Imagine a Tuesday morning in Elizabethton, Tennessee, a small Appalachian city tucked into Carter County close to the Virginia border. This is the kind of place where most people know their neighbors, and the pace of life doesn’t really invite disruption. U.S. marshals arrived at the door of 50-year-old Angela Lipps, a grandmother of five, who was watching four small children. She was taken into custody at gunpoint. She didn’t know why. It turned out that the warrant had been issued in Fargo, North Dakota, a state she claims she had never visited, and a city more than 1,000 miles away.
One of the more concerning civil liberties stories to come out of the quick adoption of AI facial recognition in American law enforcement began with that arrest on July 14, 2025. Investigators used facial recognition technology, specifically Clearview AI, a system implemented by the West Fargo Police Department with a database of billions of images scraped from the internet and social media, to identify a possible suspect after multiple bank fraud incidents had occurred in and around Fargo months before Lipps’ arrest.
| Case Information | |
|---|---|
| Name | Angela Lipps |
| Age | 50 |
| Residence | Elizabethton, Tennessee |
| Arrest Date | July 14, 2025 |
| Charges | Felony bank fraud; unauthorized use of personal identifying information (North Dakota) |
| AI Tool Used | Clearview AI (deployed by West Fargo Police Department) |
| Time Spent in Custody | Approximately 5 months (released Christmas Eve, 2025) |
| Case Outcome | Charges dismissed December 23, 2025 |
| Attorneys | Eric Rice and Dane DeKrey |
| Planned Legal Action | Civil rights lawsuit against Fargo authorities |
| Reference Website | FindLaw Case Summary |
Angela Lipps was identified by the system as having “similar features” to the individual captured on camera. After being shared with the Fargo police, that match served as the basis for the creation of an arrest warrant and the dismantling of a woman’s life.
Later, Fargo Police Chief Dave Zibolski admitted that his department was unaware, at the executive level, that a nearby agency had acquired its own AI facial recognition system, and that if they had known about it, such use would not have been allowed. In its own subtle way, that admission is remarkable. A technology tool that the leadership of the arresting agency claims they would have forbidden contributed to the woman’s five-month incarceration.
The evidence’s chain of custody broke down before anyone considered asking the most fundamental question: had Angela Lipps ever visited North Dakota at all? This is assuming that “evidence” is even the appropriate term for an algorithm’s output.
She hadn’t. Furthermore, establishing this was not a challenging task. When Lipps’ defense lawyer, Jay Greenwood, was finally able to meet with her and work through the case in mid-December 2025, he was able to present bank records and receipts that ultimately proved Lipps had been in Tennessee at the time of the North Dakota bank fraud.
One of the most damning things about the entire sequence of events is that this wasn’t checked sooner. The case would have been resolved before it began with simple alibi verification, a type of investigation that predates computers by roughly a century. Rather, it ended on Christmas Eve, five months later, when the charges were dropped, and Lipps was set free to face the winter in North Dakota without, according to her, any obvious help returning home.
According to Greenwood, the issue with the investigative method was that AI was “pretty much the only tool.” It’s worth sitting with that framing. A possible match was found by Clearview AI’s system. It was shared by West Fargo. Fargo constructed a case. A warrant was requested by a state’s attorney. It was signed by a judge. While a grandmother was keeping an eye on the kids, US marshals drove to Tennessee and took her into custody at gunpoint.
Someone had the right to follow up with a question at every stage. Apparently, nobody did at every step. In addition to the physical and psychological effects of spending more than five months behind bars, Lipps claims that the months spent behind bars cost her her house, car, dog, and reputation. She called her first-ever flight to North Dakota for extradition “terrifying, exhausting, and humiliating.” It’s difficult to ignore the fact that nobody who caused that circumstance has directly apologized to her.
Eric Rice and Dane DeKrey, Angela Lipps’ lawyers, are getting ready to file a lawsuit, but it won’t be easy. There were several agencies involved, including West Fargo, Fargo, the Cass County State’s Attorney’s Office, and Tennessee authorities. The issue of accountability is complex across jurisdictions, and each can point the finger at the others in a series of decisions that together resulted in a disastrous outcome for one person.
The head of Fargo has stated that the arrest warrant was approved by a judge and that evidence other than the AI match was used, but he hasn’t said what that additional evidence was. It’s still unclear if the extra evidence adds up to anything significant or if the entire investigation was merely window dressing for a facial recognition hit.
According to most accounts, Lipps is at least the ninth American to be wrongfully arrested as a result of facial recognition mistakes, and probably not the last. The length of her incarceration and the extent of the collateral damage are what distinguish her case, if not in kind. Others were imprisoned for days, such as Nijeer Parks in New Jersey. Lipps was there for almost six months.
When the lawsuit is filed, it could establish tangible legal repercussions for the discrepancy between what these systems are marketed as and what they actually accomplish when applied to a real human being’s life—something that legislative efforts have so far failed to accomplish in the majority of states.
