She Had Never Left Tennessee. AI Said She Was in North Dakota Committing Bank Fraud. She Spent Six Months in Jail.
On the morning of July 14, 2025, a team of U.S. Marshals arrived at Angela Lipps’ home in north-central Tennessee. She was babysitting four young children. They took her at gunpoint.
Lipps, 50, a mother of three and grandmother of five, had never been to North Dakota. She had barely left Tennessee. She had never been on an airplane. But Fargo police had identified her — using facial recognition software — as the prime suspect in an organized bank fraud operation. According to court documents, a detective had reviewed her social media accounts and Tennessee driver’s license photo, and concluded she appeared to match the suspect based on “facial features, body type and hairstyle and color.”
No one called her first. No one verified the AI’s match. Within hours, she was in jail.
108 Days in Tennessee. Then North Dakota.
Lipps was booked as a fugitive from justice and held without bail in a Tennessee county jail. She faced four counts of unauthorized use of personal identifying information and four counts of theft — charges tied to bank fraud occurring in Fargo, North Dakota, a state she had never stepped foot in.
She sat in that cell for 108 days.
North Dakota authorities didn’t come to collect her until October 30 — more than three and a half months after her arrest. The following day, she made her first appearance in a North Dakota courtroom. It was the first time she had ever been on an airplane.
Meanwhile, the fraud she was accused of had been committed by a woman captured on surveillance video using a fake U.S. Army military ID to withdraw tens of thousands of dollars from Fargo banks. Police had reviewed the footage in April and May 2025, fed it into their facial recognition system, and gotten a name: Angela Lipps.
That was the entire investigation.
”If the Only Thing You Have Is Facial Recognition, I Might Want to Dig a Little Deeper”
Jay Greenwood, the North Dakota attorney who took Lipps’ case, knew something was wrong immediately. He asked her for her bank records.
What those records showed was almost comically definitive. At the exact times Fargo police alleged Lipps was in North Dakota committing fraud, she was in Tennessee — depositing Social Security checks, buying cigarettes at a gas station, ordering pizza, using Cash App for an Uber Eats delivery.
“Around the same time she’s depositing Social Security checks … she is buying cigarettes at a gas station, around the same time, she is buying a pizza, she is using a cash app to buy an Uber Eats.”
— Jay Greenwood, Lipps’ attorney
She was more than 1,200 miles away. On December 19, five months after her arrest, Greenwood finally got Fargo police into a room with his client and her bank records. It was the first time anyone from the Fargo Police Department had ever interviewed Angela Lipps.
Five days later, on Christmas Eve, the charges were dismissed. She was released from jail.
📋 DISASTER DOSSIER
Date of Arrest: July 14, 2025 Victim: Angela Lipps, 50-year-old grandmother of five, Tennessee AI System: Fargo Police Department facial recognition software (vendor undisclosed) The Accusation: Four counts of unauthorized use of personal identifying information; four counts of theft The “Evidence”: A facial recognition match from bank surveillance footage Pre-Arrest Investigation: None. Police never contacted Lipps before arresting her. Time Jailed: Nearly six months (108 days in Tennessee + ~2 months in North Dakota) How She Was Exonerated: Bank records showing she was 1,200+ miles away in Tennessee Apology from Fargo PD: None Cost to Angela Lipps: Her home, her car, her dog Audacity Level: 🤖🤖🤖🤖🤖 (Full automation of injustice)
Stranded in Fargo on Christmas Eve
After the case was dismissed, Fargo police did not cover Lipps’ travel home. She stood outside in winter clothes — she had arrived from Tennessee in summer clothes — with no coat, no money, and no way back. Snow was on the ground.
Local defense attorneys pooled money to put her up in a hotel on Christmas Eve and Christmas Day. The day after Christmas, Adam Martin, founder of the local nonprofit F5 Project, drove her to Chicago so she could make her way back to Tennessee.
“I had my summer clothes on, no coat, it was so cold outside, snow on the ground, scared, I wanted out but I didn’t know what I was going to do, how I was going to get home,” Lipps told WDAY News.
She returned to Tennessee to find that while she was locked up and unable to pay bills, she had lost her home. She had lost her car. She had lost her dog.
Fargo police have not apologized.
This Is Not an Anomaly
Angela Lipps is not the first person whose life has been gutted by a facial recognition false positive — and nothing in how this case unfolded suggests she’ll be the last.
In the same month her story broke, a UK man was arrested for a burglary in a city he had never visited after automated facial recognition matched him with a suspect from surveillance footage 100 miles away. In October 2025, an AI gun-detection system at a Baltimore high school mistook a student’s bag of Doritos for a firearm and summoned armed police officers.
The pattern is consistent: law enforcement agencies acquire AI tools, deploy them with minimal procedural safeguards, and treat algorithmic outputs as if they were reliable evidence rather than probabilistic guesses that demand verification. The consequences fall entirely on the people misidentified.
Facial recognition systems are known to perform significantly worse on women, older individuals, and people of darker skin tones — a documented accuracy gap that researchers have been flagging for years. The systems don’t come with uncertainty scores attached to their outputs. They just produce a name.
What Didn’t Happen
Before Angela Lipps spent six months in jail, a number of things didn’t happen:
A detective could have called her before issuing an arrest warrant. No one did. Officers could have requested her bank records before flying her to North Dakota. They didn’t. Authorities could have verified whether the facial recognition match held up against basic alibi evidence. They chose not to.
Her attorney put it plainly: “If the only thing you have is facial recognition, I might want to dig a little deeper.”
That sentence should be posted above every law enforcement terminal that runs facial recognition software. It apparently wasn’t in Fargo.
Lipps is now back home, working to rebuild what the system took from her. There has been no accountability. No one from the Fargo Police Department has acknowledged wrongdoing. No policy changes have been announced. The facial recognition software is presumably still running.
“I’m just glad it’s over,” Lipps said. “I’ll never go back to North Dakota.”
Sources: InForum / WDAY News (Matt Henson, March 11, 2026), The Guardian (Marina Dunbar, March 12, 2026), People Magazine (March 2026), KATV, NewsChannel 9. Angela Lipps’ case was originally reported by WDAY News in Fargo, North Dakota.