AI Revolving Door Analysis

{
  "id": "ai-revolving-door-analysis",
  "wikiId": "E2263",
  "path": "/knowledge-base/models/ai-revolving-door-analysis/",
  "filePath": "knowledge-base/models/ai-revolving-door-analysis.mdx",
  "title": "AI Revolving Door Analysis",
  "quality": null,
  "readerImportance": null,
  "researchImportance": null,
  "tacticalValue": null,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2026-04-12",
  "dateCreated": "2026-04-12",
  "summary": "A well-structured analysis of AI revolving door dynamics that appropriately leverages adjacent-sector empirical evidence while honestly acknowledging the lack of AI-specific quantitative data; the named-moves table and institutional framework provide genuine reference value, though the page is limited by data scarcity and some citations lack full verifiability.",
  "description": "Analysis of personnel flows between AI laboratories, government agencies, think tanks, and safety organizations, examining regulatory capture risks, expertise transfer, and governance implications.",
  "ratings": null,
  "category": "models",
  "subcategory": null,
  "clusters": [
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 2997,
    "tableCount": 4,
    "diagramCount": 0,
    "internalLinks": 19,
    "externalLinks": 1,
    "footnoteCount": 0,
    "bulletRatio": 0.09,
    "sectionCount": 29,
    "hasOverview": true,
    "structuralScore": 12
  },
  "suggestedQuality": 80,
  "updateFrequency": null,
  "evergreen": true,
  "wordCount": 2997,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 0,
  "hallucinationRisk": {
    "level": "medium",
    "score": 60,
    "factors": [
      "no-citations",
      "few-external-sources"
    ]
  },
  "entityType": "analysis",
  "redundancy": {
    "maxSimilarity": 17,
    "similarPages": [
      {
        "id": "regulatory-capture-risks-in-ai",
        "title": "Regulatory Capture Risks in AI",
        "path": "/knowledge-base/models/regulatory-capture-risks-in-ai/",
        "similarity": 17
      },
      {
        "id": "think-tank-and-policy-institute-influence-on-ai",
        "title": "Think Tank and Policy Institute Influence on AI",
        "path": "/knowledge-base/organizations/think-tank-and-policy-institute-influence-on-ai/",
        "similarity": 16
      },
      {
        "id": "corporate-influence",
        "title": "Corporate Influence on AI Policy",
        "path": "/knowledge-base/responses/corporate-influence/",
        "similarity": 16
      },
      {
        "id": "ai-actor-feedback-loops",
        "title": "AI Actor Feedback Loops",
        "path": "/knowledge-base/models/ai-actor-feedback-loops/",
        "similarity": 15
      },
      {
        "id": "ai-power-and-influence-map",
        "title": "AI Power and Influence Map",
        "path": "/knowledge-base/models/ai-power-and-influence-map/",
        "similarity": 15
      }
    ]
  },
  "coverage": {
    "passing": 3,
    "total": 13,
    "targets": {
      "tables": 12,
      "diagrams": 1,
      "internalLinks": 24,
      "externalLinks": 15,
      "footnotes": 9,
      "references": 9
    },
    "actuals": {
      "tables": 4,
      "diagrams": 0,
      "internalLinks": 19,
      "externalLinks": 1,
      "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": "red",
      "internalLinks": "amber",
      "externalLinks": "amber",
      "footnotes": "red",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    }
  },
  "recommendedScore": 16.73
}

No external links

No backlinks