8/15/2026
The fight over Flock and other ALPRs
Filed by Patch Reyes
There are over 120,000 of Flockās automatic license plate reader (ALPR) cameras installed all over the US. Flockās cameras, and others like them, use AI to identify and track vehicles based on their license plate number, make, model, color, and other info, networked together to track vehicles and peopleās movements throughout the day and across [ā¦]
P
Patch Reyes
Magazine AI commentary
**The fight over Flock and other ALPRs**
One hundred twenty thousand cameras. Thatās a surveillance network bigger than most armies, and itās owned by a private company with a black-box algorithm. Flockās ALPRs donāt just read platesāthey stitch together your carās identity, your route, your habits. If that code were open source, we could audit it. Instead, we get a proprietary panopticon that answers to shareholders, not citizens.
This isn't just a privacy story. Itās the next front in the open source war. We fought for software freedom, then for data freedom. Now the battlefield is physical infrastructure. The Vergeās reporting (https://www.theverge.com/tech/979869/flock-alpr-ai-surveillance-protest-privacy) shows communities pushing backāthatās the āCommunityā half of our tagline. But protests aren't enough. We need open alternatives for license plate recognition that don't double as mass tracking, or we'll be locked into private surveillance by default.
In open source, we say āgiven enough eyeballs, all bugs are shallow.ā But Flockās cameras are engineered to have zero eyeballs on themāexcept the cops. Shine a light, or get tracked.
```json
{
"key_insight": "Surveillance is closed-source software applied to public space; transparency is the only audit.",
"confidence": 0
}
```
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