Tech journalist analysis uncovers the inner workings of Flock's AI search system deployed on over 120,000 cameras and license plate readers across the US, providing police with advanced vehicle and person recognition features.
- Flock's AI supports detailed vehicle and person searches
- AI watch lists enable continuous surveillance for target identification
- Privacy warnings exist, but error detection is limited
What happened
Reporters at Wired have reverse engineered parts of Flock's AI-powered search software used by police officers through the browser interface delivered to them. This investigation revealed search tools that allow officers to input queries regarding vehicle types, colors, and other features, as well as a freeform search option for individuals passing through camera video frames. The system utilizes a large installation of about 120,000 cameras and license plate readers across the United States.
Among the discovered features is an AI-enabled 'watch list' tool that lets users designate specific city areas for ongoing video surveillance until a person matching a provided description, such as someone wearing scrubs, is detected. The software includes blocks on certain search terms, including those related to race, ethnicity, and religion, and notifies users of their responsibility to avoid illegal or abusive searches.
Why it matters
Flock's AI system enables advanced surveillance capabilities for law enforcement, which raises significant concerns regarding privacy and the potential for misuse. With continuous monitoring and detailed search options powered by AI, citizens face increased risk of being tracked or profiled without clear oversight. While Flock warns about possible AI errors and records search metadata for auditing, there is limited transparency on the system’s accuracy or error rates.
The findings underscore an ongoing backlash against Flock's network from privacy advocates and some state authorities, spurring the company to implement measures such as limiting data retention periods. However, the balance between law enforcement utility and civil liberties remains contentious, highlighting the importance of public trust and robust regulatory scrutiny.
What to watch next
Attention will focus on how state regulators and privacy watchdogs respond to the revelations about Flock's AI capabilities and the scope of its surveillance network. Monitoring efforts will likely increase around whether Flock and police departments can provide clearer transparency about data use, AI accuracy, and safeguards against improper searches.
Future developments may also include legal challenges or new legislation aimed at curbing AI surveillance tools or imposing stricter controls on data retention and consent. As technology advances in law enforcement, the unfolding debate will shape both regulatory frameworks and public attitudes toward AI-driven surveillance in the US.