Opinion

A humanoid robot reaching toward a metal bracket clamped on a fixture, with a blue CAD wireframe and green and red measurement crosshairs overlaid on the part, and the stages SENSE, UNDERSTAND, ACT, VERIFY, CORRECT running along the bottom with VERIFY highlighted in red.

Physical AI Needs a Fourth Verb

Physical AI perceives, reasons and acts. On a production floor that is one verb short: every part also has to be verified against its specification.

Shai NewmanOct 19, 20263 min read

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