The terrifying truth about police license plate readers

Our Take

Ajones Media walks through bodycam footage of a traffic stop triggered by a bad Flock hit, and it's worth watching because it puts a face on something we talk about constantly: these systems are not infallible, and the consequences of their mistakes land on real people in real time, often with guns drawn. A misread plate isn't an abstract technical hiccup — it's an officer approaching a car assuming the driver is a violent felon or a stolen-vehicle suspect, based on an algorithm's guess.

What this video captures well is the gap between how Flock and similar ALPR vendors market their tech — fast, accurate, a force multiplier for public safety — and how it actually behaves on the street when a misread meets an officer trained to treat every alert as gospel. There's no meaningful accountability loop when the system gets it wrong, and the burden of that error falls entirely on the person in the car, not the company selling the camera network or the department that deployed it without independent verification protocols.

This is exactly why we track where these cameras are going up nationwide — check our map to see what's near you — and why we push people toward concrete steps to push back at the local level. Credit to Ajones Media for putting the bodycam footage front and center instead of just repeating the sales pitch; if you want to do something with the anger this video stirs up, our take-action page is a good next stop.