Flock camera catches innocent woman - Part 1

Our Take

Julian Dorey's new episode on The Julian Files digs into a case where a Flock Safety camera reportedly misread or mismatched a plate and funneled an innocent woman into a police stop. We don't have the full transcript, but the broad strokes line up with what we've tracked for a while: these networks are marketed as precision tools, yet they run on pattern-matching algorithms and human review that both fail in predictable ways. When that failure happens at 2 a.m. with guns drawn, 'false positive' stops being an abstract statistics problem.

This is exactly why we keep pushing people to look past the sales pitch. Flock's pitch is clean hit rates and solved cases, but the flip side is innocent drivers getting treated as suspects because a camera, a database, or an officer's quick glance got it wrong. There's no meaningful public audit trail most of the time, no simple way for a flagged driver to find out why they were stopped, and often no consequence for the agency when the system errs. Credit to Dorey for giving this story room to breathe instead of burying it as a one-line caveat in a broader surveillance roundup.

If you want to know whether this is happening in your own neighborhood, check our camera map to see where Flock has already been deployed, and if you think it's time your city council actually debated this instead of rubber-stamping a vendor contract, our take-action page has concrete next steps.