AI system
- System
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ZeroEyes AI gun detection
- Model
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Not assessed
- Release
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Not assessed
- Application developer
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ZeroEyes - Role
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Not assessed
- Configuration
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Not assessed
- Inputs and outputs
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Not assessed
- Autonomy
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Not assessed
- Workflow
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A gun visible to a municipal security camera connected to the detector. Human verification at the vendor's operations center. Dispatch integration with the local police department.
- Human oversight
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Not assessed
- Relation to AI
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The chain (AI detection, human verification, dispatch) is described only in ZeroEyes' release and the vendor's later interview. The chief's endorsement is quoted in that release. No police report, court filing or independent reporter observation is among the sources. The AI's necessity (whether anyone else reported the shooting) is thus undocumented.
- AI contribution
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The chain (AI detection, human verification, dispatch) is described only in ZeroEyes' release and the vendor's later interview. The chief's endorsement is quoted in that release. No police report, court filing or independent reporter observation is among the sources. The AI's necessity (whether anyone else reported the shooting) is thus undocumented.
Benefits
- Outcome identifiers
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Not assessed
- Benefit
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charges were filed against one
- Category
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Reduced Violence
- Status
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Not assessed
- Beneficiary groups
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Society. People.
- Beneficiaries
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Not assessed
- Reach
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Not assessed
- Distribution and access
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Not assessed
- Duration
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Not assessed
- Expected?
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Yes
- Costs and harms
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Not assessed
Measurement
- Studies
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Not assessed
- Study design
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Not assessed
- Measurement
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Not assessed
- Setting and sample
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Not assessed
- Measures
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charges were filed against one
- Comparison
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Assumed alternative: unmonitored security cameras before ZeroEyes, as described by Hobbs Police Chief August Fons
- Results
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Assumed comparison. Reference: In the past, something like this would have been missed entirely. Result: helped us stop this dangerous activity before anybody was hurt.
- Additional value from AI
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Not assessed
- Limitations
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Not assessed
- Denominators
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Not assessed
- Materials for replication
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Not assessed
Money
- Kind of value
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Not assessed
- Amount
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Not assessed
- Currency and prices
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Not assessed
- Period and unit
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Not assessed
- Realization
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Not assessed
- Recipients and payers
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Not assessed
- Gross or net
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Not assessed
- Included costs
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Not assessed
- Comparison
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Not assessed
- Method
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Not assessed
- Return and payback
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Not assessed
People and places
- Participants
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Developer:
ZeroEyes. Operator: City of Hobbs / Hobbs Police Department. - Jurisdictions
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Benefit: Hobbs,
United States. Developer:
United States. Operator:
United States. - Ownership and control
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Not assessed
- Dependencies
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Not assessed
- Cross-border connections
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Not assessed
- Geopolitical implications
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Not assessed
Follow-up
- Conditions for replication
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Camera coverage of the location. Officers available to respond while the activity continues.
- Replication attempts
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1 follow-up entries. Benefit recurred: 1.
- Later findings
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26 February 2024. ZeroEyes co-founder Sam Alaimo later showed images from the Hobbs incident and said the case ended in an arrest with no one hurt, listing the City of Hobbs and its school system among local clients.
- Availability
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Not assessed
- Institutional decision
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Not assessed
- Grounds
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Not assessed
- Action and result
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Not assessed
- Success criterion
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Not assessed
Evidence
- Source numbers
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AIBD-0227-source-0001–0002
- Citations
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Numbered references below.
- Language
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Not assessed
- Source relationships
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Developer, Independent
- Original evidence
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Not assessed
- Access and versions
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Not assessed
- Supported findings
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Not assessed
- Evidence links
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Not assessed
- Evidence strength
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Not assessed
- Missing evidence
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Not assessed
Grades
- Assessed benefits
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Society. People.
- Depth
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Society: 2. People: Not assessed.
- Reasons
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Society: Unlawful shooting near a public street was interrupted and a charge filed, per the police chief as quoted in the vendor release. People: No individual beneficiary or averted injury is documented.
- Observed or intended
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Not assessed
- Rubric
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Not assessed
- Assessor and date
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Not assessed
- Alternative assessments
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Not assessed
- Fill
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Independently reported
Entry details
- Kind
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Not assessed
- Related entries
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Not assessed
- Field
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Public safety / weapons detection. Government.
- Purpose
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Detect visible firearms in existing security-camera feeds, verify with human analysts and alert police within seconds to reduce response times to potential shootings.
- Dates
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Date basis unassessed: 2023 (precision unassessed). Updated: 21 October 2026.
- Stage
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Not assessed
- Version
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SHA-256: 9a3fc9504130…
References
- Other identifiers
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Not assessed
- Category mappings
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Not assessed
- Brief
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Not assessed
- Revisions
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6 revisions. Latest: 21 October 2026.
Sources
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News report Independent author
James Clark, Lubbock Lights, 26 Feb 2024
Alaimo said the case resulted in an arrest and no one was hurt.
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Press release Developer
My team and I were highly impressed with ZeroEyes' AI detection and rapid human verification, which helped us stop this dangerous activity before anybody was hurt,
Collections: Safeguards, Security and threat-watching.