A Flock Camera Accused Her. She Had To Prove It Wrong.
The short version: A Colorado woman was wrongly accused of theft by a Flock ALPR hit and had to burn her own time proving her innocence, as fathomshorts documents.
Our Take
This is the case that keeps coming up whenever someone insists ALPRs are just neutral cameras taking pictures of metal and paint. Chrisanna Elser had an officer at her door accusing her of a crime because a Flock camera flagged her truck, and the burden of proof landed squarely on her. She had to dig up her own dash cam and lean on a neighbor's security footage to clear her name. Credit to fathomshorts for pulling the Denverite, Colorado Sun, CBS Colorado, and NewsNation reporting into one tight piece, because this story illustrates exactly how these systems fail in practice, not theory.
Flock's pitch has always been that the network is a force multiplier for police, running some 20 billion scans a month across roughly 6,000 communities. What that pitch leaves out is what happens when the match is wrong, the context is missing, or an officer treats an algorithmic hit as probable cause instead of a lead that needs verification. The summons against Elser was voided and the officer was disciplined, which is the system sort of working after the fact. But 'sort of working after the fact' means an innocent person still had to build a legal defense against a machine.
Every one of these near-misses is a preview of what happens when the false positive rate is small but the surveillance footprint is enormous. If a camera near you is doing this kind of blanket vehicle logging, you deserve to know about it. Check our camera map to see what's watching your neighborhood, and if you want to push back on this infrastructure locally, our take-action page has the tools to start.
This is DeFlock The USA’s original commentary. The video above is the work of fathomshorts, published on YouTube — full credit to the creator.