Skip to content
Longterm Wiki

AI Governance & Policy (Overview)

governance-overviewPath: /knowledge-base/responses/governance-overview/
E822Entity ID (EID)
← Back to page1 backlinksQuality: 84Updated: 2026-04-20
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "governance-overview",
  "wikiId": "E822",
  "path": "/knowledge-base/responses/governance-overview/",
  "filePath": "knowledge-base/responses/governance-overview.mdx",
  "title": "AI Governance & Policy (Overview)",
  "quality": 84,
  "readerImportance": 78.5,
  "researchImportance": null,
  "tacticalValue": 92,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2026-04-20",
  "dateCreated": "2026-02-20",
  "summary": "Comprehensive reference overview of AI governance mechanisms across jurisdictions as of mid-2026, covering mandatory legislation, compute controls, international coordination, and industry self-regulation with specific enforcement details, penalty ranges, staffing figures, and documented circumvention cases. The page is well-sourced and relatively neutral but is fundamentally a compilation of existing frameworks with minimal original analysis, and has structural redundancies between Limitations and Key Tensions sections.",
  "description": "Overview of governance approaches to AI safety—legislation, compute governance, international coordination, and industry self-regulation—with enforcement details, measurable outcomes, and 2025–2026 developments across jurisdictions.",
  "ratings": {
    "focus": 8.5,
    "novelty": 4,
    "rigor": 6.5,
    "completeness": 8,
    "concreteness": 7.5,
    "actionability": 5.5,
    "objectivity": 7
  },
  "category": "responses",
  "subcategory": "governance",
  "clusters": [
    "ai-safety",
    "governance"
  ],
  "metrics": {
    "wordCount": 4005,
    "tableCount": 2,
    "diagramCount": 0,
    "internalLinks": 52,
    "externalLinks": 29,
    "footnoteCount": 16,
    "bulletRatio": 0.3,
    "sectionCount": 24,
    "hasOverview": true,
    "structuralScore": 14
  },
  "suggestedQuality": 93,
  "updateFrequency": null,
  "evergreen": true,
  "wordCount": 4005,
  "unconvertedLinks": [
    {
      "text": "EU AI Act Implementation Timeline",
      "url": "https://artificialintelligenceact.eu/implementation-timeline/",
      "resourceId": "0aa9d7ba294a35d9",
      "resourceTitle": "EU AI Act Implementation Timeline"
    },
    {
      "text": "European Artificial Intelligence Office, Wikipedia",
      "url": "https://en.wikipedia.org/wiki/European_Artificial_Intelligence_Office",
      "resourceId": "kb-462a846187eb3dbe",
      "resourceTitle": "European Artificial Intelligence Office - Wikipedia"
    },
    {
      "text": "European Commission, \"European AI Office\"",
      "url": "https://digital-strategy.ec.europa.eu/en/policies/ai-office",
      "resourceId": "f37ebc766aaa61d7",
      "resourceTitle": "EU AI Office - European Commission"
    },
    {
      "text": "AI Action Summit, Wikipedia",
      "url": "https://en.wikipedia.org/wiki/AI_Action_Summit",
      "resourceId": "201fdc6d92520b6c",
      "resourceTitle": "AI Action Summit - Wikipedia"
    },
    {
      "text": "TechPolicy.Press, \"At Paris AI Summit, US, EU, Other Nations Lay Out Divergent Goals\"",
      "url": "https://www.techpolicy.press/at-paris-ai-summit-us-eu-other-nations-lay-out-divergent-goals/",
      "resourceId": "5bb7cd947ebf5a8b",
      "resourceTitle": "At Paris AI Summit, US, EU, Other Nations Lay Out Divergent Goals"
    },
    {
      "text": "UK Government, \"Frontier AI Safety Commitments, AI Seoul Summit 2024\"",
