This Cop Used AI Cameras To Stalk A Woman Who Rejected Him

Our Take

Every time Flock Safety and police departments sell these networks to the public, the pitch is the same: trust us, only trained officers with legitimate reasons will ever touch this data. The case laid out by YouTuber OhDangReally is a stark reminder of how thin that promise really is. A Monroe County Sheriff's deputy allegedly turned state law enforcement databases and AI-powered license plate readers into personal stalking tools after a woman turned down his advances. No warrant, no court order, no oversight — just a badge and access to a camera network that quietly logs where every car goes.

This isn't a hypothetical "what if the system gets hacked" scenario. It's the system working exactly as designed, just pointed at the wrong target. ALPR networks don't ask why an officer is running a plate. They don't flag a pattern of searches tied to one private citizen instead of an active case. The audit trails that are supposed to catch this kind of abuse only matter if someone actually reviews them — and in most jurisdictions, nobody does until a victim files a complaint or a journalist starts asking questions.

Flock and similar vendors love to frame these cases as "bad apples," but the real issue is architectural: a surveillance net blanketing entire counties with almost no technical barrier between routine policing and personal vendettas. If you want to see how dense this coverage has gotten near you, check our camera map, and if you think your city council should be asking harder questions before approving more of these systems, our take-action page has tools to help you push back. Credit to OhDangReally for surfacing this case and putting a name to what too often stays buried in internal affairs files.