AI Alignment Research Agenda Comparison

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  "title": "AI Alignment Research Agenda Comparison",
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  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Comprehensive comparison of major AI safety research agendas (\\$100M+ Anthropic, \\$50M+ DeepMind, \\$5-10M nonprofits) with detailed funding, team sizes, and failure mode coverage (25-65% per agenda). Estimates 40-60% probability current approaches scale to superhuman AI, with portfolio diversification critical given no single agenda covers all major risks.",
  "description": "Analysis of major AI safety research agendas comparing approaches from Anthropic (\\$100M+ annual safety budget, 37-39% team growth), DeepMind (30-50 researchers), ARC, Redwood, and MIRI. Estimates 40-60% probability that current approaches scale to superhuman AI, with portfolio allocation across near-term control, medium-term oversight, and foundational theory.",
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        "id": "scalable-oversight",
        "title": "Scalable Oversight",
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      {
        "id": "technical-research",
        "title": "Technical AI Safety Research",
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        "title": "Reasoning and Planning",
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      {
        "id": "anthropic-core-views",
        "title": "Anthropic Core Views",
        "path": "/knowledge-base/responses/anthropic-core-views/",
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        "title": "AI Accident Risk Cruxes",
        "path": "/knowledge-base/cruxes/accident-risks/",
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{
  "lesswrong": "https://www.lesswrong.com/tag/research-agendas",
  "eaForum": "https://forum.effectivealtruism.org/topics/research-agendas-questions-and-project-lists"
}

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