Flock Camera Horror Stories Misread Plates & Wrongful Arrests
The short version: David Shestokas catalogs real Flock ALPR misreads that led to guns drawn and handcuffs on innocent drivers, exposing how a single misread character can upend a life.
Our Take
David Shestokas's rundown of Flock Safety horror stories isn't hypothetical — it's a pattern. A single misread character on a license plate turned Steven Melvin's routine drive into a gun-to-the-head traffic stop. A father got cuffed in his own driveway because a ping tied his car to his son's warrant. These aren't edge cases anymore; they're the predictable output of a system that treats a computer's best guess as probable cause.
What makes this worse is the design, not just the bugs. Flock's whole pitch rests on blanket, suspicionless scanning of every plate that passes a camera, then trusting officers to treat an algorithm's hunch as gospel in the heat of a stop. When that hunch is wrong — and OCR errors, stale hotlists, and database lag guarantee it will be — the person eating the consequences is you, standing on the side of the road with a rifle pointed at your windshield for a crime you didn't commit.
This is exactly why we track where these cameras are going up. Check our map to see what's watching your town, and hit take action if you want to push back before your plate becomes the next 'misread.'
This is DeFlock The USA’s original commentary. The video above is the work of Constitutional Sound Bites by David Shestokas, published on YouTube — full credit to the creator.