Grandmother Jailed for Five Months After AI Facial Recognition Error in US Fraud Case
A 50-year-old grandmother from Tennessee, Angela Lipps, was incarcerated for more than five months after being incorrectly linked to bank fraud incidents in North Dakota through an artificial intelligence (AI) facial recognition system, according to a report by CNN. The case has sparked significant debate over the use of AI in law enforcement and the need for stricter verification protocols.
Investigation Errors and Police Response
Police in Fargo, North Dakota, have acknowledged "a couple of errors" in their investigation and have committed to operational changes, though they stopped short of issuing a direct apology to Lipps. She was first arrested in Tennessee on July 14, following a warrant issued weeks earlier in Fargo, which is over 1,000 miles from her home, in connection with a series of bank fraud cases in the area.
Authorities partially relied on facial recognition technology from a partner agency during their investigation before submitting the case to prosecutors. Fargo Police Chief Dave Zibolski later admitted that dependence on information from a neighbouring agency's AI system contributed to the misidentification. "At some point, our partner agency in West Fargo purchased their own AI facial recognition system that we were not aware of at the executive level... and we would not have allowed that to be used. It has since been prohibited," he stated.
Use of Clearview AI and Legal Proceedings
The West Fargo Police Department confirmed it used Clearview AI, a facial recognition tool with an extensive database of images sourced online, which flagged Lipps as a "potential suspect" based on similarities to an image associated with a fake ID. After her arrest, Lipps spent over three months in a Tennessee jail before being extradited to North Dakota, where she faced multiple charges, including felony theft and unauthorised use of personal identifying information.
She remained in custody until December, when her defence team presented bank records proving she was in Tennessee at the time the crimes were committed. On December 23, authorities agreed to dismiss the charges without prejudice pending further investigation, and Lipps was released on Christmas Eve.
Personal Impact and Civil Rights Concerns
Describing her ordeal, Lipps said the extradition process was traumatic. "It was the first time I had ever been on an airplane. I was terrified, exhausted, and humiliated," she shared via a GoFundMe post. Her lawyers described the incident as devastating, citing loss of liberty, emotional trauma, and reputational damage, and they are now exploring possible civil rights claims.
Ongoing Investigation and Policy Changes
Fargo police stated that the case remains "open and active," noting that charges could be refiled if new evidence emerges. Chief Zibolski identified key lapses, including failure to independently verify AI-generated leads and to submit surveillance images to a certified state intelligence centre. He added that the department will no longer rely on the neighbouring agency's AI system and will instead work with state and federal partners. New oversight measures, such as monthly reviews of facial recognition use, have also been implemented.
Criticism and Broader Implications
Lipps' attorneys criticised what they described as a lack of basic investigative diligence. "Officers knew Angela was a Tennessee resident, yet made no effort to verify whether she was in North Dakota at the time of the crimes," they said. "AI was used as a shortcut, resulting in an innocent woman being jailed." This case has reignited concerns over the growing use of AI in policing, with experts warning that while the technology can aid investigations, it must be applied with caution and backed by thorough human verification to prevent similar injustices.
