Tuesday, December 2, 2025

Flock Leverages International Gig Workers to Develop Its Surveillance AI

Unmasking Flock: AI Surveillance and Global Labor

Recent revelations about Flock, a leader in automatic license plate recognition (ALPR) and AI surveillance, have raised serious ethical concerns. A report by 404 Media exposes how Flock relies on overseas contractors from Upwork to train its machine learning systems on sensitive footage, including images of U.S. residents. Here are the key highlights:

  • Global Workforce: Many workers, based in the Philippines, are tasked with reviewing surveillance footage.
  • AI in Action: Flock’s technology isn’t just detecting plates; it’s categorizing people, vehicles, and even clothing.
  • Privacy Issues: Footage harvested raises questions about who has access and the implications for personal privacy.

With Flock’s systems deployed across thousands of U.S. communities, understanding these practices is crucial for tech enthusiasts and privacy advocates alike.

👉 What are your thoughts on the ethics of AI surveillance? Share your insights in the comments!

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