Flock Camera Falsely Flags Stolen Vehicle 😳

Our Take

Credit to DiventionTechnologies for digging into a case where a Flock Safety camera reportedly flagged an innocent driver's vehicle as stolen. This is exactly the kind of story we need more of — not just marketing claims from Flock about clearance rates, but real scrutiny of what happens when the hotlist match is wrong. A misread plate character, a stale "stolen" entry that was never cleared from the database, or simple OCR error can turn an ordinary commute into a felony stop with guns drawn. That's not a hypothetical risk; it's a pattern showing up across the country as these systems scale into thousands of jurisdictions.

The deeper issue is that ALPR hits function as actionable intelligence for officers in the field, often with little time to second-guess the system before approaching a vehicle. When the technology is wrong, the consequences land on an actual person sitting in traffic, not on a quarterly earnings call. Police departments adopt these networks promising accountability and safety, but when the accuracy fails, the burden of that failure is almost never traced back to the vendor or the policy that put a camera on every corner in the first place.

Mistakes like this are a reminder that we're all being logged by cameras we never voted to install and can't see the error rates for. If you want to know what's watching your own routes, check our camera map, and if you think your city shouldn't be running this experiment on its residents, our take-action page has concrete steps for pushing back.