False AI Face Match Led to 6 Months in Jail Over Bank Thefts, Lawsuit Says
A Tennessee grandmother says a flawed AI facial-recognition lead got her falsely charged in North Dakota bank thefts and jailed for months before the case fell apart.
What happened: Angela Lipps, a 50-year-old Tennessee grandmother, was arrested in July 2025 while babysitting a neighbor's kids after AI facial recognition software flagged her social media photo as resembling a suspect in a string of North Dakota bank thefts. She spent months detained first in Tennessee, then North Dakota, held on a $100,000 bond she couldn't pay. Charges were dropped on Christmas Eve once bank records proved she'd never been near the crime scenes. She's now suing Fargo and the detective who requested her arrest warrant for $10 million.
Why it matters: Lipps didn't match the actual suspect in build, facial features or tattoos, and had never set foot in North Dakota before her arrest. Her complaint says a detective moved toward charges without digging deeper once the algorithm surfaced her name. The fallout cost her six months of freedom, her home, her car and other property. The case lands amid wider concern that police are leaning on facial-recognition software despite known error rates, with few consistent rules on how much human checking must happen before a lead becomes an arrest.
How it works, plainly: Investigators had a photo from a fake ID used by a woman caught on bank surveillance footage. West Fargo police ran that ID photo through facial recognition and got Lipps as a possible match to the fake ID holder, not to the surveillance footage itself. Fargo's then-police chief later said his detectives wrongly assumed the match also covered the actual bank camera images, something West Fargo investigators said they "wouldn't have done." That mistaken assumption, more than any direct visual match, became the basis for seeking her arrest.
The rollout: After local coverage turned national, Fargo's then-chief acknowledged "a couple of errors," noted the department doesn't own facial-recognition technology itself, and said use of the West Fargo system that flagged Lipps has since been barred. He promised more scrutiny before future cases move forward. But the city has otherwise declined to comment, citing pending litigation, and no state or federal rule yet requires departments to verify AI-generated leads before seeking a warrant.