Epistemic Collapse Threshold Model

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  "title": "Epistemic Collapse Threshold Model",
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  "llmSummary": "Models epistemic collapse as threshold phenomenon where society loses ability to establish shared facts, estimating 75-80% combined probability of collapse via authentication failure (35-45%), polarization (25-35%), or institutional trust cascades (20-30%) by 2030-2035. Provides mathematical framework with four capacities (verification, consensus, update, decision) crossing critical thresholds at E<0.35, with recovery requiring E>0.6 due to hysteresis.",
  "description": "This model identifies thresholds where society loses ability to establish shared facts. It estimates 35-45% probability of authentication-system-triggered collapse, 25-35% via polarization-driven collapse.",
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