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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

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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
Replacing an end of life camera estate at a US vehicle proving ground: survey before you buy, two fiber strands per pole, an N+1 open source recorder, one Apache 2.0 detector, and no per camera license.

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