Longterm Wiki

Deepfakes Authentication Crisis Model

deepfakes-authentication-crisisanalysisPath: /knowledge-base/models/deepfakes-authentication-crisis/
E97Entity ID (EID)
← Back to page4 backlinksQuality: 53Updated: 2026-03-13
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "deepfakes-authentication-crisis",
  "numericId": null,
  "path": "/knowledge-base/models/deepfakes-authentication-crisis/",
  "filePath": "knowledge-base/models/deepfakes-authentication-crisis.mdx",
  "title": "Deepfakes Authentication Crisis Model",
  "quality": 53,
  "readerImportance": 64,
  "researchImportance": 63.5,
  "tacticalValue": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Projects authentication crisis threshold when detection accuracy falls to 50-55% (chance levels): audio by 2026-2027, images 2025-2027, video 2026-2030. Content provenance (C2PA) has 30% probability of achieving crisis-averting 60%+ adoption; 45% probability of partial collapse scenario with 20-40% adoption requiring institutional adaptation.",
  "description": "This model projects when synthetic media becomes indistinguishable. Detection accuracy declined from 85-95% (2018) to 55-65% (2025), projecting crisis threshold within 3-5 years.",
  "ratings": {
    "focus": 8.5,
    "novelty": 4,
    "rigor": 5.5,
    "concreteness": 6.5,
    "actionability": 5
  },
  "category": "models",
  "subcategory": "domain-models",
  "clusters": [
    "ai-safety",
    "epistemics"
  ],
  "metrics": {
    "wordCount": 4736,
    "tableCount": 8,
    "diagramCount": 1,
    "internalLinks": 3,
    "externalLinks": 0,
    "footnoteCount": 0,
    "bulletRatio": 0.04,
    "sectionCount": 34,
    "hasOverview": true,
    "structuralScore": 11
  },
  "suggestedQuality": 73,
  "updateFrequency": 90,
  "evergreen": true,
  "wordCount": 4736,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 4,
  "hallucinationRisk": {
    "level": "medium",
    "score": 60,
    "factors": [
      "no-citations",
      "few-external-sources"
    ]
  },
  "entityType": "analysis",
  "redundancy": {
    "maxSimilarity": 23,
    "similarPages": [
      {
        "id": "authentication-collapse-timeline",
        "title": "Authentication Collapse Timeline Model",
        "path": "/knowledge-base/models/authentication-collapse-timeline/",
        "similarity": 23
      },
      {
        "id": "fraud-sophistication-curve",
        "title": "Fraud Sophistication Curve Model",
        "path": "/knowledge-base/models/fraud-sophistication-curve/",
        "similarity": 22
      },
      {
        "id": "epistemic-collapse-threshold",
        "title": "Epistemic Collapse Threshold Model",
        "path": "/knowledge-base/models/epistemic-collapse-threshold/",
        "similarity": 20
      },
      {
        "id": "autonomous-weapons-proliferation",
        "title": "LAWS Proliferation Model",
        "path": "/knowledge-base/models/autonomous-weapons-proliferation/",
        "similarity": 19
      },
      {
        "id": "epistemic-security",
        "title": "AI-Era Epistemic Security",
        "path": "/knowledge-base/responses/epistemic-security/",
        "similarity": 19
      }
    ]
  },
  "coverage": {
    "passing": 4,
    "total": 13,
    "targets": {
      "tables": 19,
      "diagrams": 2,
      "internalLinks": 38,
      "externalLinks": 24,
      "footnotes": 14,
      "references": 14
    },
    "actuals": {
      "tables": 8,
      "diagrams": 1,
      "internalLinks": 3,
      "externalLinks": 0,
      "footnotes": 0,
      "references": 0,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "llmSummary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "amber",
      "diagrams": "amber",
      "internalLinks": "amber",
      "externalLinks": "red",
      "footnotes": "red",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    },
    "ratingsString": "N:4 R:5.5 A:5"
  },
  "readerRank": 202,
  "researchRank": 199,
  "recommendedScore": 159.83
}
External Links

No external links

Backlinks (4)
idtitletyperelationship
disinformation-detection-raceDisinformation Detection Arms Race Modelanalysis
disinformation-electoral-impactElectoral Impact Assessment Modelanalysis
fraud-sophistication-curveFraud Sophistication Curve Modelanalysis
trust-erosion-dynamicsTrust Erosion Dynamics Modelanalysis
Longterm Wiki