Galbot lets robots learn from human video
Galbot, Peking University, CASIA and Tsinghua propose WAM-TTT, a deployment-time method that adapts robot behavior from ordinary first-person human videos without retraining the base world-action model.
12 verified stories covering World models, product updates and industry developments.
Galbot, Peking University, CASIA and Tsinghua propose WAM-TTT, a deployment-time method that adapts robot behavior from ordinary first-person human videos without retraining the base world-action model.
Dexmal DW0.5 moves robot post-training into a learned virtual trial field. The piece reviews the verified facts and why the signal matters beyond one announcement.
Being-M0.7 uses human-centered data to train humanoid motion. The piece reviews the verified facts and why the signal matters beyond one announcement.
PixVerse extends Series C funding while pushing AI video toward interactive games. The piece reviews the verified facts and why the signal matters beyond one announcement.
MoWorld runs a 50 FPS world model on Chinese NPUs is reframed for global technology readers, preserving the key numbers, claims and open questions.
Alibaba’s Qwen team introduced Qwen-AgentWorld, a language world model that predicts how environments respond to agent actions.
Mirage stores latent scene features instead of rendered point clouds, making video world-model generation faster and lighter while improving consistency.
Beijing-based Vast wants Project Eden to move AI 3D generation from single assets to shared, persistent virtual worlds.
Reactor, a stealth startup founded by ex-Apple engineers, has raised $59 million in Series A funding to build a real-time world model platform that generates interactive video with near-zero latency.
DeepMind connects 280 billion Street View images to Genie, making real places walkable as stylized 720p worlds for Ultra users.
Decart announced a $300 million funding round at a $4 billion valuation, with participation from Nvidia and angel investor Andrej Karpathy.
Runway, once known as an AI video startup, is now valued at $5.3 billion and pivoting to world models that understand physics from video data.