{
  "schema_version": "1.0",
  "catalog_version": "1.0.0",
  "collections": [
    {
      "collection_id": "aibd",
      "version": "snapshot-8bf7cfec9cb185aa",
      "catalog_version": "1.0.0",
      "fields": {
        "collections[].ascertainment": {
          "state": "not_assessed",
          "review_state": "not_assessed",
          "coverage": "partial"
        },
        "collections[].capture_cadence": {
          "state": "not_assessed",
          "review_state": "not_assessed",
          "coverage": "partial"
        },
        "collections[].comparison_denominators": {
          "state": "not_assessed",
          "review_state": "not_assessed",
          "coverage": "partial"
        },
        "collections[].counting_rules": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "One case per existing AIBD ID. Multiple supporting sources do not create additional cases. These counts do not establish a population success rate."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Counting convention assigned for this preserved AIBD snapshot; search coverage and exposure denominators remain unassessed.",
            "record_fields": [],
            "source_refs": []
          },
          "review_state": "record_mapped",
          "coverage": "complete"
        },
        "collections[].coverage_limits": {
          "state": "not_assessed",
          "review_state": "not_assessed",
          "coverage": "partial"
        },
        "collections[].scope": {
          "state": "not_assessed",
          "review_state": "not_assessed",
          "coverage": "partial"
        }
      }
    },
    {
      "collection_id": "aibd",
      "version": "2026-10-25",
      "catalog_version": "1.0.0",
      "fields": {
        "collections[].scope": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Reported and intended benefits of AI, including individual experiences, experiments, and deployments. The collection also retains proposals, disputed findings, and uses whose contribution from AI remains unresolved."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].ascertainment": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Candidates came from searches by subject, source citations, and reviews of the ITU AI for Good publication and the Local Government Association case-study bank. The retained research files do not provide a complete log of queries, search dates, languages, or rejected search results."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].counting_rules": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "One entry per AIBD identifier. Several sources about the same benefit remain together. Studies, individual experiences, and aggregate reports all occur in the database; an entry count is therefore not a count of people or deployments."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].coverage_limits": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "The collection is selective. Countries, languages, and sectors were not sampled uniformly, and the total number of eligible benefits is unknown. Intended benefits, contested findings, and unfavorable results may appear. Source availability affects what can be assessed."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].capture_cadence": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Entries are added or revised as research proceeds. Revision histories identify changes to an entry; individual source reviews have their own dates. There is no fixed refresh interval for every entry."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].comparison_denominators": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "The count describes entries in AIBD. It is not a success rate: the database does not enumerate every deployment, attempted use, or person exposed to AI."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        }
      }
    },
    {
      "collection_id": "fructus",
      "version": "2026-10-25",
      "catalog_version": "1.0.0",
      "fields": {
        "collections[].scope": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Monetary statements attached to AIBD entries. Published statements require a checked primary source or primary-source excerpt, a supported connection to AI, and a matching entry. Value created or saved and money paid are shown separately."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].ascertainment": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Candidates were drawn from monetary figures in AIBD and reviewed against their sources. Unresolved candidates and contextual amounts remain in separate review lists. Their presence there does not qualify them for the published collection."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].counting_rules": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "The headline count is the number of published monetary statements, not the number of AIBD entries. One statement may contain several amounts. A converted or source-equivalent amount is another expression of the same amount, not additional value."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].coverage_limits": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Payments, savings, avoided losses, and modeled values have different boundaries. The collection does not estimate the total economic benefit of AI. A payment connected to an AI-assisted project does not establish how much value AI created."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].capture_cadence": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Publication follows source review. Pending candidates and contextual amounts retain separate statuses. Currency conversions use the exchange-rate dates shown with the amounts; they are not live quotations."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].comparison_denominators": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Each monetary statement retains its own period, unit, recipients, and accounting boundary. The amounts are not summed across entries. Missing costs or counterfactuals prevent a net-benefit or return calculation unless separately established."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        }
      }
    },
    {
      "collection_id": "querist",
      "version": "2026-10-25",
      "catalog_version": "1.0.0",
      "fields": {
        "collections[].scope": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "AIBD entries with court or regulator material, legal proceedings, challenges, reversals, or withdrawals. Inclusion identifies scrutiny; it does not mean that a court or regulator confirmed an AI benefit."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].ascertainment": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Selection uses the source types and later developments recorded in AIBD. Identified trial registrations, catalog entries, and reposts that do not establish substantive scrutiny are excluded. A reviewed regulator announcement can document a decision."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].counting_rules": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Each AIBD identifier counts once in this collection. Several sources or beneficiary groups do not create additional entries. Collections overlap, so their counts cannot be added."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].coverage_limits": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "This is a view of AIBD, not a comprehensive register of litigation, approvals, or adverse findings. The underlying legal document may concern a drug, organization, or outcome rather than the AI system itself."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].capture_cadence": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Membership is recalculated when the site is published. The evidence is reviewed separately; a new publication of the site does not mean that every source was checked again."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].comparison_denominators": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "The count describes entries in AIBD. It is not a success rate: the database does not enumerate every deployment, attempted use, or person exposed to AI."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        }
