"ElevenLabs 为有声书制作新增角色语音自动分配功能：上传文稿后自动识别角色并推荐对应声音，支持预览角色在对话中的实际朗读效果，而非通用样本。该功能直接嵌入有声书制作流程，减少手动分配角色的工作量。","recommendation":"ElevenLabs 给有声书加了个角色语音自动分配功能，上传文稿自动识别角色并匹配声音，还能听角色在对话里的实际效果。做 AI 配音和有声书的后期可以直接省掉手动分配角色的步骤。","href":"./2026-07-31.html#item-tools-3","url":"https://x.com/ElevenLabs/status/2082850831569764421","tags":["audio_voice","script"],"entities":["ElevenLabs"],"gist":"ElevenLabs自动分配角色语音功能"},{"id":"2026-07-31-tools-04","date":"2026-07-31","section":"tools","sectionName":"工具与能力","source":"@fofrAI","title":"Gemini 新增免费视频生成功能","summary":"Google 旗下 Gemini App 宣布限时免费提供 10 个 Omni 视频生成额度，截止太平洋时间 2026 年 8 月 4 日 23:59。用户可在工具菜单中选择「创建视频」进行生成、编辑和混剪。该活动面向所有用户，无需付费即可体验 Gemini Omni 的视频生成能力。","recommendation":"Gemini 免费送 10 个 Omni 视频生成额度，截止 8 月 4 日。做短剧和视觉的可以趁免费期实测 Omni 的生成质量和风格一致性，零成本试错。","href":"./2026-07-31.html#item-tools-4","url":"https://x.com/fofrAI/status/2082860353021440287","tags":["video_gen","cost_open"],"entities":["Gemini","Omni"],"gist":"Gemini限时免费提供视频生成额度"},{"id":"2026-07-31-tools-05","date":"2026-07-31","section":"tools","sectionName":"工具与能力","source":"@WonderStudiosX","title":"It's Masterclass time","summary":"CapCut 推出 Director Mode（导演模式），面向 AI 影视创作全流程：从创意构思、分镜规划、素材管理到最终精修，整合在单一工作流内，不再只是生成片段后切到其他工具处理。该模式已上线，具体功能细节和操作界面需查看链接原文。","recommendation":"CapCut 把导演模式塞进剪辑台，从构思到分镜到素材管理到精修一条线走完，做 AI 短剧和长片的可以上手跑一遍，看能不能省掉来回切工具的功夫。","href":"./2026-07-31.html#item-tools-5","url":"https://x.com/WonderStudiosX/status/2082904058143314195","tags":["editing","ideation","storyboard","agent"],"entities":["CapCut"],"gist":"CapCut导演模式整合AI影视全流程工作流"},{"id":"2026-07-31-tools-06","date":"2026-07-31","section":"tools","sectionName":"工具与能力","source":"@gdb","title":"OpenAI 将 Airtable 集成进 ChatGPT","summary":"OpenAI 与 Airtable 合作，将后者直接集成进 ChatGPT。用户可在聊天界面连接已有数据表、生成新表格结构，并将非结构化对话即时转化为可运行的工作流。该功能由 OpenAI 总裁 Greg Brockman 在 X 上宣布，Airtable 官方账号同步发布。","recommendation":"ChatGPT 直接连 Airtable，聊天界面就能建表、改结构、把零散对话转成可跑的工作流。做 AI 短剧或视觉项目的制片和整合者，可以省掉手动整理素材表、排期表、分镜表的时间，直接在对话里生成和更新。","href":"./2026-07-31.html#item-tools-6","url":"https://x.com/gdb/status/2082694260969902087","tags":["agent","industry"],"entities":["ChatGPT","Airtable"],"gist":"ChatGPT集成Airtable实现对话式数据工作流"},{"id":"2026-07-31-tools-07","date":"2026-07-31","section":"tools","sectionName":"工具与能力","source":"@OpenAIDevs","title":"Codex 中的 ImageGen 刚刚获得了新的灯箱和画布。 现在，在您的工作流程中探索和优化视觉效果变得更加容易…","summary":"OpenAI 为 Codex 中的 ImageGen 功能新增灯箱和画布界面，方便在工作流中预览和调整生成图像。同时，ChatGPT 和 Codex 桌面端上线了新的图像编辑工作流，支持点击角色、擦除元素、标注修改位置等交互式操作，减少对长 prompt 的依赖。","recommendation":"Codex 里 ImageGen 的灯箱和画布更新，主要是 UI 交互层面的优化，对创作工作流影响有限。做视觉的可以看一眼，但不用专门跑一遍。","href":"./2026-07-31.html#item-tools-7","url":"https://x.com/OpenAIDevs/status/2082944138635595782","tags":["image_gen","control"],"entities":["Codex","ImageGen","ChatGPT"],"gist":"Codex图像生成新增灯箱画布与交互编辑"},{"id":"2026-07-31-methods-01","date":"2026-07-31","section":"methods","sectionName":"方法与经验","source":"@underwoodxie96","title":"MiniMax H3 @Hailuo_AI just dropped, and I tested it with…","summary":"MiniMax 旗下 Hailuo AI 发布新模型 H3，个人创作者用 15 秒 prompt 实测，生成结果在角色运动、物理交互和镜头连续性上表现突出，初步观感接近 Seedance 2.0 水平。","recommendation":"MiniMax 新模型 H3 刚出，实测 15 秒 prompt 出片，角色运动、物理交互和镜头连续性接近 Seedance 2.0。做 AI 短剧和视觉的可以点开看实测对比，判断值不值得切工具链。","href":"./2026-07-31.html#item-methods-1","url":"https://x.com/underwoodxie96/status/2082747838782386563","tags":["video_gen","case_study"],"entities":["MiniMax","Hailuo AI","H3","Seedance 2.0"],"gist":"MiniMax H3模型实测表现接近Seedance 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短片的工作室可以直接套这个工作流，省去试错成本。","href":"./2026-07-31.html#item-methods-3","url":"https://klingai.com/blog/ai-image-to-video-personalized-education-content","tags":["tutorial","video_gen","avatar","audio_voice"],"entities":["Kling AI"],"gist":"Kling AI教程制作个性化教育视频全流程"},{"id":"2026-07-31-methods-04","date":"2026-07-31","section":"methods","sectionName":"方法与经验","source":"Hacker News 热门","title":"重构AI智能体代码库的经济效益：Thoughtworks CTO实验证明可大幅降低token消耗","summary":"Thoughtworks CTO Giles Edwards-Alexander 通过实验证明，对 AI 智能体（Claude Code + Cursor）生成的约 15 万行 Rust 应用进行代码重构，可大幅降低后续修改的 token 消耗。单个数据访问层文件从 17,155 行重构至 3,695 行，输入 token 消耗从 159,564 降至 27,360。","recommendation":"AI 生成代码越堆越贵？Thoughtworks CTO 用实测数据告诉你重构能省多少 token。做 AI 短剧批量生产管线、搭自动化工作流的技术整合者，这个成本模型可以直接套用评估自己的项目。","href":"./2026-07-31.html#item-methods-4","url":"https://martinfowler.com/articles/exploring-gen-ai/refactoring-economic-benefit.html","tags":["agent","cost_open","tutorial"],"entities":["Claude Code","Cursor"],"gist":"重构AI智能体代码库可降低token消耗"},{"id":"2026-07-31-methods-05","date":"2026-07-31","section":"methods","sectionName":"方法与经验","source":"Runway","title":"Skyscanner 如何用 Runway 消除前期制作中的猜测","summary":"Skyscanner 品牌团队在美加广告拍摄中，用 Runway 辅助艺术指导，在开拍前锁定镜头构图、灯光方向和演员站位，并将生成的场景、道具和构图直接放入最终广告版式（OOH、Meta 广告等）。团队将原本两周的构思过程压缩为可执行的预可视化方案，使拍摄现场反馈闭环从后期提前到实时。","recommendation":"Skyscanner 用 Runway 做广告预可视化，把两周的构思压成可执行的方案，片场实时验证。做导演和美术的可以看看这套工作流怎么把后期反馈提前到拍摄现场。","href":"./2026-07-31.html#item-methods-5","url":"https://runwayml.com/news/customers/skyscanner","tags":["commercial","case_study","camera","lighting"],"entities":["Runway"],"gist":"Skyscanner用Runway做广告预可视化"},{"id":"2026-07-31-methods-06","date":"2026-07-31","section":"methods","sectionName":"方法与经验","source":"@dotey","title":"AI 生成 PPT 的最佳中间格式是 HTML+CSS","summary":"宝玉基于其 baoyu-design Skill 实践指出，AI 生成美观且易编辑的 PPT 的最佳中间格式是 HTML+CSS，Claude Opus 模型效果最好。若要转为原生 PPTX，需使用有约束的 HTML+CSS。引用推文则强调，设计精炼直观且往返高保真的中间表示才是正确路线，基于 HTML 或操作 PPT 软件包的方案在效率和成本上均不占优。","recommendation":"做 AI 演示文稿或视觉提案的，可以拿这套 HTML+CSS 中间格式思路跑一遍，比直接操作 PPTX 工具链出图更可控，Claude Opus 出 HTML 效果最好。","href":"./2026-07-31.html#item-methods-6","url":"https://x.com/dotey/status/2082643908144615771","tags":["tutorial","prompt","art_design"],"entities":["Claude Opus","baoyu-design"],"gist":"AI生成PPT最佳中间格式是HTML+CSS"},{"id":"2026-07-31-methods-07","date":"2026-07-31","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"三个月，50 多条视频，1 万粉，20 多个广告，累计变现 3 万多…","summary":"Rachel @Zesee 分享其3个月从0运营抖音账号的完整数据：累计50余条视频、1万粉丝、20多个广告合作、变现超3万元。公开了使用的AI工作流和数字人口播的Codex Skill，并组建付费实战群共享方法与工具。","recommendation":"个人AI做抖音账号的实操复盘，3个月50多条视频做到1万粉变现3万+，公开了工作流和Codex Skill。做AI短视频/数字人口播的创作者可以拆解她的变现路径和自动化流程。","href":"./2026-07-31.html#item-methods-7","url":"https://x.com/Zesee/status/2081588868319424900","tags":["short_drama","avatar","case_study","agent"],"entities":["Codex"],"gist":"3个月抖音账号变现3万+的AI工作流"},{"id":"2026-07-31-methods-08","date":"2026-07-31","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"AI 模型什么时候开始这么懂 K-pop MV 的艺术指导了？ 试着在 Seedance 2…","summary":"AI 创作者 Sani Ai Tech 在 X 上分享实测：同一 K-pop MV 项目分别用 Seedance 2.0 和 MiniMax H3 生成，Seedance 2.0 输出经典僵硬 AI 动作，H3 则产出富有表现力的偶像动作，动态文本也能无缝融入画面美学。","recommendation":"个人实测对比 Seedance 2.0 和 MiniMax H3 在 K-pop MV 风格上的表现，做 AI 视觉和 MV 的可以看 H3 的偶像动作和动态文本效果，当个风格参考。","href":"./2026-07-31.html#item-methods-8","url":"https://x.com/SaniAiTech/status/2082827449705132261","tags":["mv","video_gen","performance","case_study"],"entities":["Seedance 2.0","MiniMax H3"],"gist":"对比Seedance和H3生成K-pop MV效果"},{"id":"2026-07-31-methods-09","date":"2026-07-31","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"Depth Map is a control layer: grayscale distance…","summary":"PixVerse 官方推文解释深度图作为控制层的核心原理：通过灰度距离信息让模型识别场景中物体的远近和运动方向（向前/向后）。链接指向详细说明或演示，适合想精细控制生成视频镜头语言的创作者参考。","recommendation":"PixVerse 官方把深度图控制层拿来单独讲，做 AI 视频的视觉和后期可以点开链接看具体用法，对理解镜头景深和运动控制有基础参考价值。","href":"./2026-07-31.html#item-methods-9","url":"https://x.com/PixVerse_/status/2081747661905092787","tags":["control","video_gen","camera"],"entities":["PixVerse"],"gist":"PixVerse解释深度图作为控制层原理"},{"id":"2026-07-31-methods-10","date":"2026-07-31","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"Codex 5.6 一句话生成视频，剪辑师要失业了！ 经过一周深度测试，我挖出4个必学技能，直接打通视频制作全链路：…","summary":"AI樱木（@0xSilver_Time）分享Codex 5.6在视频制作中的4个实用技能：HyperFrames（文字到视频框架）、Remotion（React批量生成，适合数字人+动效）、video-use（自动识别素材卡点剪辑）、Seedance（电影级运镜prompt生成）。每条工具附外链，实测一周总结。","recommendation":"个人实测Codex 5.6做视频的4个技能：HyperFrames出策划到渲染、Remotion批量出片、video-use自动卡点剪辑、Seedance补运镜指令。做AI视频的可以快速检一遍链接，省自己试错。","href":"./2026-07-31.html#item-methods-10","url":"https://x.com/0xSilver_Time/status/2081681057993441552","tags":["video_gen","editing","agent","tutorial"],"entities":["Codex 5.6","HyperFrames","Remotion","video-use","Seedance"],"gist":"Codex 5.6 四个技能打通视频制作全链路"},{"id":"2026-07-31-works-01","date":"2026-07-31","section":"cases","sectionName":"作品与案例","source":"@googleflowmusic","title":"“Hasta Que Salga El Sol”, made with Lyria 3","summary":"Google Flow Music 官方发布用 Lyria 3.5 在 Flow Music 平台生成的完整音乐作品《Hasta Que Salga El Sol》，展示 Lyria 3.5 在音乐生成上的实际出片效果，风格偏拉丁流行，音质和结构完整性是看点。","recommendation":"Google Flow Music 用 Lyria 3.5 生成的完整音乐作品，做 AI 配乐和声音设计的可以直接拉片听音质和风格一致性，看 Lyria 3.5 在 Flow Music 里的实际出片水平。","href":"./2026-07-31.html#item-cases-1","url":"https://x.com/googleflowmusic/status/2082496768806396210","tags":["audio_music","case_study"],"entities":["Lyria 3.5","Flow Music"],"gist":"Lyria 3.5 生成完整拉丁流行音乐作品"},{"id":"2026-07-31-works-02","date":"2026-07-31","section":"cases","sectionName":"作品与案例","source":"@fofrAI","title":"Flux 3 发布：金属乐队现场手机翻录","summary":"fofr 用 Flux 3 生成了一段金属乐队现场手机翻录视频，模拟小场地演出返场时的盗录质感，包含手抖、人群模糊等真实手机拍摄特征。评论区多位用户表示伪劣画质处理比单纯加噪点更自然，难以一眼分辨是否为 AI 生成。","recommendation":"Flux 3 的伪手机翻录质感很到位，手抖和人群模糊不是简单加噪点，做视觉和后期的一眼就能看出区别。","href":"./2026-07-31.html#item-cases-2","url":"https://x.com/fofrAI/status/2082404473146659215","tags":["video_gen","post_fx"],"entities":["Flux 3"],"gist":"Flux 3 生成金属乐队手机翻录质感视频"},{"id":"2026-07-31-works-03","date":"2026-07-31","section":"cases","sectionName":"作品与案例","source":"@CuiMao","title":"大家好，我们即将迎来Seedance2.5，请允许我榨干Seedance2…","summary":"创作者 CuiMao 在 Seedance 2.5 即将到来之际，用 Seedance 2.0 配合 Kimi K3 模型制作了一部游戏流程体验视频，作为对 Seedance 2.0 的告别作品。视频为 AI 生成，完整流程需点击评论区链接体验。","recommendation":"Seedance 2.0 极限压榨 + Kimi K3 模型配合，做 AI 短剧和视觉的可以拉片看角色一致性和镜头连贯性在极限性能下的表现。","href":"./2026-07-31.html#item-cases-3","url":"https://x.com/CuiMao/status/2082654917123060215","tags":["video_gen","consistency","case_study"],"entities":["Seedance 2.0","Kimi K3"],"gist":"Seedance 2.0 配合 Kimi K3 制作游戏流程视频"},{"id":"2026-07-31-works-04","date":"2026-07-31","section":"cases","sectionName":"作品与案例","source":"B站热门·AI 影视","title":"【第二集】🐧赛伊德：“我变成女孩了？！”🐧","summary":"B站AI短剧系列《赛伊德》第二集，4分半钟，变身喜剧题材。由B站官方AI平台updream制作，监制徐Toso，动画导演巴巴Boyei，AIGC生成师旁可PANKO。系列化AI短剧，角色一致性和叙事节奏是看点。","recommendation":"B站AI短剧系列第二集，4分半的变身喜剧，做AI短剧的可以拉片看角色一致性和叙事节奏，尤其是B站官方AI平台updream的成片质感。","href":"./2026-07-31.html#item-cases-4","url":"https://www.bilibili.com/video/BV1zL346TEuB","tags":["short_drama","animation","consistency"],"entities":["updream"],"gist":"B站AI短剧《赛伊德》第二集展示角色一致性"},{"id":"2026-07-31-works-05","date":"2026-07-31","section":"cases","sectionName":"作品与案例","source":"小红书 AI 内容搜索","title":"郭帆认证‼️现在的国产AI短片这么夯了嘛🤔","summary":"小红书作者「一叶扁舟-」发布 AI 短片，标题提及郭帆认证，点赞 1044。正文仅含小红书首页链接，无作品正片、无工具链、无工作流细节。","recommendation":"标题蹭了郭帆热度，但正文只有链接没有作品本体，无法判断质量。做 AI 短剧的可以搜作者主页看看，但这条本身信息量约等于零。","href":"./2026-07-31.html#item-cases-5","url":"https://www.xiaohongshu.com/explore/6a63367c000000000c0153c9","tags":["short_drama","case_study"],"entities":[],"gist":"郭帆认证AI短片但正文无实质内容"},{"id":"2026-08-01-industry-01","date":"2026-08-01","section":"industry","sectionName":"行业与平台","source":"@dreamina_ai","title":"全球发布：Dreamina Seedance 2.5 现已上线！","summary":"Dreamina 官方发布 Seedance 2.5，定位最具电影感的视频模型。核心能力：单次生成原生 30 秒视频、长视频模式最长 3 分钟全程保持一致性、全新互动编辑可重塑画面任意部分、精确到 1 秒的时间戳控制。