{
  "id": "AIBD-0227",
  "title": "ZeroEyes detection at Hobbs' Del Norte Pool lot leads police to people firing at clays near a street; one charged",
  "summary": "On 30 November 2023 ZeroEyes alerted Hobbs police to a gun on a camera at Del Norte Pool's lot; officers detained people shooting clays near a street and charged one, per the police chief.",
  "date_observed": "2023-11-30",
  "date_basis": "unassessed",
  "date_precision": "unassessed",
  "benefit_status": null,
  "source_collection": null,
  "source_entry": null,
  "account": "The Odessa American (reproduced by GovTech) reports, from a ZeroEyes news release, on an alert at 6:35 p.m. MDT on 30 November 2023. ZeroEyes alerted the Hobbs Police Department and the Eagle I.C. dispatch center. A gun had been detected on a security camera in Del Norte Pool's parking lot. Those involved were shooting sporting clays close to North Grimes Street. Responding officers detained them and charges were filed against one. Hobbs Police Chief August Fons is quoted saying detection and rapid human verification helped stop the activity before anyone was hurt. Lubbock Lights later reported ZeroEyes co-founder Sam Alaimo showing images from the incident. He said it resulted in an arrest with no one hurt and listed the City of Hobbs and its school system among local clients. No court record is among the sources.",
  "category": "protective response",
  "unexpected": false,
  "purpose": "Detect visible firearms in existing security-camera feeds, verify with human analysts and alert police within seconds to reduce response times to potential shootings.",
  "system": "ZeroEyes AI gun detection",
  "model_version": null,
  "developer": "ZeroEyes",
  "deployer": "City of Hobbs / Hobbs Police Department",
  "location": "Hobbs, United States",
  "domain": "Public safety / weapons detection",
  "segment": "Government",
  "benefit_type": "Reduced Violence",
  "taxonomy_note": null,
  "registry_ids": {},
  "ratings": [
    {
      "group": "societal",
      "depth": 2,
      "reason": "Unlawful shooting near a public street was interrupted and a charge filed, per the police chief as quoted in the vendor release."
    },
    {
      "group": "personal",
      "depth": null,
      "reason": "No individual beneficiary or averted injury is documented."
    }
  ],
  "ai_role": {
    "status": "assessed",
    "statement": "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."
  },
  "evidence": [
    {
      "kind": "press release",
      "citation": "Odessa American via GovTech (Tribune Content Agency), 9 Feb 2024, reproducing a ZeroEyes news release",
      "title": "AI Gun Detection System Leads to Charges in New Mexico",
      "url": "https://www.govtech.com/public-safety/ai-gun-detection-system-leads-to-charges-in-new-mexico",
      "date": "2024-02-09",
      "written_by": "makers",
      "quote": "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,"
    },
    {
      "kind": "news report",
      "citation": "James Clark, Lubbock Lights, 26 Feb 2024",
      "title": "UMC, Hobbs using technology to spot guns, prevent tragedies",
      "url": "https://lubbocklights.com/umc-hobbs-using-technology-to-spot-guns-prevent-tragedies/",
      "date": "2024-02-26",
      "written_by": "independent",
      "quote": "Alaimo said the case resulted in an arrest and no one was hurt."
