🛢 Energy & Commodities risk-on · 3–10 years
A what‑if from the future

What if Hyperscaler SMR fleet orders structurally re-rate uranium?

Multi-gigawatt small-reactor commitments from cloud giants to power AI campuses lock in decades of fuel demand, structurally re-rating uranium and the nuclear fuel cycle.

26%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 26% · 90% range 12–41% · 27 analogues · measured class tech_ai_bull 94% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bull ≈0.2842/yr → 94% in 10 yr94%
Analyst prior · editorial share 23% of the class22%
Pooled · weight 82%27%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)27%
Published26%

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 3–10 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 risk-on shock. Multi-gigawatt small-reactor commitments from cloud giants to power AI campuses lock in decades of fuel demand, structurally re-rating uranium and the nuclear fuel cycle. The trigger decomposes into signed root‑shocks — AI capex ▲ · Clean-energy abundance ▲ · Industrial demand ▲ · Risk appetite ▲ — 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
1Energy sector XLEon Hyperliquid 📈 chartEquity▼ -1.0%
hist -0.62–-0.36% · other way -1.55% (n=5)
2Nvidia NVDAon Hyperliquid 📈 chartEquity▲ +0.8%
hist -0.1–+0.72% · other way +0.03% (n=5)
3Brent crude BRENTon Hyperliquid 📈 chartCommodity▼ -0.9%
hist -0.68–-0.03% · other way -0.13% (n=5)
4ExxonMobil XOM 📈 chartEquity▼ -0.8%
hist -0.79–-0.15% · other way +1.32% (n=12)
5WTI crude CLon Hyperliquid 📈 chartCommodity▼ -0.8%
hist -0.96–+0.74% · other way -0.84% (n=5)
6Broadcom AVGOon Hyperliquid 📈 chartEquity▲ +0.7%
hist +0.18–+0.58% · other way -1.95% (n=5)
7Micron MUon Hyperliquid 📈 chartEquity▲ +0.6%
hist -0.49–+0.6% · other way -7.32% (n=6)
8Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.6%
hist +0.18–+0.58% · other way -6.88% (n=5)
9Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.6%
hist +0.04–+0.7% · other way -0.15% (n=5)
10MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.6%
hist -4.01–+12.26% · other way +5.11% (n=5)
11Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.5%
hist +0.04–+0.59% · other way -1.31% (n=6)
12Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.5%
model prior · unmeasured
13Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.5%
hist -1.09–+3.19% · other way -2.01% (n=5)
14Freeport (copper) FCX 📈 chartEquity▲ +0.4%
hist -1.55–+6.43% · other way -3.36% (n=5)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
For a common-man portfolio: A typical stock-heavy portfolio should benefit. Stay invested; you can lean modestly into the beneficiaries below.
Also moves (not yet on Hyperliquid): ExxonMobil -0.8% · Freeport (copper) +0.4% · United Airlines +0.5% · Chevron -0.4% · Delta +0.4% · Tech sector +0.3%

Historical precedent — what analogous events actually did

Across 27 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.

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 PJM grid emergency during Winter Storm Elliott 2022-12 Texas grid failure during Winter Storm Uri 2021-02 WTI crude futures settle negative as demand collapses 2020-04 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Northeast blackout cascading grid failure hits ~55 million 2003-08 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 Neuralink implants its first human brain-computer interface 2024-01 Niger coup d'etat 2023-07 Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 OpenAI releases GPT-4 2023-03 NIF achieves fusion ignition 2022-12 European TTF gas hits all-time record high 2022-08 AlphaFold cracks the protein-folding problem 2020-11 California rolling blackouts during a record heatwave 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 AlphaGo defeats Lee Sedol 2016-03 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 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 Soviet August coup attempt against Gorbachev 1991-08 Gulf War air campaign begins 1991-01 Volcker Saturday Night Special 1979-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
DAL DALLONG+5.5% · 5d +0.7%67%22 0.33✓ matches cascade
SPX SPXLONG+1.4% · 5d +0.3%67%27 0.30✓ matches cascade
FCX FCXLONG+5.5% · 5d +2.0%65%24 0.27✓ matches cascade
NDX NDXLONG+0.3% · 5d -0.5% ↺ fades67%26 0.25✓ matches cascade
ETH ETHLONG+2.8% · 5d -3.0% ↺ fades67%16 0.24✓ matches cascade
Volatility VIXSHORT-3.9% · 5d -4.4%64%26 0.21✓ matches cascade
AMD AMDSHORT-1.5% · 5d -1.1%62%26 0.20⚠ differs
MSTR MSTRLONG+11.0% · 5d -2.8% ↺ fades60%24 0.18✓ matches cascade
QCOM QCOMSHORT-0.7% · 5d -0.8%60%24 0.14⚠ differs
30y yield DGS30LONG+8bp · 5d +2bp59%27 0.13⚠ differs
UAL UALLONG+8.2% · 5d -0.4% ↺ fades56%23 0.11✓ matches cascade
Gold XAULONG+0.5% · 5d -0.1% ↺ fades56%24 0.11·
ASML ASMLSHORT-1.2% · 5d -1.8%56%24 0.10⚠ differs
COIN COINLONG+19.8% · 5d +5.7%56%11 0.10✓ matches cascade

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.