Tennessee Grandmother Files Lawsuit After Alleged AI Facial Recognition Error Led to Wrongful Detention

<p>Angela Lipps, a 50-year-old grandmother from Elizabethton, Tennessee, has filed a lawsuit against the city of Fargo and its police department, alleging wrongful detention for nearly six months due to the misuse of artificial intelligence facial recognition technology in a bank theft investigation.</p><p>Lipps was arrested at gunpoint in July 2025 while caring for her neighbor's children. The lawsuit, filed on September 15, 2026, claims that authorities relied solely on a flawed AI facial recognition match to extradite her to North Dakota, despite her lack of connection to the crime or the state.</p><p>The bank theft case involved an unknown woman who allegedly used fake IDs and stolen identities to commit bank fraud in Fargo and West Fargo, North Dakota, in April and May 2025. According to the lawsuit, police used a photo from a fraudulent ID card instead of surveillance footage to conduct facial recognition searches using Clearview AI.</p><p>Prosecutors allege that Fargo police characterized the AI match as a positive identification without disclosing that it had not been independently verified, even though Clearview AI requires matches to be treated as potential leads. The West Fargo Police Department reportedly did not pursue charges due to the lack of corroboration.</p><p>The lawsuit states that Detective Lucas Heck failed to review Lipps’ financial or travel records that would have shown she was in Tennessee during the bank thefts and did not conduct photo lineups with bank tellers. Surveillance video reportedly indicated physical differences between Lipps and the suspect.</p><p>Lipps was arrested on July 14, 2025, by U.S. Marshals on a nationwide warrant and was held on a $100,000 bond while facing eight felony counts, with the most serious carrying a maximum sentence of up to 10 years in prison. All charges were dismissed on December 24, 2025, after Lipps provided bank records proving her presence in Tennessee during the thefts.</p><p>Following public scrutiny, the Fargo Police Department acknowledged investigative errors at a press conference in March 2026. Mayor Tim Mahoney stated that the department addressed the errors related to their facial recognition practices.</p><p>Clare Garvie, deputy director of Technology Law & Policy with the Policing Project, noted an increase in incidents involving alleged AI mishandling as law enforcement agencies adapt to new technologies. She reported 16 known cases of wrongful arrests due to facial recognition misidentifications, often attributed to a lack of additional investigative steps.</p><p>Nate Freed-Wessler, a deputy director at the American Civil Liberties Union, highlighted the rising trend of wrongful arrests linked to AI technology, noting that these incidents have been occurring for several years and appear to be increasing.</p>