HISPI Project Cerebellum HISPI PROJECT CEREBELLUM

Purported Facial Recognition Error Reportedly Led to Arrest and Monthslong Jailing of Tennessee Woman in North Dakota Fraud Case

July 14, 2025

A Tennessee woman was reportedly detained for almost six months following an alleged facial recognition match by Fargo police, implicated in a North Dakota fraud investigation. The alleged misidentification occurred despite her defense counsel providing records indicating she was in Tennessee during the time of the suspected crime, after the case had caused significant disruption to her life and family separation.

The incident underscores the potential risks posed by unreliable AI in criminal investigations. For more information on responsible AI governance, safety measures, and HISPI Project Cerebellum TAIM—including how you can contribute—join us through JOIN US.

Matched TAIM controls

Suggested mapping from embedding similarity (not a formal assessment). Browse all TAIM controls

Alleged deployer
fargo-police-department
Alleged developer
unknown-facial-recognition-technology-developers
Alleged harmed parties
judicial-integrity, epistemic-integrity, angela-lipps

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Source

Data from the AI Incident Database (AIID). Cite this incident: https://incidentdatabase.ai/cite/1416

Data source

Incident data is from the AI Incident Database (AIID).

When citing the database as a whole, please use:

McGregor, S. (2021) Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database. In Proceedings of the Thirty-Third Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-21). Virtual Conference.

Pre-print on arXiv · Database snapshots & citation guide

We use weekly snapshots of the AIID for stable reference. For the official suggested citation of a specific incident, use the “Cite this incident” link on each incident page.