CGRCC / requirement

Manage 4.2

REQ-4c87ce80a824e1809d2b · LEGACY_INTERPRETATION · source version a1d582a7fca4582a

AI governance owners should integrate continual improvements into AI updates

Meaning & implementation context

Catalog material requires organizational applicability review. Reported support, approval and maturity are statements from the source, not current enforcement verification.

Source Id: nist-ai-rmf-1
Control: Manage 4.2
Source Version: AI RMF 1.0 (2023)
Url: https://nvlpubs.nist.gov/nistpubs/ai/nist.ai.100-1.pdf
Actor: AI governance owners
Modality: should
Action: integrate
Object: continual improvements into AI updates
Condition: AI lifecycle and deployment context; voluntary framework outcome
Exception: Not recorded
Timing: Not recorded
Authority: voluntary
Jurisdiction: United States
Checked At: 2026-10-03
Status: interpretation-needs-review
Examples: { "meetsRule": "AI governance owners follows the recommendation to \"integrate\" for continual improvements into AI updates within these conditions: AI lifecycle and deployment context; voluntary framework outcome.", "doesNotMeetRule": "AI governance owners omits the recommended action \"integrate\" for continual improvements into AI updates. This is a recommendation gap, not by itself a statutory violation.", "outOfScope": "The actor, activity, jurisdiction, or applicability conditions in this source variant do not match." }

Source-reported relationships

1 associations retained with their original context.

SUPPORTED BY SOURCE REQUIREMENT · AIR-04690263D1@a422dc4de9c630fa

SOURCE_REPORTED_REVIEW_REQUIRED

{
  "sourceKey": "nist-ai-rmf-1@eeff9d803ee6",
  "locator": "Manage 4.2"
}

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Owner interpretation review

Append a catalog review decision. The source record remains immutable.

Review reason

Owner sign-in

Versioned CGRCC JSON

{
  "key": "REQ-4c87ce80a824e1809d2b@a1d582a7fca4582a",
  "id": "REQ-4c87ce80a824e1809d2b",
  "version": "a1d582a7fca4582a",
  "kind": "requirement",
  "lifecycle": "LEGACY_INTERPRETATION",
  "title": "Manage 4.2",
  "statement": "AI governance owners should integrate continual improvements into AI updates",
  "family": "Governance",
  "body": {
    "sourceId": "nist-ai-rmf-1",
    "control": "Manage 4.2",
    "sourceVersion": "AI RMF 1.0 (2023)",
    "url": "https://nvlpubs.nist.gov/nistpubs/ai/nist.ai.100-1.pdf",
    "actor": "AI governance owners",
    "modality": "should",
    "action": "integrate",
    "object": "continual improvements into AI updates",
    "condition": "AI lifecycle and deployment context; voluntary framework outcome",
    "exception": null,
    "timing": null,
    "authority": "voluntary",
    "jurisdiction": "United States",
    "checkedAt": "2026-10-03",
    "status": "interpretation-needs-review",
    "examples": {
      "meetsRule": "AI governance owners follows the recommendation to \"integrate\" for continual improvements into AI updates within these conditions: AI lifecycle and deployment context; voluntary framework outcome.",
      "doesNotMeetRule": "AI governance owners omits the recommended action \"integrate\" for continual improvements into AI updates. This is a recommendation gap, not by itself a statutory violation.",
      "outOfScope": "The actor, activity, jurisdiction, or applicability conditions in this source variant do not match."
    }
  },
  "versions": [
    {
      "version": "a1d582a7fca4582a",
      "key": "REQ-4c87ce80a824e1809d2b@a1d582a7fca4582a"
    }
  ],
  "provenance": [],
  "relationships": [
    {
      "id": "MAP-10ba643eb5849891c3f4cdee",
      "from": "AIR-04690263D1@a422dc4de9c630fa",
      "to": "REQ-4c87ce80a824e1809d2b@a1d582a7fca4582a",
      "kind": "SUPPORTED_BY_SOURCE_REQUIREMENT",
      "status": "SOURCE_REPORTED_REVIEW_REQUIRED",
      "body": {
        "sourceKey": "nist-ai-rmf-1@eeff9d803ee6",
        "locator": "Manage 4.2"
      },
      "fromKeys": [
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      "toKeys": [
        "REQ-4c87ce80a824e1809d2b@a1d582a7fca4582a"
      ],
      "resolution": "RESOLVED_REFERENCE_REVIEW_REQUIRED"
    }
  ]
}

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