👁️AI Surveillance Nightmare: Flock Cameras Wrongly Accuse Innocent Woman—Is Anyone Safe? #police

Our Take

Credit to World Society News for putting a human face on what we keep warning about: these systems are marketed as infallible crime-fighting tools, but they're really probabilistic guesses dressed up as evidence. When a Flock camera flags a plate or vehicle and an officer treats that flag as probable cause without double-checking, the burden of proof quietly shifts onto the innocent person to disprove the algorithm—using their own home security footage, in this case, because the system that accused her wasn't required to show its work.

That's the part that should worry everyone, not just the people directly swept up. Once a network of cameras is logging every plate that passes, false positives aren't a bug you can patch away—they're a built-in cost of running dragnet surveillance at scale. The question isn't whether mistakes happen, it's who pays for them, and right now it's regular people who have to prove a negative to cops holding an algorithm's word as gospel.

If you want to see how far this camera network already reaches in your own area, check our map, and if you think your city council should be asking harder questions before renewing a Flock contract, our take-action page has steps to make your voice heard.