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INF_054predictionEnergysynthetic-hydrocarbons-nuclear

Valar HTGR gigasites will chemically store excess energy by synthesizing carbon-neutral hydrocarbon fuels from high-temperature nuclear heat — addressing a trillion-dollar TAM by decarbonizing steel, cement, and petrochemicals.

Predictor: Isaiah Taylor

Prior probability
18.0%
Current probability
16.3%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2030-01-01 – 2040-11-30
Edges in / out
2 / 0
Tickers exposed
28

Prediction text

Valar HTGR gigasites will chemically store excess energy by synthesizing carbon-neutral hydrocarbon fuels from high-temperature nuclear heat — addressing a trillion-dollar TAM by decarbonizing steel, cement, and petrochemicals. | First commercial HTGR thermochemical demo

Key catalyst: First commercial HTGR thermochemical demo

Watch events: Valar synthetic-fuel pilot; DOE industrial-heat grants; first HTGR Fischer-Tropsch demo

Resolution evidence

Status: pending

HTGR-driven thermochemical water splitting and Fischer-Tropsch synthesis are theoretically viable; no commercial-scale deployment demonstrated. Terrapower, X-energy pursuing adjacent industrial-heat applications.

Predictor: Isaiah Taylor

κ + Brier as of 2026-05-22
κ (discount)
0.500
Brier
Hits / Misses
0 / 0
Hit rate

Evidence about this node from Isaiah Taylor 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

1 prob_history rows
0%25%50%75%100%prior 18%2026-04-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 16.3%

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: 1 fired ✓ · 6 pending
  1. 2025-11-17hitValar Atomics achieves Project NOVA zero-power criticality at Los Alamos / Nevada test site
    How: Public Valar/LANL announcement confirming first criticality of Nova Core
    Source: deep_research_enrichedconf 95%
  2. 2026-07-04pendingDOE Reactor Pilot Program criticality target — Valar full-power criticality at Utah site
    How: DOE confirms Valar Ward 250 reactor achieved full criticality at INL/Utah by July 4, 2026
    Source: deep_research_enrichedconf 50%
  3. 2027-06-01 → 2029-12-31pendingValar HTGR begins thermochemical hydrogen synthesis demo (helium loop coupled to electrolyzer/Fischer-Tropsch)
    How: Public Valar press release / DOE NEPA document confirming first synthetic hydrocarbon fuel production from HTGR heat
    Source: deep_research_enrichedconf 40%
  4. 2031-10-03pendingQ1 window check-in (25%)
  5. 2030-01-01 → 2033-12-31pendingFirst Valar gigasite (multi-reactor cluster ≥500 MWth) breaks ground for industrial heat customer
    How: Public groundbreaking + offtake agreement for ≥500 MW thermal Valar HTGR gigasite serving steel/cement/petrochem customer
    Source: deep_research_enrichedconf 30%
  6. 2033-07-05pendingQ2 window check-in (50%)
  7. 2035-04-06pendingQ3 window check-in (75%)
  8. 2035-01-01 → 2040-11-30pendingCommercial gigasite produces synthetic carbon-neutral hydrocarbons at industrial scale (≥1M tonnes/yr)
    How: EIA / DOE annual fuel production data attributes ≥1Mt/yr synthetic hydrocarbons to Valar gigasite output
    Source: deep_research_enrichedconf 20%

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: 16%)

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
LBP2026-04-30T02:18:57Z16.3%-1.7pp
Network propagation: 18.0% → 16.3%
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%0.0500.180-0.029
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.180-0.003

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

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$1T TAM",
  "mode": "FORECAST",
  "role": "Cited-CEO",
  "context": "Elegant architectural solution to grid-storage insufficiency: batteries cannot store multi-GW output economically, but synthetic-hydrocarbon production consumes excess thermal energy productively. Couples with INF_066 (battery-limit thesis).",
  "to_year": 2040,
  "conv_cues": "TAM framing; process-chemistry thesis",
  "direction": "HAPPEN",
  "from_year": 2030,
  "timeframe": "2030-2040",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Valar Atomics achieves Project NOVA zero-power criticality at Los Alamos / Nevada test site",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.valaratomics.com/docs/Project-Nova",
      "expected_date": "2025-11-17",
      "observed_date": "2025-11-17",
      "research_origin": "deep_research",
      "measurement_criterion": "Public Valar/LANL announcement confirming first criticality of Nova Core"
    },
    {
      "kind": "llm_pre_event",
      "label": "DOE Reactor Pilot Program criticality target — Valar full-power criticality at Utah site",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://neutronbytes.com/2025/08/17/doe-selects-11-firms-for-advanced-reactor-pilot-program/",
      "expected_date": "2026-07-04",
      "research_origin": "deep_research",
      "measurement_criterion": "DOE confirms Valar Ward 250 reactor achieved full criticality at INL/Utah by July 4, 2026"
    },
    {
      "kind": "llm_pre_event",
      "label": "Valar HTGR begins thermochemical hydrogen synthesis demo (helium loop coupled to electrolyzer/Fischer-Tropsch)",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.4,
      "source_url": "https://www.neimagazine.com/news/valar-atomics-nets-funding-for-htgr/",
      "expected_date": "2028-09-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2029-12-31",
        "from": "2027-06-01"
      },
      "measurement_criterion": "Public Valar press release / DOE NEPA document confirming first synthetic hydrocarbon fuel production from HTGR heat"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2031-10-03",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First Valar gigasite (multi-reactor cluster ≥500 MWth) breaks ground for industrial heat customer",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.3,
      "source_url": "https://research.contrary.com/company/valar-atomics",
      "expected_date": "2032-01-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2033-12-31",
        "from": "2030-01-01"
      },
      "measurement_criterion": "Public groundbreaking + offtake agreement for ≥500 MW thermal Valar HTGR gigasite serving steel/cement/petrochem customer"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2033-07-05",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -1,
      "source_id": null,
      "expected_date": "2035-04-06",
      "observed_date": null

... (truncated)