GoKawiilWIRED analysis shows Flock Safety's AI camera search can flag people by description, not just license plates
WIRED obtained and analyzed Flock Safety's police surveillance software, revealing tools that let officers set up automated, ongoing searches across camera networks for people matching a written description, not just vehicle plates. The company added safeguards in August—shorter data retention, mandatory case codes, and automated audits—after facing canceled contracts, congressional scrutiny, and a finding that Illinois camera data reached federal immigration agents in violation of state law.
GoKawiil's interpretation of the reporting above, not reported fact.
The investigation found these new guardrails can log misuse after the fact but cannot actually prevent an officer from running an improper search in the moment. Experts warn that Flock's AI is making judgment calls about matching people to descriptions at a scale no screening technology handles reliably, and outsiders have no way to audit its error rate or bias. That leaves police departments relying on a system whose accuracy and fairness can't be independently verified, even as it expands surveillance beyond license plate tracking.
- Flock's software now supports AI watchlists that continuously scan camera feeds for people matching written descriptions.
- New safeguards like case codes and audits record misuse but don't block searches from happening in real time.
- Independent experts say the accuracy of Flock's AI matching can't be verified, raising concerns about unchecked surveillance power.
Means of Control" by Byron Tau (book) — If WIRED's look inside Flock's police search tools left you curious about how surveillance data flows between private companies and law enforcement, this book digs into exactly that pipeline. Byron Tau's reporting traces how everyday data becomes a tool of state monitoring — useful context for anyone following the fights over camera networks in their own city.
See Means of Control" by Byron Tau (book) on Amazon → Affiliate link — we may earn a commission on purchases, at no extra cost to you. Product picked by AI based on this article; it is not a tested recommendation.Source: wired.com — Dell Cameron, 2026-09-03
Published there as: “This Is Flock’s AI Search Tool for Cops”
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