Grandmother Wrongly Jailed for Six Months Due to AI Facial Recognition Mistake
A grandmother from Tennessee endured nearly six months of incarceration after artificial intelligence facial recognition software incorrectly linked her to a bank fraud crime in North Dakota, a state she claims she has never visited. Angela Lipps, 50, was arrested at her home last summer and extradited over 1,200 miles to Fargo to face criminal charges related to what authorities described as an organized fraud scheme.
Arrest and Extradition Ordeal
Lipps, a grandmother of five, was babysitting four children on July 14 when U.S. Marshals arrested her at gunpoint. She was booked into her local county jail as a fugitive from justice in North Dakota, despite her insistence that she had never been to the state or even traveled by airplane. Her travel was limited to neighboring states within driving distance.
She remained in a Tennessee jail for nearly four months during extradition proceedings, held without bail due to her fugitive classification. During this time, she learned that North Dakota authorities had charged her with four counts of unauthorized use of personal identifying information and four counts of theft. To challenge the charges, she would have to travel to North Dakota, adding to the complexity of her situation.
Investigation Based on AI Match
According to documents obtained by WDAY News, the investigation began in April and May 2025 as detectives probed multiple bank fraud incidents. Surveillance footage showed a woman using a fake U.S. Army military ID to withdraw tens of thousands of dollars from bank accounts. Fargo police ran the surveillance images through facial recognition software, which returned a match: Angela Lipps.
Court documents reveal that the detective reviewed Lipps' social media accounts and Tennessee driver's license photo, concluding that she matched the suspect based on facial features, body type, hairstyle, and hair color. Lipps told WDAY that investigators in Fargo never contacted her before seeking charges, highlighting a lack of verification in the process.
Case Dismissal and Aftermath
Lipps was transferred from the Tennessee jail on October 30, 108 days after her arrest, and appeared in a North Dakota courtroom the next day. Her appointed attorney, Jay Greenwood, obtained her financial records, which showed she was more than 1,200 miles away in Tennessee during the alleged crimes, with transactions such as depositing Social Security checks and purchasing items at local businesses.
On December 19, Fargo police interviewed her for the first time at the Cass County Jail. Five days later, on Christmas Eve, prosecutors dismissed the case and Lipps was released. However, she was left stranded in Fargo in the middle of winter, wearing summer clothes with no coat, and scared about how to return home.
Impact and Ongoing Issues
Local defense attorneys stepped in to help, providing money for a hotel room and food during the holidays. Adam Martin, founder of the Fargo-based F5 Project, then drove Lipps to Chicago so she could travel home to Tennessee. Despite her release, Lipps said she still feels the damage from the incident and claims no one from the Fargo Police Department has apologized. She lost her home, car, and even her dog due to unpaid bills while incarcerated.
Fargo police state that the bank fraud investigation remains open and no arrests have been made. Lipps' arrest is the eighth documented wrongful arrest in the United States tied to facial recognition, according to IBS Times. Critics warn that without additional verification, a single algorithmic match can have life-altering consequences, underscoring the risks of relying solely on AI technology in law enforcement.
