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“Before a robot executes an action, verify if the imagined future is geometrically consistent. A broken future means a broken action.” — Zesen Zhao, University of Michigan #GeometricReasoning #WorldActionModel
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#robot WAM WorldActionModel
Dr. Jim Fan says “VLA is dead” and that World Action Models will become the new paradigm for robotics. Predicting the next world state, fine-tuning actions, then RL for refinement. Sounds increasingly similar to how LLMs evolved. Do you think the future of robotics will be driven more by world models or teleoperation data?
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