Could a computer error send you to jail?

Our Take

Elite Drive Mindset's latest video walks through a scenario that's become depressingly familiar to anyone tracking automated license plate readers: a database hiccup, a stolen-plate flag that's weeks or months stale, and suddenly a driver is looking down the barrel of a felony stop for doing absolutely nothing wrong. The video doesn't need to dramatize much — the reality of how these systems misfire is dramatic enough on its own.

What makes this worth watching isn't just the individual horror story, it's the structural problem underneath it. Flock Safety and similar ALPR networks are marketed as infallible crime-fighting tools, but they're built on messy data, delayed updates, and algorithms that treat a hit as probable cause first and verify later. When the "computer" is wrong, the consequences land on real people at gunpoint, not on the software vendor who sold the false sense of certainty.

This is exactly why we track where these cameras are going up — because a system this error-prone shouldn't be expanding into every neighborhood without scrutiny. Check our map to see what's watching your streets, and visit take action if you want to push back on unchecked ALPR deployment in your town.