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Flock and ALPRs: Inside the Surveillance Fight

Originally published on: August 14, 2026
▼ Summary

– Over 120,000 Flock automatic license plate reader cameras are installed across the US, using AI to identify and track vehicles by plate number, make, model, and color.
– The cameras are networked to monitor vehicle and people movements nationwide throughout the day.
– Dozens of communities, including Los Angeles, have canceled contracts or turned off the cameras due to officials pushing for limits on data collection, access, and future use.
– Amazon-owned Ring canceled its partnership with Flock earlier this year after online backlash.
– The article lists multiple related incidents, including data exposure, overseas AI annotators reviewing footage, and stalking problems linked to the cameras.

More than 120,000 of Flock’s automatic license plate reader (ALPR) cameras are now installed across the United States. These devices, along with similar systems from other vendors, rely on artificial intelligence to identify and monitor vehicles by plate number, make, model, color, and additional attributes. The cameras are linked into a shared network that can follow a car’s movement throughout the day, sometimes across state lines, giving law enforcement a detailed picture of where people go and when.

That scale has triggered a growing backlash. Dozens of municipalities have either terminated their contracts with Flock or switched the cameras off entirely. Los Angeles is among the cities that have suspended use of the technology, with officials demanding tighter restrictions on what data gets collected, who can access it, and how it might be used down the road. The pressure has also reached the private sector. Earlier this year, Amazon-owned Ring walked away from a partnership with Flock following a wave of public criticism online.

The controversy has unfolded across multiple fronts. Flock’s CEO has admitted the company mishandled certain aspects of its data retention policies, while critics have documented everything from exposed camera feeds to concerns about overseas contractors reviewing US footage. There have also been reports of the cameras being used for target practice and predictable cases of misuse, including stalking. The company has denied threatening individuals who debate its surveillance practices, but the broader questions about AI-driven policing remain unresolved.

The pushback reflects a larger unease about how quickly networked surveillance tools have spread and how thin the safeguards are. As more communities weigh the trade-offs between investigative utility and personal privacy, the Flock debate has become a flashpoint for the future of automated monitoring in public spaces.

(Source: The Verge)

Topics

alpr surveillance 98% flock safety 95% privacy concerns 92% ai in law enforcement 90% police technology 88% corporate partnerships 85% public backlash 82% data retention 80% surveillance state 78% contract cancellations 74%
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