Fargo Police Under Scrutiny After AI Facial Recognition Software Leads to Wrongful Five Month Imprisonment

Fargo police face criticism after AI software wrongly identified a woman for bank fraud, resulting in five months of jail time without corroborating evidence.

By: AXL Media

Published: Mar 18, 2026, 5:40 AM EDT

Source: Information for this report was sourced from MPR News

A Systemic Failure of Automated Identification Technology

The arrest of Angela Lipps has raised profound questions about the reliability of artificial intelligence within the judicial system after she spent 150 days in jail for crimes she maintains she did not commit. The legal process began when Fargo investigators sent a still image from a bank security video to a third party facial recognition firm. According to her attorney, Jay Greenwood, the software flagged Lipps based on her social media presence, a lead that was allegedly accepted by officers without further verification or direct communication with the suspect.

The Absence of Critical Investigative Due Diligence

Legal experts and the defense counsel argue that the Fargo Police Department failed to perform basic evidentiary checks before authorizing the arrest warrant. While Lipps was held in a North Dakota facility following extradition from Tennessee, her personal bank records reportedly placed her far from the crime scene at the time of the fraud. Greenwood contends that the facial recognition match was the sole primary evidence listed in the affidavit of probable cause, suggesting that digital probability was prioritized over physical alibis and factual corroboration.

Law Enforcement Defends Procedural Standards Amid Retirement

Fargo Police Chief Dave Zibolski, who recently announced his retirement, defended the department's actions by stating that additional steps were taken to support the identification. Although he declined to provide specifics due to the active nature of the investigation, Zibolski noted that Lipps has not been officially ruled out as a subject. He characterized the release of the suspect without prejudice as a move to allow for further investigative opportunities, maintaining that the department strives to balance public safety with the protection of civil liberties through appropriate technological safeguards.