Flash Dynamics Threshold Model

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  "title": "Flash Dynamics Threshold Model",
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  "summary": "Analyzes five thresholds where AI speed exceeds human control capacity (oversight, intervention, comprehension, cascade, recursive), finding T1-T2 already crossed in finance (10,000x speed difference) and approaching in cybersecurity and infrastructure. Quantifies expected 3.2+ domains exceeding T2 by 2030, recommending speed limits and circuit breakers as high-leverage interventions with proven precedent.",
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