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wired ai · September 3, 2026

Flock's AI search tool for police raises accuracy and bias concerns

flock safety's ai search tool helps police find people on camera using written descriptions, but experts warn of accuracy and bias issues. this affects police accountability and public trust.

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flock safety's ai search tool allows police to cordon off areas and run continuous searches for individuals matching written descriptions. experts warn that the system's accuracy and bias are significant concerns, as it makes decisions about which descriptions to allow without transparent standards. the system's guardrails may discourage some abusive uses but will not stop them. critics argue that the company's approach to sensitive categories, such as political and cultural expression, is particularly problematic. this raises questions about police accountability, public trust in ai-powered surveillance, and the potential for misuse.

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