Institutional Adaptation Speed Model

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  "llmSummary": "Analyzes institutional adaptation rates to AI, finding institutions change at 10-30% of needed rate per year while AI creates 50-200% annual gaps. Historical regulatory lag spans 15-70 years; quantitative model shows crisis-driven national regulation achieves 7.5% annual progress (10-15 years to adequacy) versus business-as-usual 0.26% (200+ years), with coordination costs and opposition being most sensitive parameters.",
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No external links