PixVerse 插件让你的 AI 智能体根据文字简述生成动态图形。 描述视觉元素、它们该如何运动,以及你想要的时间节奏。
#视频
PixVerse@PixVerseAI 评分4141
Hacker News:AI 热帖精选AI 评分8282 亚利桑那上诉法院因法官采信死者 AI 视频撤销凶手量刑
亚利桑那上诉法院撤销一起路怒枪击案的 10 年半量刑,理由是法官在量刑时采信了受害者 AI 生成视频构成根本性错误。
推荐理由:上诉法院的裁决说明 AI 生成的受害者影像在量刑中会被视为根本性错误,对 AI 内容在司法中的边界有参考价值。
Hacker News:AI 热帖AI 评分7070 亚利桑那州上诉法院裁定法庭播放被害人 AI 视频不当,路怒杀人案被告须重新量刑
亚利桑那州上诉法院裁定,杀人案被告 Gabriel Paul Horcasitas 量刑时法庭播放的被害人 AI 生成视频使用不当,须重新量刑。被告 2021 年枪杀 Christopher Pelkey,被判 10 年监禁;被害人家人用其录音、视频和照片制作 AI 视频在法庭播放。法院称该视频呈现的是被害人姐姐想象中的被害人和他的想法,越过了界线。
Tripo@tripoaiAI 评分4646很高兴看到像 @justinryanio 这样的创作者在体验我们全新的动画功能!从文本到动作,只需几秒。你试过多阶段动作了吗?
引用Justin Ryan@justinryanioTripo3D just launched some great new animation features. Text to Motion turns a written prompt into a 1 to 10 second character animation. Multi stage Motion lets you combine up to five motion segments into a longer sequence. There’s also improved character rigging with hand bone support and skeleton presets for Unreal Engine, Unity, Mixamo, VRM, and ActorCore.
Rohan Paul@rohanpaul_aiAI 评分6767Ben Affleck 讲述他 2022 年创办的电影 AI 公司 InterPositive 的起源,Netflix 于 2026 年 3 月以 5.87 亿美元现金收购该公司。
引用Rohan Paul@rohanpaul_aiBen Affleck (Hollywood star & Artists Equity CEO) talks about how he fine-tunes open video models by unfreezing weights and trained only the last cinematic layer so a film crew can hit real production standards. for context, Ben Affleck founded InterPositive in 2022, a 16-person AI shop for film post and Netflix bought it in March 2026 for $587 mn in cash. He needed that model because public video models were trained on his peers' films, and he did not think that was a real business. So InterPositive raised money, shot its own dataset for 8 months on a controlled stage, and used it only as late-stage training. Each new film then trains a private model on its own dailies, so the production keeps the footage and the learning. That is the product Netflix paid $587 million for. ---- From "Bloomberg Live" YouTube channel, (link in comment)
Rohan Paul@rohanpaul_aiAI 评分6868
引用Rohan Paul@rohanpaul_aiBen Affleck (Hollywood star & Artists Equity CEO) talks about how he fine-tunes open video models by unfreezing weights and trained only the last cinematic layer so a film crew can hit real production standards. for context, Ben Affleck founded InterPositive in 2022, a 16-person AI shop for film post and Netflix bought it in March 2026 for $587 mn in cash. He needed that model because public video models were trained on his peers' films, and he did not think that was a real business. So InterPositive raised money, shot its own dataset for 8 months on a controlled stage, and used it only as late-stage training. Each new film then trains a private model on its own dailies, so the production keeps the footage and the learning. That is the product Netflix paid $587 million for. ---- From "Bloomberg Live" YouTube channel, (link in comment)
公众号:可灵AIAI 评分5555 可灵超级创作者实测 Kling 4.0:30秒打戏、运镜稳定性与一致性表现
可灵AI公众号发布超级创作者、奥美资深创意总监盛健松对 Kling 4.0 内测版的实测。Kling 4.0 已开启内测,将于10月正式发布,支持最长30秒原生视频生成、主体与场景资产调用、声音延续、动作迁移,并提升复杂运镜稳定性、长提示词理解和跨镜头一致性。
Manus:Blog精选AI 评分7272 Manus 分享视频生成与时间线编辑工作流
Manus 分享使用既有视频能力的创作经验:先由 AI 搜索参考、制作镜头与代码视觉元素,再在 Manus Studio 的视频编辑器中逐轨调整画面、字幕、配乐和音效。教程还演示导入本地素材、自动转录与编排初剪,以及将长视频剪成短片;作者以 125 段旅行素材整理成约 11 分钟成片为例,说明如何把生成初稿继续打磨为可发布作品。
推荐理由:作者结合真实项目,介绍从导入素材、转录和编排初剪,到逐轨调整字幕、画面与音频的工作流,读者可将这些方法用于自己的视频制作。
Rohan Paul@rohanpaul_aiAI 评分7070Ben Affleck(好莱坞影星、Artists Equity CEO)介绍其微调开源视频模型的方法:解冻权重、只训练最后的电影层,让摄制组达到真实制作标准。

