Richard Ngo

{
  "id": "richard-ngo",
  "wikiId": "E1298",
  "path": "/knowledge-base/people/richard-ngo/",
  "filePath": "knowledge-base/people/richard-ngo.mdx",
  "title": "Richard Ngo",
  "quality": null,
  "readerImportance": null,
  "researchImportance": null,
  "tacticalValue": null,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2026-05-10",
  "dateCreated": "2026-06-03",
  "summary": "Biographical profile of Richard Ngo covering his career across DeepMind, OpenAI, and back to DeepMind, with focus on his written contributions to the AI safety literature. Documents his influential 'AGI safety from first principles' essay series (2020), his 'The Alignment Problem from a Deep Learning Perspective' paper (2022), and his role as one of the clearest contemporary articulators of the case for taking AI risk seriously.",
  "description": "AI governance researcher with experience at both OpenAI and Google DeepMind. Author of influential essays articulating the case for AI risk, including the widely-cited 'AGI safety from first principles' series.",
  "ratings": null,
  "category": "people",
  "subcategory": "safety-researchers",
  "clusters": [
    "ai-safety",
    "ai-policy"
  ],
  "metrics": {
    "wordCount": 838,
    "tableCount": 1,
    "diagramCount": 0,
    "internalLinks": 14,
    "externalLinks": 0,
    "footnoteCount": 0,
    "bulletRatio": 0.35,
    "sectionCount": 11,
    "hasOverview": true,
    "structuralScore": 8
  },
  "suggestedQuality": 53,
  "updateFrequency": null,
  "evergreen": true,
  "wordCount": 838,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 1,
  "hallucinationRisk": {
    "level": "high",
    "score": 80,
    "factors": [
      "biographical-claims",
      "no-citations",
      "few-external-sources"
    ]
  },
  "entityType": "person",
  "redundancy": {
    "maxSimilarity": 13,
    "similarPages": [
      {
        "id": "shane-legg",
        "title": "Shane Legg",
        "path": "/knowledge-base/people/shane-legg/",
        "similarity": 13
      },
      {
        "id": "allan-dafoe",
        "title": "Allan Dafoe",
        "path": "/knowledge-base/people/allan-dafoe/",
        "similarity": 12
      },
      {
        "id": "rohin-shah",
        "title": "Rohin Shah",
        "path": "/knowledge-base/people/rohin-shah/",
        "similarity": 12
      },
      {
        "id": "pushmeet-kohli",
        "title": "Pushmeet Kohli",
        "path": "/knowledge-base/people/pushmeet-kohli/",
        "similarity": 11
      },
      {
        "id": "victoria-krakovna",
        "title": "Victoria Krakovna",
        "path": "/knowledge-base/people/victoria-krakovna/",
        "similarity": 11
      }
    ]
  },
  "coverage": {
    "passing": 4,
    "total": 13,
    "targets": {
      "tables": 3,
      "diagrams": 0,
      "internalLinks": 7,
      "externalLinks": 4,
      "footnotes": 3,
      "references": 3
    },
    "actuals": {
      "tables": 1,
      "diagrams": 0,
      "internalLinks": 14,
      "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": "red",
      "internalLinks": "green",
      "externalLinks": "red",
      "footnotes": "red",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    }
  },
  "recommendedScore": 15.53
}

No external links