Critical Insights

{
  "id": "critical-insights",
  "wikiId": "E880",
  "path": "/project/critical-insights/",
  "filePath": "project/critical-insights.mdx",
  "title": "Critical Insights",
  "quality": 56,
  "readerImportance": 11.5,
  "researchImportance": 12.5,
  "tacticalValue": null,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2026-01-28",
  "dateCreated": "2026-02-20",
  "summary": "Proposes a framework for evaluating knowledge contributions as 'critical insights' based on three criteria: surprising (updates informed beliefs), important (affects high-stakes decisions), and compact (transmissible in brief form). Draws on information theory (surprisal = -log₂(p)), decision theory (value of information), and research debt concepts to justify prioritizing novel, decision-relevant, and concise claims.",
  "description": "Framework for identifying high-value knowledge contributions: surprising, important, and compact",
  "ratings": {
    "focus": 8.5,
    "novelty": 3,
    "rigor": 5.5,
    "completeness": 7,
    "concreteness": 6,
    "actionability": 4.5
  },
  "category": "project",
  "subcategory": null,
  "clusters": [
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 1224,
    "tableCount": 4,
    "diagramCount": 0,
    "internalLinks": 0,
    "externalLinks": 18,
    "footnoteCount": 0,
    "bulletRatio": 0.24,
    "sectionCount": 21,
    "hasOverview": false,
    "structuralScore": 11
  },
  "suggestedQuality": 73,
  "updateFrequency": 45,
  "evergreen": true,
  "wordCount": 1224,
  "unconvertedLinks": [
    {
      "text": "Fermi Model Competition",
      "url": "https://www.lesswrong.com/posts/AA8GJ7Qc6ndBtJxv7/usd300-fermi-model-competition",
      "resourceId": "b2c0f502ee8f4c1e",
      "resourceTitle": "$300 Fermi Model Competition"
    },
    {
      "text": "Fermi Model Competition Details →",
      "url": "https://www.lesswrong.com/posts/AA8GJ7Qc6ndBtJxv7/usd300-fermi-model-competition",
      "resourceId": "b2c0f502ee8f4c1e",
      "resourceTitle": "$300 Fermi Model Competition"
    }
  ],
  "unconvertedLinkCount": 2,
  "convertedLinkCount": 0,
  "backlinkCount": 0,
  "hallucinationRisk": {
    "level": "medium",
    "score": 55,
    "factors": [
      "no-citations"
    ]
  },
  "redundancy": {
    "maxSimilarity": 10,
    "similarPages": [
      {
        "id": "models-style-guide",
        "title": "Models Style Guide",
        "path": "/internal/models-style-guide/",
        "similarity": 10
      },
      {
        "id": "strategy-brainstorm",
        "title": "LongtermWiki Strategy Brainstorm",
        "path": "/project/strategy-brainstorm/",
        "similarity": 10
      }
    ]
  },
  "coverage": {
    "passing": 3,
    "total": 13,
    "targets": {
      "tables": 5,
      "diagrams": 0,
      "internalLinks": 10,
      "externalLinks": 6,
      "footnotes": 4,
      "references": 4
    },
    "actuals": {
      "tables": 4,
      "diagrams": 0,
      "internalLinks": 0,
      "externalLinks": 18,
      "footnotes": 0,
      "references": 0,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "summary": "green",
      "schedule": "green",
      "entity": "red",
      "editHistory": "red",
      "overview": "red",
      "tables": "amber",
      "diagrams": "red",
      "internalLinks": "red",
      "externalLinks": "green",
      "footnotes": "red",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    },
    "ratingsString": "N:3 R:5.5 A:4.5 C:7"
  },
  "readerRank": 574,
  "researchRank": 528,
  "recommendedScore": 121.48
}

No external links

No backlinks