    }
  ],
  "replication": {
    "produced_by": [
      "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"
    ],
    "must_hold": [
      "Camera coverage of the location",
      "Officers available to respond while the activity continues"
    ],
    "echoes": [
      {
        "date": "2026-05-02",
        "setting": "Florida State University parking garage; arrest on four charges per court documents",
        "model_version": null,
        "outcome": "recurred",
        "source": "https://www.wctv.tv/2026/05/04/court-documents-19-year-old-arrested-after-brandishing-weapon-fsu-parking-garage-early-saturday-morning/"
      }
    ]
  },
  "paired_incident": null,
  "headline": "ZeroEyes alert sends Hobbs police to clay shooters, one charged",
  "metric": "charges were filed against one",
  "comparator": {
    "against": "unmonitored security cameras before ZeroEyes, as described by Hobbs Police Chief August Fons",
    "before": "In the past, something like this would have been missed entirely.",
    "after": "helped us stop this dangerous activity before anybody was hurt",
    "basis": "assumed",
    "quote": "\"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,\" Hobbs Police Chief August Fons said in a news release. \"In the past, something like this would have been missed entirely. We absolutely cannot have our citizens illegally firing guns in a public area, where anybody could walk by and get injured or even killed.\"",
    "url": "https://www.govtech.com/public-safety/ai-gun-detection-system-leads-to-charges-in-new-mexico"
  },
  "later": {
    "status": "persisted",
    "date": "2024-02-26",
    "note": "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.",
    "quote": "Alaimo said the case resulted in an arrest and no one was hurt.",
    "url": "https://lubbocklights.com/umc-hobbs-using-technology-to-spot-guns-prevent-tragedies/"
  },
  "value": null,
  "developer_country": "United States",
  "deployer_country": "United States",
  "unrated_because": null,
  "brief_notes": null,
  "brief": null,
  "revisions": [
    {
      "date": "2026-10-20",
      "change": "Record drafted from the cited sources.",
      "source": null,
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Added what the benefit is measured against, what happened since from the cited sources.",
      "source": "https://www.govtech.com/public-safety/ai-gun-detection-system-leads-to-charges-in-new-mexico; https://lubbocklights.com/umc-hobbs-using-technology-to-spot-guns-prevent-tragedies/",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Benefit type set to Reduced Violence under Trustible's full taxonomy of 23 types; it was Improved Organizational Efficiency among the six first used.",
      "source": "https://trustible.ai/post/a-framework-for-measuring-the-benefits-of-ai/",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Country of the developer and the deployer added from the organization's own site or a registry.",
      "source": "https://zeroeyes.com/contact/; https://en.wikipedia.org/wiki/Hobbs,_New_Mexico",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Prose pass: account, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.",
      "source": null,
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Notes about which sources could be read were reworded for readers; facts, figures and quotations unchanged.",
      "source": null,
      "editor": "AIBD"
    }
  ],
  "confidence": "reported",
  "shade": "medium",
  "claim_status": "Independently reported",
  "claim_basis": "Sources: one independent news report and the makers' press release. The cited evidence includes no independent study or report and no finding by a regulator or court.",
  "profile": {
    "case_id": "AIBD-0227",
    "catalog_version": "1.0.0",
    "source_fingerprint": "9a3fc9504130dffca7bb707cdfc8af164452c9df397b9b1b5329ba11fa148f94",
    "collection_refs": [
      {
        "collection_id": "aibd",
        "version": "snapshot-8bf7cfec9cb185aa"
      },
      {
        "collection_id": "aibd",
        "version": "2026-10-25"
      },
      {
        "collection_id": "adyt",
        "version": "2026-10-25"
      },
      {
        "collection_id": "chanticleer",
        "version": "2026-10-25"
      }
    ],
    "source_ids": [
      "AIBD-0227-source-0001",
      "AIBD-0227-source-0002"
    ],
    "families": {
      "strategic assessments": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "record_ids": []
      },
      "evaluations": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "record_ids": []
      },
      "monetary observations": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "record_ids": []
      },
      "institutional decisions": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "record_ids": []
      }
    },
    "fields": {
      "actors[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "developer": "ZeroEyes",
            "deployer": "City of Hobbs / Hobbs Police Department"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "developer",
            "deployer"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "actors[].ownership_control": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "ai_contribution": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ai_role": {
              "status": "assessed",
              "statement": "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."
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ai_role"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "ai_relationship": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "category": "protective response",
            "ai_role": {
              "status": "assessed",
              "statement": "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."
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ai_role",
            "category"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "assessments[].alternatives": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "assessments[].assessor_date": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "assessments[].depth": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "societal",
                "depth": 2,
                "reason": "Unlawful shooting near a public street was interrupted and a charge filed, per the police chief as quoted in the vendor release."
              },
              {
                "group": "personal",
                "reason": "No individual beneficiary or averted injury is documented."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ratings"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "assessments[].display_confidence": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "confidence": "medium",
            "evidence_word": "reported",
            "claim_status": "Independently reported",
            "basis": "Sources: one independent news report and the makers' press release. The cited evidence includes no independent study or report and no finding by a regulator or court.",
            "interpretation": "Existing display rule preserved; the richer outcome-specific confidence question still needs review."
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Derived from the existing case display properties; not a new evidentiary judgment.",
          "record_fields": [],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "assessments[].rationale": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "societal",
                "depth": 2,
                "reason": "Unlawful shooting near a public street was interrupted and a charge filed, per the police chief as quoted in the vendor release."
              },
              {
                "group": "personal",
                "reason": "No individual beneficiary or averted injury is documented."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ratings"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "assessments[].rubric_version": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "assessments[].status_basis": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "assessments[].target": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "societal",
                "depth": 2,
                "reason": "Unlawful shooting near a public street was interrupted and a charge filed, per the police chief as quoted in the vendor release."
