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247_029predictionBiotech/LongevityAI-scaling

OpenAI Foundation's cure for Alzheimer's could spawn a trillion-dollar pharma company

Predictor: Alex Wissner-Gross · ep#247 "Elon Musk vs. Sam Altman, AI Job Loss, and OpenAI's $852B Valuation EP #247" · source

Prior probability
45.0%
Current probability
37.8%
evolves via intake + LBP
Conviction
3/5
Signal quality
B
Resolution
pending
Window
2026-04-30 – 2031-12-31
Edges in / out
5 / 0
Tickers exposed
38

Prediction text

OpenAI Foundation's cure for Alzheimer's could spawn a trillion-dollar pharma company | I do think it's worth considering what happens if and when the Open AI Foundation succeeds and cures Alzheimer's and that that will be a blockbuster drug, maybe create its own Eli Liy scale trillion dollar pharma company.

Watch events: OpenAI next funding round; IPO timing; revenue disclosures

Verbatim quote

From episode "Elon Musk vs. Sam Altman, AI Job Loss, and OpenAI's $852B Valuation EP #247"
I do think it's worth considering what happens if and when the Open AI Foundation succeeds and cures Alzheimer's and that that will be a blockbuster drug, maybe create its own Eli Liy scale trillion dollar pharma company.

Predictor: Alex Wissner-Gross

κ + Brier as of 2026-05-22
κ (discount)
0.844
Brier
0.0341
excellent
Hits / Misses
6 / 1
of 11 resolved
Hit rate
54.5%
Calibration plot (stated vs observed)

Evidence about this node from Alex Wissner-Gross is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).

Reference class

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

3 prob_history rows
0%25%50%75%100%prior 45%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 37.8%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 2 fired ✓ · 5 pending
  1. 2026-04-13hitOpenAI Foundation pledges $100M for Alzheimer's research at 6 institutions
    How: OpenAI Foundation publicly commits >= $100M in Alzheimer's R&D grants to a named institutional consortium
    Source: deep_research_enrichedconf 95%
  2. 2026-04-14hitOpenAI x Novo Nordisk drug-discovery partnership announced (broader pharma platform)
    How: OpenAI Foundation announces structured partnership with Novo Nordisk to accelerate AI drug discovery
    Source: deep_research_enrichedconf 88%
  3. 2027-03-21pendingQ1 window check-in (25%)
  4. 2028-02-10pendingQ2 window check-in (50%)
  5. 2027-01-01 → 2029-06-30pendingFirst repurposed off-patent compound from OpenAI program shows positive Alzheimer's biomarker signal
    How: Peer-reviewed publication of a repurposed compound (identified via OpenAI's AI causal-map approach) showing significant biomarker improvement
    Source: deep_research_enrichedconf 40%
  6. 2027-06-01 → 2029-06-30pendingFirst OpenAI-Foundation backed Alzheimer's drug candidate enters Phase 1 clinical trial
    How: Clinicaltrials.gov registration of Phase 1 trial for an Alzheimer's compound originated through OpenAI Foundation grant program
    Source: deep_research_enrichedconf 45%
  7. 2029-01-01pendingQ3 window check-in (75%)
  8. 2029-01-01 → 2031-12-31pendingSpinout/IPO of any AI-pharma company launched from OpenAI Alzheimer's program crosses $10B valuation
    How: AI-pharma company traceable to OpenAI Foundation Alzheimer's program reaches >= $10B valuation in IPO or private round
    Source: deep_research_enrichedconf 25%
  9. 2030-01-01 → 2031-12-31pendingFirst FDA approval of OpenAI-Foundation lineage Alzheimer's drug
    How: FDA approval letter for any compound traceable to OpenAI Foundation Alzheimer's grant program
    Source: deep_research_enrichedconf 18%

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 38%)

Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"

Evidence chain

Every probability update with full Bayesian provenance — chronological, latest first
LBP2026-05-03T02:00:01Z37.8%-1.1pp
Network propagation: 38.9% → 37.8%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z38.9%-2.1pp
Network propagation: 40.9% → 38.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z40.9%-4.1pp
Network propagation: 45.0% → 40.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.450-0.068
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.450-0.048
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.450+0.032
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.450+0.024
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.450+0.012

