Skip to content
Longterm Wiki

AI Power and Influence Map

ai-power-and-influence-mapanalysisPath: /knowledge-base/models/ai-power-and-influence-map/
E2226Entity ID (EID)
← Back to page0 backlinksUpdated: 2026-04-12
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "ai-power-and-influence-map",
  "wikiId": "E2226",
  "path": "/knowledge-base/models/ai-power-and-influence-map/",
  "filePath": "knowledge-base/models/ai-power-and-influence-map.mdx",
  "title": "AI Power and Influence Map",
  "quality": null,
  "readerImportance": null,
  "researchImportance": null,
  "tacticalValue": null,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2026-04-12",
  "dateCreated": "2026-04-12",
  "summary": "A systematic power-mapping framework scoring ~15 AI actor categories on likelihood and magnitude of influence, finding frontier labs (4.95/5) and compute supply chain (4.28/5) as the most concentrated loci of power over AI outcomes. The framework is practically useful for strategic prioritization but relies on pseudo-quantitative scoring that masks significant methodological uncertainty.",
  "description": "A scoring framework mapping the major actors who shape AI development and governance, assessing their likelihood of exerting meaningful power, magnitude of influence, key mechanisms, and time horizons.",
  "ratings": null,
  "category": "models",
  "subcategory": "governance-models",
  "clusters": [
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 2346,
    "tableCount": 2,
    "diagramCount": 1,
    "internalLinks": 20,
    "externalLinks": 0,
    "footnoteCount": 0,
    "bulletRatio": 0.09,
    "sectionCount": 17,
    "hasOverview": true,
    "structuralScore": 12
  },
  "suggestedQuality": 80,
  "updateFrequency": null,
  "evergreen": true,
  "wordCount": 2346,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 0,
  "hallucinationRisk": {
    "level": "high",
    "score": 70,
    "factors": [
      "no-citations",
      "few-external-sources",
      "mostly-unsourced-footnotes"
    ],
    "integrityIssues": [
      "mostly-unsourced-footnotes"
    ]
  },
  "entityType": "analysis",
  "redundancy": {
    "maxSimilarity": 16,
    "similarPages": [
      {
        "id": "ai-actor-feedback-loops",
        "title": "AI Actor Feedback Loops",
        "path": "/knowledge-base/models/ai-actor-feedback-loops/",
        "similarity": 16
      },
      {
        "id": "ai-governance-effectiveness-analysis",
        "title": "AI Governance Effectiveness Analysis",
        "path": "/knowledge-base/models/ai-governance-effectiveness-analysis/",
        "similarity": 16
      },
      {
        "id": "pre-tai-capital-deployment",
        "title": "Pre-TAI Capital Deployment: $100B-$300B+ Spending Analysis",
        "path": "/knowledge-base/models/pre-tai-capital-deployment/",
        "similarity": 16
      },
      {
        "id": "metr",
        "title": "METR",
        "path": "/knowledge-base/organizations/metr/",
        "similarity": 16
      },
      {
        "id": "corporate-influence",
        "title": "Corporate Influence on AI Policy",
        "path": "/knowledge-base/responses/corporate-influence/",
        "similarity": 16
      }
    ]
  },
  "coverage": {
    "passing": 5,
    "total": 13,
    "targets": {
      "tables": 9,
      "diagrams": 1,
      "internalLinks": 19,
      "externalLinks": 12,
      "footnotes": 7,
      "references": 7
    },
    "actuals": {
      "tables": 2,
      "diagrams": 1,
      "internalLinks": 20,
      "externalLinks": 0,
      "footnotes": 0,
      "references": 0,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "summary": "green",
      "schedule": "red",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "amber",
      "diagrams": "green",
      "internalLinks": "green",
      "externalLinks": "red",
      "footnotes": "red",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    }
  },
  "recommendedScore": 21.72
}
External Links

No external links

Backlinks (0)

No backlinks

Longterm Wiki