      "url": "https://www.gov.uk/government/publications/frontier-ai-safety-commitments-ai-seoul-summit-2024/frontier-ai-safety-commitments-ai-seoul-summit-2024",
      "resourceId": "4487a62bbc1c45d6",
      "resourceTitle": "Seoul Frontier AI Safety Commitments"
    },
    {
      "text": "techUK, \"Key Outcomes of the AI Seoul Summit\"",
      "url": "https://www.techuk.org/resource/key-outcomes-of-the-ai-seoul-summit.html",
      "resourceId": "9f2ffd2569e88909",
      "resourceTitle": "Key Outcomes of the AI Seoul Summit"
    },
    {
      "text": "Governor Gavin Newsom, SB 1047 Veto Message",
      "url": "https://www.gov.ca.gov/wp-content/uploads/2024/09/SB-1047-Veto-Message.pdf",
      "resourceId": "604c3963cf77f0fe",
      "resourceTitle": "SB 1047 Veto Message"
    },
    {
      "text": "Office of Governor Newsom, \"Governor Newsom signs SB 53\"",
      "url": "https://www.gov.ca.gov/2025/09/29/governor-newsom-signs-sb-53-advancing-californias-world-leading-artificial-intelligence-industry/",
      "resourceId": "bf53f65297df2402",
      "resourceTitle": "Governor Newsom Signs SB 53, California Governor's Office"
    },
    {
      "text": "Biden White House, \"FACT SHEET: Biden-Harris Administration Secures Voluntary Commitments from Leading Artificial Intelligence Companies\"",
      "url": "https://bidenwhitehouse.archives.gov/briefing-room/statements-releases/2023/07/21/fact-sheet-biden-harris-administration-secures-voluntary-commitments-from-leading-artificial-intelligence-companies-to-manage-the-risks-posed-by-ai/",
      "resourceId": "a9468089fafed8cd",
      "resourceTitle": "White House AI commitments"
    },
    {
      "text": "Skadden, \"AI: Broad Biden Order Is Withdrawn, but Replacement Policies Are Yet To Be Drafted\"",
      "url": "https://www.skadden.com/insights/publications/executive-briefing/ai-broad-biden-order-is-withdrawn",
      "resourceId": "a59a0ec81a33ba3b",
      "resourceTitle": "Skadden Legal Analysis: Biden AI Executive Order Withdrawal"
    },
    {
      "text": "Framework Convention on Artificial Intelligence, Wikipedia",
      "url": "https://en.wikipedia.org/wiki/Framework_Convention_on_Artificial_Intelligence",
      "resourceId": "3fde8e78f6c1bca5",
      "resourceTitle": "Framework Convention on Artificial Intelligence - Wikipedia"
    },
    {
      "text": "White & Case, \"AI Watch: Global Regulatory Tracker – China\"",
      "url": "https://www.whitecase.com/insight-our-thinking/ai-watch-global-regulatory-tracker-china",
      "resourceId": "4a767e9d0b685f34",
      "resourceTitle": "China AI Regulatory Tracker"
    },
    {
      "text": "Montreal AI Ethics Institute, \"The Death of Canada's Artificial Intelligence and Data Act\"",
      "url": "https://montrealethics.ai/the-death-of-canadas-artificial-intelligence-and-data-act-what-happened-and-whats-next-for-ai-regulation-in-canada/",
      "resourceId": "4513a259cfc847a8",
      "resourceTitle": "Montreal AI Ethics Institute Analysis"
    },
    {
      "text": "CSIS, \"The Limits of Chip Export Controls in Meeting the China Challenge\"",
      "url": "https://www.csis.org/analysis/limits-chip-export-controls-meeting-china-challenge",
      "resourceId": "dfda5c53f10364b3",
      "resourceTitle": "The Limits of Chip Export Controls: Meeting the China Challenge"
    },
    {
      "text": "Federation of American Scientists, \"Can Preparedness Frameworks Pull Their Weight?\"",
      "url": "https://fas.org/publication/scaling-ai-safety/",
      "resourceId": "bf534eeba9c14113",
      "resourceTitle": "Can Preparedness Frameworks Pull Their Weight?"
