What happened

Angela Lipps was wrongly arrested at her home in Tennessee by U.S. Marshals as a "fugitive from justice" regarding a bank fraud investigation in Fargo, North Dakota - a state she had never visited. It transpired that she had also never been on an airplane, and had barely left a 100-mile radius of her home in Tennessee. 

Despite this, Fargo police arrested her anyway at gunpoint after AI facial recognition software matched a blurry bank surveillance photograph to her face. Police looked at her social media, decided the match was good enough, and obtained an arrest warrant. 

Because of her fugitive status, she was held without bail in a Tennessee jail for 108 days before being extradited 1,200 miles to North Dakota, remaining in custody until Christmas evening 2025.
During this period, Lipps lost her home, her car, and her dog due to her inability to manage her affairs while incarcerated, and suffered serious trauma and reputational damage.

When Fargo police finally met with Lipps and her lawyer at the Cass County jail on 19 December, more than five months after her arrest, her bank records showed she had been more than 1,200 miles away in Tennessee at the time of the alleged crimes buying cigarettes at a gas station, depositing Social Security checks, buying pizza, and using a cash app for food deliveries. 

Why it happened

The incident was caused by a false positive generated by an AI facial recognition tool used by the West Fargo Police Department. 

This error was compounded by a lack of investigative verification; detectives allegedly relied on the AI match and a cursory visual comparison of social media photos rather than checking basic alibi evidence. Nobody from the Fargo Police Department called to question Lipps before her arrest.

Corporate opacity also played a part; the system had reportedly been acquired by a partner agency without the full knowledge or oversight of the primary department's executive leadership.