AI Knowledge Monopoly

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  "title": "AI Knowledge Monopoly",
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  "lastUpdated": "2025-12-24",
  "dateCreated": "2026-02-15",
  "summary": "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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        "title": "AI-Driven Concentration of Power",
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    {
      "date": "2026-02-18",
      "branch": "claude/review-pr-216-P4Fcu",
      "title": "Fix audit report findings from PR #216",
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