Skip to content
Longterm Wiki has not been actively maintained since May 2026. Some data is still updated occasionally, but please don't rely on this site being current or accurate.
Longterm Wiki

Capability Threshold Model

capability-threshold-modelanalysisPath: /knowledge-base/models/capability-threshold-model/
E53Entity ID (EID)
← Back to page6 backlinksQuality: 72Updated: 2025-12-28
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "capability-threshold-model",
  "wikiId": "E53",
  "path": "/knowledge-base/models/capability-threshold-model/",
  "filePath": "knowledge-base/models/capability-threshold-model.mdx",
  "title": "Capability Threshold Model",
  "quality": 72,
  "readerImportance": 47,
  "researchImportance": 68,
  "tacticalValue": null,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2025-12-28",
  "dateCreated": "2026-02-15",
  "summary": "Comprehensive framework mapping AI capabilities across 5 dimensions to specific risk thresholds, finding authentication collapse/mass persuasion risks at 70-85% likelihood by 2027, bioweapons development at 40% by 2029, with critical thresholds estimated when models achieve 50% on complex reasoning benchmarks and cross expert-level domain knowledge. Provides concrete capability requirements, timeline projections, and early warning indicators across 7 major risk categories with extensive benchmark tracking.",
  "description": "Systematic framework mapping AI capabilities across 5 dimensions (domain knowledge, reasoning depth, planning horizon, strategic modeling, autonomous execution) to specific risk thresholds.",
  "ratings": {
    "focus": 9,
    "novelty": 6.5,
    "rigor": 7.5,
    "completeness": 8.5,
    "concreteness": 8.5,
    "actionability": 7
  },
  "category": "models",
  "subcategory": "framework-models",
  "clusters": [
    "ai-safety",
    "governance",
    "cyber",
    "biorisks"
  ],
  "metrics": {
    "wordCount": 1265,
    "tableCount": 20,
    "diagramCount": 1,
    "internalLinks": 83,
    "externalLinks": 0,
    "footnoteCount": 0,
    "bulletRatio": 0.14,
    "sectionCount": 28,
    "hasOverview": true,
    "structuralScore": 12
  },
  "suggestedQuality": 80,
  "updateFrequency": 90,
  "evergreen": true,
  "wordCount": 1265,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 78,
  "backlinkCount": 6,
  "hallucinationRisk": {
    "level": "medium",
    "score": 45,
    "factors": [
      "no-citations",
      "few-external-sources",
      "high-rigor"
    ]
  },
  "entityType": "analysis",
  "redundancy": {
    "maxSimilarity": 18,
    "similarPages": [
      {
        "id": "dangerous-cap-evals",
        "title": "Dangerous Capability Evaluations",
        "path": "/knowledge-base/responses/dangerous-cap-evals/",
        "similarity": 18
      },
      {
        "id": "large-language-models",
        "title": "Large Language Models",
        "path": "/knowledge-base/capabilities/large-language-models/",
        "similarity": 17
      },
      {
        "id": "agi-development",
        "title": "AGI Development",
        "path": "/knowledge-base/forecasting/agi-development/",
        "similarity": 17
      },
      {
        "id": "capability-elicitation",
        "title": "Capability Elicitation",
        "path": "/knowledge-base/responses/capability-elicitation/",
        "similarity": 17
      },
      {
        "id": "evals",
        "title": "Evals & Red-teaming",
        "path": "/knowledge-base/responses/evals/",
        "similarity": 17
      }
    ]
  },
  "coverage": {
    "passing": 8,
    "total": 13,
    "targets": {
      "tables": 5,
      "diagrams": 1,
      "internalLinks": 10,
      "externalLinks": 6,
      "footnotes": 4,
      "references": 4
    },
    "actuals": {
      "tables": 20,
      "diagrams": 1,
      "internalLinks": 83,
      "externalLinks": 0,
      "footnotes": 0,
      "references": 52,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "summary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "green",
      "diagrams": "green",
      "internalLinks": "green",
      "externalLinks": "red",
      "footnotes": "red",
      "references": "green",
      "quotes": "red",
      "accuracy": "red"
    },
    "ratingsString": "N:6.5 R:7.5 A:7 C:8.5"
  },
  "readerRank": 325,
  "researchRank": 162,
  "recommendedScore": 170.76
}
External Links
{
  "lesswrong": "https://www.lesswrong.com/tag/ai-capabilities"
}
Backlinks (6)
idtitletyperelationship
risk-activation-timelineAI Risk Activation Timeline Modelanalysisrelated
warning-signs-modelAI Risk Warning Signs Modelanalysisrelated
critical-uncertaintiesAI Risk Critical Uncertainties Modelcrux—
defense-in-depth-modelDefense in Depth Modelanalysis—
__index__/knowledge-base/modelsAnalytical Modelsconcept—
intervention-effectiveness-matrixIntervention Effectiveness Matrixanalysis—