Stop Flock

Your dents are data: Internet erupts over AI car trackers

TLDR: Flock Safety’s cameras track far more than plates and can map who you drive near, sparking fury over warrantless access and misuse. The community splits between “ban the business model” privacy hawks and safety-first voices citing campus shootings, while others ask if private camera mega-networks could be stopped.

The internet is roasting Flock Safety’s “AI policing” cameras, which don’t just read plates—they log your car’s color, dents, roof rack, even bumper stickers, then map who you drive near. Commenters say that’s not safety, it’s stalking. One hothead bluntly wondered why these cameras aren’t “destroyed en masse,” while others dropped resources like deflock.org and the tongue‑in‑cheek checker haveibeenflocked.com for anyone who wants to see if their rides got caught.

The debate blew up over claims police can search this data without a warrant and use “convoy analysis” to spot who travels together. Privacy hawks point to real-world mess-ups—like a Kansas police chief misusing the system to stalk an ex—and a reporter who found his 300-mile trip logged by nearly 50 cameras. Critics call the whole data hoard “toxic waste” and want the business model outlawed, not just one company.

But it wasn’t a total dogpile. A campus watcher invoked last year’s Brown University shooting, arguing leaders will always err toward more cameras when lives are at stake. Meanwhile, legal nerds asked: what if private businesses pool their footage—could anyone stop that? Meme of the day: “Your bumper sticker is now a suspect”

Key Points

  • Flock Safety’s system creates a “Vehicle Fingerprint” capturing non-plate attributes to identify vehicles without license plates.
  • A “Convoy Analysis” feature detects vehicles that repeatedly travel together or visit the same locations, inferring associations.
  • Data are searchable across a nationwide law enforcement network and, per the article, accessible to subscribing agencies without a warrant.
  • The article cites misuse, including a Kansas police chief reportedly using Flock cameras 228 times to track an ex-partner.
  • A 2025 rural Virginia case showed nearly 50 cameras from 15 agencies recorded a 300-mile trip, revealing predictable movement patterns.

Hottest takes

“how these things aren’t destroyed en masse” — arcanemachiner
“data that is essentially toxic waste” — bmitch3020
“I can understand why… err on the side of tracking” — jimmar
Made with <3 by @siedrix and @shesho from CDMX. Powered by Forge&Hive.