📈 Markets & Finance risk-on · 1–3 years
A what‑if from the future

What if Nuclear renaissance: SMR orders surge for data centers?

AI-driven power demand triggers a wave of small-modular-reactor and large-nuclear orders, lifting uranium and clean-energy equities and easing fossil-demand growth.

19%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 19% · 90% range 0–37% · 16 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 26% of the class15%
Pooled · weight 73%19%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)19%
Published19%

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 risk-on shock. AI-driven power demand triggers a wave of small-modular-reactor and large-nuclear orders, lifting uranium and clean-energy equities and easing fossil-demand growth. 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▼ -1.2%
hist -1.32–-0.33% · other way -0.89% (n=5)
2Brent crude BRENTon Hyperliquid 📈 chartCommodity▼ -1.0%
hist -1.66–+0.17% · other way -1.35% (n=5)
3ExxonMobil XOM 📈 chartEquity▼ -0.9%
hist -1.69–+0.27% · other way +1.5% (n=12)
4WTI crude CLon Hyperliquid 📈 chartCommodity▼ -0.9%
hist -2.02–+1.2% · other way -1.99% (n=5)
5Nvidia NVDAon Hyperliquid 📈 chartEquity▲ +0.7%
hist -1.59–+3.33% · other way +1.7% (n=5)
6Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.5%
hist -10.11–+5.71% · other way -9.54% (n=5)
7Broadcom AVGOon Hyperliquid 📈 chartEquity▲ +0.5%
hist -0.28–+1.16% · other way -2.19% (n=5)
8Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.5%
hist +0.18–+0.37% · other way -1.33% (n=6)
9Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.5%
hist +0.15–+0.52% · other way -0.14% (n=5)
10MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.5%
hist -9.46–+21.72% · other way +11.17% (n=5)
11Micron MUon Hyperliquid 📈 chartEquity▲ +0.5%
hist -0.41–+0.61% · other way -6.42% (n=6)
12Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.5%
model prior · unmeasured
13Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.4%
hist -2.04–+3.27% · other way -7.06% (n=5)
14United Airlines UAL 📈 chartEquity▲ +0.5%
hist -1.2–+2.36% · other way +9.19% (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 -0.9% · United Airlines +0.5% · Chevron -0.4% · Freeport (copper) +0.3% · Delta +0.5% · Tech sector +0.3%

Historical precedent — what analogous events actually did

Across 16 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 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 Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 OpenAI releases GPT-4 2023-03 NIF achieves fusion ignition 2022-12 AlphaFold cracks the protein-folding problem 2020-11 WTI crude futures settle negative as demand collapses 2020-04 AlphaGo defeats Lee Sedol 2016-03 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 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
MSTR MSTRLONG+20.7% · 5d -0.8% ↺ fades71%13 0.40✓ matches cascade
SPX SPXLONG+2.4% · 5d +0.8%71%16 0.39✓ matches cascade
Volatility VIXSHORT-5.0% · 5d -6.4%75%15 0.38✓ matches cascade
SOL SOLSHORT-10.4% · 5d -11.5%77%10 0.37⚠ differs
AVGO AVGOLONG+0.8% · 5d -0.1% ↺ fades65%12 0.28✓ matches cascade
Bitcoin BTCLONG+10.0% · 5d -2.6% ↺ fades62%11 0.21✓ matches cascade
ASML ASMLSHORT-3.1% · 5d -1.9%64%13 0.21⚠ differs
XCU XCUSHORT-1.2% · 5d -0.6%61%13 0.18⚠ differs
Gold XAULONG+1.3% · 5d +0.3%61%13 0.18·
FCX FCXLONG+3.0% · 5d +0.8%61%13 0.17✓ matches cascade
30y yield DGS30LONG+7bp · 5d 0bp ↺ fades62%16 0.17⚠ differs
MU MUSHORT-0.7% · 5d -1.5%59%15 0.16⚠ differs
ETH ETHLONG+3.1% · 5d -4.7% ↺ fades59%10 0.13✓ matches cascade
DAL DALLONG+4.0% · 5d -0.5% ↺ fades57%13 0.13✓ 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.