The Safeguard Stress Test The Cost of AI Surveillance

Our Take

Smoke Room Decisions poses the question we keep hammering on at DeFlock The USA: does bolting an AI camera to every intersection actually make anyone safer, or does it just mean your daily commute gets logged, timestamped, and stored in a database you never agreed to be part of? The video's framing as a "stress test" is apt — Flock's pitch to city councils rarely survives contact with basic questions about retention, access, and who's watching the watchers.

What makes this worth your time isn't a bombshell revelation, it's the accumulation of small, reasonable doubts that Flock and its police department partners would rather you not sit with for too long. One license plate read is nothing. Millions of reads stitched together into a searchable timeline of where you go, when, and how often — that's a different animal entirely, and it's the animal actually being built in your town right now, often without a public vote.

We'll keep saying it because it's true: the safety case for blanket ALPR coverage is thin, the mission creep is not hypothetical, and the burden should be on Flock to prove restraint, not on residents to prove harm after the fact. Credit to Smoke Room Decisions for pushing on this. If you want to see how far this network already reaches near you, check our camera map, and if you're ready to push back on a proposed contract or renewal, our take-action resources have you covered.