AI-Era Epistemic Infrastructure

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  "title": "AI-Era Epistemic Infrastructure",
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  "llmSummary": "Comprehensive analysis of epistemic infrastructure showing AI fact-checking achieves 85-87% accuracy at \\$0.10-\\$1.00 per claim versus \\$50-200 for human verification, while Community Notes reduces misinformation engagement by 33-35%. Current global funding under \\$100M/year is severely insufficient given potential impact on 3-5 billion users, representing a high-leverage neglected investment opportunity.",
  "description": "This response examines foundational systems for knowledge creation, verification, and preservation. Current dedicated global funding is under \\$100M/year despite potential to affect 3-5 billion users. AI-assisted fact-checking achieves 85-87% accuracy at \\$0.10-\\$1.00 per claim versus \\$50-200 for human verification, while Community Notes reduces misinformation engagement by 33-35%.",
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