Flock Cameras and Facial Recognition Are Out of Control

Our Take

Noble Socials Co. is spotlighting a pattern we've been tracking for a while: cops leaning on an algorithm's "85 percent match" instead of doing the legwork that used to define real police work. When a machine flags someone and an officer treats that number like a confession, the result is what the video describes — people sitting in jail for weeks with no bond, dragged across state lines, before anyone bothers to check an alibi that was sitting right there the whole time.

This isn't a story about one bad algorithm. It's a story about what happens when departments outsource judgment to systems that were never designed to be courtroom-grade evidence, and then face zero consequences when those systems fail. Flock's ALPR network normalizes this same posture — trust the tech, skip the verification, let the false positives become someone else's problem. The scary part is how quietly it scales: once a network like this is running in your town, nobody outside the department even knows how often it's wrong.

If you want to see how far this has already spread, check our camera map to find out what's watching your streets, and hit take action for concrete steps to push back before your city becomes the next cautionary case study.