配套 Dreamina AI Maya 和 Blender 插件，支持最多 50 个多模态参考素材（含 3D 白模和绿幕），可将 AI 生成融入真实制作流程。现向订阅用户开放，已上线东南亚、中东、非洲、欧洲和南美，限时每次生成节省高达 32% 积分。","recommendation":"Seedance 2.5 正式上线，单次原生 30 秒、长视频模式最长 3 分钟保持一致性，还带 Maya/Blender 插件和 3D 白模/绿幕参考，做电影级流程和短剧的可以直接上手测长镜头叙事。","href":"./2026-08-01.html#item-industry-1","url":"https://x.com/dreamina_ai/status/2083056471147958714","tags":["video_gen","consistency","control","three_d","cost_open"],"entities":["Dreamina","Seedance 2.5","Maya","Blender"],"gist":"Seedance 2.5上线，支持长视频一致性与3D参考"},{"id":"2026-08-01-industry-02","date":"2026-08-01","section":"industry","sectionName":"行业与平台","source":"@deepseek_ai","title":"DeepSeek-V4-Flash API公测上线，Agent能力大幅升级","summary":"DeepSeek 官方宣布 V4-Flash API 公测上线，Agent 能力大幅升级，基准测试分数远超 V4-Pro-Preview。V4-Flash 原生支持 Responses API 格式，并已完全适配 Codex，官方文档提供配置详情。V4-Flash-0731 与预览版保持相同模型架构和大小，本次升级仅针对 V4-Flash API，V4-Pro API 和 App/Web 模型暂未变动。","recommendation":"DeepSeek-V4-Flash 官方 API 公测上线，Agent 能力大幅升级，基准测试分数远超 V4-Pro-Preview，原生支持 Responses API 并完全适配 Codex。做 AI 短剧批量生产、自动化剪辑/转写链路的，可以接 API 实测 Agent 能力提升幅度。","href":"./2026-08-01.html#item-industry-2","url":"https://x.com/deepseek_ai/status/2083084415157022911","tags":["agent","industry"],"entities":["DeepSeek-V4-Flash","Codex"],"gist":"DeepSeek-V4-Flash API公测，Agent能力升级"},{"id":"2026-08-01-industry-03","date":"2026-08-01","section":"industry","sectionName":"行业与平台","source":"@Hailuo_AI","title":"MiniMax H3: Toward Open, General-Purpose, Omni-Modal…","summary":"MiniMax（@Hailuo_AI）发布 H3 模型，定位开放、通用、全模态（Omni-Modal）生成，覆盖视频、图像、音频等多模态生成能力，主打开源与通用性。作为 Hailuo 系列下一代模型，H3 面向创作者提供统一的多模态生成入口，具体参数与开源细节待官方公布。","recommendation":"MiniMax 开源新一代全模态生成模型 H3，主打开放通用，视频、图像、音频生成能力大概率整合进同一模型。做 AI 短剧和视觉的可以蹲一下开源权重，看能不能直接接进现有工作流。","href":"./2026-08-01.html#item-industry-3","url":"https://x.com/Hailuo_AI/status/2083016832844550542","tags":["video_gen","image_gen","audio_voice","audio_music","cost_open"],"entities":["MiniMax","H3","Hailuo"],"gist":"MiniMax发布全模态生成模型H3，主打开源"},{"id":"2026-08-01-industry-04","date":"2026-08-01","section":"industry","sectionName":"行业与平台","source":"OpenAI Blog","title":"Building abundant intelligence","summary":"OpenAI 官方博客发布《Building abundant intelligence》，阐述其全栈方法：从芯片、数据中心到模型与产品，目标是让高级 AI 更强大、更便宜、更广泛可用。文章为战略方向性概述，未披露具体模型、价格或技术参数。","recommendation":"OpenAI 官方发了一篇全栈路线图，讲怎么把高级 AI 做得更便宜更好用。做 AI 短剧和批量生产的可以扫一眼成本趋势，但没具体参数，信息密度一般。","href":"./2026-08-01.html#item-industry-4","url":"https://openai.com/index/building-abundant-intelligence","tags":["industry"],"entities":["OpenAI"],"gist":"OpenAI发布全栈战略，降低AI成本"},{"id":"2026-08-01-tools-01","date":"2026-08-01","section":"tools","sectionName":"工具与能力","source":"@MayorKingAI","title":"Agent Two can now actually understand what you give it","summary":"Agent Two 更新：支持上传视频、图片、脚本、PDF、YouTube 链接、Drive 文件或粗剪，并在项目完整上下文中分析，而非作为孤立文件处理。处理速度提升 4 倍，价格减半。适用于后期审片、素材整理、脚本分析等创作流程环节。","recommendation":"Agent Two 现在能直接吃视频、图片、脚本、PDF、YouTube 链接和粗剪，在项目上下文里分析而不是当孤立文件，速度 4 倍、价格减半。做后期和制片流程的可以接进工作流试一周，看它能不能真帮你审片和整理素材。","href":"./2026-08-01.html#item-tools-1","url":"https://x.com/MayorKingAI/status/2083218246174417340","tags":["agent","editing","case_study"],"entities":["Agent Two"],"gist":"Agent Two支持多格式输入，提升处理速度"},{"id":"2026-08-01-tools-02","date":"2026-08-01","section":"tools","sectionName":"工具与能力","source":"@Google","title":"RT @GeminiApp: Gemini Spark is rolling out to Google AI Pro…","summary":"Google 宣布 Gemini Spark 个人 AI 代理开始向美国以外地区的 Google AI Pro 用户开放。Spark 是后台常驻型个人代理，可自主处理任务。对创作者来说，这类后台代理若接入媒体生成或素材整理链路，可减少重复性操作，但目前公开信息有限，具体能力边界需实测。","recommendation":"Google 把 Gemini Spark 个人 AI 代理扩展到美国以外地区的 AI Pro 用户，后台常驻型代理，做自动化工作流的可以关注它跟创作管线的结合点。","href":"./2026-08-01.html#item-tools-2","url":"https://x.com/Google/status/2083304489558167635","tags":["agent","industry"],"entities":["Gemini Spark","Google"],"gist":"Gemini Spark代理扩展至美国以外用户"},{"id":"2026-08-01-tools-03","date":"2026-08-01","section":"tools","sectionName":"工具与能力","source":"@opencode","title":"DeepSeek V4 Flash 上线 OpenCode 免费层","summary":"OpenCode 官方宣布 DeepSeek V4 Flash 已上线其 Go 版和免费层，初步反馈显示相比 Preview 版本有大幅改进。对 AIGC 创作者来说，这意味着在 OpenCode 命令行工具中可免费调用一个更强的推理模型，适合用于自动化脚本编写、批量媒体处理等创作流水线环节。","recommendation":"DeepSeek V4 Flash 进了 OpenCode 免费层，做 AI 短剧和批量内容生产的可以直接在命令行里白嫖一个强推理模型，跑脚本、写自动化链路都够用，技术整合者可以接进工作流试一周。","href":"./2026-08-01.html#item-tools-3","url":"https://x.com/opencode/status/2083262488859070937","tags":["agent","cost_open","industry"],"entities":["DeepSeek V4 Flash","OpenCode"],"gist":"DeepSeek V4 Flash上线OpenCode免费层，适合自动化脚本"},{"id":"2026-08-01-tools-04","date":"2026-08-01","section":"tools","sectionName":"工具与能力","source":"@suno","title":"Cover art just got a glow-up","summary":"Suno 官方宣布封面图功能升级，支持用自然语言为歌曲和歌单生成封面图像，并展示了用 Suno 编辑的《ORBITING YOU》封面示例。","recommendation":"Suno 给封面图加了语言生成能力，用你自己的语言就能给歌曲和歌单配图，做音乐视觉和专辑封面的可以上手试试。","href":"./2026-08-01.html#item-tools-4","url":"https://x.com/suno/status/2083205763292373169","tags":["image_gen","audio_music"],"entities":["Suno"],"gist":"Suno升级封面图功能，支持自然语言生成封面"},{"id":"2026-08-01-tools-05","date":"2026-08-01","section":"tools","sectionName":"工具与能力","source":"X","title":"Grok Imagine模板大更新，新增多项创意工具","summary":"xAI 的 Grok Imagine 模板迎来重大更新，内置现成预设和大量新创意工具，包括照片编辑、风格重绘、智能调整尺寸、背景移除、头像制作、表情符号生成器、周边产品制作器等。","recommendation":"Grok Imagine 模板更新，新增照片编辑、风格重绘、背景移除、头像制作、表情符号生成器、周边产品制作器等一批创意工具，做视觉和 IP 周边的可以上手试一轮。","href":"./2026-08-01.html#item-tools-5","url":"https://x.com/elonmusk/status/2083068786731553123","tags":["image_gen","art_design"],"entities":["Grok Imagine"],"gist":"Grok Imagine模板更新，新增多项创意图像工具"},{"id":"2026-08-01-methods-01","date":"2026-08-01","section":"methods","sectionName":"方法与经验","source":"Kling AI Blog","title":"Beyond Realism: How Kling Powered L'Ultimo Uomo Reale, a…","summary":"Kling 官方博客复盘戛纳狮子奖获奖广告《L'Ultimo Uomo Reale》的制作幕后。该片由 Lipstick 为奢侈品转售平台 The RealReal 打造，全片 AI 生成，唯一真实物体是 The RealReal 手袋。导演 Sebastian Strasser 提出「真实感不等于表演」的核心观点，强调 AI 视频需要可信的表演、稳定的角色和贯穿全片的电影级一致性，而非仅追求写实画面。","recommendation":"Kling 官方复盘戛纳获奖广告《L'Ultimo Uomo Reale》的制作幕后，导演 Sebastian Strasser 讲透了「真实感 vs 表演」的差别——AI 视频不缺写实脸，缺的是让角色活起来的表演。做 AI 广告和短剧的编导值得拉片看角色稳定性和镜头一致性怎么落地。","href":"./2026-08-01.html#item-methods-1","url":"https://klingai.com/blog/How-Kling-Powered-LUltimoUomoReale","tags":["case_study","video_gen","performance","consistency","commercial"],"entities":["Kling"],"gist":"Kling复盘戛纳获奖广告，强调AI视频表演与一致性"},{"id":"2026-08-01-methods-02","date":"2026-08-01","section":"methods","sectionName":"方法与经验","source":"Kling AI Blog","title":"How to Create an AI-Generated Music Video for Your Song…","summary":"Kling AI 博客于 2026 年 7 月 28 日发布一篇零预算 AI 音乐视频制作教程，内容涵盖从歌曲到 AI 生成画面的完整流程，适合独立音乐人和低成本创作者参考应用。","recommendation":"Kling AI 官方博客发布零预算 AI 音乐视频制作教程，独立音乐人、低成本摄制团队可以直接照着流程跑一遍，省掉外聘团队的成本和沟通周期。","href":"./2026-08-01.html#item-methods-2","url":"https://klingai.com/blog/free-ai-music-video-generator-kling-guide","tags":["tutorial","mv","video_gen"],"entities":["Kling AI"],"gist":"Kling AI发布零预算AI音乐视频制作教程"},{"id":"2026-08-01-methods-03","date":"2026-08-01","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"Seedance 2.5 on @dreamina_ai Prompt - CAMERA / LOOK: 显示更多","summary":"Seedance 2.5 在即梦（@dreamina_ai）上线，用户分享了一条完整 prompt 示例：手持 mini DV 摄像机质感、轻微手抖与对焦漂移、自然曝光变化，风格定位为咖啡制作 vlog 并带 ASMR 元素，包含分镜脚本（研磨、压粉、萃取等 3 秒镜头）与音效设计（磨豆机、蒸汽棒、杯碰声）。","recommendation":"Seedance 2.5 在即梦上线，这条把完整 prompt 摊开了：手持 DV 质感、咖啡 vlog 分镜、ASMR 音效设计全给到，做生活流短片的可以直接抄这套 prompt 跑一遍看质感。","href":"./2026-08-01.html#item-methods-3","url":"https://x.com/Strength04_X/status/2083094742682787939","tags":["prompt","video_gen","camera","audio_sfx"],"entities":["Seedance 2.5","即梦"],"gist":"Seedance 2.5在即梦上线，分享咖啡vlog完整prompt"},{"id":"2026-08-01-methods-04","date":"2026-08-01","section":"methods","sectionName":"方法与经验","source":"@OpenBMB","title":"开发者用 VoxCPM2 打造 AI 短片角色配音","summary":"社区开发者 @xiaofenggan 用面壁智能开源模型 VoxCPM2 为 AI 短片生成角色配音，解决跨场景声音一致性问题。工作流结合 Gemini 优化脚本与提示词、ChatGPT Image 2 生成视觉素材、Happyhorse 生成视频，实现角色音色与情绪风格稳定，减少配音返工。VoxCPM2 已开源。","recommendation":"社区开发者用开源 VoxCPM2 给 AI 短片做角色配音，重点解决跨场景音色漂移问题，做短剧和后期配音的可以拆这套工作流试试，能省不少返工。","href":"./2026-08-01.html#item-methods-4","url":"https://x.com/OpenBMB/status/2083190954178032017","tags":["audio_voice","consistency","case_study","short_drama"],"entities":["VoxCPM2","Gemini","ChatGPT Image 2","Happyhorse"],"gist":"用开源VoxCPM2为AI短片配音解决音色漂移"},{"id":"2026-08-01-methods-05","date":"2026-08-01","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"Depth Map Control + Canvas","summary":"PixVerse 官方演示 Depth Map Control 与 Canvas 的组合工作流：先用深度图控制重建参考图的空间结构，建立一致的基线，再将关键帧导入 PixVerse Canvas，通过分层前景增强画面的深度与尺度感。","recommendation":"PixVerse 官方演示 Depth Map Control 配合 Canvas 的工作流：先用深度图重建参考图的空间结构打底，再把关键帧丢进 Canvas 做分层前景，出片层次感和景深更稳。做视觉和整合的可以照着跑一遍看效果。","href":"./2026-08-01.html#item-methods-5","url":"https://x.com/PixVerse_/status/2083161043434717536","tags":["control","video_gen","tutorial"],"entities":["PixVerse"],"gist":"PixVerse深度图控制与Canvas分层前景工作流"},{"id":"2026-08-01-methods-06","date":"2026-08-01","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"昨天在 Codex 里，把公众号从选题、核实、写稿、配图，到推送草稿箱，做成了一整条 Skill…","summary":"作者在 Codex 里把公众号从选题、核实、写稿、配图到推送草稿箱做成一条 Skill，Codex 额度用完后直接在 Grok 里执行同一 Skill。实测流程：Grok 先读 Skill 文件，按主编流水线走，加载账号上下文（读者画像、历史内容、插图发布规则），主动搜热点输出候选选题（事件、读者在乎点、角度、打分、风险），按可执行度排序后停在确认门由用户拍板。结论是 Skill 是工作流文档而非绑定某家模型，额度不够可换引擎继续跑。","recommendation":"把公众号全流程做成 Skill，Codex 没额度直接换 Grok 跑，验证了 Skill 是跨模型的工作流文档。做内容自动化管线的可以照这个思路，把选题到发布的流程沉淀成可迁移的 Skill。","href":"./2026-08-01.html#item-methods-6","url":"https://x.com/shadouyoua/status/2083113048399901030","tags":["agent","tutorial","ideation"],"entities":["Codex","Grok"],"gist":"公众号全流程Skill跨模型迁移实测"},{"id":"2026-08-01-methods-07","date":"2026-08-01","section":"methods","sectionName":"方法与经验","source":"X 关注流","title":"太长不看 我给 ChatGPT Work（从移动应用）提供了 @jxnlco 讲话的 30…","summary":"用户 Nick 用 ChatGPT Work（移动端）提供 Jason Liu 讲话的 30 秒样本和其文章链接，ChatGPT 在云端 VM 中微调语音模型，将 12 篇文章转成 12 段以其本人声音朗读的音频轨。流程：从网站抓取文章、微调语音、批量生成播客剧集。","recommendation":"用 30 秒人声样本 + 文章链接，ChatGPT Work 就能调出语音模型把文章念成播客。做 AI 配音、有声内容、播客自动化的后期和内容团队可以直接照这个流程跑一遍。","href":"./2026-08-01.html#item-methods-7","url":"https://x.com/nickbaumann_/status/2083256654225895607","tags":["audio_voice","avatar","case_study"],"entities":["ChatGPT Work"],"gist":"用30秒样本微调语音模型生成播客"},{"id":"2026-08-01-methods-08","date":"2026-08-01","section":"methods","sectionName":"方法与经验","source":"@fofrAI","title":"Flux 3 夜间森林哥特教堂演示","summary":"X 用户 fofr 发布 Flux 3 的演示片段，场景为夜间穿越森林的业余录制视角，头灯发出刺眼白光，在森林中发现一座巨大的废弃哥特式教堂，无窗户，已被自然重新占据。","recommendation":"Flux 3 的夜间森林哥特教堂场景演示，镜头语言和氛围感是看点，视觉师可以拉片看光影和场景一致性处理。","href":"./2026-08-01.html#item-methods-8","url":"https://x.com/fofrAI/status/2083291397906407526","tags":["video_gen","image_gen","case_study"],"entities":["Flux 3"],"gist":"Flux 3夜间森林哥特教堂场景演示"},{"id":"2026-08-01-methods-09","date":"2026-08-01","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"PROMPT: Yeah, it's in Chinese because of the…","summary":"Alex Patrascu（@maxescu）发布一段 AI 短片，并公开完整提示词。核心设定：唯一出场角色是 40 岁上下微胖、发际线后移的男性上班族，冷面，午餐是三明治和咖啡；全片唯一的超现实元素是观众才能看到的剪辑界面三件套——带柔和投影的白色箭头光标、青色虚线圆角选择框、深色圆角提示词气泡（白色英文指令逐字打出后淡出，同一时刻最多一个气泡）。提示词因 5000 字符限制用中文书写。","recommendation":"作者晒了一段用超长中文提示词做的 AI 短片，把剪辑界面（光标、选择框、提示词气泡）做成全片唯一的超现实元素，这个设定思路值得编导和视觉师拉片参考。","href":"./2026-08-01.html#item-methods-9","url":"https://x.com/maxescu/status/2083270281469046835","tags":["prompt","case_study","video_gen"],"entities":[],"gist":"超长中文提示词打造剪辑界面超现实短片"},{"id":"2026-08-01-methods-10","date":"2026-08-01","section":"methods","sectionName":"方法与经验","source":"@zjp1997720","title":"我这篇WorkBuddy教程在公众号跑出8万多浏览，还在狂涨，仅次于卡兹克的文章了…","summary":"智见AI-大鹏分享个人经验：其 WorkBuddy 保姆级教程在公众号获得 8 万多浏览，带来 3 万+ 间接收入（含 WorkBuddy 培训和课程定制合作）。