Police Trade Mugshots For Free Facial Recognition Access

Our Take

Credit to The Lab Tech Show (@IAMTALLBOY) for surfacing a deal that deserves way more scrutiny than a quick mention in a tech news roundup: police departments reportedly handing over mugshot databases to facial recognition vendors in exchange for free access to the software. That's not a neutral transaction. Mugshots are the training fuel that makes these systems more accurate, and every department that opts in is effectively donating the faces of their community — including people who were arrested but never convicted — to build a private company's commercial product.

This is the same pattern we track with Flock Safety and ALPR networks: law enforcement gets a shiny free or cheap tool, and in return the vendor gets a data pipeline with almost no public oversight, no court order required, and little transparency about who else gets to query it. 'Free' is doing a lot of work in these pitches. Someone is always paying, and it's rarely the department writing the check.

If your local police are quietly signing up for facial recognition trials or expanding camera partnerships, it's worth finding out before it's a done deal. Check our map to see what's already deployed near you, and use our take-action resources to push for public records requests and council hearings before these data-sharing arrangements become permanent infrastructure.