AI Risk Portfolio Analysis

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  "title": "AI Risk Portfolio Analysis",
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  "llmSummary": "Quantitative portfolio framework recommending AI safety resource allocation: 40-70% to misalignment, 15-35% to misuse, 10-25% to structural risks, varying by timeline. Based on 2024 funding analysis (\\$110-130M total), identifies specific gaps including governance (underfunded by \\$15-20M), agent safety (\\$7-12M gap), and international capacity (\\$11-16M gap).",
  "description": "A quantitative framework for resource allocation across AI risk categories. Analysis estimates misalignment accounts for 40-70% of existential risk, misuse 15-35%, and structural risks 10-25%, with timeline-dependent recommendations. Based on 2024 funding data (\\$110-130M total external funding), recommends rebalancing toward governance (currently underfunded by ~\\$15-20M) and interpretability research.",
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      "text": "Longview Philanthropy estimates",
      "url": "https://forum.effectivealtruism.org/posts/XdhwXppfqrpPL2YDX/an-overview-of-the-ai-safety-funding-situation",
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      "text": "detailed analysis",
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