              },
              {
                "group": "personal",
                "reason": "No individual beneficiary or averted injury is documented."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ratings"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "availability": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "brief": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "case_kind": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "case_links[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "claims[].evidence_links": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "claims[].evidence_strength": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "claims[].missingness": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "claims[].proposition": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "cross_border_flows[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "decisions[].action_outcome": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "institutional decisions"
      },
      "decisions[].grounds": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "institutional decisions"
      },
      "decisions[].institution_task": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "institutional decisions"
      },
      "decisions[].success_criterion": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "institutional decisions"
      },
      "deployment_stage": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "economics[].amount": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "economics[].costs[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "economics[].counterfactual": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "economics[].currency_price_basis": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "economics[].gross_net": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "economics[].measure_type": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "economics[].period_unit": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "economics[].realization": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "economics[].recipient_payer": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "economics[].return_payback": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "economics[].valuation_method": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "monetary observations"
      },
      "evaluations[].ai_uplift": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].comparator": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].design": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].effect": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].exposure": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].id": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].measurement_method": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].metric": {
        "state": "not_assessed",
        "provenance": {
          "kind": "legacy_record",
          "basis": "Mapped from the existing case description without a new external source review.",
          "record_fields": [
            "metric"
          ],
          "source_refs": []
        },
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations",
        "display": {
          "answer": "charges were filed against one",
          "editor_note": ""
        }
      },
      "evaluations[].reproduction_materials": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].setting_sample": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].uncertainty_limitations": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "external_references[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "follow_up[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "later": {
              "status": "persisted",
              "date": "2024-02-26",
              "note": "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.",
              "quote": "Alaimo said the case resulted in an arrest and no one was hurt.",
              "url": "https://lubbocklights.com/umc-hobbs-using-technology-to-spot-guns-prevent-tragedies/"
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "later"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "human_oversight": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "id": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "id": "AIBD-0227"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "id"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "infrastructure_dependencies[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].beneficiaries": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].beneficiary_count": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].benefit_type": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "benefit_type": "Reduced Violence"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "benefit_type"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].claim": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "account": "The Odessa American (reproduced by GovTech) reports, from a ZeroEyes news release, on an alert at 6:35 p.m. MDT on 30 November 2023. ZeroEyes alerted the Hobbs Police Department and the Eagle I.C. dispatch center. A gun had been detected on a security camera in Del Norte Pool's parking lot. Those involved were shooting sporting clays close to North Grimes Street. Responding officers detained them and charges were filed against one. Hobbs Police Chief August Fons is quoted saying detection and rapid human verification helped stop the activity before anyone was hurt. Lubbock Lights later reported ZeroEyes co-founder Sam Alaimo showing images from the incident. He said it resulted in an arrest with no one hurt and listed the City of Hobbs and its school system among local clients. No court record is among the sources.",
            "benefit_type": "Reduced Violence"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "account",
            "benefit_type"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].distribution": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].duration": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].id": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].stakeholder_group": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "societal",
                "depth": 2,
                "reason": "Unlawful shooting near a public street was interrupted and a charge filed, per the police chief as quoted in the vendor release."