Rohan Paul@rohanpaul_aiAI 评分6262


引用Tavus@tavusIntroducing Griffin, the first model to pass the video Turing test. 48% of people who talked to it live thought it was a real human. Previous systems have had a pass rate <3%. It is #1 on NVIDIA's benchmark for full-duplex AI video. It’s the first Human Interaction Model (HIM).
The Decoder:AI NewsAI 评分5757 Tavus 发布 Griffin 人机交互模型,48% 参与者在 1 分钟视频通话中误认为真人
Tavus 发布 Griffin,公司称之为首个 Human Interaction Model(HIM),可实时处理语音、表情、语调、手势和停顿并收发视频。
Aravind Srinivas@AravSrinivasAI 评分4848Computer 里的 Seedance 对营销和品牌团队来说相当惊艳!
引用Computer@AskPerplexityGenerate a commercial or brand video for your small business with Seedance 2.5 in Perplexity Computer. This commercial was created entirely inside Computer, including the brand look, product mockups, and full video edit.
PixVerse@PixVerseAI 评分5151PixVerse 推出 ChatGPT 插件,添加后输入 pixverse cinematic story 并描述故事、氛围或风格,即可生成电影感短片。插件会自动处理镜头、画面和节奏。

Arena.ai@arenaAI 评分5252引用vivago.ai (HiDream)@vivago_aiNew HiDream models just landed in vivago R1 Studio 🚀 Introducing: • HiDream-O1 Image 2.0 • HiDream-O1 Editing 1.5 • HiDream-O1 Video All three models are now available in vivago R1 Studio - bringing the latest HiDream image generation, editing, and video capabilities directly into your creative workflow. New models. New possibilities. Go make something the internet can’t ignore. 🔥
OpenRouter@OpenRouterAI 评分5151
OpenRouter@OpenRouterAI 评分42422/ 定价为每个渲染秒 $0.02 起,10 月前享 50% 折扣即 $0.01。图像和音频参考免费。 https://openrouter.ai/heygen/heygen-video-1
OpenRouter@OpenRouterAI 评分47473/ 一个模型覆盖文生视频(T2V)、图生视频(I2V)和参考生视频(Ref2V)。可以从提示词、首帧,或你自己的图像、视频和音频参考出发,并在提示词中逐一指向它们。
OpenRouter@OpenRouterAI 评分5050
fal@falAI 评分4242引用tong@tong0xRIP prompting. 2023–2026. Introducing Ava Studio: your AI content team. Drop in your website, and it researches, scripts, and produces on-brand videos you can edit or ship. RT + comment your website. We’ll build your first video campaign for free.
MiniMax (official)@MiniMax_AIAI 评分5555引用HeyGen@HeyGenWe're releasing HeyGen Video, built for businesses that need production-quality video without production-level costs. Pricing starts at $0.01/s through October (50% off) Built on @Minimax_AI H3, post-trained by HeyGen. Learn more: https://developers.heygen.com/heygen-video-1.0-catalog
MiniMax (official)@MiniMax_AIAI 评分4444引用Creatify Labs@Creatify_LabsIntroducing Boreal-H3 — a video model built for ads and our next step toward recursive self-improvement in video generation. A good-looking video isn’t enough. The product has to stay the same. The actor has to stay the same. The label has to be right. And the action in the brief actually has to happen. So we post-trained MiniMax H3 specifically for advertising. But this isn’t a one-off SFT or LoRA fine-tune. We built a closed-loop system that learns what to improve next. Human-calibrated evaluation diagnoses failures and guides the next intervention: targeted data collection, reinforcement learning, or inference optimization. When the feedback is unreliable, we revise the evaluator or reward—not just the generator. Every experiment feeds into shared memory, informing the next training decision. The model improves, and so does the process that produces its successor. The results: → 85.3% reference fidelity — highest among the frontier video generation models we evaluated → Brief success: 28% → 50% → Identity match: 83% → 94% → Visible defects per clip: down 70% → Generation time and estimated cost: down 20% Boreal-H3 doesn’t just make better-looking video. It makes more usable ads. Credit to the @MiniMax_AI team for the foundation we’re building on. This launch is a checkpoint, not the finish line. We’re building more than a better video model. We’re building a system that learns how to make the next one better.
Artificial Analysis@ArtificialAnlysAI 评分5353
Rohan Paul@rohanpaul_aiAI 评分5555引用Vivix.AI@VivixLabs_HQCreate your own character. Call the shots. Live. Introducing A1 Playground + Agent: build a live AI character that talks, moves, and plays with you. Create yours: https://platform.vivix.ai/vivix-a1-model/ Their look. Their personality. Their voice. Your choice. Describe who you have in mind, upload a picture, and let our Agent bring them to life. And they do a lot more than talk. 💃 Full-body performance. From air guitar to victory dances. 🚶 Move around the scene. Walk and talk. Pace while making a point. 🛍️ Interact with objects. Pick up products, show them off, and pitch them. 🎮 Play web games together. Deal cards, keep score, and play along. Solve a mystery with Sherlock Holmes, then interrupt him for a dance break. Take a walk with Socrates. Hand him a protein shake and debate the meaning of gains. Give Snape a bottle of shampoo. Ask for the most enthusiastic sales pitch of his life. Who will you bring to life?
Google Developers BlogAI 评分4343 Google 如何在 TPU 上加速视频扩散模型的时空注意力
Google 在 TPU 上通过稀疏注意力内核优化加速视频扩散模型推理,将理论稀疏性转化为端到端实际加速。
PixVerse@PixVerseAI 评分4444用 PixVerse 插件把你的音乐变成 MV 或音乐可视化 告诉你的 AI 智能体你想要的情绪、风格和视觉效果 让它用 PixVerse 把想法呈现在屏幕上

IT之家·人工智能AI 评分5555 快手高管调整:程一笑兼任社区科学线负责人,于越转任可灵 AI CEO
快手发布公告宣布高管分工调整,创始人兼首席执行官程一笑兼任社区科学线负责人,原负责人于越转任可灵 AI 公司董事兼首席执行官。程一笑在全员信中表示可灵始终是快手 AI 战略的核心布局。