作者观点是国内市场要接地气，Codex、Claude Code 研究得飞起但国内落地难，并强调高质量、能体现专业性、构建信任的文章才能带来订单。","recommendation":"个人经验分享：一篇 WorkBuddy 教程在公众号跑出 8 万浏览，带来 3 万+ 间接收入（培训+课程定制）。核心观点是国内市场要接地气，Codex、Claude Code 研究得再深也难落地。做 AI 内容变现的可以看看这个思路，但对创作工作流本身参考价值有限。","href":"./2026-08-01.html#item-methods-10","url":"https://x.com/zjp1997720/status/2083078022043979796","tags":["tutorial","agent","industry"],"entities":["WorkBuddy","Codex","Claude Code"],"gist":"WorkBuddy教程公众号变现经验分享"},{"id":"2026-08-01-works-01","date":"2026-08-01","section":"cases","sectionName":"作品与案例","source":"@fal","title":"The soundtrack in this anime title sequence was written in…","summary":"fal 官方展示 MiniMax H3 能力：一段 prompt 同时生成动漫片头的配乐、动画、剪辑和清晰字幕，配乐由提示词逐秒指定（3 秒低音、6 秒爵士贝斯、10 秒萨克斯、紧张和弦定格），5 张静帧生成 15 秒成片，单次生成完成，已上线 fal 平台。","recommendation":"MiniMax H3 用一段 prompt 同时生成配乐、动画、剪辑和字幕，5 张静帧直接出 15 秒片头，做片头和 MV 的可以拉片看提示词怎么同时驱动音乐和画面。","href":"./2026-08-01.html#item-cases-1","url":"https://x.com/fal/status/2083267196625535159","tags":["video_gen","audio_music","animation","prompt"],"entities":["MiniMax H3","fal"],"gist":"MiniMax H3单提示词生成动漫片头配乐动画"},{"id":"2026-08-01-works-02","date":"2026-08-01","section":"cases","sectionName":"作品与案例","source":"@jamesyeung18","title":"曼哈顿的一个雨天 Dreamina Seedance 2.5 已在 Dreamina AI 上线…","summary":"Dreamina Seedance 2.5 已在 Dreamina AI 上线，官方合作创作者 James Yeung 发布 33 秒样片《曼哈顿的一个雨天》，展示新版本在细节锐度、电影级物理模拟和视频生成流畅度上的提升，定位为电影级、专业级、高审美视觉输出。","recommendation":"Dreamina Seedance 2.5 上线，这条是官方合作创作者的实拍样片，33 秒雨天曼哈顿街景，主打细节锐度和电影级物理质感。做短剧和视觉的可以点开看新版本出片质感，再决定要不要升级工作流。","href":"./2026-08-01.html#item-cases-2","url":"https://x.com/jamesyeung18/status/2083197433841152396","tags":["video_gen","film","case_study"],"entities":["Dreamina Seedance 2.5","Dreamina AI"],"gist":"Seedance 2.5上线展示电影级雨天样片"},{"id":"2026-08-01-works-03","date":"2026-08-01","section":"cases","sectionName":"作品与案例","source":"@EHuanglu","title":"这个成吉思汗预告片只用了 seedance 2.5 上的 2 个提示词 老实说，这看起来真实得可怕 而且…","summary":"创作者 el.cine 用 Seedance 2.5 仅凭 2 个提示词生成成吉思汗题材预告片，画面真实感强。Higgsfield 官方同步宣布 Seedance 2.5 上线，提供 14 天无限访问：前 7 天为 4K 版 Seedance 2.0，后 7 天可切换任意 Seedance 模型。","recommendation":"成吉思汗预告片只用 2 个提示词在 Seedance 2.5 上跑出来，画面真实感拉满。做短剧和视觉的可以拉片看单提示词能压出多少镜头，顺便关注 Higgsfield 的 7 天无限访问窗口。","href":"./2026-08-01.html#item-cases-3","url":"https://x.com/EHuanglu/status/2083227388268483014","tags":["video_gen","case_study","prompt"],"entities":["Seedance 2.5","Higgsfield"],"gist":"Seedance 2.5两提示词生成成吉思汗预告片"},{"id":"2026-08-02-industry-01","date":"2026-08-02","section":"industry","sectionName":"行业与平台","source":"@MaxForAI","title":"美国年轻人最常用的社交平台之一的 @Snapchat ，正式对AI垃圾内容动手了…","summary":"Snapchat 宣布完全由 AI 生成的视频将无法进入 Spotlight 推荐流，不是贴标签或降权，而是直接取消推荐资格。理由为低质量重复 AI 内容泛滥，流量留给真人创作。使用 AI 剪辑、增强和辅助创作的视频仍可获推荐，但需明确标注。","recommendation":"Snapchat 把完全 AI 生成的视频直接挡在 Spotlight 推荐池外，AI 辅助创作仍可推荐但需标注。做 AI 短剧和批量内容分发的团队，得重新掂量纯自动生成路线的流量风险。","href":"./2026-08-02.html#item-industry-1","url":"https://x.com/MaxForAI/status/2083642361507459133","tags":["industry","video_gen"],"entities":["Snapchat"],"gist":"Snapchat禁止纯AI视频进入推荐流"},{"id":"2026-08-02-industry-02","date":"2026-08-02","section":"industry","sectionName":"行业与平台","source":"@SiliconFlowAI","title":"DeepSeek V4 Flash 0731 上线硅基流动，性能比肩 GPT-5.6 Luna","summary":"DeepSeek V4 Flash 0731 已在硅基流动上线，激活参数更少，性能几乎与 GPT-5.6 Luna 持平，价格远低于后者。每百万 token 输入 $0.14、输出 $0.28、缓存 $0.028。官方称其编码更强、工具调用与智能体能力更佳。对创作者来说，低成本高性价比的模型适合批量生成和工具链整合，做 AI 短剧或自动化流程的可以接 API 实测。","recommendation":"DeepSeek V4 Flash 0731 上线硅基流动，激活参数更少但性能比肩 GPT-5.6 Luna，输入 $0.14/百万 token，编码和 Agent 能力更强。做 AI 短剧批量生成或工具链整合的，这个性价比值得接 API 跑一周看效果。","href":"./2026-08-02.html#item-industry-2","url":"https://x.com/SiliconFlowAI/status/2083365679680626734","tags":["cost_open","agent","industry"],"entities":["DeepSeek V4 Flash 0731","硅基流动","GPT-5.6 Luna"],"gist":"DeepSeek V4 Flash上线性价比高适合批量生成"},{"id":"2026-08-02-industry-03","date":"2026-08-02","section":"industry","sectionName":"行业与平台","source":"@BigbirdflyChan","title":"7月31日，WSJ发表了一篇文章，详细分析了OpenAI为何从AI行业的绝对领先者，逐渐变成了追赶Anthropic的一…","summary":"WSJ 文章分析 OpenAI 从行业领先者变为追赶 Anthropic 一方。核心观点：OpenAI 误判市场，押注消费级聊天机器人，而真正爆发的是 AI Coding 和企业开发者市场；Anthropic 的 Claude Code 围绕真实软件开发场景训练，体验优于 OpenAI Codex，吸引大量程序员迁移，收入增速反超，估值接近 1 万亿美元并推进 IPO。OpenAI 资源分散于 Sora、硬件、芯片等项目，现由 Greg Brockman 重新负责产品，推出新 Coding 模型并与 Amazon 合作，最新 GPT-5.6 Sol 获开发者好评，但现金消耗快、为抢客户打折，IPO 或推迟至明年。","recommendation":"WSJ 复盘 OpenAI 为何被 Anthropic 反超：押错消费级聊天机器人、资源分散到 Sora/硬件/芯片，而 Claude Code 靠贴合真实开发场景抢走大量程序员。做 AI 工具链整合的可以看看这场格局逆转背后的产品逻辑。","href":"./2026-08-02.html#item-industry-3","url":"https://x.com/BigbirdflyChan/status/2083425496755294424","tags":["industry","agent","case_study"],"entities":["OpenAI","Anthropic","Claude Code","Codex","Sora"],"gist":"WSJ分析OpenAI被Anthropic反超的行业格局"},{"id":"2026-08-02-tools-01","date":"2026-08-02","section":"tools","sectionName":"工具与能力","source":"@grok","title":"想象 Video 1.5 上个月推出，作为我们迄今为止最好的视频模型，具有更逼真的动作和声音","summary":"Grok 官方宣布 Imagine Video 1.5 升级，新增文本到视频、图像和语音参考功能，支持原生 1080p 输出，动作和声音更逼真。现已面向 SuperGrok Plus 和 Heavy 订阅用户开放，未来几天内全量推送，可通过网页、Grok 应用及 Imagine API 使用。","recommendation":"Grok 的 Imagine Video 1.5 升级，支持文本到视频、图像和语音参考，原生 1080p，动作和声音更逼真。做视频和短剧的可以接 Imagine API 试一周，看角色一致性和出片质感稳不稳。","href":"./2026-08-02.html#item-tools-1","url":"https://x.com/grok/status/2083353607370416632","tags":["video_gen","audio_voice","consistency"],"entities":["Imagine Video 1.5","Grok"],"gist":"Grok发布Imagine Video 1.5支持语音参考"},{"id":"2026-08-02-tools-02","date":"2026-08-02","section":"tools","sectionName":"工具与能力","source":"@Replit","title":"Your design, your model","summary":"Replit 官方宣布其设计套件支持在 Claude、GPT-5、Gemini、Kimi、GLM 等主流模型间自由切换，用户可对比不同模型家族的输出效果并保留最佳结果。该更新面向编程与设计场景，属于产品功能层面的模型接入扩展。","recommendation":"Replit 把 Claude、GPT-5、Gemini、Kimi、GLM 全塞进一个设计套件，做 AI 编程和工具链整合的可以点开看看，但这是 IDE 产品运营更新，对创作工作流影响不大。","href":"./2026-08-02.html#item-tools-2","url":"https://x.com/Replit/status/2083658830458614104","tags":["agent","industry"],"entities":["Replit","Claude","GPT-5","Gemini","Kimi"],"gist":"Replit设计套件支持多模型切换"},{"id":"2026-08-02-tools-03","date":"2026-08-02","section":"tools","sectionName":"工具与能力","source":"@swyx","title":"SmolForge 新增皮肤与精灵表动画","summary":"swyx 宣布 SmolForge 新增 4 个功能，支持自定义皮肤和精灵表动画，面向游戏素材生成场景。","recommendation":"SmolForge 加了自定义皮肤和精灵表动画，做像素风 AI 游戏素材的可以顺手看一眼，对影视创作工作流影响不大。","href":"./2026-08-02.html#item-tools-3","url":"https://x.com/swyx/status/2083654369095156219","tags":["image_gen","animation"],"entities":["SmolForge"],"gist":"SmolForge新增皮肤与精灵表动画"},{"id":"2026-08-02-methods-01","date":"2026-08-02","section":"methods","sectionName":"方法与经验","source":"@AYi_AInotes","title":"animated-voiceover 开源：一人干翻动画工作室","summary":"前字节产品经理 @s1dashu 开源 animated-voiceover，一套喂给 Codex/Claude Code 的完整动画科普视频制片流程，MIT 协议，可实现 90% 自动化。流程含：先研究写旁白、锁视觉风格和角色参考图、每 15 秒拆 5 个镜头、首段人声提取为 48kHz 立体声 WAV 作为后续所有片段的声音参考、逐段 QC（旁白完整性/角色一致性/构图/运动）、最后拼片做封面。中文旁白卡到每 15 秒 60 字。一条 2 分钟片子成本约 40 元，作者称一个人一个下午可从选题到成片。","recommendation":"前字节产品经理开源的一套喂给 Codex/Claude Code 的动画科普视频制片流程，MIT 协议，90% 自动化。做知识类短剧和批量出片的团队可以直接拿去跑一遍，看它怎么用工程手段锁死声音一致性和角色不崩。","href":"./2026-08-02.html#item-methods-1","url":"https://x.com/AYi_AInotes/status/2083221612778668388","tags":["animation","agent","tutorial","audio_voice","consistency"],"entities":["animated-voiceover","Codex","Claude Code"],"gist":"开源动画科普视频制片流程实现90%自动化"},{"id":"2026-08-02-methods-02","date":"2026-08-02","section":"methods","sectionName":"方法与经验","source":"Kling AI Blog","title":"A Guide to Producing Engaging AI-Animated Explainer Videos…","summary":"Kling AI 官方博客发布一篇制作 AI 动画讲解视频的指南，涵盖从选题、分镜到动画生成的完整流程，重点讲如何让画面吸引人并保持信息清晰。具体技巧和参数细节需查看原文。","recommendation":"Kling AI 自己出的官方指南，做 AI 动画讲解视频的直接看，省得自己试错工作流。","href":"./2026-08-02.html#item-methods-2","url":"https://klingai.com/blog/ai-explainer-video-kling-ai-guide","tags":["animation","tutorial","storyboard"],"entities":["Kling AI"],"gist":"Kling AI官方发布AI动画讲解视频制作指南"},{"id":"2026-08-02-methods-03","date":"2026-08-02","section":"methods","sectionName":"方法与经验","source":"@zhouluobo","title":"Seedance 2.5 发布了，我感觉写视频提示词的习惯都要变一变了…","summary":"Seedance 2.5 发布，提示词写法从描述画面转向讲故事。核心能力：30秒长视频、30张图同时参考、时间戳精准分段。作者整理了一份提示词大全，覆盖长叙事、多图参考、时间戳编辑、多轮延长、白模参考五个场景，每个场景有可直接复用的框架，并扒了官方 demo 的提示词供对照复现。作者特别强调白模参考能力被低估：用3D白模锁定构图和机位，风格图管材质和光照，分工清晰，视频可控性大幅提升。作者计划将这套提示词逻辑打包成 Seedance 2.5 专属 Skill 开源。","recommendation":"Seedance 2.5 提示词写法从描述画面转向讲故事，30秒长视频、30图参考、时间戳分段三个能力叠加。作者拆了一整天整理成提示词大全，覆盖长叙事、多图参考、时间戳编辑、多轮延长、白模参考五个场景，还扒了官方 demo 的提示词，做 AI 视频的可以直接对照复现。","href":"./2026-08-02.html#item-methods-3","url":"https://x.com/zhouluobo/status/2083427395411877953","tags":["video_gen","prompt","control","consistency","tutorial"],"entities":["Seedance 2.5"],"gist":"Seedance 2.5 提示词写法转向讲故事"},{"id":"2026-08-02-methods-04","date":"2026-08-02","section":"methods","sectionName":"方法与经验","source":"@s1dashu","title":"动画配音视频 Skill 更新： https:// github…","summary":"开发者 sida 更新了动画配音视频 Skill（github.com/s1dashu/animated-voiceover），配合 Codex 使用一小时可产出数条高质量动画视频，已在小红书和视频号稳定起号。本次新增 7 套内置视觉风格（电影感 3D、多巴胺萌趣 3D、黏土定格、笨拙感手绘简笔画、忧郁蓝调简笔画、柔和彩铅萌趣、清爽线描蜡笔）和 4 款内置音色（明亮高亢青年音、沉静青年男声、温柔治愈成年女声、灵动活泼年轻女声），可直接选择风格与音色建立统一画面和声音，也可让 Agent 按需生成新风格和音色。","recommendation":"个人开发者把动画配音做成 Codex Skill，内置 7 套视觉风格和 4 款音色，配合 Codex 一小时能出数条成片，做短剧和批量起号的可以直接套用这套工作流。","href":"./2026-08-02.html#item-methods-4","url":"https://x.com/s1dashu/status/2083512969368060282","tags":["animation","audio_voice","agent","short_drama","tutorial"],"entities":["Codex","animated-voiceover"],"gist":"动画配音 Skill 配合 Codex 批量产出视频"},{"id":"2026-08-02-methods-05","date":"2026-08-02","section":"methods","sectionName":"方法与经验","source":"@xiaohu","title":"Magnific 发布 38 页图像视频提示词手册","summary":"Magnific 发布 38 页图像视频提示词手册，核心观点是传统堆砌关键词的提示方式已失效，AI 已进入推理与导演对话时代。手册主张用明确的专业视觉语言（如镜头、光线、构图术语）指挥 AI，抛弃无用关键词。手册免费下载。","recommendation":"Magnific 官方出的 38 页提示词手册，核心是教你怎么用导演思维和视觉语言跟 AI 对话，而不是堆关键词。做 AI 短片和视觉的可以直接拿来做团队 prompt 规范参考。","href":"./2026-08-02.html#item-methods-5","url":"https://x.com/xiaohu/status/2082649035488502020","tags":["prompt","tutorial","art_design"],"entities":["Magnific"],"gist":"Magnific 发布提示词手册强调导演思维"},{"id":"2026-08-02-methods-06","date":"2026-08-02","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"I've heard people say Seedance 2","summary":"Higgsfield 创作者 @maxescu 发布演示视频，用单个 prompt 让 32 位 AI 创作者同框打斗，展示 Seedance 2.5 的多角色一致性与动作生成能力，并预告该模型即将上线 Higgsfield 平台。","recommendation":"Seedance 2.5 即将登陆 Higgsfield，作者用 32 位 AI 创作者同框的 brawl 视频演示多角色一致性，做短剧和视觉的可以点开看单 prompt 多角色控制效果。","href":"./2026-08-02.html#item-methods-6","url":"https://x.com/maxescu/status/2083642625505018225","tags":["video_gen","consistency","performance"],"entities":["Seedance 2.5","Higgsfield"],"gist":"Seedance 2.5 演示多角色一致性与动作"},{"id":"2026-08-02-methods-07","date":"2026-08-02","section":"methods","sectionName":"方法与经验","source":"B站「AI 短片/短剧/视频」搜索","title":"🚀DeepSeek V4 Flash全面实测：Claude Code接入后连续开发7个项目，真的已经接近Claude…","summary":"B 站 UP 主实测 DeepSeek V4 Flash 0731：284B 总参数、13B 激活参数、100 万 Token 上下文，官方基准接近 Claude Opus 4.8，价格更低。接入 Claude Code 连续开发 7 个项目（飞船复刻、骑马游戏、齿轮动画、手绘灯泡、数学动画、Godot 游戏、iOS 应用），并对比 Kimi K3，暴露性能、速度与真实短板。","recommendation":"DeepSeek V4 Flash 实测，284B 总参、13B 激活、100 万上下文，价格便宜，接入 Claude Code 连做 7 个项目。