              },
              {
                "group": "personal",
                "reason": "No individual beneficiary or averted injury is documented."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ratings"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].status": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].tradeoffs": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].unexpected": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "unexpected": false,
            "purpose": "Detect visible firearms in existing security-camera feeds, verify with human analysts and alert police within seconds to reduce response times to potential shootings."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "unexpected",
            "purpose"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "places[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "location": "Hobbs, United States",
            "developer_country": "United States",
            "deployer_country": "United States"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "location",
            "developer_country",
            "deployer_country"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "purpose": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "purpose": "Detect visible firearms in existing security-camera feeds, verify with human analysts and alert police within seconds to reduce response times to potential shootings."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "purpose"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "record_dates": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "date_observed": "2023-11-30",
            "revisions": [
              {
                "date": "2026-10-20",
                "change": "Record drafted from the cited sources.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Added what the benefit is measured against, what happened since from the cited sources.",
                "source": "https://www.govtech.com/public-safety/ai-gun-detection-system-leads-to-charges-in-new-mexico; https://lubbocklights.com/umc-hobbs-using-technology-to-spot-guns-prevent-tragedies/",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Benefit type set to Reduced Violence under Trustible's full taxonomy of 23 types; it was Improved Organizational Efficiency among the six first used.",
                "source": "https://trustible.ai/post/a-framework-for-measuring-the-benefits-of-ai/",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Country of the developer and the deployer added from the organization's own site or a registry.",
                "source": "https://zeroeyes.com/contact/; https://en.wikipedia.org/wiki/Hobbs,_New_Mexico",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Prose pass: account, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Notes about which sources could be read were reworded for readers; facts, figures and quotations unchanged.",
                "editor": "AIBD"
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "date_observed",
            "revisions"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "replication.attempts[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "replication": {
              "produced_by": [
                "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"
              ],
              "must_hold": [
                "Camera coverage of the location",
                "Officers available to respond while the activity continues"
              ],
              "echoes": [
                {
                  "date": "2026-05-02",
                  "setting": "Florida State University parking garage; arrest on four charges per court documents",
                  "outcome": "recurred",
                  "source": "https://www.wctv.tv/2026/05/04/court-documents-19-year-old-arrested-after-brandishing-weapon-fsu-parking-garage-early-saturday-morning/"
                }
              ]
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "replication.conditions": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "replication": {
              "produced_by": [
                "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"
              ],
              "must_hold": [
                "Camera coverage of the location",
                "Officers available to respond while the activity continues"
              ],
              "echoes": [
                {
                  "date": "2026-05-02",
                  "setting": "Florida State University parking garage; arrest on four charges per court documents",
                  "outcome": "recurred",
                  "source": "https://www.wctv.tv/2026/05/04/court-documents-19-year-old-arrested-after-brandishing-weapon-fsu-parking-garage-early-saturday-morning/"
                }
              ]
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "revision_history[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "revisions": [
              {
                "date": "2026-10-20",
                "change": "Record drafted from the cited sources.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Added what the benefit is measured against, what happened since from the cited sources.",
                "source": "https://www.govtech.com/public-safety/ai-gun-detection-system-leads-to-charges-in-new-mexico; https://lubbocklights.com/umc-hobbs-using-technology-to-spot-guns-prevent-tragedies/",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Benefit type set to Reduced Violence under Trustible's full taxonomy of 23 types; it was Improved Organizational Efficiency among the six first used.",
                "source": "https://trustible.ai/post/a-framework-for-measuring-the-benefits-of-ai/",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Country of the developer and the deployer added from the organization's own site or a registry.",
                "source": "https://zeroeyes.com/contact/; https://en.wikipedia.org/wiki/Hobbs,_New_Mexico",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Prose pass: account, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Notes about which sources could be read were reworded for readers; facts, figures and quotations unchanged.",
                "editor": "AIBD"
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "revisions"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sector": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "domain": "Public safety / weapons detection",
            "segment": "Government"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "domain",
            "segment"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].access_version": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "sources[].citation_locator": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "evidence": [
              {
                "kind": "press release",
                "citation": "Odessa American via GovTech (Tribune Content Agency), 9 Feb 2024, reproducing a ZeroEyes news release",
                "title": "AI Gun Detection System Leads to Charges in New Mexico",
                "url": "https://www.govtech.com/public-safety/ai-gun-detection-system-leads-to-charges-in-new-mexico",
                "date": "2024-02-09",
                "written_by": "makers",
                "quote": "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,"
              },
              {
                "kind": "news report",
                "citation": "James Clark, Lubbock Lights, 26 Feb 2024",
                "title": "UMC, Hobbs using technology to spot guns, prevent tragedies",
                "url": "https://lubbocklights.com/umc-hobbs-using-technology-to-spot-guns-prevent-tragedies/",
                "date": "2024-02-26",
