🛢 Energy & Commodities mixed · 1–3 years
A what‑if from the future

What if the US launches a wave of new nuclear reactors?

Washington fast-tracking loan guarantees for a dozen large reactors ignites a nuclear build-out — the modeled read is AI-capex/power-supply optimism (NVDA, semis) plus a copper-demand bid from grid and plant construction. Rhymes with the 2024 nuclear re-rating (Vistra/Constellation/Oklo) on the 'AI needs firm power' thesis. Skeptical note: large-reactor builds run a decade-plus (Vogtle ran years late and billions over), so the equity re-rate is a sentiment trade well ahead of any actual megawatts.

33%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 33% · 90% range 6–59% · 12 analogues · measured class tech_ai_bull 57% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bull ≈0.2842/yr → 57% in 3 yr57%
Analyst prior · editorial share 61% of the class35%
Pooled · weight 67%34%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)34%
Published33%

The class rate is measured from our dated, sourced event library (decade-normalized Poisson — the full table is public at base_rates.json). The variant’s share within its class is the analyst’s editorial call, published so you can audit it. A wider range means thinner precedent. Full recipe: methodology · scored at Reality Check.

The butterfly cascade

How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.

Resolution timeline — how this probability is moving

Our model's odds (gold) over time vs the crowd's (Polymarket, blue), from the past toward the 1–3 years horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. The gold path is an illustrative reconstruction anchored to today's estimate — real dated events, not a live re-estimate history.

loading the timeline…

What it would mean

If this plays out, it is a mixed shock. Washington fast-tracks loan guarantees for a dozen new large reactors, igniting a domestic nuclear construction boom. The trigger decomposes into signed root‑shocks — AI capex ▲ · Industrial demand ▲ — which propagate through our causal graph to the markets below.

If it happens — the markets it would move

Biggest moves first. Projected moves are cascade-model priors; hist A–B% = what comparable past events actually did (measured abnormal returns), and model prior · unmeasured marks markets with no analogue backing yet. Tap any market for its price history.

MarketClassProjected move
1Nvidia NVDAon Hyperliquid 📈 chartEquity▲ +1.0%
hist -3.69–+4.18% · other way +1.94% (n=12)
2Broadcom AVGOon Hyperliquid 📈 chartEquity▲ +0.7%
hist -0.59–+1.43% · other way +0.13% (n=11)
3Micron MUon Hyperliquid 📈 chartEquity▲ +0.7%
hist -2.78–+2.99% · other way +7.67% (n=12)
4Freeport (copper) FCX 📈 chartEquity▲ +0.6%
hist -3.4–+7.42% · other way +5.04% (n=12)
5Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.5%
hist -0.03–+0.68% · other way -0.35% (n=12)
6AMD AMDon Hyperliquid 📈 chartEquity▲ +0.3%
hist -1.45–+1.19% · other way -0.79% (n=12)
7TSMC TSMon Hyperliquid 📈 chartEquity▲ +0.3%
hist -1.37–+2.47% · other way -0.49% (n=12)
8Marvell MRVLon Hyperliquid 📈 chartEquity▲ +0.3%
hist -1.36–+1.5% · other way +0.68% (n=12)
9Copper XCUon Hyperliquid 📈 chartCommodity▲ +0.2%
hist -1.92–+4.12% · other way -2.04% (n=12)
10ASML ASMLon Hyperliquid 📈 chartEquity▲ +0.3%
hist -0.18–+0.44% · other way -2.31% (n=12)
11Qualcomm QCOMon Hyperliquid 📈 chartEquity▲ +0.2%
hist -0.96–+1.73% · other way -1.4% (n=12)
12Intel INTCon Hyperliquid 📈 chartEquity▲ +0.2%
hist -1.01–+5.08% · other way -4.14% (n=12)
13Platinum XPTon Hyperliquid 📈 chartCommodity▲ +0.1%
hist -5.36–+2.5% · other way +2.49% (n=12)
14Palladium XPDon Hyperliquid 📈 chartCommodity▲ +0.1%
hist -0.58–+0.66% · other way -1.46% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Short
For a common-man portfolio: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.
Also moves (not yet on Hyperliquid): Freeport (copper) +0.6%

Why we may diverge from history

Trust the cascade long on FCX/QCOM: the negatives are driven by copper-supply and chip-specific windows (Grasberg, copper tariff, TSMC) — a nuclear build-out is a fresh copper-demand channel those off-channel analogues miss.

Historical precedent — what analogous events actually did

Across 12 analogous events (overlap‑weighted), as abnormal returns — market beta stripped, so it's the event's own effect, not the market backdrop. Shown at 20 days (persistent) and 5 days (immediate); ↺ fades = the two horizons disagree. Confidence = consistency × sample × significance.

PJM grid emergency during Winter Storm Elliott 2022-12 Texas grid failure during Winter Storm Uri 2021-02 Northeast blackout cascading grid failure hits ~55 million 2003-08 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Niger coup d'etat 2023-07 California rolling blackouts during a record heatwave 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 Platinum hits all-time record near $2,290 on South African power crisis 2008-03 South Africa Eskom power emergency spikes platinum/PGMs 2008-01 Amaranth Advisors natural-gas blowup 2006-09
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
INTC INTCLONG+4.3% · 5d +1.2%93%12 0.62✓ matches cascade
XPT XPTSHORT-5.3% · 5d +0.5% ↺ fades74%12 0.45⚠ differs
FCX FCXLONG+7.0% · 5d +2.9%70%12 0.38✓ matches cascade
XCU XCULONG+3.9% · 5d +0.7%70%12 0.38✓ matches cascade
AMD AMDSHORT-1.7% · 5d -2.1%63%12 0.24⚠ differs
AVGO AVGOSHORT-1.1% · 5d -1.8%62%7 0.20⚠ differs
TSM TSMLONG+2.3% · 5d -0.8% ↺ fades59%12 0.17✓ matches cascade
SMH SMHLONG+0.4% · 5d -0.2% ↺ fades59%12 0.16✓ matches cascade
QCOM QCOMLONG+1.6% · 5d -0.4% ↺ fades59%12 0.14✓ matches cascade
ASML ASMLSHORT-0.3% · 5d -2.2%56%12 0.09⚠ differs
MU MUSHORT-3.5% · 5d -2.8%52%12 0.03⚠ differs
US dollar DXYLONG+0.2% · 5d -0.3% ↺ fades52%12 0.03·
NVDA NVDASHORT-4.7% · 5d -7.0%48%12 0.00⚠ differs
MRVL MRVLSHORT-1.7% · 5d -0.5%41%12 0.00⚠ differs

Why this probability

US nuclear momentum real; a dozen fast-tracked reactors ambitious within 1-3yr. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Crowd odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-07-03.