Flock camera catches innocent woman - Part 2

Our Take

We haven't verified every detail in Julian Dorey's Episode 454, but the premise alone lands hard: a Flock Safety camera flagged an innocent woman, and that flag apparently triggered real-world consequences for her. This is the nightmare scenario critics of ALPR networks have been warning about for years — not hypothetical hackers or dystopian sci-fi, but a mundane database match gone wrong, treated as probable cause by officers who trust the algorithm more than they verify the facts on the ground.

Flock's pitch to city councils is always about catching the bad guys — stolen cars, Amber Alerts, violent fugitives. What gets glossed over is the error rate baked into any system that reads plates at highway speed and cross-references them against sprawling, often stale databases. When a mismatch happens, it isn't a glitch in a spreadsheet — it's a person getting pulled over, searched, or worse, based on a false positive they have no way to contest in the moment. Dorey's reporting on this case, paired with his broader skepticism about surveillance creep, is worth a watch for anyone who assumes these systems are quietly reliable.

This is exactly why we built the map — so people can see how many of these cameras are already watching their own streets, long before something like this happens to them. If you want to push back on unchecked ALPR deployment in your town, our take-action page has concrete steps to start that fight locally.