MIT AI Risk Repository

{
  "id": "mit-ai-risk-repository",
  "numericId": null,
  "path": "/knowledge-base/responses/mit-ai-risk-repository/",
  "filePath": "knowledge-base/responses/mit-ai-risk-repository.mdx",
  "title": "MIT AI Risk Repository",
  "quality": 40,
  "readerImportance": 52.5,
  "researchImportance": 29.5,
  "tacticalValue": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "The MIT AI Risk Repository catalogs 1,700+ AI risks from 65+ frameworks into a searchable database with dual taxonomies (causal and domain-based). Updated quarterly since August 2024, it provides the first comprehensive public catalog of AI risks but is limited by framework extraction methodology and lacks quantitative risk assessments.",
  "description": "A comprehensive living database of 1,700+ AI risks extracted from 65+ published frameworks, organized using two taxonomies: a Causal Taxonomy (who/intent/timing) and a Domain Taxonomy (7 domains, 24 subdomains). Created by MIT FutureTech researchers, the repository provides a shared framework for industry, policymakers, and academics to monitor and manage AI risks.",
  "ratings": {
    "novelty": 6,
    "rigor": 7,
    "actionability": 5,
    "completeness": 7
  },
  "category": "responses",
  "subcategory": "epistemic-platforms",
  "clusters": [
    "epistemics",
    "ai-safety",
    "governance"
  ],
  "metrics": {
    "wordCount": 1059,
    "tableCount": 9,
    "diagramCount": 0,
    "internalLinks": 8,
    "externalLinks": 9,
    "footnoteCount": 0,
    "bulletRatio": 0.25,
    "sectionCount": 22,
    "hasOverview": true,
    "structuralScore": 14
  },
  "suggestedQuality": 93,
  "updateFrequency": 45,
  "evergreen": true,
  "wordCount": 1059,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 2,
  "hallucinationRisk": {
    "level": "medium",
    "score": 40,
    "factors": [
      "no-citations",
      "high-rigor"
    ]
  },
  "entityType": "project",
  "redundancy": {
    "maxSimilarity": 10,
    "similarPages": [
      {
        "id": "risk-activation-timeline",
        "title": "Risk Activation Timeline Model",
        "path": "/knowledge-base/models/risk-activation-timeline/",
        "similarity": 10
      },
      {
        "id": "longterm-vision",
        "title": "LongtermWiki Vision",
        "path": "/internal/longterm-vision/",
        "similarity": 10
      }
    ]
  },
  "coverage": {
    "passing": 7,
    "total": 13,
    "targets": {
      "tables": 4,
      "diagrams": 0,
      "internalLinks": 8,
      "externalLinks": 5,
      "footnotes": 3,
      "references": 3
    },
    "actuals": {
      "tables": 9,
      "diagrams": 0,
      "internalLinks": 8,
      "externalLinks": 9,
      "footnotes": 0,
      "references": 0,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "llmSummary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "green",
      "diagrams": "red",
      "internalLinks": "green",
      "externalLinks": "green",
      "footnotes": "red",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    },
    "ratingsString": "N:6 R:7 A:5 C:7"
  },
  "readerRank": 280,
  "researchRank": 420,
  "recommendedScore": 127.6
}

No external links