Multipolar Trap (AI Development)

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  "llmSummary": "Analysis of coordination failures in AI development using game theory, documenting how competitive dynamics between nations (US \\$109B vs China \\$9.3B investment in 2024 per Stanford HAI 2025) and labs systematically undermine safety measures. Armstrong, Bostrom, and Shulman's foundational 2016 model showed how competitive pressure drives teams to erode safety standards—a \"race to the precipice.\" SaferAI 2025 assessments found no major lab exceeded 35% risk management maturity ('weak' rating), while DeepSeek-R1's release demonstrated 100% attack success rates and 12x higher hijacking susceptibility, intensifying racing dynamics.",
  "description": "Competitive dynamics where rational individual actions by AI developers create collectively catastrophic outcomes. Game-theoretic analysis shows AI races represent a more extreme security dilemma than nuclear arms races, with no equivalent to Mutual Assured Destruction for stability. SaferAI 2025 assessments found no major lab scored above 'weak' (35%) in risk management, with DeepSeek-R1's January 2025 release demonstrating 100% attack success rates and intensifying global racing dynamics.",
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