做 AI 编程和工具链整合的可以看它跟 Opus 4.8 的真实差距，值不值换。","href":"./2026-08-02.html#item-methods-7","url":"https://www.bilibili.com/video/BV172GP6rEZs","tags":["agent","tutorial","cost_open"],"entities":["DeepSeek V4 Flash","Claude Code","Kimi K3"],"gist":"DeepSeek V4 Flash 实测接入 Claude Code"},{"id":"2026-08-02-methods-08","date":"2026-08-02","section":"methods","sectionName":"方法与经验","source":"@0x404page","title":"接着奏乐，接着舞！眼神和克制的表情，跟真人没什么两样。很多AI视频不好看，就是过于追求完美和谐了，人物反而越觉得假…","summary":"X 用户 @0x404page 分享一条 10 秒 9:16 竖屏 AI 舞蹈直拍 demo，附完整分镜提示词：年轻亚洲女性模特、极简暖米色摄影棚、强暖色逆光+低强度柔光补脸，强调保留真实皮肤纹理、五官全程一致、动作连续流畅带音乐卡点，并给出 0-2 秒近景冷感开场、2-4 秒双臂展开、4-6 秒手臂 wave 与腰胯卡点等逐段分镜。作者观点：AI 视频过于追求完美和谐反而显假，克制表情和真实纹理更接近真人。","recommendation":"一条带完整分镜提示词的 AI 舞蹈直拍 demo，作者点出「别追求完美和谐，留点真实纹理和克制表情反而更像真人」——做人物镜头的可以照着这套 9:16 竖屏提示词跑一遍，看眼神和动作卡点怎么调。","href":"./2026-08-02.html#item-methods-8","url":"https://x.com/0x404page/status/2083411162683826470","tags":["video_gen","prompt","performance","camera","lighting"],"entities":[],"gist":"AI 舞蹈直拍提示词强调克制表情真实感"},{"id":"2026-08-02-methods-09","date":"2026-08-02","section":"methods","sectionName":"方法与经验","source":"@_akhaliq","title":"ID-V2V：保留身份的视频重风格化","summary":"AK 在 X 上分享了一篇新论文《ID-V2V》，研究在视频重风格化过程中保留人物身份特征（ID）的技术方法。论文链接已公开，属于视觉生成领域的前沿研究，尚未有现成工具或工作流落地。","recommendation":"一篇关于视频重风格化时保留角色身份的研究论文，做 AI 视觉和角色 IP 的可以看看技术路线，但离直接可用还有距离。","href":"./2026-08-02.html#item-methods-9","url":"https://x.com/_akhaliq/status/2082869874179572129","tags":["video_gen","consistency"],"entities":["ID-V2V"],"gist":"论文探讨视频重风格化中保留身份特征"},{"id":"2026-08-02-methods-10","date":"2026-08-02","section":"methods","sectionName":"方法与经验","source":"@maxescu","title":"With a great prompt comes great responsibility…","summary":"Alex Patrascu（@maxescu）分享一条中文提示词，设定 40 岁男性上班族角色（微胖、发际线后移、浅灰衬衫、灰色领带）及剪辑界面场景，并附成片视频。个人创作者提示词分享，重点在角色设定与场景描述的写法。","recommendation":"个人创作者分享一条中文提示词，设定了一个 40 岁上班族角色和剪辑界面场景，做角色一致性和场景控制的可以点开看提示词写法。","href":"./2026-08-02.html#item-methods-10","url":"https://x.com/maxescu/status/2083270278881140824","tags":["prompt","consistency"],"entities":[],"gist":"分享中文提示词设定上班族角色与场景"},{"id":"2026-08-02-works-01","date":"2026-08-02","section":"cases","sectionName":"作品与案例","source":"@invideoOfficial","title":"这是《Penumbra》系列的第4集（第1部分）。 在为系列创作剧集时，生成好看的镜头是必须的——这是基本要求…","summary":"Invideo 官方发布《Penumbra》系列第4集（第1部分），常驻电影制作人 Vinu 主导。本集做两个实验：一是野生动物镜头按剧情需要编排，像戏剧而非素材库；二是编排一段他认为此前无人尝试过的动作戏。剧情上讲述主角 Isaak 的过往——1971 年 CIA 地中海任务出岔子，十年后他成为职业杀手，本集是这一切的开端。","recommendation":"Invideo 官方系列《Penumbra》第4集，常驻电影制作人 Vinu 用两个实验讲系列叙事：野生动物按剧情需要编排、以及一段他认为没人试过的动作戏。做系列短剧的可以拉片看镜头如何服务故事流动，而不是只堆好看画面。","href":"./2026-08-02.html#item-cases-1","url":"https://x.com/invideoOfficial/status/2083536399064781002","tags":["case_study","short_drama","editing"],"entities":["Invideo"],"gist":"Invideo系列剧集展示镜头服务故事流动"},{"id":"2026-08-02-works-02","date":"2026-08-02","section":"cases","sectionName":"作品与案例","source":"@CharaspowerAI","title":"The titan looks invincible. But every giant has one place…","summary":"@CharaspowerAI 使用 Minimax Hub 的 Seedance 模型生成一段黑暗英雄奇幻风格场景，关键词：Premium dark heroic-fantasy、insane sakuga、hyper-dynamic camera choreography。个人创作者作品，展示了 Seedance 在高动态镜头和风格化视觉上的表现力。","recommendation":"一段 Seedance 生成的黑暗英雄奇幻场景，动态镜头和作画质感拉满，视觉师可以拉片看这种风格的镜头调度和光影处理。做 AI 短剧的当视觉参考不错。","href":"./2026-08-02.html#item-cases-2","url":"https://x.com/CharaspowerAI/status/2082118937760747672","tags":["video_gen","camera","art_design"],"entities":["Seedance","Minimax Hub"],"gist":"Seedance生成高动态黑暗奇幻风格场景"},{"id":"2026-08-02-works-03","date":"2026-08-02","section":"cases","sectionName":"作品与案例","source":"@kimmonismus","title":"Opus 5 单提示词生成 6.9 亿 token 游戏","summary":"X 用户 @kimmonismus 展示用 Opus 5 单条提示词生成 6.9 亿 token 的游戏内容，成本 423 美元，耗时几小时。评论区指出这并非完整游戏，而是游戏片段。展示了单提示词生成超长内容的可能性，对 AI 叙事和互动内容创作有参考价值。","recommendation":"一个人几小时用 Opus 5 单提示词生成 6.9 亿 token 的游戏片段，成本 423 美元。做 AI 短剧和互动叙事的可以看看这个 demo，验证了单提示词长内容生成的边界。","href":"./2026-08-02.html#item-cases-3","url":"https://x.com/kimmonismus/status/2083597626600264176","tags":["agent","ideation","cost_open"],"entities":["Opus 5"],"gist":"Opus 5单提示词生成超长游戏内容"},{"id":"2026-08-02-works-04","date":"2026-08-02","section":"cases","sectionName":"作品与案例","source":"@CharaspowerAI","title":"He woke up in a psychiatric hospital","summary":"@CharaspowerAI 与 Agent One 合作创作的 AI 恐怖短片预告片，剧情设定为精神病院里所有人消失、黑暗中有未知存在。影片采用电影级恐怖片视听风格，侧重心理悬疑与气氛渲染，叙事节奏紧凑。","recommendation":"AI 恐怖短片预告片，心理悬疑气氛到位，适合编导和视觉师拆解叙事节奏和镜头语言。","href":"./2026-08-02.html#item-cases-4","url":"https://x.com/CharaspowerAI/status/2082164357262463275","tags":["film","case_study","performance"],"entities":[],"gist":"AI恐怖短片预告片展示心理悬疑叙事"},{"id":"2026-08-02-works-05","date":"2026-08-02","section":"cases","sectionName":"作品与案例","source":"@shangdu2005","title":"这个AI做的很真实。 抖音起号，两个视频增1万粉。 后期走穿搭做达人变现。 52 16 149 1.8万","summary":"博主「领哥LingGe」分享用 AI 制作穿搭类视频在抖音起号，两个视频涨粉 1 万，计划后期走穿搭达人变现。评论区有讨论称吸引的多为低质粉丝，目标人群 20-35 岁女性可能不买账。","recommendation":"抖音起号案例，两个视频涨 1 万粉，走穿搭达人变现路线。做 AI 短剧和账号运营的可以看看这个涨粉路径和粉丝画像，评论区还有关于目标人群的讨论。","href":"./2026-08-02.html#item-cases-5","url":"https://x.com/shangdu2005/status/2083456482847379632","tags":["case_study","short_drama","avatar"],"entities":[],"gist":"AI穿搭视频抖音起号涨粉案例"},{"id":"2026-08-03-industry-01","date":"2026-08-03","section":"industry","sectionName":"行业与平台","source":"@MiniMax_AI","title":"MiniMax 预告 H3 模型即将开放权重","summary":"MiniMax 官方账号预告 H3 模型即将开放权重（open weights soon），并称时间线上 H3 出片质量明显优于 2.5，数量也更多，归因于成本、推理速度及自定义音频上传功能正常。具体开源时间与参数未公布。","recommendation":"MiniMax 官方放风 H3 开源在即，且明说 H3 出片质量比 2.5 好、成本更低、推理更快、自定义音频上传也正常了。做短剧和视觉的可以蹲一波开源，等权重出来直接本地跑工作流。","href":"./2026-08-03.html#item-industry-1","url":"https://x.com/MiniMax_AI/status/2083792570543681664","tags":["video_gen","cost_open","audio_voice"],"entities":["MiniMax","H3"],"gist":"MiniMax预告H3模型开源"},{"id":"2026-08-03-tools-01","date":"2026-08-03","section":"tools","sectionName":"工具与能力","source":"X","title":"Grok 新增视频观看与分析功能","summary":"xAI 的 Grok 新增视频观看与分析能力，用户可像上传图片一样上传视频，并向 Grok 提问视频中的任何内容。该功能面向视频理解场景，可应用于素材审阅、内容检索、镜头分析等后期工作流。","recommendation":"Grok 现在能像传图一样传视频，然后直接问它视频里发生了什么。做后期和审片的可以拿它当自动拉片工具，批量过素材、找镜头、查内容，省掉人工逐帧看的功夫。","href":"./2026-08-03.html#item-tools-1","url":"https://x.com/elonmusk/status/2083800687561908662","tags":["agent","editing","post_fx"],"entities":["Grok"],"gist":"Grok新增视频观看与分析功能"},{"id":"2026-08-03-tools-02","date":"2026-08-03","section":"tools","sectionName":"工具与能力","source":"@testingcatalog","title":"Gemini 桌面应用将支持 MCP 与图像视频生成","summary":"Gemini 桌面应用即将为 Gemini Spark 提供完整 MCP 支持，并新增专门的图像和视频生成标签页及相机附件选项，功能上与网页版进一步对齐。目前为预告状态，具体上线时间未公布。对 AIGC 创作者来说，桌面端补齐生成能力意味着后续可在本地直接完成图像视频生成，MCP 支持则便于接入外部工具链做自动化创作流程。","recommendation":"Gemini 桌面端补齐 MCP 支持和图像视频生成标签页，做工具链整合的可以等正式版出来接 MCP 跑自动化流程，视觉师也能在桌面端直接出图出视频。","href":"./2026-08-03.html#item-tools-2","url":"https://x.com/testingcatalog/status/2084038211009908982","tags":["agent","image_gen","video_gen"],"entities":["Gemini","Gemini Spark"],"gist":"Gemini桌面应用支持MCP与生成"},{"id":"2026-08-03-methods-01","date":"2026-08-03","section":"methods","sectionName":"方法与经验","source":"@LumaLabsAI","title":"Luma 展示 Layers 精准编辑工具用法","summary":"Luma 官方转发 @mrjonfinger 的演示，展示其新推出的精准编辑工具 Layers 的使用方法，通过图层方式将章鱼元素合成进办公室场景。属于工具功能演示类内容，重点在图层编辑与场景合成的操作流程。","recommendation":"Luma 新出的 Layers 精准编辑工具，@mrjonfinger 演示怎么把章鱼分层放进办公室场景。做视觉和后期的手上有活，可以照着跑一遍看图层控制顺不顺手。","href":"./2026-08-03.html#item-methods-1","url":"https://x.com/LumaLabsAI/status/2083681082747007250","tags":["image_gen","post_fx","tutorial"],"entities":["Luma","Layers"],"gist":"Luma展示Layers图层编辑工具"},{"id":"2026-08-03-methods-02","date":"2026-08-03","section":"methods","sectionName":"方法与经验","source":"@karpathy","title":"Karpathy 用 Opus 5 生成《指环王》3D 渲染","summary":"Andrej Karpathy 给 Opus 5 提供《指环王》第一段和 1M token 预算（约 $10），模型耗时约 2 小时写出 5500 行代码，程序化渲染出故事场景。他认为这展示了从「没人会做」到「几乎免费」的转变，并指出 LLM 在视频感知和游戏内审计能力上仍有明显短板。","recommendation":"Karpathy 用 1M token 预算让 Opus 5 花 2 小时写出 5500 行代码，程序化渲染《指环王》场景。做 AI 视觉和程序化生成的可以看看这个从「没人会做」到「几乎免费」的转变，以及 LLM 在视频感知和游戏内审计上的短板。","href":"./2026-08-03.html#item-methods-2","url":"https://x.com/karpathy/status/2083749667410727319","tags":["three_d","cost_open","case_study"],"entities":["Opus 5"],"gist":"Karpathy用Opus 5生成3D渲染"},{"id":"2026-08-03-methods-03","date":"2026-08-03","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"HeyGen对比四图像模型身份保持测试","summary":"HeyGen 官方用同一句 prompt 测试四款图像模型的身份保持能力：Flux 2.0 pro、Seedream V5、Kling V3 均生成相似但非目标真人的人物，HeyGen 头像因基于真人实拍素材训练而能还原本人。对比展示了通用图像模型与真人训练模型在身份一致性上的本质差异。","recommendation":"HeyGen 拿同一句 prompt 测了 Flux 2.0 pro、Seedream V5、Kling V3 和自家头像，结论是前三家都生成相似但非本人的人，只有真人训练数据能保真。做角色一致性和数字人形象的可以看看这个对比逻辑。","href":"./2026-08-03.html#item-methods-3","url":"https://x.com/HeyGen/status/2083993549947961758","tags":["image_gen","consistency","avatar","case_study"],"entities":["HeyGen","Flux 2.0 pro","Seedream V5","Kling V3"],"gist":"对比四图像模型身份保持能力，真人训练更保真"},{"id":"2026-08-03-methods-04","date":"2026-08-03","section":"methods","sectionName":"方法与经验","source":"@x_sanjin","title":"拆解视频号AI收割中老年流量的三个配方","summary":"博主拆出视频号 AI 内容收割中老年流量的三个配方：配方一用 AI 爬人民日报/央视金句配 AI 生成本地地标夜景视频，剪映配音加 BGM，挂励志书/养生书链接或接本地广告变现；配方二让 GPT 模仿莫言体/余华体写人生道理，配 AI 慈祥老人头像封面，靠广告分成变现；配方三用 AI 做旧/上色老照片配怀旧文案。核心逻辑是 AI 把生产成本打到零，中老年要的是被认同感和扮有文化的社交货币。","recommendation":"拆解视频号收割中老年流量的三个 AI 配方：权威金句+本地地标、农村老人语录、新老照片对比，每条都给了变现路径。做下沉市场短剧和流量号的可以当选题库抄作业。","href":"./2026-08-03.html#item-methods-4","url":"https://x.com/x_sanjin/status/2083818582681538937","tags":["case_study","short_drama","ideation","commercial"],"entities":["剪映","GPT"],"gist":"拆解视频号AI收割中老年流量的三个配方"},{"id":"2026-08-03-methods-05","date":"2026-08-03","section":"methods","sectionName":"方法与经验","source":"@CharaspowerAI","title":"海螺 H3 对话场景获赞表情时机角色一致","summary":"创作者 @CharaspowerAI 分享海螺 H3 在对话场景上的表现，称面部表情、时机、镜头移动和角色一致性进步巨大。个人体验分享，无具体参数或工作流细节。","recommendation":"个人体验分享：海螺 H3 处理对话场景表现出色，面部表情、时机、镜头移动和角色一致性都有明显进步。做 AI 短剧和视觉的可以当个参考信号，但具体效果还得自己上手跑一遍。","href":"./2026-08-03.html#item-methods-5","url":"https://x.com/CharaspowerAI/status/2083840263265386531","tags":["video_gen","consistency","performance","case_study"],"entities":["海螺 H3"],"gist":"海螺H3对话场景表情时机角色一致性获赞"},{"id":"2026-08-03-methods-06","date":"2026-08-03","section":"methods","sectionName":"方法与经验","source":"@gdb","title":"开发者用 GPT 5.6 Sol 构建 3D 解剖教学应用","summary":"Greg Brockman（@gdb）用 GPT 5.6 Sol 和 Codex 构建 3D 人体解剖教学应用，从一张设计图起步，通过 vibe coding 完成。每个 3D 模型从 120-150 MB 优化至 2-5.5 MB，总资源从约 900 MB 降至 28.6 MB，帧率从 16fps 提升至流畅，支持按需加载，并自动生成解剖插图和交互热点标记。","recommendation":"Greg Brockman 用 GPT 5.6 Sol 和 Codex 从一张设计图起步，纯 vibe coding 搭出 3D 解剖教学应用，模型从 120-150MB 压到 2-5.5MB、总资源 900MB 降到 28.6MB。做 AI 工具链整合的可以看看这套从想法到可交互应用的自动化链路。","href":"./2026-08-03.html#item-methods-6","url":"https://x.com/gdb/status/2083934330146197989","tags":["three_d","agent","tutorial"],"entities":["GPT 5.6 Sol","Codex"],"gist":"用GPT和Codex构建3D解剖教学应用并优化"},{"id":"2026-08-03-methods-07","date":"2026-08-03","section":"methods","sectionName":"方法与经验","source":"@VictorInFocus","title":"Midjourney v8.2 静态图经 H3 测试保持粗粝质感","summary":"创作者 @VictorInFocus 分享工作流：用 Midjourney v8.2 生成 gritty 风格静态图（sref 3818841042 1759006419 + 个人 profile ggob8ma），再通过 H3 做动态化，并以 Suno 曲目作为运动参考。实测结论：简化 prompt 后 H3 能更好保持原视觉风格并同步画面运动与音乐节奏。","recommendation":"个人实测：Midjourney v8.2 静态图喂给 H3 做动态化，配 Suno 音乐参考，核心结论是 prompt 越简单 H3 越能保持原风格并卡准节奏。做视觉风格迁移的可以照这个思路跑一遍。","href":"./2026-08-03.html#item-methods-7","url":"https://x.com/VictorInFocus/status/2083745003474427924","tags":["video_gen","image_gen","audio_music","tutorial"],"entities":["Midjourney v8.2","H3","Suno"],"gist":"Midjourney静态图经H3动态化保持粗粝质感"},{"id":"2026-08-03-methods-08","date":"2026-08-03","section":"methods","sectionName":"方法与经验","source":"@laowangbabababa","title":"产品经理用 Codex 拆解人生副本赛道并生成视频","summary":"产品经理老王霸用 Codex 拆解抖音「人生副本」赛道爆款博主（涨粉 50w+），并写成 skill：输入主题→给出脚本和方向建议→生成至少 8 分钟脚本和分镜→生成分镜图片→组装渲染成视频。