A woman drives with both hands on the wheel. Her phone sits face-down on her lap. No officer pulls her over. No lights flash. Weeks later, a $1,251 ticket arrives in the mail. The evidence: a single frame from a Camera surveillance app. The charge: phone use while driving.
Automated camera companies market their devices as automated license plate readers — tools for catching stolen cars, flagging warrants, and aiding serious investigations.
Sold as a Crime Tool. Used as a Fine Machine.



How do they manage that, with the current surveillance regime? Is all the image processing on device? What’s it sampling against? How does it send the tickets? One-way infrared flashes?
I could be wrong but pre-Flock and letting the tech-Bros actually build a survailance state, most traffic cameras were designed to only flash when they caught someone breaking the law and so only send data off the device when needed.
For speed/red light cameras it’s trivial, for something like this it’s pretty easy to process on device to detect a phone in your hand/lap, but probably does need someone to check for false positives.
It should be, this is simple to do on device (unless it’s outsourced to Palantir & frens)
Obviously when it triggers it uploads data.