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Why Physical AI Is the Next Frontier | Applied Intuition

The a16z Show

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Closed Loop Reinforcement Learning Is Driving Autonomy

  • The autonomy development loop moved from imitation learning to closed-loop end-to-end reinforcement learning that finds failure modes and creates targeted (often synthetic) data to fix them.
  • Qasar Younis says this loop will increasingly close with less human intervention over time.
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