Longterm Wiki

Disinformation

disinformationriskPath: /knowledge-base/risks/disinformation/
E102Entity ID (EID)
← Back to page32 backlinksQuality: 54Updated: 2026-03-13
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "disinformation",
  "numericId": null,
  "path": "/knowledge-base/risks/disinformation/",
  "filePath": "knowledge-base/risks/disinformation.mdx",
  "title": "Disinformation",
  "quality": 54,
  "readerImportance": 66,
  "researchImportance": 21,
  "tacticalValue": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": "pathway",
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Post-2024 analysis shows AI disinformation had limited immediate electoral impact (cheap fakes used 7x more than AI content), but creates concerning long-term epistemic erosion with 82% higher believability for AI-generated political content and detection lagging generation by 24-72 hours. Key risk is gradual undermining of information trust rather than specific false claims, with detection accuracy only 61% for text and 38% for images.",
  "description": "AI enables disinformation campaigns at unprecedented scale and sophistication, transforming propaganda operations through automated content generation, personalized targeting, and sophisticated deepfakes. Post-2024 election analysis shows limited immediate electoral impact but concerning trends in the detection vs. generation arms race, with AI-generated content quality improving faster than defensive capabilities. Long-term risks include erosion of shared epistemic foundations, with studies showing 82% higher believability for AI-generated political content and persistent attitude changes even after synthetic content exposure is revealed.",
  "ratings": {
    "novelty": 3.5,
    "rigor": 5.5,
    "actionability": 4,
    "completeness": 6
  },
  "category": "risks",
  "subcategory": "misuse",
  "clusters": [
    "ai-safety",
    "epistemics"
  ],
  "metrics": {
    "wordCount": 3021,
    "tableCount": 1,
    "diagramCount": 0,
    "internalLinks": 117,
    "externalLinks": 0,
    "footnoteCount": 0,
    "bulletRatio": 0.15,
    "sectionCount": 36,
    "hasOverview": true,
    "structuralScore": 10
  },
  "suggestedQuality": 67,
  "updateFrequency": 21,
  "evergreen": true,
  "wordCount": 3021,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 107,
  "backlinkCount": 32,
  "hallucinationRisk": {
    "level": "medium",
    "score": 60,
    "factors": [
      "no-citations",
      "few-external-sources"
    ]
  },
  "entityType": "risk",
  "redundancy": {
    "maxSimilarity": 23,
    "similarPages": [
      {
        "id": "epistemic-security",
        "title": "AI-Era Epistemic Security",
        "path": "/knowledge-base/responses/epistemic-security/",
        "similarity": 23
      },
      {
        "id": "authoritarian-tools-diffusion",
        "title": "Authoritarian Tools Diffusion Model",
        "path": "/knowledge-base/models/authoritarian-tools-diffusion/",
        "similarity": 18
      },
      {
        "id": "deepfakes-authentication-crisis",
        "title": "Deepfakes Authentication Crisis Model",
        "path": "/knowledge-base/models/deepfakes-authentication-crisis/",
        "similarity": 18
      },
      {
        "id": "deliberation",
        "title": "AI-Assisted Deliberation Platforms",
        "path": "/knowledge-base/responses/deliberation/",
        "similarity": 18
      },
      {
        "id": "epistemic-infrastructure",
        "title": "AI-Era Epistemic Infrastructure",
        "path": "/knowledge-base/responses/epistemic-infrastructure/",
        "similarity": 18
      }
    ]
  },
  "coverage": {
    "passing": 6,
    "total": 13,
    "targets": {
      "tables": 12,
      "diagrams": 1,
      "internalLinks": 24,
      "externalLinks": 15,
      "footnotes": 9,
      "references": 9
    },
    "actuals": {
      "tables": 1,
      "diagrams": 0,
      "internalLinks": 117,
      "externalLinks": 0,
      "footnotes": 0,
      "references": 85,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "llmSummary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "amber",
      "diagrams": "red",
      "internalLinks": "green",
      "externalLinks": "red",
      "footnotes": "red",
      "references": "green",
      "quotes": "red",
      "accuracy": "red"
    },
    "ratingsString": "N:3.5 R:5.5 A:4 C:6"
  },
  "readerRank": 189,
  "researchRank": 484,
  "recommendedScore": 162.84
}
External Links
{
  "wikipedia": "https://en.wikipedia.org/wiki/Disinformation",
  "eaForum": "https://forum.effectivealtruism.org/topics/misinformation-and-disinformation",
  "wikidata": "https://www.wikidata.org/wiki/Q189656",
  "grokipedia": "https://grokipedia.com/page/Disinformation"
}
Backlinks (32)
idtitletyperelationship
misuse-risksAI Misuse Risk Cruxescrux
disinformation-detection-raceDisinformation Detection Arms Race Modelanalysisrelated
disinformation-electoral-impactElectoral Impact Assessment Modelanalysisrelated
cyber-psychosis-cascadeCyber Psychosis Cascade Modelanalysisrelated
fraud-sophistication-curveFraud Sophistication Curve Modelanalysisrelated
epistemic-securityAI-Era Epistemic Securityapproach
content-authenticationAI Content Authenticationapproach
ai-accountabilityAI for Accountability and Anti-Corruptionapproach
deepfakesDeepfakesrisk
epistemic-collapseEpistemic Collapserisk
fraudAI-Powered Fraudrisk
trust-declineAI-Driven Trust Declinerisk
ai-enabled-untraceable-misuseAI-Enabled Untraceable Misuserisk
ai-investigation-risksAI-Powered Investigation Risksrisk
near-term-risksKey Near-Term AI Risksrisk
ai-powered-investigationAI-Powered Investigationcapability
__index__/knowledge-base/cruxesKey Cruxesconcept
__index__/knowledge-baseKnowledge Baseconcept
cyberweapons-attack-automationAutonomous Cyber Attack Timelineanalysis
risk-activation-timelineRisk Activation Timeline Modelanalysis
risk-interaction-matrixRisk Interaction Matrix Modelanalysis
palisade-researchPalisade Researchorganization
geoffrey-hintonGeoffrey Hintonperson
yoshua-bengioYoshua Bengioperson
mit-ai-risk-repositoryMIT AI Risk Repositoryproject
standards-bodiesAI Standards Bodiespolicy
authentication-collapseAuthentication Collapserisk
historical-revisionismHistorical Revisionismrisk
__index__/knowledge-base/risksAI Risksconcept
misuse-overviewMisuse Risks (Overview)concept
reality-fragmentationAI-Accelerated Reality Fragmentationrisk
trust-cascadeAI Trust Cascade Failurerisk
Longterm Wiki