AGI Development

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  "title": "AGI Development",
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  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Comprehensive synthesis of AGI timeline forecasts showing dramatic compression: Metaculus aggregates predict 25% probability by 2027 and 50% by 2031 (down from 50-year median in 2020), with industry leaders targeting 2026-2030. Analysis documents \\$400-450B annual investment by 2026, 3-5 year safety-capability gap, and finds 5% median (16% mean) catastrophic risk estimates from 2,778-researcher survey.",
  "description": "Analysis of AGI development forecasts showing dramatically compressed timelines—Metaculus averages 25% by 2027, 50% by 2031 (down from 50-year median in 2020). Industry leaders predict 2026-2030, with Anthropic officially targeting late 2026/early 2027 for \"Nobel-level\" AI capabilities.",
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      "text": "Metaculus",
      "url": "https://www.metaculus.com/questions/5121/when-will-the-first-general-ai-system-be-devised-tested-and-publicly-announced/",
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    {
      "text": "80,000 Hours",
      "url": "https://80000hours.org/2025/03/when-do-experts-expect-agi-to-arrive/",
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      "resourceTitle": "80,000 Hours AGI Timelines Review"
    },
    {
      "text": "\"powerful AI\" by late 2026/early 2027",
      "url": "https://darioamodei.com/essay/machines-of-loving-grace",
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      "resourceTitle": "Dario Amodei noted"
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    {
      "text": "Epoch AI",
      "url": "https://epoch.ai/blog/can-ai-scaling-continue-through-2030",
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      "url": "https://www.cfr.org/article/chinas-ai-chip-deficit-why-huawei-cant-catch-nvidia-and-us-export-controls-should-remain",
      "resourceId": "fe41a8475bafc188",
      "resourceTitle": "China's AI Chip Deficit: Why Huawei Can't Catch Nvidia"
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      "text": "agi.goodheartlabs.com",
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