      }
    },
    {
      "collection_id": "viator",
      "version": "2026-10-25",
      "catalog_version": "1.0.0",
      "fields": {
        "collections[].scope": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "AIBD entries in which at least one recorded case jurisdiction differs from the developer's jurisdiction. Entries can involve several case jurisdictions."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].ascertainment": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Selection compares the developer country with the countries identified in the recorded location. Country aliases are normalized. An unknown developer jurisdiction or an unresolved case location cannot establish a cross-border relationship."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].counting_rules": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Each AIBD identifier counts once in this collection. Several sources or beneficiary groups do not create additional entries. Collections overlap, so their counts cannot be added."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].coverage_limits": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "A difference between jurisdictions does not establish a cross-border transfer of data, computing, funding, or ownership. The view depends on the geographic information recorded in AIBD and may omit deployments whose locations remain unresolved."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].capture_cadence": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Membership is recalculated when the site is published. The evidence is reviewed separately; a new publication of the site does not mean that every source was checked again."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].comparison_denominators": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "The count describes entries in AIBD. It is not a success rate: the database does not enumerate every deployment, attempted use, or person exposed to AI."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        }
      }
    },
    {
      "collection_id": "adyt",
      "version": "2026-10-25",
      "catalog_version": "1.0.0",
      "fields": {
        "collections[].scope": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "AIBD entries classified as a specific harm prevented or a protective response. A protective response can qualify even when prevention has not been demonstrated."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].ascertainment": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Selection follows the two protective categories assigned in AIBD. The collection retains the recorded comparison as measured, assumed, or undocumented."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].counting_rules": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Each AIBD identifier counts once in this collection. Several sources or beneficiary groups do not create additional entries. Collections overlap, so their counts cannot be added."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].coverage_limits": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "A warning, intervention, or repair does not by itself prove that harm would otherwise have occurred. The records retain that distinction and any reported costs or harms. The collection is not an inventory of every safeguard in use."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].capture_cadence": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Membership is recalculated when the site is published. The evidence is reviewed separately; a new publication of the site does not mean that every source was checked again."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].comparison_denominators": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "The count describes entries in AIBD. It is not a success rate: the database does not enumerate every deployment, attempted use, or person exposed to AI."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        }
      }
    },
    {
      "collection_id": "chanticleer",
      "version": "2026-10-25",
      "catalog_version": "1.0.0",
      "fields": {
        "collections[].scope": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Security, threat detection, and the operation of essential services. Topics include cybersecurity, defense and borders, energy and water, disasters, public and environmental security, financial security, and communications and transport."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].ascertainment": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Entries were selected individually from AIBD according to their purpose and the activity described. Membership is explicit; a passing mention of security or a threat does not qualify an entry."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "partial"
        },
        "collections[].counting_rules": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Each AIBD identifier counts once in this collection. Several sources or beneficiary groups do not create additional entries. Collections overlap, so their counts cannot be added."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].coverage_limits": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "The collection describes reported or intended uses. Inclusion does not endorse an operation or establish that its benefits outweighed its harms. Evidence about prevention, proportionality, and affected people varies by entry."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].capture_cadence": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "Membership is recalculated when the site is published. The evidence is reviewed separately; a new publication of the site does not mean that every source was checked again."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        },
        "collections[].comparison_denominators": {
          "state": "value_present",
          "value": {
            "kind": "text",
            "text": "The count describes entries in AIBD. It is not a success rate: the database does not enumerate every deployment, attempted use, or person exposed to AI."
          },
          "provenance": {
            "kind": "curatorial",
            "basis": "Reviewed against the published admission rules, retained research files, collection selectors, and monetary eligibility rules on October 25, 2026.",
            "record_fields": [
              "source_collection",
              "category",
              "evidence",
              "later_status",
              "developer_country",
              "location"
            ],
            "source_refs": [],
            "reviewed_on": "2026-10-25"
          },
          "review_state": "reviewed",
          "coverage": "complete"
        }
      }
    }
  ]
}