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INF_053predictionEnergynuclear-gigasite-architecture

Valar Atomics "Nuclear Gigasite" model — clustering hundreds of identical High-Temperature Gas Reactors (HTGR) on a single remote heavily-regulated site — will emerge as the dominant deployment architecture for advanced fission, superseding scattered S...

Predictor: Isaiah Taylor

Prior probability
30.0%
Current probability
28.1%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2028-01-01 – 2035-10-31
Edges in / out
1 / 0
Tickers exposed
28

Prediction text

Valar Atomics "Nuclear Gigasite" model — clustering hundreds of identical High-Temperature Gas Reactors (HTGR) on a single remote heavily-regulated site — will emerge as the dominant deployment architecture for advanced fission, superseding scattered SMR approaches. | Valar first fueled reactor site announcement

Key catalyst: Valar first fueled reactor site announcement

Watch events: Valar first NRC pre-application meeting; first fueled reactor site selection; capital raises

Resolution evidence

Status: pending

Ward Zero non-nuclear thermal prototype completed in ~10 months (early 2025). Valar has raised ~$19M seed. Licensed site and first fueled reactor still pending.

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 30%2026-04-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 28.1%

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: 2 fired ✓ · 7 pending
  1. 2025-09-25hitValar selected for DOE Reactor Pilot Program
    How: Valar Atomics named in official DOE pilot announcement for advanced reactor demonstration with criticality milestone deadline
    Source: ANS Sept 2025: Valar broke ground in Utah; one of 11 selected by DOE for Reactor Pilot Program targeting July 4 2026 criticalityconf 99%
  2. 2026-02-18hitWard250 reactor delivered to Utah test site
    How: Valar's Ward250 (75MWth HTGR with TRISO fuel, helium coolant) physically delivered to gigasite test location with regulatory groundwork in place
    Source: ANS Feb 2026: Ward250 reactor delivered to Utahconf 99%
  3. 2026-07-04 → 2027-06-30pendingFirst Valar HTGR achieves criticality
    How: First Valar HTGR reaches criticality milestone — DOE Reactor Pilot Program July 4 2026 deadline (with extension allowed)
    Source: DOE Reactor Pilot Program structure; Nuclear Engineering International Valar funding profileconf 50%
    Notes: Critical bar — without first criticality the gigasite thesis collapses.
  4. 2029-05-22pendingQ1 window check-in (25%)
  5. 2027-01-01 → 2031-12-31pendingNRC streamlined licensing path for clustered HTGRs
    How: NRC issues new licensing rule, generic environmental impact statement, or part 53 framework explicitly accommodating multi-reactor HTGR gigasite deployment
    Source: Neutron Bytes 2026 — Valar suing NRC alongside states; broader regulatory reform pressureconf 40%
    Notes: Required institutional shift for gigasite to scale to 100+ reactors per site.
  6. 2028-01-01 → 2032-12-31pendingMulti-reactor cluster (>5) operational at single Valar site
    How: Valar or comparable HTGR developer operates >5 reactors at single permitted site, demonstrating gigasite cluster architecture in practice
    Source: Valar gigasite design; SteelAtlas analysis; Contrary Research breakdownconf 40%
  7. 2030-10-12pendingQ2 window check-in (50%)
  8. 2029-01-01 → 2033-12-31pendingFirst commercial revenue from gigasite synthetic-fuel output
    How: Valar or comparable gigasite operator reports >$100M annual revenue from synthetic fuels (jet fuel, methanol, ammonia) produced at HTGR cluster
    Source: Valar mission and technology pages; SteelAtlas $1B/100-reactor revenue projectionconf 30%
    Notes: Direct test of full gigasite business model proving out vs scattered SMR alternatives.
  9. 2032-03-03pendingQ3 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: 28%)

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
LBP2026-04-30T02:18:57Z28.1%-1.9pp
Network propagation: 30.0% → 28.1%
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
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.300-0.019

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

28 ticker(s) linked

Beneficiaries (22)

FCELXEOKLOCRWVLEULTBRWULFBLDPNNESMREQIXAEPAMZNBECEGDGEVGOOGLMETAMSFTRYCEYVST

Prerequisites (1)

