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Incident 1816: Kentucky Police Detective Allegedly Relied on False AI Facial Recognition Match, Leading to Nebraska Man's Arrest and Detention

Responded
Description: A Nebraska man alleges that a Florence, Kentucky, police detective relied solely on an AI facial-recognition match to identify him as a check-fraud suspect. He was arrested in Florida and jailed for more than two weeks before being released. Prosecutors later dismissed the charges after he proved he was working in Nebraska during the alleged offense. A federal judge allowed his civil-rights lawsuit to proceed.
Editor Notes: 08/30/2024: A suspect attempted to cash a suspected fraudulent check at a bank in Florence, Kentucky. 01/09/2025: Officers arrested Alain Vizcay Osorio in Florida following a facial-recognition-based identification allegedly relied on by a Kentucky detective. 01/24/2025: Osorio was released on bond after detention in Kentucky. 05/07/2025: Prosecutors dismissed the indictment with prejudice after Osorio documented working in Nebraska at the time of the alleged offense. 01/08/2026: Osorio filed a federal civil-rights lawsuit against Detective Ryan Kilmer. 11/09/2026: The federal court permitted an amended complaint and denied the detective's motion for judgment on the pleadings; no final liability determination was made. 11/12/2026: Incident ID created. See also: Incident 896.

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Alleged: Facial recognition system developers developed an AI system deployed by Ryan Kilmer , Police departments in the United States , Police departments , Law enforcement and Florence Police Department (Kentucky), which harmed Wrongfully arrested individuals , Privacy , People misidentified by facial recognition systems , Epistemic integrity and Alain Vizcay Osorio.
Alleged implicated AI systems: Facial recognition systems and AI-enabled decision support systems

Incident Stats

Incident ID
1816
Report Count
3
Incident Date
2025-01-09
Editors
Daniel Atherton

Incident Reports

Reports Timeline

+1
Arrested by AI: Police ignore standards after facial recognition matches
+1
Memorandum Opinion and Order - Response
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Arrested by AI: Police ignore standards after facial recognition matches

Arrested by AI: Police ignore standards after facial recognition matches

washingtonpost.com

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Memorandum Opinion and Order

Memorandum Opinion and Order

law.justia.com

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Man wrongly jailed after AI mismatch can pursue lawsuit for now

Man wrongly jailed after AI mismatch can pursue lawsuit for now

reuters.com

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Arrested by AI: Police ignore standards after facial recognition matches
washingtonpost.com · 2025

See the full Washington Post report for additional information, including an explanation of the methodology they employed.

PAGEDALE, Missouri — After two men brutally assaulted a security guard on a desolate train platform on the outskirts …

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Memorandum Opinion and Order
law.justia.com · 2026
S. Chad Meredith post-incident response

In this year, when we celebrate the two-hundred-fiftieth anniversary of our Nation’s independence, it is as important as ever to reflect on the principles that animated the creation of our Republic. Among those principles is the protection …

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Man wrongly jailed after AI mismatch can pursue lawsuit for now
reuters.com · 2026

WASHINGTON, Nov 10 (Reuters) - A federal judge in Kentucky has allowed a lawsuit to proceed against a police detective for allegedly relying exclusively on AI facial-recognition technology to identify a check fraud suspect, leading to the a…

Variants

A "variant" is an AI incident similar to a known case—it has the same causes, harms, and AI system. Instead of listing it separately, we group it under the first reported incident. Unlike other incidents, variants do not need to have been reported outside the AIID. Learn more from the research paper.
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