Morning Edition · Tuesday, September 29, 2026Published at 2:12 AM EDT · New York
A vision-language model proposes trajectories, a second model judges them from simulated video, and Monte Carlo tree search picks the plan sent to the physical arm.
Sakana AI and the University of Tokyo have published SAIL, a test-time scaling method for in-context imitation learning. The system gives a vision-language model a few successful demonstrations, has it generate a full robot trajectory, runs…
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Robotics Foundation Models for Embodied AI
Over the coming months, labs ship general-purpose robotics model suites that bridge vision-language understanding to physical navigation and manipulation, pushing foundation models into embodied action.
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