City Sued for Bad Facial Recognition Technology Arrests

Our Take

Attorney and YouTuber Steve Lehto lays out what happens when police departments treat facial recognition as gospel instead of a lead that needs real corroboration: innocent people get handcuffed, jailed, and sometimes never fully cleared. Detroit has now racked up multiple lawsuits over this, and Lehto's point that it's "happening elsewhere" is the part that should worry you most. These systems are being rolled out nationwide with little transparency about accuracy rates, training data, or how officers are supposed to verify a match before making an arrest.

This is the same pattern we track with license plate readers. Flock Safety and similar vendors sell certainty they can't back up, and departments buy in without independent audits or public debate. A bad facial recognition hit gets someone arrested; a bad ALPR match gets someone pulled over at gunpoint for driving a car that merely looks like one flagged in a database. Different tech, same failure mode: outsourcing judgment to a black box and letting the person on the wrong end absorb the risk.

Lawsuits are a slow, after-the-fact fix. The better move is stopping blind faith in these tools before they wreck someone's life, which means knowing what's already deployed in your area. Check our camera map to see nearby ALPR coverage, and if you want to push back on unchecked surveillance tech in your city, our take-action page has concrete next steps.