AI Knowledge Monopoly

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  "title": "AI Knowledge Monopoly",
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  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Analyzes the risk that 2-3 AI systems could dominate humanity's knowledge access by 2040, projecting 80%+ market concentration with correlated errors and epistemic lock-in. Provides comprehensive market data (training costs \\$100M-\\$1B, 60% ChatGPT market share) across education, science, and medicine, with timeline phases and defense strategies, though projections rely heavily on trend extrapolation.",
  "description": "When 2-3 AI systems become humanity's primary knowledge interface by 2040, creating systemic risks of correlated errors, knowledge capture, and epistemic lock-in across education, science, medicine, and law",
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        "id": "winner-take-all",
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        "title": "Expected Value of AI Safety Research",
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        "id": "concentration-of-power",
        "title": "AI-Driven Concentration of Power",
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  "changeHistory": [
    {
      "date": "2026-02-18",
      "branch": "claude/review-pr-216-P4Fcu",
      "title": "Fix audit report findings from PR #216",
      "summary": "Reviewed PR #216 (comprehensive wiki audit report) and implemented fixes for the major issues it identified: fixed 181 path-style EntityLink IDs across 33 files, converted 164 broken EntityLinks (referencing non-existent entities) to plain text across 38 files, fixed a temporal inconsistency in anthropic.mdx, and added missing description fields to 53 ai-transition-model pages."
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No external links