    },
    {
      "text": "NIST, \"AI Risk Management Framework\"",
      "url": "https://www.nist.gov/itl/ai-risk-management-framework",
      "resourceId": "54dbc15413425997",
      "resourceTitle": "NIST AI Risk Management Framework"
    }
  ],
  "unconvertedLinkCount": 17,
  "convertedLinkCount": 0,
  "backlinkCount": 1,
  "hallucinationRisk": {
    "level": "medium",
    "score": 35,
    "factors": [
      "high-quality"
    ]
  },
  "redundancy": {
    "maxSimilarity": 21,
    "similarPages": [
      {
        "id": "us-executive-order",
        "title": "US Executive Order on Safe, Secure, and Trustworthy AI",
        "path": "/knowledge-base/responses/us-executive-order/",
        "similarity": 21
      },
      {
        "id": "ai-governance-effectiveness-analysis",
        "title": "AI Governance Effectiveness Analysis",
        "path": "/knowledge-base/models/ai-governance-effectiveness-analysis/",
        "similarity": 20
      },
      {
        "id": "international-summits",
        "title": "International AI Safety Summits",
        "path": "/knowledge-base/responses/international-summits/",
        "similarity": 20
      },
      {
        "id": "voluntary-ai-commitments-enforcement",
        "title": "Voluntary AI Commitments Enforcement",
        "path": "/knowledge-base/responses/voluntary-ai-commitments-enforcement/",
        "similarity": 20
      },
      {
        "id": "government-ai-actors-overview",
        "title": "Government AI Actors Overview",
        "path": "/knowledge-base/organizations/government-ai-actors-overview/",
        "similarity": 19
      }
    ]
  },
  "changeHistory": [
    {
      "date": "2026-04-12",
      "branch": "claude/qua-255-timeout-fix",
      "title": "Auto-improve (deep): AI Governance & Policy (Overview)",
      "summary": "Improved \"AI Governance & Policy (Overview)\" via deep pipeline (1590.0s). Quality score: 82. Issues resolved: Section duplication: EU AI Act phased timeline (Aug 2025 GPA; Repetitive statistics: The chip export controls smuggling fi; Section duplication: Biden voluntary commitments are describ.",
      "duration": "1590.0s",
      "cost": "$15-25"
    },
    {
      "date": "2026-02-17",
      "branch": "claude/clarify-overview-pages-ZQx72",
      "title": "Clarify overview pages with new entity type",
      "summary": "Added `overview` as a proper entity type throughout the system, migrated all 36 overview pages to `entityType: overview`, built overview-specific InfoBox rendering with child page links, created an OverviewBanner component, and added a knowledge-base-overview page template to Crux."
    },
    {
      "date": "2026-02-16",
      "branch": "claude/complete-new-pages-kawqG",
      "title": "Fix conflicting numeric IDs + add integrity checks",
      "summary": "Fixed all 9 overview pages from PR #118 which had numeric IDs (E687-E695) that conflicted with existing YAML entities. Reassigned to E710-E718. Then hardened the system to prevent recurrence:\n1. Added page-level numericId conflict detection to `build-data.mjs` (build now fails on conflicts)\n2. Created `numeric-id-integrity` global validation rule (cross-page uniqueness, format validation, entity conflict detection)\n3. Added `numericId` and `subcategory` to frontmatter Zod schema with format regex",
      "pr": 168
    }
  ],
  "coverage": {
    "passing": 7,
    "total": 13,
    "targets": {
      "tables": 16,
      "diagrams": 2,
      "internalLinks": 32,
      "externalLinks": 20,
      "footnotes": 12,
      "references": 12
    },
    "actuals": {
      "tables": 2,
      "diagrams": 0,
      "internalLinks": 52,
      "externalLinks": 29,
      "footnotes": 16,
      "references": 17,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "summary": "green",
      "schedule": "red",
      "entity": "red",
      "editHistory": "green",
      "overview": "green",
      "tables": "amber",
      "diagrams": "red",
      "internalLinks": "green",
      "externalLinks": "green",
      "footnotes": "green",
      "references": "green",
      "quotes": "red",
      "accuracy": "red"
    },
    "editHistoryCount": 3,
    "ratingsString": "N:4 R:6.5 A:5.5 C:8"
  },
  "readerRank": 97,
  "recommendedScore": 228.17
}
External Links

No external links

Backlinks (1)
idtitletyperelationship
ai-power-and-influence-mapAI Power and Influence Mapanalysis
Longterm Wiki