NIST AI Risk Management Framework

{
  "id": "nist-ai-rmf",
  "numericId": null,
  "path": "/knowledge-base/responses/nist-ai-rmf/",
  "filePath": "knowledge-base/responses/nist-ai-rmf.mdx",
  "title": "NIST AI Risk Management Framework",
  "quality": 60,
  "readerImportance": 40,
  "researchImportance": 31,
  "tacticalValue": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Comprehensive analysis of NIST AI RMF showing 40-60% Fortune 500 adoption with implementation costs of \\$50K-\\$1M+ annually, but lacking quantitative evidence of actual risk reduction and inadequate coverage of frontier AI risks despite 2024-2025 updates.",
  "description": "US federal voluntary framework for managing AI risks, with 40-60% Fortune 500 adoption and influence on federal policy through Executive Orders, but lacking enforcement mechanisms or quantitative evidence of risk reduction",
  "ratings": {
    "focus": 7.5,
    "novelty": 3.2,
    "rigor": 4.8,
    "completeness": 8,
    "concreteness": 6.5,
    "actionability": 6,
    "objectivity": 4.5
  },
  "category": "responses",
  "subcategory": "legislation",
  "clusters": [
    "ai-safety",
    "governance"
  ],
  "metrics": {
    "wordCount": 4679,
    "tableCount": 17,
    "diagramCount": 2,
    "internalLinks": 0,
    "externalLinks": 7,
    "footnoteCount": 0,
    "bulletRatio": 0.09,
    "sectionCount": 44,
    "hasOverview": false,
    "structuralScore": 12
  },
  "suggestedQuality": 80,
  "updateFrequency": 7,
  "evergreen": true,
  "wordCount": 4679,
  "unconvertedLinks": [
    {
      "text": "COSAIS Concept Paper",
      "url": "https://csrc.nist.gov/projects/cosais",
      "resourceId": "d63d3ee303806c47",
      "resourceTitle": "NIST COSAIS Project"
    },
    {
      "text": "NIST workshops",
      "url": "https://www.ispartnersllc.com/blog/nist-ai-rmf-2025-updates-what-you-need-to-know-about-the-latest-framework-changes/",
      "resourceId": "9cee6973d2600801",
      "resourceTitle": "IS Partners: NIST AI RMF 2025 Updates"
    },
    {
      "text": "COSAIS First Public Draft",
      "url": "https://csrc.nist.gov/projects/cosais",
      "resourceId": "d63d3ee303806c47",
      "resourceTitle": "NIST COSAIS Project"
    }
  ],
  "unconvertedLinkCount": 3,
  "convertedLinkCount": 0,
  "backlinkCount": 6,
  "citationHealth": {
    "total": 28,
    "withQuotes": 21,
    "verified": 19,
    "accuracyChecked": 19,
    "accurate": 6,
    "inaccurate": 2,
    "avgScore": 0.9039522235592207
  },
  "hallucinationRisk": {
    "level": "medium",
    "score": 55,
    "factors": [
      "no-citations"
    ]
  },
  "entityType": "policy",
  "redundancy": {
    "maxSimilarity": 24,
    "similarPages": [
      {
        "id": "standards-bodies",
        "title": "AI Standards Bodies",
        "path": "/knowledge-base/responses/standards-bodies/",
        "similarity": 24
      },
      {
        "id": "responsible-scaling-policies",
        "title": "Responsible Scaling Policies",
        "path": "/knowledge-base/responses/responsible-scaling-policies/",
        "similarity": 21
      },
      {
        "id": "metr",
        "title": "METR",
        "path": "/knowledge-base/organizations/metr/",
        "similarity": 20
      },
      {
        "id": "colorado-ai-act",
        "title": "Colorado AI Act (SB 205)",
        "path": "/knowledge-base/responses/colorado-ai-act/",
        "similarity": 20
      },
      {
        "id": "voluntary-commitments",
        "title": "Voluntary Industry Commitments",
        "path": "/knowledge-base/responses/voluntary-commitments/",
        "similarity": 20
      }
    ]
  },
  "coverage": {
    "passing": 5,
    "total": 13,
    "targets": {
      "tables": 19,
      "diagrams": 2,
      "internalLinks": 37,
      "externalLinks": 23,
      "footnotes": 14,
      "references": 14
    },
    "actuals": {
      "tables": 17,
      "diagrams": 2,
      "internalLinks": 0,
      "externalLinks": 7,
      "footnotes": 0,
      "references": 8,
      "quotesWithQuotes": 21,
      "quotesTotal": 28,
      "accuracyChecked": 19,
      "accuracyTotal": 28
    },
    "items": {
      "llmSummary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "red",
      "tables": "amber",
      "diagrams": "green",
      "internalLinks": "red",
      "externalLinks": "amber",
      "footnotes": "red",
      "references": "amber",
      "quotes": "green",
      "accuracy": "amber"
    },
    "ratingsString": "N:3.2 R:4.8 A:6 C:8"
  },
  "readerRank": 377,
  "researchRank": 410,
  "recommendedScore": 161.86
}

No external links