Randal Quran Reid wrongfully arrested due to facial recognition misidentification
Randal Quran Reid was wrongfully arrested in Georgia due to a facial recognition error by the Jefferson Parish Sheriff's Office. The agency relied on an incorrect match without verifying if the subject had ever visited Louisiana. The incident led to a lawsuit and a subsequent $200,000 settlement.
Police relied on facial recognition technology to identify a suspect without verifying if the individual had ever entered the state.
Key facts
- What
- Randal Quran Reid was wrongfully arrested in Georgia due to a facial recognition error by the Jefferson Parish Sheriff's Office.
- Incident date
- Nov 25, 2022
- Who
- Jefferson Parish Sheriff's Office
- Failure mode
- Hallucination
- AI surface
- Computer Vision
- Severity
- High
What happened
Randal Quran Reid, a Georgia resident, was wrongfully arrested in DeKalb County, Georgia, on a Louisiana warrant. The arrest resulted from a facial recognition misidentification by the Jefferson Parish Sheriff's Office. Despite the match, officers did not verify whether Reid had ever been to Louisiana before proceeding with the arrest.
What broke inside the model
- 01 · TriggerA user asks for a fact, a citation, or a figure.
- 02 · Model stepThe model writes a fluent, confident answer.
- 03 · Control gapNothing ties the claim back to a real source.
- 04 · FailureA fabricated fact ships as if it were verified.
- 05 · ConsequenceThe false claim reaches a customer, a court, or the public.
Confidence holds, and even spikes, as the claim detaches from any source.
The facial recognition system generated a false positive match between a suspect's image and Reid's photograph. The failure was compounded by a lack of human verification, as officers failed to confirm the subject's physical presence in the state of Louisiana.
What it cost
Sources
- PressWrongful arrest in US linked to facial recognition error leads to $200k settlementbiometricupdate.com
- PressBlack man wrongfully arrested in DeKalb County, Georgia due to facial recognition errorabc7ny.com
- PressMore than a Dozen Wrongful Arrests Due to Police Reliance on Facial Recognition Technologyaclu.org
Cite this entry
https://failureindex.ai/failures/randal-quran-reid-wrongfully-arrested-facialAI Failure Index. "Randal Quran Reid wrongfully arrested due to facial recognition misidentification" (FI-0190). Realm Labs. https://failureindex.ai/failures/randal-quran-reid-wrongfully-arrested-facial (indexed Jun 5, 2026).Data fields CC-BY 4.0, prose citation permitted. Incident ID FI-0190. Full dataset at /data.
Note from Realm Labs, the Index steward
How Realm fits
- Prism
- OmniGuard
- AI Detection & Response (AIDR)
This entry sits in the index's predictive wing: a system that scores, ranks, perceives, or steers rather than generates. Realm's runtime layer is built for the generative and agentic systems now moving into these same decision seats, where it watches a model's internal state and holds an unsupported claim or an unchecked action before it commits. The control gap on this record, an automated decision that reached people with no runtime check in front of it, is the same gap. The index keeps predictive failures on the record because the pattern carries straight into the systems shipping today.