Birds of a Feather Panopticon Together

A coin flip set the episode's order, landing first on a disturbing traffic stop in Toledo, Ohio, where driver Brandon Upchurch was bitten by a police dog and arrested because a Flock Safety camera misread his license plate's "7" as a "2," matching a wanted vehicle. This incident highlights Flock's automatic license plate readers (ALPR), solar-powered cameras bolted to poles that scan passing vehicles, read plates with onboard AI, and feed data into a national cloud database queried by over 5,000 police departments across 49 states.

Flock's Rise and Technology

Flock Safety launched in 2017 after founder Garrett Langley experienced property crime and frustration with police response. Starting with homeowners associations funding cameras for neighborhood coverage, the company created dense networks that proved valuable to law enforcement. A legal quirk allows police nationwide access to privately owned cameras without warrants, unlike government systems. Now valued at $7.5 billion with $285 million in annual revenue, Flock scans 20 billion plates monthly using devices like the ALPR camera (plate detection via Linux computer, LTE modem, AI hot-list matching) and Condor PTZ (pan-tilt-zoom for tracking pedestrians). Officers search by plate, make, model, color across the entire network, with hot lists alerting nearby patrols to matches.