Yusaku Fujii, a professor at Gunma University in Japan, has designed audits and penalties to stop operators from misusing AI that analyzes street camera footage. His system adds an independent record-keeper and unannounced spot checks to the AI’s outputs. Fujii’s test setting is what he calls a Fully Monitored Public Space (FMPS): streets where cameras are dense enough to follow people and vehicles continuously.

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