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

38 ticker(s) linked

Beneficiaries (24)

NBISNVDAPLABEQIXAPLDASMIYASMLWULFIRENALABMUCRWVAMZNMSFTSTXSFTBYDELLAMTORCLGOOGLAAPLIRMLNVGYMETA

Adverse (6)

IBMACNCHGGGENLRNWNS

Prerequisites (5)

Predictions that must hit first
TypePredTitleDomainLag
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (7)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.578fdaFDA BLA761069: IMFINZI (DURVALUMAB) — ASTRAZENECA UK LTDmentionspending2026-05-28
0.571fdaFDA NDA021379: ELIGARD KIT (LEUPROLIDE ACETATE) — TOLMARmentionspending2026-05-06
0.565fdaFDA BLA761340: EPYSQLI (ECULIZUMAB-AAGH) — SAMSUNG BIOEPIS CO LTDmentionspending2026-04-28
0.563fdaFDA NDA021343: ELIGARD KIT (LEUPROLIDE ACETATE) — TOLMARmentionspending2026-05-06
0.559fdaFDA ANDA212597: PIRFENIDONE (PIRFENIDONE) — AUROBINDO PHARMAmentionspending2026-04-20
0.531edgar_8kEditas Medicine, Inc. (EDIT) (CIK 0001650664)mentionspending2026-05-14
0.531edgar_8kEditas Medicine, Inc. (EDIT) (CIK 0001650664)mentionspending2026-05-05

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "Trillion dollar pharma",
  "url": "https://www.youtube.com/watch?v=5ak26W2YNRY",
  "mode": "SPECULATION",
  "role": "Host",
  "caveats": "Conditional",
  "context": "when the Open AI Foundation succeeds and cures Alzheimer's and that that will be a blockbuster drug, maybe create its own Eli Liy scale trillion dollar pharma company",
  "verbatim": "I do think it's worth considering what happens if and when the Open AI Foundation succeeds and cures Alzheimer's and that that will be a blockbuster drug, maybe create its own Eli Liy scale trillion dollar pharma company.",
  "conv_cues": "if and when",
  "direction": "NUMERIC_TARGET",
  "timeframe": "Future",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "OpenAI Foundation pledges $100M for Alzheimer's research at 6 institutions",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://localnewsmatters.org/2026/04/13/alzheimers-research-initiative-openai-foundation/",
      "expected_date": "2026-04-13",
      "observed_date": "2026-04-13",
      "research_origin": "deep_research",
      "measurement_criterion": "OpenAI Foundation publicly commits >= $100M in Alzheimer's R&D grants to a named institutional consortium"
    },
    {
      "kind": "llm_pre_event",
      "label": "OpenAI x Novo Nordisk drug-discovery partnership announced (broader pharma platform)",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.88,
      "source_url": "https://www.euronews.com/health/2026/04/14/novo-nordisk-joins-forces-with-openai-to-fast-track-drug-research",
      "expected_date": "2026-04-14",
      "observed_date": "2026-04-14",
      "research_origin": "deep_research",
      "measurement_criterion": "OpenAI Foundation announces structured partnership with Novo Nordisk to accelerate AI drug discovery"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2027-03-21",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2028-02-10",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First repurposed off-patent compound from OpenAI program shows positive Alzheimer's biomarker signal",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.4,
      "source_url": "https://gizmodo.com/the-openai-foundations-new-alzheimers-effort-helps-demystify-ai-will-cure-all-diseases-2000744304",
      "expected_date": "2028-03-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2029-06-30",
        "from": "2027-01-01"
      },
      "measurement_criterion": "Peer-reviewed publication of a repurposed compound (identified via OpenAI's AI causal-map approach) showing significant biomarker improvement"
    },
    {
      "kind": "llm_pre_event",
      "label": "First OpenAI-Foundation backed Alzheimer's drug candidate enters Phase 1 clinical trial",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.45,
      "source_url": "https://openaifoundation.org/news/ai-for-alzheimers",
      "expected_date": "2028-06-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2029-06-30",
        "from": "2027-06-01"
      },
      "measurement_criterion": "Clinic
... (truncated)