← Cockpit
INF_045predictionEnergynuclear-renaissance-capex

Nuclear sector will draw approximately $1.5 trillion in cumulative capital investment through 2050, increasing nuclear's share of global energy supply from ~10% currently to ~17%.

Predictor: Morgan Stanley

Prior probability
65.0%
Current probability
51.1%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
in_progress
Window
2026-01-01 – 2050-11-30
Edges in / out
2 / 0
Tickers exposed
28

Prediction text

Nuclear sector will draw approximately $1.5 trillion in cumulative capital investment through 2050, increasing nuclear's share of global energy supply from ~10% currently to ~17%. | Next hyperscaler nuclear PPA announcement

Key catalyst: Next hyperscaler nuclear PPA announcement

Watch events: NRC SMR license approvals; BYOP nuclear PPAs (Meta/MSFT/Google/Amazon); international reactor orders

Resolution evidence

Status: in_progress

Three Mile Island restart agreement; AWS-Talen deal; Alphabet/Kairos 500 MW; Oklo, X-energy, NuScale capital raises all support directional trend. Pace to hit $1.5T by 2050 realistic.

Predictor: Morgan Stanley

κ + Brier as of 2026-05-22
κ (discount)
0.633
Brier
0.0442
excellent
Hits / Misses
1 / 0
of 2 resolved
Hit rate
50.0%
Calibration plot (stated vs observed)

Evidence about this node from Morgan Stanley 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

4 prob_history rows
0%25%50%75%100%prior 65%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 51.1%

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: 9 pending
  1. 2027-06-01 → 2027-12-31pendingMeta Clinton (Constellation) PPA commercial start
    How: Constellation Energy confirms Clinton Clean Energy Center begins delivering power under Meta 20-year PPA
    Source: Constellation Energy filings; Meta sustainability disclosuresconf 80%
  2. 2027-06-01 → 2028-06-30pendingThree Mile Island Unit 1 (CCEC) restart for Microsoft commercial operation
    How: Constellation Energy press release confirms commercial-operation date for the restarted CCEC Unit 1 reactor under Microsoft 20-year PPA
    Source: Constellation Energy investor releases; NRC restart authorization filingsconf 75%
  3. 2026-12-01 → 2030-12-31pendingIEA or Morgan Stanley raises 2050 nuclear capex projection above $1.5T baseline
    How: Morgan Stanley research note or IEA World Energy Outlook revises cumulative nuclear capex-to-2050 projection upward — explicitly above $1.5T baseline
    Source: Morgan Stanley nuclear research notes; IEA World Energy Outlook annual editionsconf 55%
  4. 2027-01-01 → 2030-12-31pendingCumulative announced hyperscaler nuclear PPA capacity exceeds 25 GW
    How: Sum of announced and signed PPAs between hyperscalers (AWS, Microsoft, Google, Meta, Equinix, Oracle) and nuclear operators (existing fleet plus new SMR/AMR) reaches >25 GW per S&P or Wood Mackenzie tracker
    Source: S&P Global Commodity Insights nuclear PPA tracker; Wood Mackenzie Power & Renewables; IEA nuclear databaseconf 65%
  5. 2030-05-09pendingQ1 window check-in (25%)
  6. 2030-01-01 → 2032-12-31pendingFirst U.S. SMR/AMR commercial operation serving hyperscaler load
    How: NRC issues operating license; first SMR or advanced reactor (Kairos Hermes, BWRX-300, X-energy Xe-100, or equivalent) reaches commercial operation under PPA with Google/Amazon/Microsoft/Meta/Equinix
    Source: NRC operating license issuances; Kairos Power, GEH, X-energy, Oklo press releasesconf 60%
  7. 2034-09-15pendingQ2 window check-in (50%)
  8. 2032-01-01 → 2042-12-31pendingNuclear share of global electricity generation crosses 12%
    How: IEA Electricity Information report or BP Statistical Review confirms nuclear exceeds 12% of global electricity generation (intermediate waypoint between today's ~10% and 17% target)
    Source: IEA Electricity Information; BP Statistical Review of World Energyconf 50%
  9. 2039-01-21pendingQ3 window check-in (75%)

No downstream cascades — this prediction is a leaf in the dependency graph.

