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When your LLM plan moves a robot, clamp every command first

This story is from 2026-10-08. It is preserved in the archive; the latest stories are on the live feed.

A bad completion in chat is annoying. A bad completion on a robot arm can cause a collision. Physical AI closes the loop with the real world: sensor input in, actions out, and mistakes land in a room rather than a chat window. That shift is why I'd treat the model as a planner, not as the final aut…

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  1. 2026-10-08 14:30 · DEV Community — AI
    When your LLM plan moves a robot, clamp every command first

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