Predictions that must hit first
TypePredTitleDomainLag
killerTK01AGI Capability Plateau (2026-27 Training Stall)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (6)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.643arxivBRICKS: Compositional Neural Markov Kernels for Zero-Shot Radiation-Matter Simulationmentionspending2026-05-07
0.629arxivNeural Operator-Based Surrogate Model for CFD:Helical Coil Steam Generator in Small Modular Reactormentionspending2026-05-28
0.581arxivA new completely parameter-free clustering algorithm for unsupervised classification of BATSE gamma-ray burstsmentionspending2026-05-28
0.567fdaFDA NDA021366: CRESTOR (ROSUVASTATIN CALCIUM) — ASTRAZENECAmentionspending2026-04-29
0.561arxivConstraints on the inflationary vacuum and reheating era from NANOGravmentionspending2026-05-06
0.550fdaFDA ANDA204687: VALSARTAN AND HYDROCHLOROTHIAZIDE (HYDROCHLOROTHIAZIDE) — SCIEGEN PHARMSmentionspending2026-04-23

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "multi-GW clusters",
  "mode": "FORECAST",
  "role": "Cited-CEO",
  "context": "Backed by Alpha School founders Joe Liemandt and MacKenzie Price (couples with INF_041). Taylor's insight: scattered SMRs exacerbate nuclear's cost/regulatory problems; cluster model flips permitting economics.",
  "to_year": 2035,
  "conv_cues": "explicit architectural thesis; operational prototype",
  "direction": "HAPPEN",
  "from_year": 2028,
  "timeframe": "2028-2035",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Valar selected for DOE Reactor Pilot Program",
      "source": "ANS Sept 2025: Valar broke ground in Utah; one of 11 selected by DOE for Reactor Pilot Program targeting July 4 2026 criticality",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.ans.org/news/2025-09-25/article-7408/valar-atomics-breaks-ground-in-utah/",
      "expected_date": "2025-09-01",
      "observed_date": "2025-09-25",
      "research_origin": "deep_research",
      "measurement_criterion": "Valar Atomics named in official DOE pilot announcement for advanced reactor demonstration with criticality milestone deadline"
    },
    {
      "kind": "llm_pre_event",
      "label": "Ward250 reactor delivered to Utah test site",
      "source": "ANS Feb 2026: Ward250 reactor delivered to Utah",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.ans.org/news/2026-02-18/article-7764/ward250-reactor-rides-cargo-to-utah/",
      "expected_date": "2026-02-18",
      "observed_date": "2026-02-18",
      "research_origin": "deep_research",
      "measurement_criterion": "Valar's Ward250 (75MWth HTGR with TRISO fuel, helium coolant) physically delivered to gigasite test location with regulatory groundwork in place"
    },
    {
      "kind": "llm_pre_event",
      "label": "First Valar HTGR achieves criticality",
      "notes": "Critical bar — without first criticality the gigasite thesis collapses.",
      "source": "DOE Reactor Pilot Program structure; Nuclear Engineering International Valar funding profile",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://www.neimagazine.com/news/valar-atomics-nets-funding-for-htgr/",
      "expected_date": "2026-12-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-07-04"
      },
      "measurement_criterion": "First Valar HTGR reaches criticality milestone — DOE Reactor Pilot Program July 4 2026 deadline (with extension allowed)"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2029-05-22",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "NRC streamlined licensing path for clustered HTGRs",
      "notes": "Required institutional shift for gigasite to scale to 100+ reactors per site.",
      "source": "Neutron Bytes 2026 — Valar suing NRC alongside states; broader regulatory reform pressure",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.4,
      "source_url": "https://neutronbytes.com/2026/02/28/questions-abound-about-valar-atomics/",
      "expected_date": "2029-07-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2031-12-31",
        "from": "2027-01-01"
      },
      "measurement_criterion": "NRC issues new licensing rule, generic environmental impact statement, or part 53 framework explicitly accommodating multi-reactor HTGR gigasite deployment"
    },
    {
      "kind": "llm_pre_ev
... (truncated)