Woman Held at Gunpoint TWICE Over a Police Data Error
The short version: A Milwaukee woman was held at gunpoint twice in one week after a Flock ALPR misread or misflagged her plate, showing how algorithmic errors become loaded guns pointed at innocent people.
Our Take
Faithful Citizens Network lays out a story that should terrify anyone who thinks "the computer made a mistake" is a harmless phrase. A Milwaukee woman says she was pulled out of her car at gunpoint not once, but twice in the same week, because a Flock Safety camera flagged her plate as connected to a crime she had nothing to do with. No human caught the error before officers rolled up with guns drawn — twice. That's not a glitch, that's a pattern of blind trust in a black-box system that cops are told to treat as gospel.
This is the part Flock's marketing never shows you: a false positive isn't an abstract data problem, it's a traffic stop where someone's life hangs on whether a dispatcher double-checks a plate number before officers react. These systems are sold as crime-fighting tools, but when the match is wrong, the consequences land on ordinary drivers who did nothing but drive a car that resembles one on a list. Repeat it twice on the same person in a single week and you've got a serious accountability failure, not a one-off fluke.
Thank Faithful Citizens Network for putting a human face on what too many agencies treat as a statistics footnote. If you want to know whether these cameras are watching your own streets, check our camera map, and if you think your town shouldn't be gambling with gun-drawn stops over database errors, head to our take-action page to push back.
This is DeFlock The USA’s original commentary. The video above is the work of Faithful Citizens Network, published on YouTube — full credit to the creator.