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AIMarkTechPost · 34d ago

Ant Group’s Robbyant Unveils LingBot-VA 2.0: A Causal Video-Action Model Built Natively for Physical AI

LingBot-VA 2.0 is a video-action model built natively for physical AI that predicts future states before execution and operates at 225 Hz asynchronous control. The model uses Foresight Reasoning to anticipate outcomes and re-grounds on real observations rather than being fine-tuned from a video generator.

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