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AI Flash Dynamics

flash-dynamicsriskPath: /knowledge-base/risks/flash-dynamics/
E142Entity ID (EID)
← Back to page8 backlinksQuality: 64Updated: 2026-03-13
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
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  "llmSummary": "AI systems operating at microsecond speeds versus human reaction times of 200-500ms create cascading failure risks across financial markets (2010 Flash Crash: \\$1 trillion lost in 10 minutes), infrastructure, and military domains. IMF 2024 findings show AI-driven trading increases market volatility and correlation, while UNODA warns of 'flash wars' where autonomous systems could escalate conflicts faster than human intervention, with China/Russia targeting 2028-2030 for major military automation.",
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External Links
{
  "lesswrong": "https://www.lesswrong.com/tag/ai-takeoff"
}
Backlinks (8)
idtitletyperelationship
flash-dynamics-thresholdFlash Dynamics Threshold Modelanalysisrelated
coordination-techAI Governance Coordination Technologiesapproach
prediction-marketsPrediction Markets (AI Forecasting)approach
irreversibilityAI-Induced Irreversibilityrisk
autonomous-weapons-escalationAutonomous Weapons Escalation Modelanalysis
risk-interaction-matrixRisk Interaction Matrix Modelanalysis
safety-researcher-gapAI Safety Talent Supply/Demand Gap Modelanalysis
structural-overviewStructural Risks (Overview)concept
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