Longterm Wiki

AI Surveillance and Regime Durability Model

surveillance-authoritarian-stabilityanalysisPath: /knowledge-base/models/surveillance-authoritarian-stability/
E293Entity ID (EID)
← Back to page1 backlinksQuality: 64Updated: 2026-03-13
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "surveillance-authoritarian-stability",
  "numericId": null,
  "path": "/knowledge-base/models/surveillance-authoritarian-stability/",
  "filePath": "knowledge-base/models/surveillance-authoritarian-stability.mdx",
  "title": "AI Surveillance and Regime Durability Model",
  "quality": 64,
  "readerImportance": 42.5,
  "researchImportance": 73,
  "tacticalValue": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Using historical regime collapse data (military regimes: 9 years, single-party: 30 years) and evidence from 80+ countries adopting surveillance technology, this model estimates AI-enabled authoritarian regimes may be 2-3x more durable than historical autocracies, with collapse probability within 20 years dropping from 35-50% to 10-20%. The analysis identifies four blocked collapse pathways (popular uprising, elite defection, security force defection, economic suppression) while noting external pressure and fundamental economic failures remain viable, projecting 50% probability of stable autocracy lasting 50-100+ years.",
  "description": "This model analyzes how AI surveillance affects authoritarian regime durability. Using historical regime collapse data (military: 9 years, single-party: 30 years) and evidence from 80+ countries adopting Chinese surveillance technology, it estimates AI-enabled regimes may be 2-3x more durable than historical autocracies through mechanisms including preemptive suppression and perfect information on dissent.",
  "ratings": {
    "focus": 8.5,
    "novelty": 4.5,
    "rigor": 6.5,
    "completeness": 7.5,
    "concreteness": 7,
    "actionability": 5.5
  },
  "category": "models",
  "subcategory": "societal-models",
  "clusters": [
    "ai-safety",
    "governance"
  ],
  "metrics": {
    "wordCount": 3327,
    "tableCount": 9,
    "diagramCount": 1,
    "internalLinks": 32,
    "externalLinks": 0,
    "footnoteCount": 0,
    "bulletRatio": 0.33,
    "sectionCount": 44,
    "hasOverview": true,
    "structuralScore": 11
  },
  "suggestedQuality": 73,
  "updateFrequency": 90,
  "evergreen": true,
  "wordCount": 3327,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 29,
  "backlinkCount": 1,
  "hallucinationRisk": {
    "level": "medium",
    "score": 60,
    "factors": [
      "no-citations",
      "few-external-sources"
    ]
  },
  "entityType": "analysis",
  "redundancy": {
    "maxSimilarity": 18,
    "similarPages": [
      {
        "id": "authoritarian-tools-diffusion",
        "title": "Authoritarian Tools Diffusion Model",
        "path": "/knowledge-base/models/authoritarian-tools-diffusion/",
        "similarity": 18
      },
      {
        "id": "authoritarian-takeover",
        "title": "AI-Enabled Authoritarian Takeover",
        "path": "/knowledge-base/risks/authoritarian-takeover/",
        "similarity": 17
      },
      {
        "id": "authoritarian-tools",
        "title": "Authoritarian Tools",
        "path": "/knowledge-base/risks/authoritarian-tools/",
        "similarity": 17
      },
      {
        "id": "autonomous-weapons-proliferation",
        "title": "LAWS Proliferation Model",
        "path": "/knowledge-base/models/autonomous-weapons-proliferation/",
        "similarity": 16
      },
      {
        "id": "surveillance-chilling-effects",
        "title": "Surveillance Chilling Effects Model",
        "path": "/knowledge-base/models/surveillance-chilling-effects/",
        "similarity": 16
      }
    ]
  },
  "coverage": {
    "passing": 7,
    "total": 13,
    "targets": {
      "tables": 13,
      "diagrams": 1,
      "internalLinks": 27,
      "externalLinks": 17,
      "footnotes": 10,
      "references": 10
    },
    "actuals": {
      "tables": 9,
      "diagrams": 1,
      "internalLinks": 32,
      "externalLinks": 0,
      "footnotes": 0,
      "references": 15,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "llmSummary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "amber",
      "diagrams": "green",
      "internalLinks": "green",
      "externalLinks": "red",
      "footnotes": "red",
      "references": "green",
      "quotes": "red",
      "accuracy": "red"
    },
    "ratingsString": "N:4.5 R:6.5 A:5.5 C:7.5"
  },
  "readerRank": 353,
  "researchRank": 136,
  "recommendedScore": 171.08
}
External Links

No external links

Backlinks (1)
idtitletyperelationship
surveillance-chilling-effectsSurveillance Chilling Effects Modelanalysis
Longterm Wiki