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Dyna-2: General Purpose Physical Agents with Hour-Long Autonomy — Jason Ma, Dyna Robotics
Hour-long autonomy in robotics is the milestone where agents stop being demos and start being useful. Dyna's bet on world models is the right technical direction for tasks that require continuous state management. If you're thinking about robotics, this signals that the scaling path is clearer now.