Jacob Rockwell was fined by an AI red light camera in a different state

Our Take

More Perfect Union's clip is a good gut-check on what happens when we let algorithms and camera networks make accusations without a human double-checking the basics — like which state you were actually in. Jacob Rockwell's case is almost absurd: a system confident enough to mail out a fine, but not accurate enough to get the geography right. That's not a minor glitch, it's a preview of what mass automated enforcement looks like when it scales faster than the quality control.

This matters beyond one red light ticket. The same vendor logic — trust the algorithm, skip the human review, let the citizen prove their innocence after the fact — is exactly how Flock Safety's ALPR network operates across thousands of communities. When cities outsource judgment to black-box AI and database matches, errors don't just produce embarrassing headlines, they produce wrongful stops, fines, and in some documented cases much worse. The burden of catching the mistake almost always falls on the wrongly accused, not the company or agency running the system.

Credit to More Perfect Union for putting a face and a voice on what's usually treated as an abstract policy debate. If you want to see how dense this kind of automated monitoring already is near you, check our camera map, and if you'd rather not wait to be the next misfire, our take-action page has concrete steps for pushing back at the local level.