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Tennessee Grandmother Sues Over AI-Driven Wrongful Detention
By Drooid · · How we work
Wrongful Detention Over AI Facial Recognition
A 50-year-old resident of Elizabethton, Tennessee, was arrested at gunpoint in July 2025 after U.S. Marshals acted on a nationwide warrant that relied on a facial-recognition match from Clearview AI. The match was presented as a positive identification in a bank-fraud investigation in Fargo and West Fargo, North Dakota, despite the technology’s own guidance that such matches are merely leads. After extradition, the woman was held on a $100,000 bond and charged with eight felonies. All charges were dismissed later in 2025 when bank records proved she was in Tennessee during the thefts. The complaint, filed in the fall of 2026, alleges that detectives ignored exculpatory evidence, failed to verify the AI match with witnesses, and misrepresented the technology’s reliability.
Background of the Bank Fraud Investigation
In April–May 2025, an unknown woman used counterfeit IDs to commit bank fraud in Fargo and West Fargo. Police used a photo from a fraudulent ID rather than surveillance footage to run Clearview AI searches. The AI returned a match to the Tennessee resident, which investigators treated as definitive. A West Fargo police captain later described facial recognition as “close to a last-ditch effort” in investigations.
Legal Action and Official Responses
The lawsuit claims the city of Fargo and its police department mishandled the AI match, leading to the grandmother’s six-month detention. In early 2026, city officials acknowledged investigative errors at a press conference and said they had “immediately addressed” the facial-recognition problems. The mayor’s statement is quoted verbatim below. The complaint also notes that the woman’s home, car and personal property were lost while she was detained.
Verbatim Quotes
- “I sat in a county jail in Tennessee for 108 days,” — Angela Lipps, now 50, of Elizabethton, Tennessee
- “When chief found some errors that were made in this area of where we got our facial recognition and how that worked, we immediately addressed it,” — Mayor Tim Mahoney