How AI can lead to false arrests and wrongful convictions

By Maria Lungu, Postdoctoral Researcher of Law and Public Administration, University of Virginia
Steven L. Johnson, Associate Professor of Commerce, University of Virginia

In Baltimore on Oct. 20, 2025, a 17-year-old student named Taki Allen was sitting outside his high school after football practice when an artificial intelligence-enhanced surveillance camera falsely identified the Doritos bag in his pocket as a gun. Within moments police cars arrived, officers drew their weapons and Allen was forced to his knees and handcuffed while they searched him. All they found was a crumpled bag of chips. The AI’s misidentification and the human decisions…

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