Artificial General Intelligence will be achieved by 2029; humans will begin to merge with AI; computational intelligence will multiply a thousandfold, triggering a technological singularity where growth becomes uncontrollable and irreversible.

Artificial General Intelligence will be achieved by 2029; humans will begin to merge with AI; computational intelligence will multiply a thousandfold, triggering a technological singularity where growth becomes uncontrollable and irreversible. | Frontier model full-expert-level benchmark pass

Key catalyst: Frontier model full-expert-level benchmark pass

Watch events: Frontier model benchmark evaluations; GDPval / ARC-AGI progression; enterprise agentic deployment

OpenAI GPT-5/6-class systems, Anthropic Claude Opus 4.7, Google Gemini 3 Deep Think all approach AGI benchmarks. 2029 target plausible; 1000x intelligence multiplier more speculative.

{
  "nia": false,
  "qty": "1000x intelligence",
  "mode": "FORECAST",
  "role": "Cited-Other",
  "context": "Kurzweil's 1999-era forecast still intact; he is now the CONSERVATIVE anchor against the more aggressive Altman/Musk/Amodei/Aschenbrenner 2026-2027 window. 86% historical accuracy across 147 past predictions makes 2029 the most defensible single-year AGI target.",
  "to_year": 2029,
  "conv_cues": "decades-long consistent forecast; specific year; explicit singularity framing",
  "direction": "HAPPEN",
  "from_year": 2029,
  "timeframe": "by 2029",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Frontier model scores >90% on GPQA Diamond expert-knowledge benchmark",
      "source": "Frontier benchmark progression 2025-2026 / Aschenbrenner trajectory",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://pro.stockalarm.io/blog/situational-awareness-two-years-later",
      "expected_date": "2026-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Public release (OpenAI, Anthropic, Google DeepMind, xAI) of model scoring >=90% on GPQA Diamond, a PhD-level expert-knowledge benchmark; verified by independent evaluator"
    },
    {
      "kind": "llm_pre_event",
      "label": "Frontier model passes formal Turing-test-equivalent at multi-day human-level conversation",
      "source": "Kurzweil Turing-test convincingly criterion",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.4,
      "source_url": "https://grokipedia.com/page/2029_in_artificial_intelligence",
      "expected_date": "2027-08-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2026-04-30"
      },
      "measurement_criterion": "Peer-reviewed study or formal industry test (METR, Apollo Research, UK AISI) demonstrates model indistinguishable from human in extended (>1hr) blind conversational evaluation by domain experts"
    },
    {
      "kind": "llm_pre_event",
      "label": "Major AI lab declares internal AGI achievement",
      "source": "Amodei 2-3yr aggressive timeline + Altman imminent claims",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.45,
      "source_url": "https://venturebeat.com/ai/agi-is-coming-faster-than-we-think-we-must-get-ready-now",
      "expected_date": "2028-01-02",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2029-09-05",
        "from": "2026-04-30"
      },
      "measurement_criterion": "OpenAI, Anthropic, Google DeepMind, or xAI formally declares achievement of AGI per their published charter definition; covered by NYT/WSJ/FT"
    },
    {
      "kind": "llm_pre_event",
      "label": "First widely-reported brain-computer interface clinical trial achieves AI-augmented cognition",
      "source": "Kurzweil human-AI merger criterion",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.35,
      "source_url": "https://www.teamday.ai/ai/ray-kurzweil-moonshots-agi-2029-singularity",
      "expected_date": "2028-05-04",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2029-09-05",
        "from": "2027-01-01"
      },
      "measurement_criterion": "Neuralink, Synchron, Paradromics, or Precision Neuroscience publishes peer-reviewed trial showing AI-mediated cognitive augmentation (not just motor control) in human participants"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2029-03-03",
      "observed_date": null
    },
    {
      "kind": "scenario_sig
... (truncated)