AI Facial Recognition: Innocent Arrests & Police Misuse #shorts
The short version: A short from Dave Linthicum on Porcha Woodruff's wrongful arrest is a reminder that 'trust the algorithm' policing fails real people, and ALPR networks run on the same blind faith.
Our Take
Credit to Dave Linthicum for keeping the Porcha Woodruff case in public view. An eight-months-pregnant woman arrested in front of her kids because a facial recognition match told officers she was good enough — that's not an edge case, it's the predictable output of departments treating algorithmic suggestions as probable cause. The tech doesn't get fired when it's wrong. People do get handcuffed.
We cover ALPRs, not face recognition, but the pattern is identical. Flock's cameras log your plate, your location, your routine, and hand it to police and often other agencies with minimal oversight, no warrant, and plenty of confidence in a system nobody outside the company can fully audit. Swap 'face match' for 'plate match' or 'vehicle of interest' and you get the same story: a machine asserts certainty, a human stops asking questions, and the person on the other end eats the consequences.
Wrongful arrests like Woodruff's are what happens when surveillance infrastructure outpaces accountability. See how far that infrastructure has already spread near you on our camera map, and if you want to push back on unchecked ALPR deployment in your town, our take-action page has concrete steps.
This is DeFlock The USA’s original commentary. The video above is the work of Dave Linthicum Is Not AI, published on YouTube — full credit to the creator.