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AII-1002-63473
ConfirmedA court, a regulator or the organization itself has stated the core facts, or the record cites a court or regulator source.

Cleveland Judge Excludes Clearview Facial Recognition Evidence in Murder Case

A Cleveland judge excluded facial recognition evidence obtained by police using Clearview AI's system in a murder case, finding the identification unreliable without corroborating evidence and noting that Clearview's own terms state the results are inadmissible in court. The judge determined that relying solely on the facial recognition match was equivalent to using an anonymous tip and insufficient to establish probable cause for a search warrant.

9 January 2025 Β· Clearview AI Β· Privacy and surveillance
9 January 2025
AII-1002-634737 sources ↓
Quick facts
Category
Privacy and surveillance
Country
United States
Source
Forbes
Date
9 January 2025
Drafted by
Raidu Incident Detection

What happened

Blake Story was shot and robbed on the streets of Cleveland in February 2024. Although police obtained footage of the incident, the perpetrator's face was not clearly visible. Several days later, officers examining real-time CCTV cameras identified footage of a person with similar build, hairstyle, clothing and gait patterns captured six days after the murder at a different location, which was submitted to the Northeast Ohio Regional Fusion Center for analysis using Clearview AI's facial recognition system.

Clearview AI's facial recognition produced eight photos, two of which belonged to Qeyeon Tolbert, who became the main suspect. Police obtained a search warrant for Tolbert's premises based on the facial recognition match and recovered a gun and other evidence. In the search warrant affidavit, detectives did not disclose that facial recognition was used to identify the suspect nor did they include Clearview's disclaimer that its results are not admissible in court.

Reported impact

During a hearing on January 9th, Judge Richard McMonagle ruled that the facial recognition match was comparable to information from an anonymous informant, which alone is insufficient to establish probable cause for a search warrant. The judge determined that the search warrant affidavit was misleading and relied on inadmissible evidence and excluded the facial recognition evidence from the case.

Index analysis

Judge McMonagle cited Clearview AI's own disclaimers regarding the use of its results as legal evidence or grounds for arrest, and noted concerns about transparency in how the technology was employed during the investigation and the absence of corroborating evidence connecting the suspect to the crime scene. The decision highlighted a lack of training for law enforcement in using facial recognition as well as shortcomings in oversight and regulation.

Governance controls

The ruling emphasizes the need for supplementary investigative methods beyond algorithmic identification and establishes parameters around the technology's evidentiary value. The case reflects a broader trend of judicial and legislative bodies working to establish clear standards for the use of biometric evidence in criminal proceedings.

Classification

Category
Privacy and surveillance
Industry
Government, security and defence
Country
United States
Harm status
Actual harm
Intent
Unintentional
Timing
Post-deployment
Failure modes
Misidentification, Overreliance
Consequences
Police investigation
AI systems
Clearview AI Facial Recognition System

Sources and evidence

This record was researched and written by the Index, based on the following original reporting.

Forbes
Judge Throws Out Facial Recognition Evidence In Murder Case
29 January 2025
Gizmodo
Facial Recognition Backfires on Police in Ohio Murder Case
28 January 2025
therecord.media
Prosecutors say they can't obtain murder conviction after judge throws out evidence from facial recognition match
28 January 2025
Biometric Update | Biometrics News, Companies and Explainers
Judge throws out Clearview facial recognition match in US murder case | Biometric Update
28 January 2025
theregister.com
AI facial recognition could sink murder investigation
28 January 2025
idtechwire.com
Cleveland Judge Excludes Facial Recognition Evidence in Murder Case
29 January 2025
cleveland
Northeast Ohio police have access to AI-powered facial recognition. Here's one of the area's first policies in using it
29 January 2025
Oct 2025Austrian Privacy Group Files Criminal Complaint Against Clearview AI for GDPR ViolationsAllegedPrivacy and surveillanceEconomic TimesEurActiv.comTheRegister.comOct 2025UK Tribunal Reinstates Β£7.5m GDPR Fine Against Clearview AI for Unlawful Facial RecognitionConfirmedPrivacy and surveillanceWiredGovBiometric UpdateInfosecurity Magazine+2Oct 2025CBP deploys Clearview AI facial recognition system for tactical targetingConfirmedPrivacy and surveillanceWiredWRALSep 2025ICE expands surveillance technology targeting immigrants and activistsConfirmedPrivacy and surveillanceThe IndependentThe Seattle TimesMar 2025Clearview AI settles class-action privacy lawsuit for $50 millionConfirmedPrivacy and surveillanceReuterstherecord.mediaInternational Comparative Legal Guides International Business Reports