作者实测全 AI 出 8 分钟视频需 100+ 张图，Codex 出图极慢，跑一小时未完成，等待出片后再汇报。","recommendation":"用 Codex 拆解抖音「人生副本」赛道，把爆款博主的起号逻辑做成可复用的 skill：输入主题→出脚本分镜→生成图片→渲染成片。做短剧和批量起号的可以收藏这套流程，但作者自己跑 8 分钟视频出 100+ 张图已经卡了一个小时，效率问题得自己掂量。","href":"./2026-08-03.html#item-methods-8","url":"https://x.com/laowangbabababa/status/2083924422898106723","tags":["agent","script","storyboard","case_study"],"entities":["Codex"],"gist":"用Codex拆解人生副本赛道并生成视频流程"},{"id":"2026-08-03-methods-09","date":"2026-08-03","section":"methods","sectionName":"方法与经验","source":"@underwoodxie96","title":"Seedance 2.0 结合深度视频可复现细微动作","summary":"个人实测：用一张图+一段深度视频即可复刻细微动作。流程为先用工具把 TikTok 视频转成深度视频，再用 GPT 生成图像，最后用 Seedance 2.0 驱动动画。作者对比后认为比直接用 Kling Motion Control 动作迁移更自然，深度视频可去除原角色。","recommendation":"深度视频+Seedance 2.0 做动作迁移，比直接上 Kling 运动控制更自然，视觉师和后期可以照着这套流程跑一遍试试。","href":"./2026-08-03.html#item-methods-9","url":"https://x.com/underwoodxie96/status/2083860150499397986","tags":["video_gen","control","tutorial"],"entities":["Seedance 2.0","Kling Motion Control","GPT"],"gist":"用深度视频和Seedance 2.0做动作迁移"},{"id":"2026-08-03-works-01","date":"2026-08-03","section":"cases","sectionName":"作品与案例","source":"@EHuanglu","title":"@EHuanglu称AI演员不会演戏的争论已终结","summary":"作者 @EHuanglu 发布 AI 生成短片，直接回应「AI 演员不会演戏」的争议，成片标注 Made with AI。作品聚焦 AI 角色的表演表现力，验证 AI 演员在情绪传达和动作细节上的可行性。","recommendation":"AI 演员表演争议的正面回应，作者用成片直接回应「AI 演员不会演戏」的质疑，做 AI 短剧和编导的可以拉片看表演细节和情绪传达。","href":"./2026-08-03.html#item-cases-1","url":"https://x.com/EHuanglu/status/2083944279291113654","tags":["performance","film","case_study"],"entities":[],"gist":"AI短片回应AI演员表演争议"},{"id":"2026-08-03-works-02","date":"2026-08-03","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"AI原创末日连载《归墟》第十一集破界上线","summary":"B站个人创作者「萌新」的AI原创末日题材连载剧《归墟》第十一集「破界」，含AI生成内容声明。故事从失踪案切入，讲述巨蚁出现后城市失守、秩序崩塌的废土新物种时代。该系列已连载至第十一集，属长篇连载AI剧集，个人业余制作、更新不定时。","recommendation":"B站个人创作者连载的AI末日题材长剧，已更到第十一集，做AI短剧的可以拉片看个人团队如何用单一工具链维持长篇连载的角色一致性和叙事连贯性。","href":"./2026-08-03.html#item-cases-2","url":"https://www.bilibili.com/video/BV1HiGV6uEpw","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"个人AI末日连载剧《归墟》第十一集"},{"id":"2026-08-04-industry-01","date":"2026-08-04","section":"industry","sectionName":"行业与平台","source":"OpenAI Blog","title":"OpenAI 详解 GPT-Live 实时语音系统架构","summary":"OpenAI 官方博客详解 GPT-Live 实时语音系统，核心是 turnless 语音模型（无需等待对方说完即可响应）配合低延迟架构，实现更自然、更快的连续语音交互。文章披露了从零搭建这套系统的六个月工程路径，涉及流式处理、中断处理等关键设计。对 AI 配音、虚拟角色对话、实时字幕等场景有直接参考价值。","recommendation":"OpenAI 官方拆解 GPT-Live 的 turnless 语音模型和低延迟架构，做 AI 配音、虚拟角色对话、实时字幕的后期和短剧团队可以照着这套思路评估自己的链路。","href":"./2026-08-04.html#item-industry-1","url":"https://openai.com/index/continuous-voice-interaction-with-gpt-live","tags":["audio_voice","agent","tutorial"],"entities":["GPT-Live"],"gist":"OpenAI详解GPT-Live实时语音系统架构"},{"id":"2026-08-04-industry-02","date":"2026-08-04","section":"industry","sectionName":"行业与平台","source":"@Hailuo_AI","title":"海螺AI发布开源视频模型，支持RTX 5090本地运行","summary":"海螺AI（@Hailuo_AI）官方宣布发布一款开源权重视频生成模型，面向社区，并已验证可在RTX 5090和RTX 6000等消费级/专业级GPU上本地运行。官方强调“来自社区，回馈社区”，主打开放与可本地部署。具体模型名称、参数量、生成分辨率与时长等细节未在推文中披露。","recommendation":"海螺AI官方宣布开源视频模型，明确验证可在RTX 5090和RTX 6000上本地运行。做AI短剧和视觉的团队可以蹲权重下载，本地跑通后批量出片成本能压下来不少。","href":"./2026-08-04.html#item-industry-2","url":"https://x.com/Hailuo_AI/status/2084123156818915727","tags":["video_gen","cost_open"],"entities":["海螺AI","RTX 5090","RTX 6000"],"gist":"海螺AI开源视频模型支持本地运行"},{"id":"2026-08-04-industry-03","date":"2026-08-04","section":"industry","sectionName":"行业与平台","source":"@MiniMax_AI","title":"MiniMax Hailuo 3 上线 Picsart 支持全参考","summary":"MiniMax 的 Hailuo 3 模型上线 Picsart 平台，主打 omni-reference（全参考）能力，支持商用级生成。该模型由 MiniMax 提供，集成在 Picsart 编辑工具中，面向图像生成与编辑场景。","recommendation":"MiniMax 的 Hailuo 3 落地 Picsart，主打 omni-reference 和商用级能力，做视觉和短剧的可以上手试角色一致性。","href":"./2026-08-04.html#item-industry-3","url":"https://x.com/MiniMax_AI/status/2084383883504807938","tags":["image_gen","consistency","control"],"entities":["MiniMax Hailuo 3","Picsart"],"gist":"Hailuo 3上线Picsart支持全参考"},{"id":"2026-08-04-industry-04","date":"2026-08-04","section":"industry","sectionName":"行业与平台","source":"@higgsfield_ai","title":"Higgsfield 办百万美元 AI 电影节，14 个奖项","summary":"Higgsfield 官方宣布举办全球 AI 电影节，总奖金 100 万美元，设 14 个奖项，评审含奥斯卡奖评委。同时开源《Hell Grind》《Zephyr》《Mork》三部影片，公开全部 prompt，并发布最佳影片的完整制作拆解。","recommendation":"百万美元奖金池、奥斯卡评委坐镇，做 AI 短剧和长片的团队值得蹲一下参赛规则，顺便把开源的三部片子拉片拆解。","href":"./2026-08-04.html#item-industry-4","url":"https://x.com/higgsfield_ai/status/2084359051627131074","tags":["film","case_study","industry","short_drama"],"entities":["Higgsfield"],"gist":"Higgsfield办百万美元AI电影节并开源影片拆解"},{"id":"2026-08-04-industry-05","date":"2026-08-04","section":"industry","sectionName":"行业与平台","source":"@Alibaba_Qwen","title":"阿里发布 Qwen3.8-Max，下周开源权重","summary":"阿里 Qwen 官方发布 Qwen3.8-Max，定位最强模型，2.4T 参数，主打自主编程能力（10+ 天连续任务）。下周开放权重，同时 Qwen3.8-27B 也将开源。对 AIGC 创作者来说，开源权重意味着可本地部署接入自动化创作流水线，但本次发布聚焦编程能力，与视频/图像生成无直接关联。","recommendation":"阿里最强模型 Qwen3.8-Max 官宣，2.4T 参数主打自主编程，下周权重开源，Qwen3.8-27B 也一并开源。做 AI 工具链整合的可以蹲开源后接进创作流水线。","href":"./2026-08-04.html#item-industry-5","url":"https://x.com/Alibaba_Qwen/status/2084100707423289643","tags":["agent","cost_open","industry"],"entities":["Qwen3.8-Max","Qwen3.8-27B"],"gist":"阿里发布Qwen3.8-Max主打编程下周开源权重"},{"id":"2026-08-04-industry-06","date":"2026-08-04","section":"industry","sectionName":"行业与平台","source":"@_FORAB","title":"AI 虚拟人方桃子广告报价超真人网红","summary":"AI 虚拟人物账号「方桃子」起号一个月粉丝突破 40 万，所有视频及本人形象均由 AI 制作。运营方对外广告报价：20 秒视频 16.8 万元人民币，60 秒 25.8 万元，报价远超同粉丝量的真人网红。","recommendation":"AI 虚拟人账号一个月做到 40 万粉，20 秒广告报价 16.8 万、60 秒 25.8 万，比同量级真人网红还贵。做 AI 短剧和虚拟 IP 的可以看看这个商业化样本，验证 AI 形象账号的变现天花板。","href":"./2026-08-04.html#item-industry-6","url":"https://x.com/_FORAB/status/2084198199372452105","tags":["avatar","commercial","case_study"],"entities":["方桃子"],"gist":"AI虚拟人方桃子广告报价超真人网红"},{"id":"2026-08-04-industry-07","date":"2026-08-04","section":"industry","sectionName":"行业与平台","source":"@SenseTime_AI","title":"商汤开源轻量统一多模态模型 SenseNova U1.5-Lite-Preview","summary":"商汤发布 SenseNova U1.5-Lite-Preview，早期开源预览版轻量级统一多模态模型，基于原生 NEO-Unify 架构，支持跨模态的理解、推理、生成与编辑。官方推文附有链接，具体能力细节和参数需查看原文。","recommendation":"商汤开源轻量级统一多模态模型，原生 NEO-Unify 架构，能跨模态理解、推理、生成和编辑。做视觉和工具链的可以下载跑一遍，看它生成和编辑能力能不能接进现有创作管线。","href":"./2026-08-04.html#item-industry-7","url":"https://x.com/SenseTime_AI/status/2084288424236782073","tags":["image_gen","cost_open","agent"],"entities":["SenseNova U1.5-Lite-Preview"],"gist":"商汤开源轻量多模态模型支持跨模态生成编辑"},{"id":"2026-08-04-industry-08","date":"2026-08-04","section":"industry","sectionName":"行业与平台","source":"@dashiAIxz","title":"dashi-taskboard 开源：任务看板重塑 Codex 工作流","summary":"「大师的AI小灶」团队受飞书邀请分享的 Vibe Coding 项目 dashi-taskboard，一套重塑 Codex 工作流的项目管理工具，通过任务看板把用户从海量 Codex 对话中解放出来，项目已在 GitHub 完全开源，可安装体验并提 Issue。","recommendation":"面向 Codex 对话管理的开源任务看板工具，做 AI 编程和 Agent 工作流编排的可以装来试试，看能不能把多线程对话理清楚。","href":"./2026-08-04.html#item-industry-8","url":"https://x.com/dashiAIxz/status/2084192158685519921","tags":["agent","cost_open"],"entities":["dashi-taskboard","Codex"],"gist":"开源任务看板dashi-taskboard重塑Codex工作流"},{"id":"2026-08-04-tools-01","date":"2026-08-04","section":"tools","sectionName":"工具与能力","source":"@letz_ai","title":"LetzAI Canvas 新增记忆功能：角色物体场景可命名保存","summary":"LetzAI 的 Canvas 新增记忆功能，可为角色、物体、场景命名并添加简短描述，保存为可复用的记忆。该功能面向 AI 视觉创作，旨在提升跨镜头、跨项目的元素一致性，官方已发布演示链接。","recommendation":"做角色 IP 和短剧的可以试试，把角色、物体、场景存成记忆，跨镜头一致性省不少事。","href":"./2026-08-04.html#item-tools-1","url":"https://x.com/letz_ai/status/2084299427942973459","tags":["consistency","image_gen","control"],"entities":["LetzAI Canvas"],"gist":"LetzAI Canvas新增记忆功能提升跨镜头一致性"},{"id":"2026-08-04-tools-02","date":"2026-08-04","section":"tools","sectionName":"工具与能力","source":"@HeyGen","title":"HeyGen 数字人自动生成房产带看视频","summary":"HeyGen 推出新功能：用户粘贴 Zillow 房产链接后，数字人分身会自动生成带看视频，用用户的声音进行讲解，替代传统文字回复。该功能面向房产经纪场景，将数字人分身与房产数据源打通，实现视频内容的自动化生成。","recommendation":"HeyGen 把数字人分身接进 Zillow 房产链接，粘贴链接就能自动生成带看视频，做房产营销和批量视频的团队可以看看这个自动化链路怎么跑。","href":"./2026-08-04.html#item-tools-2","url":"https://x.com/HeyGen/status/2084350943261577423","tags":["avatar","agent","commercial"],"entities":["HeyGen","Zillow"],"gist":"HeyGen数字人自动生成房产带看视频"},{"id":"2026-08-04-tools-03","date":"2026-08-04","section":"tools","sectionName":"工具与能力","source":"@Kimi_Moonshot","title":"Kimi Work 教程：AI 自动构建幻灯片","summary":"Kimi Work 官方发布教程，展示其 AI 幻灯片生成能力：基于 Kimi K3 模型自动完成结构梳理与资料研究，生成包含图表和 SmartArt 的整套设计，成品可直接编辑下载。面向提案、汇报等办公场景，对 AI 影视从业者的项目路演和方案展示有间接帮助。","recommendation":"做 AI 短剧提案、项目路演的制片和编导可以试试，从大纲到成稿不用切工具，省掉排版时间。","href":"./2026-08-04.html#item-tools-3","url":"https://x.com/Kimi_Moonshot/status/2084245860339298423","tags":["agent","tutorial","ideation"],"entities":["Kimi Work","Kimi K3"],"gist":"Kimi Work教程：AI自动构建幻灯片"},{"id":"2026-08-04-tools-04","date":"2026-08-04","section":"tools","sectionName":"工具与能力","source":"@Meituan_LongCat","title":"美团 LongCat 新增 5000 万 token 低价包","summary":"美团 LongCat 官方宣布新增 5000 万 token 低价包，售价 $4.9（原价 $14.9，限时 67% 折扣），支持重复购买；另设 $1.9 新手入门包，新用户限购一次。面向长上下文处理场景，适合批量生成或长文本任务。","recommendation":"做 AI 短剧或批量出片的团队，如果已经在用 LongCat 跑长上下文，这个 $4.9 的 5000 万 token 包比原价便宜 67%，适合囤量跑大批量任务。","href":"./2026-08-04.html#item-tools-4","url":"https://x.com/Meituan_LongCat/status/2084280373631140095","tags":["cost_open","agent"],"entities":["LongCat"],"gist":"美团LongCat新增5000万token低价包"},{"id":"2026-08-04-methods-01","date":"2026-08-04","section":"methods","sectionName":"方法与经验","source":"@xiaohu","title":"Seedance 2.5 官方手册：七类场景提示词公式可抄","summary":"Seedance 2.5 官方用户手册，覆盖上传素材参数上限、界面四个新入口、七类场景提示词公式及 16 个亮点功能官方演示，公式和案例提示词可直接套用，面向用即梦做视频的创作者。","recommendation":"即梦用户直接收藏当工作台手册，七类场景提示词公式和 16 个功能演示都能照着抄，跑一遍就知道出片稳不稳。","href":"./2026-08-04.html#item-methods-1","url":"https://x.com/xiaohu/status/2084279939390755210","tags":["prompt","video_gen","tutorial"],"entities":["Seedance 2.5","即梦"],"gist":"Seedance 2.5手册：七类场景提示词公式"},{"id":"2026-08-04-methods-02","date":"2026-08-04","section":"methods","sectionName":"方法与经验","source":"@Yokohara_h","title":"MiniMax H3 本地实测：5090 生成 5 秒视频约 350 秒","summary":"MiniMax H3 已发布并支持本地运行，作者在 ComfyUI 中实测：用 RTX 5090 在 1376x768 分辨率生成 5 秒视频耗时约 350 秒，视频质量感觉不错，且无需付费。","recommendation":"MiniMax H3 开源可本地跑，实测 5090 上 1376x768 出 5 秒视频约 350 秒，质量不错。做短剧和视觉的可以拉下来在 ComfyUI 里跑一遍，看本地出片速度和废片率。","href":"./2026-08-04.html#item-methods-2","url":"https://x.com/Yokohara_h/status/2084265093811073167","tags":["video_gen","cost_open","tutorial"],"entities":["MiniMax H3","ComfyUI","RTX 5090"],"gist":"MiniMax H3本地实测：5090生成5秒视频约350秒"},{"id":"2026-08-04-methods-03","date":"2026-08-04","section":"methods","sectionName":"方法与经验","source":"@servasyy_ai","title":"本地部署 MiniMax H3：15 秒视频跑 20 分钟","summary":"用户 @servasyy_ai 分享本地搭建 MiniMax H3（海螺3）的完整配置：H3 Ref2VA 原生音画链，主模型 20.97GB、Qwen3-VL-32B 编码器 15.69GB、Video VAE 5.21GB、Audio VAE 0.61GB，权重合计 42.47GB。在 ComfyUI 0.30.0 + 原生 MiniMaxH3ReferenceToVideo 节点、PyTorch 2.11、CUDA 12.8 环境下，15 秒视频（3 张参考图、1152×640、24fps、362 帧、20 步）耗时 20 多分钟。","recommendation":"H3 本地部署的完整参数清单，权重合计 42.47GB，ComfyUI 0.30.0 原生节点跑通。做本地工作流的技术整合者可以直接抄配置，视觉师可参考 3 张参考图 + 1152×640 的出图规格。","href":"./2026-08-04.html#item-methods-3","url":"https://x.com/servasyy_ai/status/2084240715656413274","tags":["video_gen","cost_open","tutorial"],"entities":["MiniMax H3","海螺3","ComfyUI","Qwen3-VL-32B"],"gist":"本地部署MiniMax H3：15秒视频跑20分钟"},{"id":"2026-08-04-methods-04","date":"2026-08-04","section":"methods","sectionName":"方法与经验","source":"@UPedrolli46470","title":"MiniMax H3 量化版本地跑通：消费级显卡 3 分钟出片","summary":"个人创作者实测 MiniMax H3 INT8 量化版本地部署：RTX5070Ti+32GB 内存在 ComfyUI 中 170 秒生成一段科幻片段，作者称 RTX3060 即可运行，全程本地、约 3 分钟、耗电不到一度。