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AI Surveillance Systems Are Causing a Staggering Number of Wrongful Arrests

Joe Wilkins

created: Jan. 18, 2026, 7:15 p.m. | updated: Jan. 28, 2026, 7:08 p.m.

These days, AI surveillance systems are everywhere. Yet those systems come with a harmful catch — they’re a little too good at flagging bad behavior, leading to a staggering number of arrests and involuntary detentions. New reporting by the Milwaukee Independent found that schools deploying surveillance systems to watch for online chatter referencing violence have logged an astonishing number of positive hits. Many of them are obviously not actionable threats, though they can lead to involuntary detention all the same. Still, some school administrators feel that’s a risk worth taking — though there’s little evidence suggesting surveillance tech is actually lowering the levels of violence in American schools.

3 weeks, 3 days ago: Futurism