Flock Cameras Accused Her — Then Her Video Told a Different Story
The short version: A Colorado woman's own timestamped footage reportedly undercut a Flock-based accusation, exposing how algorithmic plate reads can mislead investigators.
Our Take
Credit to Julianclipper for digging into this one, because it's exactly the kind of case that should give every city council member pause before they sign a Flock Safety contract. A camera system doesn't accuse anyone of anything — it just spits out plate reads and vehicle 'descriptions' that investigators then treat as gospel. When a private citizen's own timestamped video can poke holes in that narrative, it's a reminder that these systems are probabilistic guesses dressed up as hard evidence.
This is the core danger of ALPR networks: they create a paper trail of suspicion that's easy to generate and hard to unwind. Once your plate gets flagged, you're playing defense against a black-box algorithm and whatever department policies govern how that data gets used, stored, and shared. Most people don't have the time, resources, or presence of mind to produce their own counter-evidence in the moment — this Colorado driver got lucky that she could.
If you want to know whether these cameras are watching your own commute, check our camera map, and if you think your city shouldn't be writing checks to a surveillance vendor with this track record, our take-action page has concrete steps for pushing back at the local level.
This is DeFlock The USA’s original commentary. The video above is the work of Julianclipper, published on YouTube — full credit to the creator.