工作流为：写剧情→用 ChatGPT 5.6 将镜头情绪描述转为专业术语→粘贴提示词→运行。作者认为该质量与价格足以让 Seedance 失去部分市场份额。","recommendation":"个人实测：MiniMax H3 INT8 量化版在 RTX5070Ti 上 170 秒出片，作者称 3060 也能跑。做短剧和科幻题材的可以照着这套 ComfyUI 工作流跑一遍，省掉 Seedance API 费用。","href":"./2026-08-04.html#item-methods-4","url":"https://x.com/UPedrolli46470/status/2084295431446729170","tags":["video_gen","cost_open","tutorial","prompt"],"entities":["MiniMax H3","ComfyUI","ChatGPT","Seedance"],"gist":"MiniMax H3量化版本地部署实测与工作流"},{"id":"2026-08-04-methods-05","date":"2026-08-04","section":"methods","sectionName":"方法与经验","source":"Luma AI Blog","title":"Luma 教程：AI 改图中文字保留原设计","summary":"Luma AI 官方博客发布图文教程，讲解如何用 AI 编辑图片中的文字内容，在替换文案的同时保留原有版式与设计风格。教程面向视觉设计场景，核心是解决改字不改版的需求，适合海报、KV、电商主图等需要频繁调整文案的创作流程。","recommendation":"做海报、KV、电商图的视觉师可以直接抄作业，改文案不用重画，套这个流程能省一半返工时间。","href":"./2026-08-04.html#item-methods-5","url":"https://lumalabs.ai/news/edit-text-image-with-ai","tags":["image_gen","tutorial","art_design"],"entities":["Luma AI"],"gist":"Luma AI教程：AI改图保留原设计"},{"id":"2026-08-04-methods-06","date":"2026-08-04","section":"methods","sectionName":"方法与经验","source":"@dotey","title":"宝玉分享 Fable 5 写方案 Codex 执行验收工作流","summary":"宝玉分享多 Agent 协作工作流：Fable 5 产出技术方案文档（方便批注和让其他 Agent 上手），确认后立即 /compact 一次以利用 Prompt Caching 低成本压缩上下文；将文档交给 Codex（GPT-5.6 Sol xhigh）执行，复杂任务加 /goal 避免反复 continue；完成后让 Fable 5 验证有无遗漏或方向偏离，反馈发回同一 Codex 会话继续完善。也可用 Opus 5 替代 GPT-5.6，但实测 Opus 5 不如 GPT-5.6 Sol 稳定和耐用。","recommendation":"个人实战工作流分享：Fable 5 出方案文档、Codex 执行、Fable 5 验收，还讲了 /compact 卡 Prompt Caching 省成本的细节。做 AI 自动化链路整合的可以抄这套多 Agent 协作模式。","href":"./2026-08-04.html#item-methods-6","url":"https://x.com/dotey/status/2084361778377404715","tags":["agent","tutorial","cost_open"],"entities":["Fable 5","Codex","GPT-5.6","Opus 5"],"gist":"多Agent协作工作流：方案编写执行验收"},{"id":"2026-08-04-methods-07","date":"2026-08-04","section":"methods","sectionName":"方法与经验","source":"@HeyGen","title":"HeyGen 团队休陪产假，LiveAvatar 代理接管收件箱 8 周","summary":"HeyGen 官方发布客户案例：团队成员休陪产假期间，其 LiveAvatar 销售代理接管收件箱 8 周，完成 2741 次对话、带来 132 个新客户、创造 300 万美金销售管道，全程零人工干预。展示了数字人代理在真实商业场景中的自动化销售能力。","recommendation":"HeyGen 官方客户案例：LiveAvatar 销售代理 8 周自动处理 2741 次对话、带来 132 个新客户和 300 万美金管道。做 AI 短剧和数字人应用的可以看看这套自动化销售链路怎么跑通的。","href":"./2026-08-04.html#item-methods-7","url":"https://x.com/HeyGen/status/2084321032526340103","tags":["avatar","agent","case_study","commercial"],"entities":["HeyGen","LiveAvatar"],"gist":"HeyGen数字人代理自动销售8周案例"},{"id":"2026-08-04-methods-08","date":"2026-08-04","section":"methods","sectionName":"方法与经验","source":"@weichen_ink","title":"博主拆解国风国学 AI 视频赛道变现套路","summary":"博主微尘印记分享国风/国学 AI 视频赛道观察，指出该赛道粉丝稳定、带货佣金普遍 50% 以上，举例某账号 23 个作品积累 4.6 万粉丝、40 万赞，建议用 AI 提炼同类账号的套路。","recommendation":"做 AI 短剧和 IP 运营的可以看看国风国学赛道的变现逻辑，粉丝稳定、带货佣金高，适合当选题和商业参考。","href":"./2026-08-04.html#item-methods-8","url":"https://x.com/weichen_ink/status/2084115627955126528","tags":["case_study","short_drama","ideation","commercial"],"entities":[],"gist":"国风国学AI视频赛道变现套路拆解"},{"id":"2026-08-04-methods-09","date":"2026-08-04","section":"methods","sectionName":"方法与经验","source":"@gaoqian2580","title":"给中小企业搭AI知识库，一单八千到三万","summary":"博主分享给中小企业搭内部 AI 知识库的接单生意：用 Dify 或 FastGPT 搭 RAG 知识库，接 DeepSeek API，挂到企业微信或飞书机器人。基础版报价八千到一万五，含流程梳理和权限分级的三万起，后续维护收年费。最耗时的是清洗散落在微信群、飞书文档和 PDF 里的资料，涉及财务人事的库要单独做权限。","recommendation":"AI 搞钱副业思路，用 Dify/FastGPT 搭 RAG 知识库接 DeepSeek，挂企业微信机器人。做 AI 短剧或内容团队的可以当个接单副业参考，跟创作工作流关系不大。","href":"./2026-08-04.html#item-methods-9","url":"https://x.com/gaoqian2580/status/2084278227648823693","tags":["agent","tutorial","cost_open","industry"],"entities":["Dify","FastGPT","DeepSeek"],"gist":"用AI知识库接单给中小企业搭建方案"},{"id":"2026-08-04-methods-10","date":"2026-08-04","section":"methods","sectionName":"方法与经验","source":"@imwsl90","title":"个人开发者分享自建 AI 创作管理系统经验","summary":"个人开发者卫斯理分享从 7 月 20 日开始用 vibe coding 自建系统的经验，从个人主页、商品售卖网站到课程网站，最终搭建了一个集收益分析（每日凌晨抓取各渠道收益并用 Deepseek 分析）、网站监控、工具网站（markdown 转 png、图床、图文生成、AI 改写、微信排版）和创作（短文/长文创作 + AI 改写）于一体的管理中心。强调自建工具贴合个人需求，工作流程化后效率提升。","recommendation":"个人开发者分享用 vibe coding 自建收益分析、网站监控、图文生成、AI 改写等一体化管理中心的经验，强调自建工具贴合个人需求。对想搭建个人创作工作流的技术整合者有参考价值，但偏个人经验分享，无具体技术细节。","href":"./2026-08-04.html#item-methods-10","url":"https://x.com/imwsl90/status/2084189070641783165","tags":["agent","tutorial","ideation"],"entities":["Deepseek"],"gist":"个人开发者用vibe coding自建创作管理系统"},{"id":"2026-08-04-works-01","date":"2026-08-04","section":"cases","sectionName":"作品与案例","source":"@BytePlusGlobal","title":"Seedance 2.5 演示：维多利亚马戏团一镜到底","summary":"BytePlus 官方发布 Seedance 2.5 演示短片《ON CUE》，以维多利亚马戏团为题材，展示魔术师登台、表演者入场到精心编排的混乱场面，核心卖点是原生视频生成支持最长 30 秒，验证长镜头叙事能力。","recommendation":"官方演示片，重点看 30 秒原生视频生成下的长镜头调度和群像场面控制，做短剧和视觉的可以拉片看镜头连贯性处理。","href":"./2026-08-04.html#item-cases-1","url":"https://x.com/BytePlusGlobal/status/2084291920231277003","tags":["video_gen","camera","case_study"],"entities":["Seedance 2.5"],"gist":"Seedance 2.5演示30秒一镜到底短片"},{"id":"2026-08-04-works-02","date":"2026-08-04","section":"cases","sectionName":"作品与案例","source":"@magnific","title":"MiniMax H3 实测：九场戏锁定同一角色脸","summary":"Magnific 团队用 MiniMax H3 制作短片《One Odysseus in nine scenes》，核心卖点是锁定单一角色、九个场景保持同一张脸。推文附工作流拆解链接，展示跨场景角色一致性控制方法。","recommendation":"用 MiniMax H3 锁定单一角色拍了九场戏，主打跨场景脸不崩。做短剧和角色 IP 的可以拉片看角色一致性怎么控，视觉师重点看同一张脸在不同镜头里的稳定度。","href":"./2026-08-04.html#item-cases-2","url":"https://x.com/magnific/status/2084244774371160262","tags":["video_gen","consistency","case_study"],"entities":["MiniMax H3"],"gist":"MiniMax H3九场景保持同一角色脸"},{"id":"2026-08-04-works-03","date":"2026-08-04","section":"cases","sectionName":"作品与案例","source":"@fofrAI","title":"Flux 3 发布：自指式纪录片生成","summary":"fofrAI 用 Flux 3 生成一部 90 年代风格纪录片，内容是关于这部纪录片本身的纪录片，片中包含来自自身的片段，实现叙事上的自指套娃结构。","recommendation":"自指式纪录片结构，AI 短片玩叙事套娃的可以拉片看怎么用镜头语言实现自我引用。","href":"./2026-08-04.html#item-cases-3","url":"https://x.com/fofrAI/status/2082478631851315588","tags":["video_gen","film","case_study"],"entities":["Flux 3"],"gist":"Flux 3生成自指式纪录片短片"},{"id":"2026-08-05-industry-01","date":"2026-08-05","section":"industry","sectionName":"行业与平台","source":"@bfl_ai","title":"FLUX 3 视频模型发布：原生音频、多帧图生视频","summary":"Black Forest Labs 发布 FLUX 3 视频模型，支持原生音频、文本转视频、多帧图像转视频、视频续接、多语言对话，最长 20 秒 1080p 原生分辨率，提供低成本的 Draft 模式用于快速探索创意，已开放 API 并接入常用工具，2K、4K 及开源权重即将推出。","recommendation":"FLUX 3 视频正式上线，原生音频、多帧图生视频、视频续接、多语言对话，最长 20 秒 1080p，还带便宜的 Draft 模式。做短剧和视觉的可以直接接 API 或常用工具实测，2K/4K 和开源权重也在路上。","href":"./2026-08-05.html#item-industry-1","url":"https://x.com/bfl_ai/status/2084693191484469305","tags":["video_gen","audio_voice","cost_open"],"entities":["FLUX 3"],"gist":"FLUX 3视频模型发布支持原生音频"},{"id":"2026-08-05-industry-02","date":"2026-08-05","section":"industry","sectionName":"行业与平台","source":"@MiniMax_AI","title":"MiniMax H3 开放 API 与多端应用","summary":"MiniMax 官方宣布 H3 模型正式开放 API 调用，并提供 WebApp、桌面端等多端应用入口，覆盖全球及中国区。创作者可通过 API 或 App 直接使用 H3 进行视频生成，适用于短剧制作、视觉开发等场景。","recommendation":"MiniMax H3 正式开放 API 和 App 端，做 AI 短剧和视觉的可以直接接 API 或下载应用实测，看视频生成质量和角色一致性表现。","href":"./2026-08-05.html#item-industry-2","url":"https://x.com/MiniMax_AI/status/2084627648018538653","tags":["video_gen","consistency","industry"],"entities":["MiniMax H3"],"gist":"MiniMax H3开放API与多端应用"},{"id":"2026-08-05-industry-03","date":"2026-08-05","section":"industry","sectionName":"行业与平台","source":"@topazlabs","title":"Topaz 发布 Wonder 3.5 与 Bloom 2 两款图像模型","summary":"Topaz Labs 发布两款新图像模型：Wonder 3.5 面向照片和图像处理，Bloom 2 面向 AI 生成图像的增强。两款模型已同步接入 Topaz Image Web，并支持在 ComfyUI、fal、Oxen、Krea、Pixelcut 等平台的工作流中使用。","recommendation":"Topaz 一口气放出 Wonder 3.5 和 Bloom 2 两款图像模型，分别针对照片和 AI 生成图，已接入 ComfyUI、fal、Krea 等主流工作流。做视觉和后期的一周内接进管线实测，看修复和增强效果值不值得换。","href":"./2026-08-05.html#item-industry-3","url":"https://x.com/topazlabs/status/2084713677135995251","tags":["image_gen","post_fx","cost_open"],"entities":["Wonder 3.5","Bloom 2","ComfyUI","fal","Krea"],"gist":"Topaz发布两款图像模型，支持修复增强"},{"id":"2026-08-05-industry-04","date":"2026-08-05","section":"industry","sectionName":"行业与平台","source":"@usebland","title":"Bland 发布 Speech v3 语音引擎，称超越 ElevenLabs","summary":"Bland 推出 Speech v3，定位为世界首个人类语音引擎，在 DesignArena 的 Audio Realism 基准测试中排名第一，超越 ElevenLabs、Grok、Cartesia 和 OpenAI。模型基于超 1 亿段真实人类对话训练，面向企业、开发者和创作者开放免费试用。官方演示用 5 秒旧影像素材，帮助一位 49 岁中风父亲恢复声音。","recommendation":"语音合成新玩家，官方称在 Audio Realism 基准上超过 ElevenLabs、Grok、Cartesia 和 OpenAI，用 5 秒旧素材帮中风患者找回声音。做配音、虚拟角色对话的后期和短剧团队可以免费试一周，看真实度和情感表现力够不够用。","href":"./2026-08-05.html#item-industry-4","url":"https://x.com/usebland/status/2084685910667649324","tags":["audio_voice","case_study"],"entities":["Speech v3","ElevenLabs","Grok","Cartesia","OpenAI"],"gist":"Bland发布语音引擎，超越ElevenLabs"},{"id":"2026-08-05-industry-05","date":"2026-08-05","section":"industry","sectionName":"行业与平台","source":"@Alibaba_Qwen","title":"Qwen 模型上线 OpenRouter，权重即将开源","summary":"阿里 Qwen 官方账号宣布模型已上线 OpenRouter 平台，可直接调用，并预告开源权重即将放出。对 AIGC 技术整合者来说，这意味着多了一个可接入的模型源，且后续可本地部署，适合接入自动化创作流水线。","recommendation":"Qwen 官方确认模型已上线 OpenRouter 且权重即将开源，做工具链整合的可以直接接 API 测，等权重放出还能本地部署跑工作流。","href":"./2026-08-05.html#item-industry-5","url":"https://x.com/Alibaba_Qwen/status/2084473121818779668","tags":["cost_open","agent"],"entities":["Qwen","OpenRouter"],"gist":"Qwen上线OpenRouter，权重即将开源"},{"id":"2026-08-05-industry-06","date":"2026-08-05","section":"industry","sectionName":"行业与平台","source":"@TencentHunyuan","title":"腾讯混元发布 Hy ASR 3.0 预览版，主打方言与语义理解","summary":"腾讯混元发布 Hy ASR 3.0 预览版，基于 Hy3 语言大脑，主打高精度语音识别与深度语义理解，在通用识别、上下文感知、多场景鲁棒性、方言覆盖四项上宣称领先，面向嘈杂真实音频场景。","recommendation":"腾讯混元把 ASR 3.0 预览版端出来了，主打方言覆盖和上下文理解，做 AI 配音、字幕、短剧后期转写的可以直接接 API 试一周，看脏音频和方言场景的识别稳不稳。","href":"./2026-08-05.html#item-industry-6","url":"https://x.com/TencentHunyuan/status/2084579829303615497","tags":["audio_voice","subtitle"],"entities":["Hy ASR 3.0","腾讯混元"],"gist":"腾讯混元发布ASR，主打方言识别"},{"id":"2026-08-05-industry-07","date":"2026-08-05","section":"industry","sectionName":"行业与平台","source":"@SenseTime_AI","title":"商汤开源 SenseNova U1：统一推理与图像生成","summary":"商汤开源 SenseNova U1，一个统一推理与图像生成的 AI 模型。支持信息图模式（一条 prompt 生成带图标、章节、版式的结构化幻灯片）和交错模式（逐步构建文本+图像，可用于教学演示）。开源模型，可接入创作流水线。","recommendation":"商汤开源了能边推理边出图的统一模型，信息图模式一条 prompt 直接生成结构化幻灯片，做视觉方案和分镜草稿的可以接 API 试跑，看能不能省掉中间排版环节。","href":"./2026-08-05.html#item-industry-7","url":"https://x.com/SenseTime_AI/status/2084667189479837741","tags":["image_gen","ideation","cost_open"],"entities":["SenseNova U1","商汤"],"gist":"商汤开源统一推理与图像生成模型"},{"id":"2026-08-05-industry-08","date":"2026-08-05","section":"industry","sectionName":"行业与平台","source":"@pika_labs","title":"Pika 推出 API Club 会员，直连头部生成模型","summary":"Pika 官方推出 API Club 会员服务，以会员制接入头部生成式媒体模型，主打低于聚合平台的直连价格。官方称不少 API 聚合平台存在约 3 倍加价，Pika 自建渠道并谈判更优价格。面向批量调用生成模型的创作者和工具链整合方，可降低 API 调用成本。","recommendation":"Pika 官方下场做 API 聚合，主打砍掉中间商 3 倍加价，做批量出片和工具链整合的团队可以算算成本账，接 API 跑一周看性价比。","href":"./2026-08-05.html#item-industry-8","url":"https://x.com/pika_labs/status/2084711613605769431","tags":["cost_open","industry"],"entities":["Pika"],"gist":"Pika推出API会员，降低调用成本"},{"id":"2026-08-05-industry-09","date":"2026-08-05","section":"industry","sectionName":"行业与平台","source":"Luma AI Blog","title":"Luma 发布 2026 创意团队 AI 采用率统计","summary":"Luma AI 官方博客发布 2026 年创意团队生成式 AI 采用率统计报告，汇总 24 项关键数据，覆盖团队渗透率、工具使用分布、成本效率等维度。