Flock cameras wrongly flag plates as stolen, lead to MN police stop
The short version: WCCO reports a Flock ALPR misread a Minnesota plate as stolen, triggering a wrongful police stop — a textbook case of automated suspicion with real human stakes.
Our Take
Credit to WCCO - CBS Minnesota for surfacing this one, because it's exactly the kind of story Flock Safety doesn't want making the local news: a misread plate, a 'stolen vehicle' alert nobody double-checked carefully enough, and a Plymouth man suddenly staring down police lights for doing nothing wrong. The company likes to talk about its hit rate like it's a settled science. It isn't. Optical character recognition fails on dirty plates, odd angles, glare, and partial matches — and when that failure gets treated as probable cause, the person behind the wheel pays the price, not the vendor who sold the system.
This is the gap between the sales pitch and the street reality. These cameras are marketed as neutral, infallible tools, but they're pattern-matching software bolted to a database, and software errors. When an officer trusts the alert over their own eyes, a false positive turns into a felony stop in seconds. No warrant, no human judgment layer that actually catches the mistake before guns come out — just a camera's guess treated as fact.
Minnesota residents deserve to know how many of these cameras are watching their daily commute and how often they're wrong. Check our camera map to see what's logged near you, and if you want to push back on unchecked ALPR deployment in your town, our take-action page has concrete steps for getting answers from local officials.
This is DeFlock The USA’s original commentary. The video above is the work of WCCO - CBS Minnesota, published on YouTube — full credit to the creator.