Within 6 months to 2 years, AI will do absolutely everything

Within 6 months to 2 years, AI will do absolutely everything | And so I think that talent pool is going to matter a lot in the kind of the one year, two-year, Alex would say 6 months uh between now and when AI does absolutely everything.

And so I think that talent pool is going to matter a lot in the kind of the one year, two-year, Alex would say 6 months uh between now and when AI does absolutely everything.

Dave's '6 months to 2 years for AI does everything' — extreme claim. Alex's '6 months' is hyperbolic. Most benchmarks (ARC-AGI, Humanity's Last Exam, Frontier Math) show rapid progress but not 'everything' yet as of April 2026.

Beneficiaries (24)

Adverse (6)

{
  "nia": false,
  "qty": "6 months to 2 years",
  "url": "https://www.youtube.com/watch?v=dmtvGKuRE64",
  "mode": "PREDICTION",
  "role": "Host",
  "caveats": "Alex's estimate is 6 months",
  "context": "They have a very young, brilliant, agile, well-educated population. And so I think that talent pool is going to matter a lot in the kind of the one year, two-year, Alex would say 6 months uh between now and when AI does absolutely everything.",
  "to_year": 2028,
  "verbatim": "And so I think that talent pool is going to matter a lot in the kind of the one year, two-year, Alex would say 6 months uh between now and when AI does absolutely everything.",
  "conv_cues": "I think",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "2026-2028",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "prereq",
      "label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
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      "expected_date": "2026-04-29",
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    {
      "kind": "prereq",
      "label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
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      "ordinal": -9,
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      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
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      "weight": 0.5,
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      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
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      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
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      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
      "status": "pending",
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      "source_id": "SEM_015",
      "expected_date": "2026-06-25",
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    },
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      "kind": "llm_pre_event",
      "label": "Frontier model achieves >=50% on a credible multi-domain 'do everything' agent benchmark (METR HCAST, GAIA hard, OSWorld)",
      "source": "METR HCAST; OpenAI/Anthropic agent capability disclosures",
      "status": "pending",
      "weight": 0.4,
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      "expected_date": "2026-11-29",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-06-30",
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      },
      "measurement_criterion": "Public benchmark leaderboard for agentic multi-domain tasks (browser, coding, research, scheduling, file ops) shows top model >=50% on hard split; current state-of-art ~30-40% as of early 2026"
    },
    {
      "kind": "llm_pre_event",
      "label": "AI agent autonomously completes a multi-week real-world commercial project end-to-end without human intervention beyond initial brief",
      "source": "G2 Enterprise AI Agents 2026 report; Deloitte State of AI 2026",
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      "source_id": null,
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      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
   
... (truncated)