By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention.

By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention. | Autonomous research agent benchmarks

Key catalyst: Autonomous research agent benchmarks

Watch events: Autonomous experiment-design systems; material discovery wins; AI-authored publications in top journals.

Anthropic/Amodei timeline (AGI 2026-2027) is even more aggressive; DeepMind AlphaEvolve and OpenAI internal research agents suggest directional validation.

Beneficiaries (13)

Adverse (4)

{
  "nia": false,
  "qty": "researcher-level",
  "mode": "FORECAST",
  "role": "Cited-CEO",
  "caveats": "Assumes continued compute + algorithmic scaling; requires unhobbling gains (memory, tool use, RL).",
  "context": "Second rung of Altman's capability roadmap; step up from supervised intern work to autonomous discovery. Requires long-horizon agent loops, tool use, and self-verification.",
  "to_year": 2028,
  "conv_cues": "will achieve; specific year; CEO",
  "direction": "HAPPEN",
  "from_year": 2028,
  "timeframe": "by 2028",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Sam Altman publicly commits OpenAI to fully autonomous AI researcher by 2028",
      "notes": "HIT - direct verbatim claim; this prediction source statement is now anchored to a public commitment.",
      "source": "TechCrunch - Sam Altman says OpenAI will have a legitimate AI researcher by 2028",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -12,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://techcrunch.com/2025/10/28/sam-altman-says-openai-will-have-a-legitimate-ai-researcher-by-2028/",
      "expected_date": "2025-10-28",
      "observed_date": "2025-10-28",
      "research_origin": "deep_research",
      "measurement_criterion": "Altman states publicly that OpenAI roadmap targets a legitimate AI researcher by 2028 conducting independent scientific work"
    },
    {
      "kind": "llm_pre_event",
      "label": "OpenAI commits to 30 GW of compute infrastructure",
      "source": "TechCrunch / Technology.org reporting on Altman 30 GW commitment",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -11,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://www.technology.org/2025/10/29/openais-ceo-sets-2028-deadline-for-openai-to-have-a-fully-automated-ai-researcher/",
      "expected_date": "2026-02-14",
      "observed_date": "2025-10-29",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-06-30",
        "from": "2025-10-01"
      },
      "measurement_criterion": "OpenAI announces or contractually commits to 30 GW cumulative compute capacity to support automated researcher buildout"
    },
    {
      "kind": "prereq",
      "label": "The next 12-18 months will be the largest AI transformation ever seen.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -10,
      "source_id": "229_013",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Figure will graduate from room-scale autonomy to full-house autonomy next.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "229_006",
      "expected_date": "2026-06-17",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "The current Figure facility will top out around 50,000 units per year at full capacity.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "229_015",
      "expected_date": "2026-06-18",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "Figure's entire 2026 roadmap will be built around Helix 2, extending from logistics to full-body long-horizon control.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "229_007",
      "expected_date": "2026-06-28",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "By summer 2026, Figure will have almost none of its supply chain in China.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "229_004",
      "expected_date": "2026-07-18",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "OpenAI delivers intern-level research assistant by Sept 2026",
      "notes": "Critical interim milestone - slip past 2026-09-30 should redu
... (truncated)