Angela Lipps, a Tennessee grandmother, spent five months in jail after police incorrectly identified her as a suspect in North Dakota bank fraud cases using Clearview AI facial recognition technology. Despite never visiting North Dakota, Lipps was arrested based on an AI match that police acknowledged contained "a few errors." The case raises serious questions about the reliability of AI facial recognition in criminal investigations.

Fargo police revealed that West Fargo's AI system identified Lipps as a "potential suspect" from a fake ID photo, but investigators failed to properly verify the match. The technology, which relies on billions of internet photos, led to Lipps facing multiple felony charges including theft and identity theft. Her lawyers secured her release by presenting bank records proving she was in Tennessee during the alleged crimes.

Following the wrongful arrest, Fargo Police Chief Dave Zibolski announced changes, including prohibiting the use of West Fargo's AI system and implementing monthly reviews of facial identifications. The department now requires submissions to the Investigations Division commander. Lipps, who described her ordeal as "terrifying and humiliating," plans never to return to North Dakota as her legal team explores civil rights claims against the authorities.