Warning Signs Model

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  "summary": "Systematic framework for detecting AI risks through 32 warning signs across 5 categories, finding critical indicators are 18-48 months from thresholds with 45-90% detection probability, but only 30% have systematic tracking and 15% have response protocols. Proposes \\$80-200M annual monitoring infrastructure (vs current \\$15-40M) with specific tripwires for deployment pauses, research escalation, and policy intervention.",
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