可灵 AI 发布 4.0 版本，单次可生成最长 30 秒视频，支持最多 10 张关键帧图像输入，提示词理解扩展到 8,000 tokens。新版本加入双声道立体声和覆盖德语、英语、日语、韩语、西班牙语等十余种语言的改进口型同步，Omni Reference 单次最多接受 15 个参考素材。
推荐理由：可灵 4.0 的升级集中在参考素材、音频与多语言口型，同时给出与 Wan 3.0、Seedance 2.5 的对比观察。
MiniMax (official)@MiniMax_AIAI 评分1818连兔子都停下来围观。🐰🚀 很高兴看到 @higgsfield_ai 用 MiniMax M3.1 Flash 创作的作品。
MiniMax M3.1 Flash vs Claude Opus 5.5 in cinematic absurdity. Two takes on the impossible, made with Higgsfield.
VAST 开源 Project Eden 系列中的实时生成式渲染器 EdenLive，并同步开放 5B、14B 模型权重、实时流式推理代码、EdenGolem v0.1 与前端工作台。
推荐理由：VAST 开源实时世界模型 EdenLive，读者可了解其状态与渲染分工架构及 5B 模型在单卡上的实时表现。
elvis@omarsar0AI 评分5858
Today we are releasing JST-2, the world's first full-stack physics-native world foundation model. Many world models learn in pixel/video space. We went back to first principles and built the entire model stack in 3D. Generate a 3D scene in seconds and expand it in real time. Create characters with motion built in, all through one general architecture.
Aran Komatsuzaki@arankomatsuzakiAI 评分5858
Turing Post (Ksenia Se)@TheTuringPostAI 评分2525MiniMax (official)@MiniMax_AIAI 评分4040在物理方面，谁拥有最好的开源视频世界模型？💫 又是我，MiniMax H3。几乎与闭源 SOTA 持平。🍾
We gave 8 SoTA video world models a physics exam. Top score: 57.76 / 100. One revealing result: free-fall video passed the consistency screen. Their average composite score was just 26.61/100. Physics is still undefeated. Today we introduce World Models' Last Exam in Physics — 40 controlled tasks, 9 physical categories, measured against real physical laws. Full breakdown ⬇️ Github: https://github.com/Einsia/phys-last-exam Project: https://lab.einsia.ai/phys-last-exam Paper: https://arxiv.org/pdf/2610.08791