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Incident 1311: Peppermill Casino Facial Recognition System Reportedly Misidentified Individual, Leading to Wrongful Arrest in Reno

Description: Purported facial recognition technology deployed at Reno's Peppermill Casino reportedly misidentified Jason Killinger as an individual previously banned from the venue. Casino security reportedly detained Killinger and contacted police, leading to his arrest by the Reno PD. He was reportedly held for 11 hours, including several hours in handcuffs, before fingerprinting reportedly confirmed the misidentification. The incident resulted in alleged physical injury and civil liberties harms.
Editor Notes: Timeline notes: The reported incident occurred 09/17/2023. Reporting on it began in earnest in November 2025. The incident ID was created 12/16/2025.

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Alleged: Unknown facial recognition technology developers developed an AI system deployed by Peppermill Casino and Reno Police Department, which harmed Jason Killinger and People misidentified by facial recognition systems.
Alleged implicated AI system: Facial recognition systems

Incident Stats

Incident ID
1311
Report Count
1
Incident Date
2023-09-17
Editors
Daniel Atherton
Applied Taxonomies
MIT

MIT Taxonomy Classifications

Machine-Classified
Taxonomy Details

Risk Subdomain

A further 23 subdomains create an accessible and understandable classification of hazards and harms associated with AI
 

1.1. Unfair discrimination and misrepresentation

Risk Domain

The Domain Taxonomy of AI Risks classifies risks into seven AI risk domains: (1) Discrimination & toxicity, (2) Privacy & security, (3) Misinformation, (4) Malicious actors & misuse, (5) Human-computer interaction, (6) Socioeconomic & environmental harms, and (7) AI system safety, failures & limitations.
 
  1. Discrimination and Toxicity

Entity

Which, if any, entity is presented as the main cause of the risk
 

AI

Timing

The stage in the AI lifecycle at which the risk is presented as occurring
 

Post-deployment

Intent

Whether the risk is presented as occurring as an expected or unexpected outcome from pursuing a goal
 

Unintentional

Incident Reports

Reports Timeline

Incident OccurrencePeppermill Reno’s Facial Recognition Tech Leads to Wrongful Arrest
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Peppermill Reno’s Facial Recognition Tech Leads to Wrongful Arrest

Peppermill Reno’s Facial Recognition Tech Leads to Wrongful Arrest

casino.org

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Peppermill Reno’s Facial Recognition Tech Leads to Wrongful Arrest
casino.org · 2025

A long-haul truck driver who stopped by Reno's Peppermill Casino in September 2023 saw his evening turn into a nightmare after he was misidentified by the venue's AI facial recognition technology as a local reprobate, according to court fil…

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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