Sixteen Americans have been wrongfully jailed because police trusted an AI match over their own two eyes.
Angela Lipps of Tennessee just became the most expensive mistake on that list.
What the Fargo detective chose to ignore is going to cost that city $10 million.
Clearview AI Matched the Wrong Face and Fargo Detectives Never Checked
In April and May 2025, an unknown woman walked into banks in Fargo and West Fargo, North Dakota, using stolen identities and fake IDs to pull off a series of fraudulent withdrawals.
Fargo police needed to identify the suspect.
So they fed a photo – not from bank surveillance footage, but from one of the fraudulent ID cards the suspect had used – into Clearview AI, a facial recognition platform used by law enforcement agencies across the country.
The AI returned a match: Angela Lipps, 50, a grandmother from Elizabethton, Tennessee.
There was a problem.
Clearview AI's own guidelines explicitly require that any facial recognition match be treated only as an investigative lead – never as a positive identification.
West Fargo investigators followed that rule.
They ran the same search, got the same result, and declined to seek charges because the match was uncorroborated.
Fargo Detective Lucas Heck made a different call.
How Angela Lipps Ended Up in a North Dakota Jail Over a Facial Recognition Error
The surveillance footage inside those banks told a different story – the real suspect had a different build, and Lipps had a neck tattoo that the woman on camera did not.
Heck skipped the photo lineups with bank tellers. He never pulled the bank statements that would have placed Lipps in Tennessee for the entire period of the thefts, and when he sought a warrant, he did not tell prosecutors the AI match had never been corroborated.
On July 14, 2025, law enforcement officers surrounded the house in Tennessee where Lipps was babysitting her neighbor's four young children and arrested her at gunpoint on a nationwide warrant.
"I sat in a county jail in Tennessee for 108 days," Lipps wrote on a GoFundMe page.
"They said I was fugitive from justice. I had no bail. No one interviewed me. I just sat and waited."
She was eventually extradited to North Dakota, where she faced eight felony counts, was held on a $100,000 bond, and stared at a potential 10-year prison sentence on the most serious charge.
On Christmas Eve 2025, prosecutors dismissed all charges after Lipps' attorney produced bank records proving she was in Tennessee when the crimes occurred.
She walked out of a North Dakota jail in freezing temperatures with no way home.
She returned to Elizabethton to find her home and car gone, her belongings scattered.
On September 15, 2026, Lipps filed a $10 million federal civil rights lawsuit against the City of Fargo and Detective Heck, alleging unlawful seizure, due process violations, false arrest, and malicious prosecution.
Her attorney, Dane DeKrey, called it the longest AI-related wrongful detention in American history.
After the public scrutiny became impossible to ignore, the Fargo Police Department held a press conference in March 2026.
Mayor Tim Mahoney said errors had been found and addressed.
Former Police Chief Dave Zibolski admitted that Fargo detectives had "assumed wrongly" that West Fargo had submitted surveillance photographs of the suspect along with the fake ID images – which is how a fraudulent ID photo became the entire basis for a fugitive warrant against a woman who had never set foot in North Dakota.
Clare Garvie, deputy director of Technology Law & Policy with the Policing Project, told Fox News Digital that 16 wrongful arrests tied to facial recognition misidentification are now documented nationally.
"We're asking officers to do a different job now," she said, "such that we need to update how we think about these workflows."
That is a polished way of saying something starker: AI facial recognition is only as disciplined as the officer holding it.
West Fargo saw the same result and let it go. Heck turned it into a federal arrest warrant – a decision no algorithm made for him.
At his March press conference, the Fargo police chief apologized to the community but not to Angela Lipps, and the city has yet to respond to her lawsuit.
That is the tell: a grandmother loses her home, her car, her grandchildren's holidays, and six months of her life – and Fargo's official position is silence.
One detective decided an algorithm was enough.
The bill just landed: $10 million.
Sources:
- Bonny Chu, "Grandmother sues after alleged AI facial recognition error led to months in jail, experts sound alarm," Fox News, September 28, 2026.
- "Tennessee Grandmother Sues Fargo City and Police After Spending Six Months in Jail over AI Mistaken Identity," Breitbart, September 18, 2026.
- "Tennessee grandmother sues Fargo after being held in jail for 6 months over AI mistake," Fox 9, September 2026.
