AI-Induced Irreversibility

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  "title": "AI-Induced Irreversibility",
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  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Comprehensive analysis of irreversibility in AI development, distinguishing between decisive catastrophic events and accumulative risks through gradual lock-in. Quantifies current trends (60-70% algorithmic trading, top 5 firms control 80% of AI market, IMD AI Safety Clock moved from 29 to 20 minutes to midnight in 12 months) and identifies value lock-in, technological proliferation, and infrastructure dependence as key mechanisms that could permanently foreclose human agency.",
  "description": "This analysis examines irreversibility in AI development as points of no return, including value lock-in and societal transformations. It finds that 60-70% of financial trades are now algorithmic, the IMD AI Safety Clock has moved from 29 to 20 minutes to midnight in one year, and top-5 tech firms control over 80% of the AI market.",
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        "title": "AI Structural Risk Cruxes",
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        "title": "Agentic AI",
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