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How Flock Disproportionately Targets Black Neighborhoods

Flock Safety is a private surveillance and public safety technology company. It builds AI-powered camera networks—most notably Automated License Plate Readers (ALPRs)—used by law enforcement, neighborhood associations, and private businesses across all 50 U.S. states.
How Flock Safety’s Faulty AI Disproportionately Targets Black Neighborhoods source
With an error rate exceeding 30%, a sprawling network of AI-powered cameras is flooding Black communities with surveillance—while wealthy, white suburbs remain largely unmonitored. source
Civil liberties advocates point out that these disparities stem from camera deployment patterns. Independent academic studies have consistently found that Flock cameras are disproportionately placed in minority and high-poverty neighborhoods.
For example, a 2026 study in Hampton Roads, Virginia, found that Black neighborhoods experience automated surveillance at nearly four times the rate of white neighborhoods, resulting in a higher volume of police stops and subsequent arrests within those communities. source