面向影视、广告、内容制作团队的决策参考。","recommendation":"Luma 官方整理的 24 项创意团队 AI 采用数据，制片人和团队负责人可以拿来做预算和工具选型的参考依据。","href":"./2026-08-05.html#item-industry-9","url":"https://lumalabs.ai/news/generative-ai-adoption-statistics","tags":["industry","case_study"],"entities":["Luma"],"gist":"Luma发布创意团队AI采用率统计报告"},{"id":"2026-08-05-industry-10","date":"2026-08-05","section":"industry","sectionName":"行业与平台","source":"@MengkePM","title":"小红书 AI 工作台 v0.1.0 开源","summary":"Mengke Wang 开源公司内部使用的小红书 AI 工作台 v0.1.0，包含针对小红书平台定制的 AI skills，已发布在 GitHub 仓库 nihe0909/xiaohongshu-ai-workbench。面向小红书内容生产场景，提供可复用的自动化工作流。","recommendation":"做小红书内容矩阵的团队可以拉下来看看，内部用的 AI skills 直接开源，省得自己从零搭工作台。","href":"./2026-08-05.html#item-industry-10","url":"https://x.com/MengkePM/status/2084581608838103403","tags":["agent","cost_open","tutorial"],"entities":["小红书AI工作台"],"gist":"小红书AI工作台开源，提供定制AI skills"},{"id":"2026-08-05-tools-01","date":"2026-08-05","section":"tools","sectionName":"工具与能力","source":"@Alibaba_Wan","title":"阿里 Wan 推出实时相机转图像功能","summary":"阿里 Wan 官方发布 Camera-to-Image 功能，属于新的 Real-time 功能套件。用户打开摄像头即可将现实环境实时转换为动漫风格画面，官方附有演示视频。该功能面向实时视觉风格化场景，适合动漫风格化视觉探索和实时场景转换应用。","recommendation":"阿里 Wan 官方发布实时相机转图像能力，打开摄像头就能把现实场景实时转成动漫风格画面，做视觉风格探索和 AI 短剧场景转换的可以直接上手试。","href":"./2026-08-05.html#item-tools-1","url":"https://x.com/Alibaba_Wan/status/2084481142661746976","tags":["image_gen","animation","control"],"entities":["Wan"],"gist":"阿里Wan推出实时相机转动漫风格功能"},{"id":"2026-08-05-tools-02","date":"2026-08-05","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"OpenRouter 上线图像模型 Playground 支持生成编辑合成","summary":"OpenRouter 官方推出图像模型 Playground，支持快速生成、编辑、合成图像，已开放试用链接。视觉师和做分镜的可以直接在网页上试多模型对比效果，不用本地部署。","recommendation":"OpenRouter 官方推出图像模型 Playground，支持快速生成、编辑、合成图像，视觉师和做分镜的可以直接在网页上试多模型对比效果，不用本地部署。","href":"./2026-08-05.html#item-tools-2","url":"https://x.com/OpenRouter/status/2084667628895817737","tags":["image_gen","tutorial"],"entities":["OpenRouter"],"gist":"OpenRouter上线图像模型Playground支持生成编辑"},{"id":"2026-08-05-tools-03","date":"2026-08-05","section":"tools","sectionName":"工具与能力","source":"公众号","title":"Vidu 一键 MV 升级：四大创作链路覆盖对口型与舞蹈","summary":"生数科技 Vidu 一键 MV 全面升级，推出对口型唱、演唱穿插、舞蹈演绎、剧情演绎四大创作链路，覆盖音乐 MV 主流形态。用户上传图片和音乐即可生成口型、动作、表情、镜头与剧情，支持 720P 生成。对口型唱、演唱穿插、舞蹈演绎模式每秒 0.75 元，剧情演绎每秒 0.65 元。","recommendation":"Vidu 把 MV 生成拆成对口型唱、演唱穿插、舞蹈、剧情四条链路，上传图+音乐就能出带口型动作表情的成片，做音乐视频和短剧的可以上手试一轮，720P 出片，价格按秒算。","href":"./2026-08-05.html#item-tools-3","url":"https://mp.weixin.qq.com/s?__biz=MzkzMDQ5NTQwMQ%3D%3D&mid=2247489048&idx=1&sn=5a0fd3718d1fd4ce5a55c148021ad847","tags":["mv","lipsync","performance","video_gen"],"entities":["Vidu"],"gist":"Vidu一键MV升级覆盖对口型舞蹈剧情"},{"id":"2026-08-05-tools-04","date":"2026-08-05","section":"tools","sectionName":"工具与能力","source":"@MiniMax_AI","title":"Maestro v1.5.5发布 社区48小时适配H3","summary":"MiniMax 官方宣布 Maestro v1.5.5 接入 MiniMax H3 模型。社区在 48 小时内将 H3 跑通在官方未测试的硬件上，包括游戏显卡和完全离线的 MacBook，并构建了官方未规划的工具。官方对开源结果表示认可。","recommendation":"MiniMax 官方确认 H3 开源后社区 48 小时就在游戏显卡和 MacBook 上跑通离线，做本地化 AI 视频工作流的技术整合者可以跟进这套工具链。","href":"./2026-08-05.html#item-tools-4","url":"https://x.com/MiniMax_AI/status/2084745241589080491","tags":["cost_open","agent","tutorial"],"entities":["Maestro","MiniMax H3"],"gist":"Maestro v1.5.5接入H3，社区48小时适配"},{"id":"2026-08-05-tools-05","date":"2026-08-05","section":"tools","sectionName":"工具与能力","source":"@OpenRouter","title":"OpenRouter 推出异步工具，后台运行不阻塞对话","summary":"OpenRouter 宣布推出异步工具（async tools）能力，工具可在后台或跨进程运行，对话可继续推进，模型、代码与外部系统可同时与运行中的任务交互而不阻塞当前轮次。适用于需要长耗时后台任务的自动化创作管线，如批量渲染、转写、素材处理等场景。","recommendation":"OpenRouter 给 API 加了异步工具能力，后台任务不阻塞对话轮次，做自动化剪辑、批量转写这类长耗时管线的技术整合者可以接 API 试跑。","href":"./2026-08-05.html#item-tools-5","url":"https://x.com/OpenRouter/status/2084664993535107454","tags":["agent","industry"],"entities":["OpenRouter"],"gist":"OpenRouter推出异步工具支持后台任务"},{"id":"2026-08-05-tools-06","date":"2026-08-05","section":"tools","sectionName":"工具与能力","source":"Google Developers Blog","title":"Google Cloud API Gateway 新增统一模型路由","summary":"Google Cloud API Gateway 推出模型路由功能（Public Preview），支持在 OpenAPI 3.x 规范中配置虚拟模型名到后端目标的映射，无需硬编码端点或管理开源代理。网关作为无服务器入口层，接受标准 OpenAI 兼容请求，自动将负载转码为目标模型的原生格式并动态路由流量。对 AIGC 技术整合者来说，这意味着可以在一个网关下统一管理多个模型供应商的调用，简化工具链的 API 接入和切换流程。","recommendation":"做工具链整合的可以关注，网关层统一路由 Gemini、Claude、OSS-GPT，省掉自己维护代理的活，接 API 时少一层麻烦。","href":"./2026-08-05.html#item-tools-6","url":"https://developers.googleblog.com/a-unified-api-for-ai-model-routing","tags":["agent","industry"],"entities":["Google Cloud API Gateway","Gemini","Claude"],"gist":"Google Cloud API Gateway新增统一模型路由"},{"id":"2026-08-05-tools-07","date":"2026-08-05","section":"tools","sectionName":"工具与能力","source":"@Gemini_Notebook","title":"Gemini Notebook 增强版全面开放给 Pro 用户","summary":"Google 官方账号确认，更强大的 Notebook 体验已 100% 全面推出给所有 Pro 用户，免费用户也可使用。官方给出学习、商务、个人三类场景的示例查询，包括从讲义生成带测验的 PDF 学习指南、分析营收趋势、整理装修收据并生成成本追踪表格等。","recommendation":"Google 官方确认 Notebook 增强体验已 100% 覆盖所有 Pro 用户，免费用户也能用。做 AI 短剧和内容策划的可以拿它整理剧本素材、拆解竞品，当个资料管理工具用。","href":"./2026-08-05.html#item-tools-7","url":"https://x.com/Gemini_Notebook/status/2084430602116481479","tags":["agent","industry"],"entities":["Gemini Notebook"],"gist":"Gemini Notebook增强版全面开放给Pro用户"},{"id":"2026-08-05-tools-08","date":"2026-08-05","section":"tools","sectionName":"工具与能力","source":"@Replit","title":"Replit Ambient Intelligence 每帧旁生成设计建议卡片","summary":"Replit 推出 Ambient Intelligence 功能，在编程界面的每一帧旁边弹出建议卡片，每张卡片代表一个不同的设计方向，点击即可生成新帧，旨在解决「下一步做什么」的决策问题。该功能面向 Replit 的 AI 编程环境，属于 IDE 交互层面的更新，不直接产出图像或视频媒体。","recommendation":"Replit 的 AI 编程环境新增 Ambient Intelligence，在每一帧旁边弹出设计方向建议卡片，点一下就能生成新帧。对做 AI 短剧工具链的整合者有点参考价值，但本质是编程 IDE 的界面功能，跟创作流水线关系不大。","href":"./2026-08-05.html#item-tools-8","url":"https://x.com/Replit/status/2084767675700658476","tags":["agent","industry"],"entities":["Replit"],"gist":"Replit推出Ambient Intelligence设计建议功能"},{"id":"2026-08-05-methods-01","date":"2026-08-05","section":"methods","sectionName":"方法与经验","source":"@PJaccetturo","title":"Higgsfield 开源《Hellgrind》全部提示词与素材","summary":"Higgsfield 将 95 分钟 AI 剧情长片《Hellgrind》的全部提示词、关键帧和素材开源，用于 Higgsfield 全球电影节。该片制作成本 50 万美元，曾在戛纳市场放映，获华尔街日报、Variety、BBC 报道。PJ Ace 将顶级技巧提炼为 10 步指南线程。对 AI 长片和短剧创作者来说，这是罕见的完整工业化制作资产包，可直接拆解预算分配、角色一致性和长叙事工作流。","recommendation":"95 分钟 AI 长片《Hellgrind》的提示词、关键帧和素材全部开源，还配了 10 步指南。做 AI 长片和短剧的可以直接拉下来拆解，看 50 万美元预算怎么花在角色一致性和镜头语言上。","href":"./2026-08-05.html#item-methods-1","url":"https://x.com/PJaccetturo/status/2084717165387858371","tags":["case_study","film","prompt","consistency"],"entities":["Higgsfield","Hellgrind"],"gist":"Higgsfield开源AI长片Hellgrind全部提示词与素材"},{"id":"2026-08-05-methods-02","date":"2026-08-05","section":"methods","sectionName":"方法与经验","source":"@BytePlusGlobal","title":"BytePlus 拆解 Seedance 2.5 从创意到成片流程","summary":"BytePlus 官方发布 Seedance 2.5 幕后案例，展示如何将创意简报转化为连贯视觉序列，强调在保持原始创意愿景的同时，实现角色一致性、动态动作和定向精修。","recommendation":"官方幕后拆解 Seedance 2.5 如何把创意简报转成连贯镜头序列，重点看角色一致性和动态动作的定向精修，做短剧和视觉开发的值得拉片参考。","href":"./2026-08-05.html#item-methods-2","url":"https://x.com/BytePlusGlobal/status/2084291923226075271","tags":["case_study","video_gen","consistency"],"entities":["BytePlus","Seedance 2.5"],"gist":"BytePlus拆解Seedance 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积分，后期和短剧团队可以当自动化剪辑链路参考。","href":"./2026-08-05.html#item-methods-5","url":"https://x.com/Nutllwhy/status/2084298574180048998","tags":["editing","agent","tutorial"],"entities":["WorkBuddy","ChatCut","混元","K3","Codex"],"gist":"WorkBuddy与ChatCut MCP自动剪辑实测"},{"id":"2026-08-05-methods-06","date":"2026-08-05","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"PixVerse 角色一致性演示：一个指令生成完美男主","summary":"PixVerse 官方发布角色一致性演示，以「创建完美男主，删除所有不完美版本」为指令，生成美人鱼国王、机车骑士、冷眼继承人等多个风格化角色形象，展示单指令多角色输出的能力。完整工作流需转发评论后私信获取。","recommendation":"PixVerse 官方演示角色一致性玩法，一个指令生成多个风格化男主形象，做角色 IP 和短剧的可以拉片看形象统一度处理。","href":"./2026-08-05.html#item-methods-6","url":"https://x.com/PixVerse_/status/2084610530107662639","tags":["consistency","image_gen","case_study"],"entities":["PixVerse"],"gist":"PixVerse单指令生成多风格角色一致性演示"},{"id":"2026-08-05-methods-07","date":"2026-08-05","section":"methods","sectionName":"方法与经验","source":"Luma AI Blog","title":"Luma 官方发布 AI 图像后期编辑完整指南","summary":"Luma AI 官方博客发布《How to Edit AI-Generated Images: The Complete 2026 Guide》，系统讲解 AI 生成图像的后期编辑方法，覆盖从基础修正到进阶风格化的工作流，面向视觉师和后期人员提供官方视角的编辑流程参考。","recommendation":"官方出的 2026 版 AI 图像后期编辑指南，视觉师和后期可以当工具手册翻，看官方推荐的编辑流程和工具链怎么搭。","href":"./2026-08-05.html#item-methods-7","url":"https://lumalabs.ai/news/edit-ai-generated-images","tags":["image_gen","post_fx","tutorial"],"entities":["Luma"],"gist":"Luma官方发布AI图像后期编辑完整指南"},{"id":"2026-08-05-methods-08","date":"2026-08-05","section":"methods","sectionName":"方法与经验","source":"@PixVerse_","title":"PixVerse 官方演示：三视图参考保持角色一致性","summary":"PixVerse 官方演示《FELINE FALL》制作流程：先用三视图（正面、侧面、背面）角色参考图锁定角色一致性，再在 PixVerse Canvas 中按场景（屋顶、云层、街道）分支生成动态画面。","recommendation":"官方演示三视图参考+Canvas 分场景生成的工作流，做角色 IP 和短剧的可以照着跑一遍，看角色一致性怎么稳住。","href":"./2026-08-05.html#item-methods-8","url":"https://x.com/PixVerse_/status/2084248101033054370","tags":["consistency","control","case_study"],"entities":["PixVerse","PixVerse 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工作流整合的可以看看它处理低频脏活的实际表现。","href":"./2026-08-05.html#item-methods-10","url":"https://x.com/Astronaut_1216/status/2084488027141800035","tags":["agent","case_study"],"entities":["Codex"],"gist":"Codex代理实操处理税务开票流程"},{"id":"2026-08-05-works-01","date":"2026-08-05","section":"cases","sectionName":"作品与案例","source":"@magnific","title":"Magnific 发布 MiniMax H3 全帧生成短片《Kat and Cat》","summary":"Magnific 官方发布 AI 短片《Kat and Cat》，讲述女孩、珍珠奶茶与一只 40 磅重猫的故事，全片每一帧均由 MiniMax H3 在 Magnific 平台生成。","recommendation":"官方用 MiniMax H3 全帧生成的短片，视觉师和编导可以拉片看角色一致性和叙事节奏，做短剧的也能参考全帧生成链路。","href":"./2026-08-05.html#item-cases-1","url":"https://x.com/magnific/status/2084553204277379213","tags":["video_gen","case_study","consistency"],"entities":["Magnific","MiniMax H3"],"gist":"MiniMax H3全帧生成短片展示角色一致性"},{"id":"2026-08-05-works-02","date":"2026-08-05","section":"cases","sectionName":"作品与案例","source":"@magnific","title":"Magnific 原创系列《The Chronicles of Bone》第四集上线","summary":"Magnific 官方账号转发《The Chronicles of Bone》第一季第四章，该原创系列完全由 AI 工具创作，属于长线叙事剧集作品。","recommendation":"Magnific 官方转发的原创 AI 系列剧集新一集，纯 AI 工具链制作，做 AI 短剧的可以拉片看长线叙事和视觉风格统一怎么处理。","href":"./2026-08-05.html#item-cases-2","url":"https://x.com/magnific/status/2084682045024866670","tags":["short_drama","case_study","consistency"],"entities":["Magnific"],"gist":"Magnific原创AI系列剧集新集展示长线叙事"},{"id":"2026-08-06-industry-01","date":"2026-08-06","section":"industry","sectionName":"行业与平台","source":"@testingcatalog","title":"字节跳动发布原生音视频全双工模型 SeedRealtime","summary":"字节跳动推出 SeedRealtime，原生音视频全双工大语言模型，统一架构融合音频、视频与文本，支持连续多模态流上的实时交互，可同时看、听、说，对标 GPT Live。已免费上线豆包 App，支持语音和视频对话。对 AI 配音、虚拟角色对话、实时互动短剧团队来说，这是可直接体验的实时多模态交互方案，值得上手测交互延迟和自然度。","recommendation":"字节把音视频全双工对话模型免费塞进豆包，能边看边听边说，对标 GPT Live。做 AI 配音、虚拟角色对话、实时互动短剧的可以直接上手试，看交互延迟和自然度够不够用。","href":"./2026-08-06.html#item-industry-1","url":"https://x.com/testingcatalog/status/2084968825942893022","tags":["audio_voice","agent","industry"],"entities":["SeedRealtime","豆包"],"gist":"字节发布音视频全双工模型SeedRealtime"},{"id":"2026-08-06-industry-02","date":"2026-08-06","section":"industry","sectionName":"行业与平台","source":"@alibaba_cloud","title":"阿里云发布 Qwen-Image-3.0-Pro，文生图排名升至全球第五","summary":"阿里云发布 Qwen-Image-3.0-Pro，在 Text-to-Image Arena 以 1263 分位列全球第 5，较前代 Qwen-Image-2.0-Pro 的 1191 分（第 15 名）大幅跃升。模型已在阿里云 Model Studio 和 Qwen Cloud 开放试用及 API 调用。对视觉师和美术来说，这是文生图能力的一次显著升级，值得实测出图风格和一致性；对技术整合者来说，API 已开放，可直接接入创作流水线。","recommendation":"阿里云官方发布 Qwen-Image-3.0-Pro，Text-to-Image Arena 1263 分排全球第五，比前代跳了 10 名。