Flock Has a Powerful New AI Tool for Police. We Got Its Code

Flock Safety, a surveillance technology company whose camera network has already generated significant controversy, has deployed a next-generation artificial intelligence system that extends far beyond its original license plate recognition capabilities. WIRED obtained and analyzed the source code of this enhanced system, revealing it possesses substantially more powerful surveillance features than previously disclosed—features already being used by law enforcement agencies across the country.

Flock's new AI system demonstrates sophisticated capabilities that go considerably further than tracking vehicles. The reconstructed code reveals the system can identify and classify individuals, analyze behavioral patterns, and process multiple data streams simultaneously with enhanced accuracy. This represents a substantial upgrade from Flock's foundational license plate recognition technology that initially drew scrutiny from privacy advocates. The system's architecture suggests it's designed to process real-time video feeds and extract detailed information about people and activities in public spaces, not merely vehicular movements.

Key implications of this development include:

• Expanded Surveillance Scope: The system moves beyond vehicle tracking to comprehensive monitoring of public spaces and human activity
• Real-Time Processing: Enhanced AI capabilities enable immediate analysis and alert generation, reducing response times for law enforcement
• Data Integration: The system appears designed to combine multiple data sources, creating comprehensive profiles from disparate surveillance inputs
• Adoption Rate: Several police departments have already integrated this technology despite limited public disclosure of its capabilities
• Transparency Gap: The advanced features identified by WIRED researchers were not widely publicized in Flock's public materials or marketing

This development underscores the accelerating deployment of powerful AI surveillance tools with minimal regulatory oversight or public awareness. As law enforcement agencies increasingly adopt advanced monitoring technologies, questions about consent, accuracy, bias, and constitutional implications become increasingly urgent. Flock's expanding capabilities exemplify how surveillance infrastructure evolves rapidly while accountability mechanisms lag behind, leaving communities potentially subject to sophisticated monitoring without adequate transparency or democratic input into these technological deployments.