AI Facial Recognition: Wrongful Arrests & Flawed Policing #shorts

Our Take

Dave Linthicum's short revisits the case of Porcha Woodruff, arrested eight months pregnant after facial recognition software fingered her for a carjacking she had nothing to do with. It's a brutal, concise reminder that "AI-assisted" policing is still just policing — with all the human error, overconfidence, and rubber-stamping that implies. A machine spits out a probability match, and somewhere down the line an officer treats it like a confession.

What makes this story land is how ordinary the failure was. No hacking, no conspiracy — just a department trusting an algorithm more than it should have, and a woman paying for that trust with handcuffs, a jail cell, and trauma she didn't choose. Facial recognition and ALPR systems like Flock's get sold to city councils as neutral, infallible tools. They are neither. They're probabilistic guesses dressed up in the authority of a badge, and the burden of their mistakes falls on real people, disproportionately Black Americans who already have reason to distrust being misidentified by these systems.

This is exactly why we track where these networks are deployed and push for guardrails before the next wrongful arrest happens. Check our camera map to see what's watching your neighborhood, and visit our take-action page if you want to push back on unchecked surveillance tech in your city. Credit to Dave Linthicum for keeping this case in the public eye.