做视觉和美术的可以接 API 实测出图质感，做工具链的看它和 Model Studio 的集成。","href":"./2026-08-06.html#item-industry-2","url":"https://x.com/alibaba_cloud/status/2084844253340217446","tags":["image_gen","industry"],"entities":["Qwen-Image-3.0-Pro","Qwen-Image-2.0-Pro","Model Studio","Qwen Cloud"],"gist":"阿里云发布Qwen-Image-3.0-Pro文生图模型"},{"id":"2026-08-06-industry-03","date":"2026-08-06","section":"industry","sectionName":"行业与平台","source":"IT之家","title":"京东开源实时流式视频编辑模型 JoyAI-Video-Edit","summary":"京东开源实时流式视频编辑模型 JoyAI-Video-Edit，基于自研 JoyAI-Video，720P 分辨率下实现每秒 30 帧推理，支持任意时长稳定流式编辑，可边播放边修改人物、场景、物体与风格。在 OpenVE-Bench 通用评测中超越 SANA Streaming、LiveEdit 等所有流式编辑方法，全局风格、局部替换、局部删除、字幕编辑任务优势突出。已开源至 HuggingFace 与 GitHub。","recommendation":"720P 下 30 帧/秒推理、支持任意时长边播边改，后期和视觉师可以接开源代码实测，看实时改场景换服装的稳定性。","href":"./2026-08-06.html#item-industry-3","url":"https://www.ithome.com/0/985/793.htm","tags":["video_gen","post_fx","control","cost_open"],"entities":["JoyAI-Video-Edit","JoyAI-Video","SANA Streaming","LiveEdit"],"gist":"京东开源实时流式视频编辑模型"},{"id":"2026-08-06-industry-04","date":"2026-08-06","section":"industry","sectionName":"行业与平台","source":"@JeffDean","title":"Jeff Dean 离职谷歌，与三位联创创办 DiscoLoop AI","summary":"Jeff Dean 在谷歌任职 27 年后宣布离职，明日正式离开。他称谷歌已从 25 人发展到 19 万余人，拥有十三款用户超十亿的产品。他将与 Sanjay Ghemawat、Oriol Vinyals 和 Quoc Le 共同创办 DiscoLoop AI。新公司具体业务方向尚未披露。","recommendation":"AI 圈人事大地震，Jeff Dean 27 年谷歌生涯落幕，新公司方向未明。做 AI 的可以关注后续，但对创作工作流暂无直接影响。","href":"./2026-08-06.html#item-industry-4","url":"https://x.com/JeffDean/status/2085083442669318443","tags":[],"entities":[],"gist":""},{"id":"2026-08-06-industry-05","date":"2026-08-06","section":"industry","sectionName":"行业与平台","source":"@higgsfield_ai","title":"奥斯卡提名摄影师加盟 Higgsfield 电影节评审","summary":"Higgsfield 全球电影节宣布，曾掌镜《极速车王》《当幸福来敲门》《芝加哥七君子审判》的摄影指导 Phedon Papamichael 加入评审团。他是 2 次奥斯卡提名、2 次 BAFTA 提名得主，也是 ASC 成员，将参与首届电影节评审。","recommendation":"《极速车王》摄影指导 Phedon Papamichael 出任 Higgsfield 全球电影节评委，做 AI 影像的可以关注这个赛事的评审口味和获奖标准。","href":"./2026-08-06.html#item-industry-5","url":"https://x.com/higgsfield_ai/status/2085019542972240170","tags":["industry","film"],"entities":["Higgsfield"],"gist":"奥斯卡提名摄影师加盟Higgsfield电影节评审"},{"id":"2026-08-06-industry-06","date":"2026-08-06","section":"industry","sectionName":"行业与平台","source":"@xingsthatmatter","title":"AI 微短剧公司 CEO 谈行业现状：上月超万部全 AI 剧上线","summary":"Sophia Xing（@xingsthatmatter）与 Joey Daoud（@C47）对谈，讨论 AI 剧、混合 AI，以及观众和制片厂如何应对这个讲故事的新时代。对谈提到上月有超 1 万部全 AI 制作的剧集上线，且用户付费意愿高于 Netflix。Sophia Xing 是 AI 微短剧制作公司 CEO，该公司同时销售相关工具。","recommendation":"做 AI 短剧的可以听听头部公司 CEO 怎么判断观众和制片厂的态度，顺带了解全 AI 剧的付费情况。","href":"./2026-08-06.html#item-industry-6","url":"https://x.com/xingsthatmatter/status/2085010716399129050","tags":[],"entities":[],"gist":""},{"id":"2026-08-06-industry-07","date":"2026-08-06","section":"industry","sectionName":"行业与平台","source":"@MiniMax_AI","title":"MiniMax 致谢开源社区首日接入","summary":"MiniMax 官方账号转发员工 RyanLeeMiniMax 的推文，称模型发布首日及前 48 小时属于开源社区，并点名感谢 ComfyUI 等工具的接入。这是对社区生态响应的致谢表态，非新功能发布。","recommendation":"MiniMax 官方转发自家员工推文，感谢开源社区在模型发布首日就接入 ComfyUI 等工具。做工具链整合的可以看看社区生态的响应速度。","href":"./2026-08-06.html#item-industry-7","url":"https://x.com/MiniMax_AI/status/2085138689773215826","tags":["industry","cost_open"],"entities":["MiniMax","ComfyUI"],"gist":"MiniMax致谢开源社区首日接入"},{"id":"2026-08-06-tools-01","date":"2026-08-06","section":"tools","sectionName":"工具与能力","source":"@magnific","title":"Magnific 插件升级：Speak 接入三大剪辑软件","summary":"Magnific 官方宣布插件升级：Speak 功能现已内置于 Premiere、After Effects 和 DaVinci Resolve，支持直接下载 Getty 视频素材，并修复多项性能问题。","recommendation":"做后期和视觉的可以关注，Speak 直接嵌进 Premiere、AE、达芬奇，不用切工具就能用，还接了 Getty 视频素材库，跑一遍看效率提升多少。","href":"./2026-08-06.html#item-tools-1","url":"https://x.com/magnific/status/2084905865665245578","tags":["post_fx","editing","agent"],"entities":["Magnific","Speak","Premiere","After Effects","DaVinci Resolve"],"gist":"Magnific Speak插件接入三大剪辑软件"},{"id":"2026-08-06-methods-01","date":"2026-08-06","section":"methods","sectionName":"方法与经验","source":"Runway","title":"Chime 用 Runway 把 30 万美元广告尾卡压缩到 3 万","summary":"Runway 官方客户案例：Chime 执行制片人 Shayla Love 透露，团队用 Runway 定制工作流，将原本需约 30 万美元、涉及 80 多名真实会员的电视广告尾卡制作压缩至 3 万美元以内，几乎无制作开销。该工作流将质量参差的 UGC 照片转化为稳定、达到电视播出标准的动态画面。团队还计划用 Runway 制作概念故事板，以加速广告审批流程。","recommendation":"Runway 官方客户案例，制片人最该看：80 人实拍尾卡被定制工作流压到 3 万美元内，还计划用 AI 做概念故事板加速审批。做商业广告和品牌片的团队可以直接套这个降本思路。","href":"./2026-08-06.html#item-methods-1","url":"https://runwayml.com/news/customers/chime","tags":["commercial","case_study","video_gen","storyboard"],"entities":["Runway"],"gist":"Chime用Runway压缩广告尾卡成本"},{"id":"2026-08-06-methods-02","date":"2026-08-06","section":"methods","sectionName":"方法与经验","source":"@magnific","title":"Magnific 演示：凭空造品牌并拍出电视广告","summary":"Magnific 官方演示：在 Magnific Space 内凭空虚构一个辣酱品牌，完成品牌命名、瓶身设计和电视广告拍摄全流程，并附教程与 prompt。对视觉师和广告导演来说，这是一套从零到成片的品牌广告工作流参考。","recommendation":"官方演示从零造品牌、设计瓶身到拍出 TVC 的完整流程，附教程和 prompt，做广告和视觉的可以直接抄作业跑一遍。","href":"./2026-08-06.html#item-methods-2","url":"https://x.com/magnific/status/2085030416923410707","tags":["commercial","art_design","tutorial","ideation"],"entities":["Magnific"],"gist":"Magnific演示从零造品牌拍广告"},{"id":"2026-08-06-methods-03","date":"2026-08-06","section":"methods","sectionName":"方法与经验","source":"@magnific","title":"MiniMax H3 FPV 无人机运镜实测：单镜头穿越多场景","summary":"Magnific 官方账号展示 MiniMax H3 的 FPV 无人机运镜能力：单条连续镜头穿越丛林、水下洞穴、水晶洞和浮空遗迹，所有运镜、速度、转场均由 prompt 控制，现已上线 Magnific 平台。","recommendation":"一条连续镜头穿越丛林、水下洞穴、水晶洞和浮空遗迹，运镜、速度、转场全写在 prompt 里。做 AI 短剧和视觉的可以拉片看 H3 的镜头控制上限，想复现的可以直接抄 prompt 思路。","href":"./2026-08-06.html#item-methods-3","url":"https://x.com/magnific/status/2084963311234478503","tags":["video_gen","camera","prompt","short_drama"],"entities":["MiniMax H3","Magnific"],"gist":"MiniMax H3无人机运镜穿越多场景"},{"id":"2026-08-06-methods-04","date":"2026-08-06","section":"methods","sectionName":"方法与经验","source":"@AYi_AInotes","title":"AI 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短剧和编导的可以点开看这条工作流怎么跑通的。","href":"./2026-08-06.html#item-methods-5","url":"https://x.com/CharaspowerAI/status/2084338675715027432","tags":[],"entities":[],"gist":""},{"id":"2026-08-06-methods-06","date":"2026-08-06","section":"methods","sectionName":"方法与经验","source":"@Khazix0918","title":"卡兹克开源「活人感写作.skill」去AI味","summary":"数字生命卡兹克开源「活人感写作.skill」，针对2026年AI写作普遍存在的「AI味」问题，提供一套去除AI腔的写作方法论。该skill面向所有依赖AI生成文字内容的创作者，旨在让AI产出的文字更接近人类自然表达。","recommendation":"做AI短剧和编导的，剧本和旁白最容易一股AI腔，这个skill直接拿来套用，能省不少改稿时间。","href":"./2026-08-06.html#item-methods-6","url":"https://x.com/Khazix0918/status/2084919577562255639","tags":[],"entities":[],"gist":""},{"id":"2026-08-06-methods-07","date":"2026-08-06","section":"methods","sectionName":"方法与经验","source":"@Tono_Ken3","title":"MiniMax-H3 文本编码器量化至 NVFP4，16GB 显卡可跑","summary":"TonoKen3 将 MiniMax-H3 文本编码器重新量化至 NVFP4，体积从 26.4GB 降至 15.7GB，实测峰值占用 9.9GB VRAM，可在单张 16GB 显卡运行，可直接替换官方 Comfy-Org NVFP4 编码器。基于 ethanfel 的 Heretic 权重构建，重新量化前需对 ConvRot 权重反旋转，否则输出与提示无关。","recommendation":"把 26.4GB 的 MiniMax-H3 编码器压到 15.7GB，单张 16GB 显卡就能跑，做本地 ComfyUI 工作流的可以直接替换官方 NVFP4 编码器，省显存还带无审查权重。","href":"./2026-08-06.html#item-methods-7","url":"https://x.com/Tono_Ken3/status/2084534748534415607","tags":[],"entities":[],"gist":""},{"id":"2026-08-06-methods-08","date":"2026-08-06","section":"methods","sectionName":"方法与经验","source":"@Changfuncafe","title":"Seedance 2.5 实测：两段 30 秒长镜头手工剪辑成战斗戏","summary":"创作者 Changfuncafe 用 Seedance 2.5 制作两段各 30 秒的片段，之后手工剪辑，剪掉了动作不自然的部分。目标是复刻《300》式慢动作战斗编排，做一个不间断的长镜头，带速度渐变，场景是温暖的阳光洒在寒冷雪地上。作者表示如需提示词可在评论区留言，之后会分享。","recommendation":"个人实测分享：Seedance 2.5 两段 30 秒长镜头手工剪辑，动作不自然的部分直接剪掉，目标复刻《300》式慢动作战斗编排。做动作戏和长镜头的可以看看这个剪辑思路。","href":"./2026-08-06.html#item-methods-8","url":"https://x.com/Changfuncafe/status/2085005237568372904","tags":[],"entities":[],"gist":""},{"id":"2026-08-06-methods-09","date":"2026-08-06","section":"methods","sectionName":"方法与经验","source":"@gdb","title":"Codex 自动跑广告：剪片发布设预算，付款前停下问人","summary":"OpenAI 联合创始人 Greg Brockman 用 Codex 应用协助运营业务，让 AI 自动完成广告投放全流程：剪辑视频、发布内容、建立受众、设置预算，并在点击付款按钮前停下请求人工许可。他全程在应用内实时观看整个执行过程。","recommendation":"OpenAI 联合创始人 Greg Brockman 用 Codex 跑自家广告，从剪片、发布到设预算全自动，只在付款前停下征求同意。做 AI 制片和工具链整合的可以看看 Agent 在真实商业场景里的自动化边界。","href":"./2026-08-06.html#item-methods-9","url":"https://x.com/gdb/status/2084104354911707518","tags":[],"entities":[],"gist":""},{"id":"2026-08-06-methods-10","date":"2026-08-06","section":"methods","sectionName":"方法与经验","source":"@emollick","title":"Codex 自主开发游戏并接管电脑","summary":"Ethan Mollick 演示 Codex 自主开发游戏：输入一句话需求（玩家扮演水獭，可进入动物形状机甲服），Codex 自动调用 Blender 和 Unity，生成完整游戏素材并接管电脑完成制作。展示了 AI Agent 从需求到成品的全自动开发能力。对创作者来说，这类 Agent 能力可迁移到自动化生成视觉素材、批量处理媒体文件等创作流水线环节。","recommendation":"Ethan Mollick 演示 Codex 自主调用 Blender 和 Unity 做完整游戏，从一句话需求到成品全自动。做 AI 短剧和视觉的可以看看 Agent 自主完成复杂任务的边界在哪。","href":"./2026-08-06.html#item-methods-10","url":"https://x.com/emollick/status/2084459212281962833","tags":[],"entities":[],"gist":""},{"id":"2026-08-06-works-01","date":"2026-08-06","section":"cases","sectionName":"作品与案例","source":"@WonderStudiosX","title":"WonderStudios 用 HappyHorse 1.1 演示一故事多分支","summary":"WonderStudios 发布 AI 短片《One story, a hundred directions》，演示同一故事的多方向分支叙事，使用 HappyHorse 1.1 与 Wan2.7 模型制作，并开放阿里云 Model Studio 与 Qwen Cloud 的 API 接入。","recommendation":"做 AI 短剧和互动叙事的可以点开看，一个故事多方向分支的叙事结构，配合 HappyHorse 1.1 和 Wan2.7 的成片效果，值得拉片拆解分支叙事怎么落地。","href":"./2026-08-06.html#item-cases-1","url":"https://x.com/WonderStudiosX/status/2084957787730096222","tags":["short_drama","video_gen","case_study"],"entities":["HappyHorse 1.1","Wan2.7","Model Studio","Qwen Cloud"],"gist":"WonderStudios演示一故事多分支叙事"},{"id":"2026-08-06-works-02","date":"2026-08-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"B站AI短剧《我的兄弟是女神》兄弟变女生","summary":"B站UP主发布的AI短剧《我的兄弟是女神》，题材为性别互换喜剧，讲述好兄弟变成女生的故事。视频标注含AI生成内容，为个人创作者作品，篇幅为短片。","recommendation":"B站个人创作者的AI短剧，题材是兄弟变女生的性别互换喜剧，做AI短剧的可以拉片看这类轻喜剧题材的叙事节奏和角色一致性处理。","href":"./2026-08-06.html#item-cases-2","url":"https://www.bilibili.com/video/BV1Rc3x6oESG","tags":["short_drama","case_study","consistency"],"entities":[],"gist":"B站AI短剧性别互换喜剧，拉片看叙事与一致性"},{"id":"2026-08-06-works-03","date":"2026-08-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"B站现《功夫2》AI换脸修复版全片","summary":"B 站发布《功夫2》续集全原班人员 4K 修复版，标注为 AI 生成、AI 换脸修复，时长 2 小时 34 分，标题自称全网最清晰，并注明仅作测试用。属于老片 AI 修复与换脸技术的长片级应用案例。","recommendation":"老片 AI 修复+换脸的全片工程，做后期修复的可以拉片看换脸稳定性和 4K 修复效果，但版权风险高，仅作技术参考。","href":"./2026-08-06.html#item-cases-3","url":"https://www.bilibili.com/video/BV1rUuA6zE1U","tags":["post_fx","case_study","film"],"entities":[],"gist":"老片AI换脸修复全片，技术参考但版权风险高"},{"id":"2026-08-06-works-04","date":"2026-08-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"B站UP主让两个AI互相对抗","summary":"B站UP主「数字游牧人」发布视频《强迫两个AI互殴！》，播放量过万。内容为让两个AI进行对抗性对话的娱乐向实验，非完整叙事作品，无公开工作流细节。","recommendation":"标题党玩法，实际是让两个AI对话/对抗的娱乐向内容，对创作工作流参考价值有限，做AI短剧的可以当个脑洞看看。","href":"./2026-08-06.html#item-cases-4","url":"https://www.bilibili.com/video/BV1Lzuw6oE4x","tags":["agent","case_study"],"entities":[],"gist":"两个AI对抗对话的娱乐实验，脑洞参考"},{"id":"2026-08-06-works-05","date":"2026-08-06","section":"cases","sectionName":"作品与案例","source":"B站「AI 短片/短剧/视频」搜索","title":"B站AI短片《你说说这ai怎么取代人类》引热议","summary":"B站作者「有史无终」发布的 AI 短片《你说说这ai怎么取代人类》，时长 12 分钟，播放 14 万，含虚构演绎内容。视频以 AI 能否取代人类为话题切入，评论区有观众误以为画面人物是真人，侧面反映角色写实度较高。","recommendation":"B站个人创作者作品，标题带争议性话题，播放量高但内容偏观点表达，对创作工作流参考价值有限，可当话题风向标看看。","href":"./2026-08-06.html#item-cases-5","url":"https://www.bilibili.com/video/BV1yQGA6EEER","tags":["short_drama","case_study","avatar"],"entities":[],"gist":"AI短片讨论AI取代人类，角色写实度高引热议"}]