Tennessee Grandmother Wrongfully Jailed for Months After AI Facial Recognition Mix-Up in North Dakota

Angela Lipps, a 50-year-old grandmother from Carter County, Tennessee, spent nearly six months behind bars for a crime she says she never committed—and in a state she had never visited—after police relied on flawed artificial intelligence to identify her as a suspect.

The ordeal began in April and May 2025, when someone used a fake U.S. Army military ID to commit bank fraud in the Fargo/West Fargo area of North Dakota, withdrawing thousands of dollars from accounts. Investigators obtained surveillance footage of the suspect and turned to facial recognition technology—specifically Clearview AI—to generate leads. The software flagged Lipps as a potential match based on facial features, body type, and hairstyle.

On July 14, 2025, while Lipps was babysitting her grandchildren at home in Elizabethton, Tennessee, U.S. Marshals arrested her on a warrant issued by a North Dakota judge. She was charged with felony theft and unauthorized use of personal identifying information. Despite her protests that she had never been to North Dakota, authorities extradited her to Fargo, where she remained in custody.

Lipps, a mother of three and grandmother of five, spent more than 100 days in a Tennessee jail before transfer, followed by additional time in North Dakota facilities—totaling roughly five to six months. She lost her home, car, and even her dog during the ordeal, according to her family and a verified GoFundMe campaign. It was only after her attorney obtained bank records proving she was in Tennessee during the time of the crimes that the charges were dropped. She was released on Christmas Eve 2025.

Fargo Police Department officials later acknowledged “missteps” in the investigation, admitting they relied heavily on the AI match without sufficient corroborating evidence such as fingerprints, additional witnesses, or travel records. The department has since reportedly restricted or banned use of the tool in similar cases. Lipps’ attorney has indicated a potential lawsuit against the involved agencies.

The case has reignited national debate over the reliability of facial recognition technology, particularly when used without human oversight or verification. Civil rights advocates warn that such errors disproportionately affect innocent people, often leading to prolonged detentions before the truth emerges.

Lipps is now back home in Tennessee, working to rebuild her life. “I just want justice,” she told reporters. “No one should have to go through what I did because a computer got it wrong.”

This incident joins a growing list of documented AI facial recognition failures, underscoring the need for stricter guidelines on its use in law enforcement.