This may be America's first known wrongful arrest involving facial recognition

Our Take

Yavis Breaking News revisits the case of Robert Williams, arrested in front of his own family after Detroit police let a facial-recognition match do the thinking a human investigator should have done. It's a story we keep coming back to because it's the clearest proof yet that 'the algorithm flagged it' is not probable cause, it's a liability shield for lazy policing.

Facial recognition and automated license plate readers like Flock's cameras run on the same broken logic: feed a black-box system a low-quality image, get a confident-sounding match, then let cops treat that match as gospel. Williams spent 30 hours in a filthy cell because nobody bothered to double-check a machine's guess. Flock's cameras generate millions of plate reads a day that feed into similarly unaccountable databases, shared across agencies with little oversight and even less transparency about error rates.

Cases like this are why we keep pushing for public accountability before these systems expand any further. Check our camera map to see what's already watching your neighborhood, and visit our take-action page if you want to push back before your city becomes the next headline.