Math is cooked (will be solved), physics cooked, biology char broiled.

Math is cooked (will be solved), physics cooked, biology char broiled. | Math is cooked. Yes, math is cooked. Physics is cooked. biology is going to be broiled, char broiled, and we're going to be the beneficiaries. | Next frontier model release (Claude/GPT/Gemini)

Key catalyst: Next frontier model release (Claude/GPT/Gemini)

Math is cooked. Yes, math is cooked. Physics is cooked. biology is going to be broiled, char broiled, and we're going to be the beneficiaries.

Alex's math/physics/biology cooked call; directionally validated by AlphaFold3, AlphaProof, GPT-5.4 reasoning. 'Cooked' is hyperbole, 'rapidly progressing' accurate.

Beneficiaries (23)

Adverse (6)

{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=HklyjXKYFng",
  "mode": "THESIS",
  "role": "Host",
  "context": "If it can solve six out of 10, it can solve all within the next couple months. It'll happen in massive parallel...Math is cooked. Yes, math is cooked. Physics is cooked. biology is going to be broiled, char broiled, and we're going to be the beneficiaries.",
  "to_year": 2028,
  "verbatim": "Math is cooked. Yes, math is cooked. Physics is cooked. biology is going to be broiled, char broiled, and we're going to be the beneficiaries.",
  "conv_cues": "cooked; going to be",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "near future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Frontier model achieves IMO gold-medal performance in formal proof generation",
      "notes": "HIT — Gemini Deep Think + OpenAI experimental model scored gold at IMO 2025.",
      "source": "https://deepmind.google/blog/advanced-version-of-gemini-with-deep-think-officially-achieves-gold-medal-standard-at-the-international-mathematical-olympiad/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://deepmind.google/blog/advanced-version-of-gemini-with-deep-think-officially-achieves-gold-medal-standard-at-the-international-mathematical-olympiad/",
      "expected_date": "2025-07-31",
      "observed_date": "2025-07-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Frontier LLM scores >=35/42 on official International Mathematical Olympiad with verified evaluation"
    },
    {
      "kind": "prereq",
      "label": "Figure's 3,000 B200 GPU cluster is coming online for Helix pre-training with much larger GPUs planned.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "229_047",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "A billion-dollar revenue company is already being run by an AI CEO (with human as legal puppet).",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "230_001",
      "expected_date": "2026-06-02",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "Figure will graduate from room-scale autonomy to full-house autonomy next.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -7,
      "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": -6,
      "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": -5,
      "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": -4,
      "source_id": "229_004",
      "expected_date": "2026-07-18",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "AI demonstrates novel physics derivation in peer-reviewed venue",
      "notes": "Wissner-Gross's PSI lab explicitly targets 'reasons like a theorist, validates like a computational physicist' system.",
      "source": "https://theinnermostloop.substack.com/p/physical-superintelligence",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confid
... (truncated)