A Flock Camera Mistake Put an Innocent Man in a Police Dog's Jaws
The short version: Full Armour Media Group spotlights Roseville, CA records showing Flock's plate-reading alerts were wrong 71% of the time — and one error led to a police dog mauling an innocent driver.
Our Take
Flock Safety sells its ALPR network on the promise of near-perfect accuracy, but the numbers coming out of Roseville, California tell a different story. As Full Armour Media Group lays out, citing Business Insider's reporting, a 71% misread rate on flagged alerts isn't a rounding error — it's a system that's wrong more often than it's right when it matters most: sending armed officers after someone's car. When that error chain ends with a police K9 tearing into an innocent man, "glitch" stops being an adequate word.
This is the core problem with treating algorithmic hits as probable cause. Officers are trained to trust the alert, not to double-check the plate against the actual vehicle in front of them, and departments rarely audit false-positive rates until a lawsuit or a journalist forces the issue. Roseville's numbers didn't surface because Flock volunteered them — they came out because someone went looking. That should tell you everything about how much self-policing is happening elsewhere.
Credit to Full Armour Media Group for putting receipts behind a story Flock would rather you not think too hard about. If there's a camera reading plates in your town, you deserve to know it's there and how it's being used — check our camera map to see what's nearby, and visit our take-action page if you want to push back on your local department's contract.
This is DeFlock The USA’s original commentary. The video above is the work of Full Armour Media Group, published on YouTube — full credit to the creator.