                "written_by": "independent",
                "quote": "Alaimo said the case resulted in an arrest and no one was hurt."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "evidence"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].id": {
        "state": "value_present",
        "value": {
          "kind": "identifiers",
          "identifiers": [
            "AIBD-0227-source-0001",
            "AIBD-0227-source-0002"
          ],
          "role": "Existing evidence items, in their original order"
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Stable within the fingerprinted record version; no source content or source review has been added.",
          "record_fields": [],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "complete"
      },
      "sources[].language": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "sources[].relationship": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "evidence": [
              {
                "kind": "press release",
                "citation": "Odessa American via GovTech (Tribune Content Agency), 9 Feb 2024, reproducing a ZeroEyes news release",
                "title": "AI Gun Detection System Leads to Charges in New Mexico",
                "url": "https://www.govtech.com/public-safety/ai-gun-detection-system-leads-to-charges-in-new-mexico",
                "date": "2024-02-09",
                "written_by": "makers",
                "quote": "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,"
              },
              {
                "kind": "news report",
                "citation": "James Clark, Lubbock Lights, 26 Feb 2024",
                "title": "UMC, Hobbs using technology to spot guns, prevent tragedies",
                "url": "https://lubbocklights.com/umc-hobbs-using-technology-to-spot-guns-prevent-tragedies/",
                "date": "2024-02-26",
                "written_by": "independent",
                "quote": "Alaimo said the case resulted in an arrest and no one was hurt."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "evidence"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].upstream_sources": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "strategic_assessments[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "strategic assessments"
      },
      "summary": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "summary": "On 30 November 2023 ZeroEyes alerted Hobbs police to a gun on a camera at Del Norte Pool's lot; officers detained people shooting clays near a street and charged one, per the police chief.",
            "account": "The Odessa American (reproduced by GovTech) reports, from a ZeroEyes news release, on an alert at 6:35 p.m. MDT on 30 November 2023. ZeroEyes alerted the Hobbs Police Department and the Eagle I.C. dispatch center. A gun had been detected on a security camera in Del Norte Pool's parking lot. Those involved were shooting sporting clays close to North Grimes Street. Responding officers detained them and charges were filed against one. Hobbs Police Chief August Fons is quoted saying detection and rapid human verification helped stop the activity before anyone was hurt. Lubbock Lights later reported ZeroEyes co-founder Sam Alaimo showing images from the incident. He said it resulted in an arrest with no one hurt and listed the City of Hobbs and its school system among local clients. No court record is among the sources."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "summary",
            "account"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "systems[].autonomy_permissions": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].component_role": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].deployment_configuration": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].inputs_outputs": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].model_name": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].model_version": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].product_name": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "system": "ZeroEyes AI gun detection"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "system"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "systems[].provider": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "application_developer": "ZeroEyes"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Mapped from the existing case description without a new external source review.",
          "record_fields": [
            "developer"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "taxonomy_crosswalks[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "title": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "title": "ZeroEyes detection at Hobbs' Del Norte Pool lot leads police to people firing at clays near a street; one charged",
            "headline": "ZeroEyes alert sends Hobbs police to clay shooters, one charged"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "title",
            "headline"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "version": {
        "state": "value_present",
        "value": {
          "kind": "identifiers",
          "identifiers": [
            "9a3fc9504130dffca7bb707cdfc8af164452c9df397b9b1b5329ba11fa148f94"
          ],
          "role": "SHA-256 of normalized original case data"
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Deterministic content version assigned by the local migration.",
          "record_fields": [],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "complete"
      },
      "workflow": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "account": "The Odessa American (reproduced by GovTech) reports, from a ZeroEyes news release, on an alert at 6:35 p.m. MDT on 30 November 2023. ZeroEyes alerted the Hobbs Police Department and the Eagle I.C. dispatch center. A gun had been detected on a security camera in Del Norte Pool's parking lot. Those involved were shooting sporting clays close to North Grimes Street. Responding officers detained them and charges were filed against one. Hobbs Police Chief August Fons is quoted saying detection and rapid human verification helped stop the activity before anyone was hurt. Lubbock Lights later reported ZeroEyes co-founder Sam Alaimo showing images from the incident. He said it resulted in an arrest with no one hurt and listed the City of Hobbs and its school system among local clients. No court record is among the sources.",
            "replication": {
              "produced_by": [
                "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"
              ],
              "must_hold": [
                "Camera coverage of the location",
                "Officers available to respond while the activity continues"
              ],
              "echoes": [
                {
                  "date": "2026-05-02",
                  "setting": "Florida State University parking garage; arrest on four charges per court documents",
                  "outcome": "recurred",
                  "source": "https://www.wctv.tv/2026/05/04/court-documents-19-year-old-arrested-after-brandishing-weapon-fsu-parking-garage-early-saturday-morning/"
                }
              ]
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "account",
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      }
    },
    "summary": {
      "total": 91,
      "addressed": 91,
      "known": 29,
      "reviewed": 0,
      "record_mapped": 29,
      "not_assessed": 62,
      "complete": false,
      "by_state": {
        "value_present": 29,
        "not_reported": 0,
        "unresolved": 0,
        "not_assessed": 62,
        "not_applicable": 0,
        "withheld": 0,
        "source_unavailable": 0
      }
    }
  }
}