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: 51%)

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
LBP2026-05-10T02:00:02Z51.1%-1.0pp
Network propagation: 52.1% → 51.1%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z52.1%-2.0pp
Network propagation: 54.1% → 52.1%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z54.1%-3.8pp
Network propagation: 57.9% → 54.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z57.9%-7.1pp
Network propagation: 65.0% → 57.9%
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%0.0500.650-0.071
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.650+0.049

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

28 ticker(s) linked

Beneficiaries (22)

FCELXEOKLOCRWVLEULTBRWULFBLDPNNESMREQIXAEPAMZNBECEGDGEVGOOGLMETAMSFTRYCEYVST

Prerequisites (2)

Predictions that must hit first
TypePredTitleDomainLag
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK01AGI Capability Plateau (2026-27 Training Stall)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Validations (1)

Resolution events
Observed atStatusByNotes
2026-04-29partialthesis_timeline_v1.0_importThree Mile Island restart agreement; AWS-Talen deal; Alphabet/Kairos 500 MW; Oklo, X-energy, NuScale capital raises all support directional trend. Pace to hit $1.5T by 2050 realistic.

Linked documents (5)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.612edgar_8kNano Nuclear Energy Inc. (NNE) (CIK 0001923891)mentionspending2026-05-15
0.612edgar_8kNano Nuclear Energy Inc. (NNE) (CIK 0001923891)mentionspending2026-05-29
0.568manifoldWill Iran fully enrich uranium stockpiles to a level of 90% before July?10%mentionspending2026-06-04
0.567polymarketUS obtains Iranian enriched uranium by April 30?0%mentionspending2026-04-17
0.564polymarketUS obtains Iranian enriched uranium by June 30?3%mentionspending2026-05-07

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$1.5T; 10%→17%",
  "mode": "FORECAST",
  "role": "Cited-Firm",
  "context": "Morgan Stanley Tech-and-Innovation 2030 Outlook. Frames nuclear as the only zero-carbon, high-density, continuously firm baseload capable of sustaining trillion-dollar AI data centers. Couples with INF_051 (Huang SMR co-location) and INF_057-059 (Helion fusion).",
  "to_year": 2050,
  "conv_cues": "specific dollar figure; explicit percentage transition",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "2026-2050",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Meta Clinton (Constellation) PPA commercial start",
      "source": "Constellation Energy filings; Meta sustainability disclosures",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.8,
      "source_url": "https://enkiai.com/nuclear/meta-terrapower-oklo-data-centers/",
      "expected_date": "2027-09-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2027-06-01"
      },
      "measurement_criterion": "Constellation Energy confirms Clinton Clean Energy Center begins delivering power under Meta 20-year PPA"
    },
    {
      "kind": "llm_pre_event",
      "label": "Three Mile Island Unit 1 (CCEC) restart for Microsoft commercial operation",
      "source": "Constellation Energy investor releases; NRC restart authorization filings",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.75,
      "source_url": "https://markets.financialcontent.com/bpas/article/tokenring-2026-1-26-nuclear-intelligence-how-microsofts-three-mile-island-deal-is-powering-the-ai-renaissance",
      "expected_date": "2027-12-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-06-30",
        "from": "2027-06-01"
      },
      "measurement_criterion": "Constellation Energy press release confirms commercial-operation date for the restarted CCEC Unit 1 reactor under Microsoft 20-year PPA"
    },
    {
      "kind": "llm_pre_event",
      "label": "IEA or Morgan Stanley raises 2050 nuclear capex projection above $1.5T baseline",
      "source": "Morgan Stanley nuclear research notes; IEA World Energy Outlook annual editions",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2028-12-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2030-12-31",
        "from": "2026-12-01"
      },
      "measurement_criterion": "Morgan Stanley research note or IEA World Energy Outlook revises cumulative nuclear capex-to-2050 projection upward — explicitly above $1.5T baseline"
    },
    {
      "kind": "llm_post_event",
      "label": "Cumulative announced hyperscaler nuclear PPA capacity exceeds 25 GW",
      "source": "S&P Global Commodity Insights nuclear PPA tracker; Wood Mackenzie Power & Renewables; IEA nuclear database",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.65,
      "expected_date": "2028-12-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2030-12-31",
        "from": "2027-01-01"
      },
      "measurement_criterion": "Sum of announced and signed PPAs between hyperscalers (AWS, Microsoft, Google, Meta, Equinix, Oracle) and nuclear operators (existing fleet plus new SMR/AMR) reaches >25 GW per S&P or Wood Mackenzie tracker"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2030-05-09",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First 
... (truncated)