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System design for physical AI: a camera count is not coverage, so prove it pole by pole on a vehicle proving ground

This story is from 2026-10-22. It is preserved in the archive; the latest stories are on the live feed.

This is the engineering summary of an open reference architecture. The paper, its object model as JSON and the model register are free to reuse under CC BY 4.0: https://codeatoms.ai/test-site-camera-monitoring-us/ . The operator is described by class, never by name. A vehicle proving ground in the…

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  1. 2026-10-22 02:41 · DEV Community — AI
    System design for physical AI: a camera count is not coverage, so prove it pole by pole on a vehicle proving ground

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