🛢 Energy & Commodities mixed · 6–18 months
A what‑if from the future

What if America's first small modular reactor reaches the grid?

The first commercial US SMR reaching grid power validates the tech and re-rates the sector, read here as AI-capex/power-supply optimism lifting NVDA and semis. The relevant template is the 2024 SMR equity euphoria (Oklo, NuScale) on hyperscaler power demand. Skeptical note: one demonstration unit does not equal economic, mass-deployable supply — NuScale's cancelled UAMPS project (2023) showed cost overruns kill orders, so fade an outsized, durable re-rate on a single first-of-a-kind milestone.

32%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 32% · 90% range 10–53% · 40 analogues · measured class tech_ai_bull 35% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bull ≈0.2842/yr → 35% in 18 mo35%
Analyst prior · editorial share 100% of the class40%
Pooled · weight 87%33%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)33%
Published32%

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 6–18 months 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. The first commercial US small modular reactor reaches grid power, validating the technology and re-rating the sector. The trigger decomposes into signed root‑shocks — AI capex ▲ — 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 +0.16–+0.99% · other way -3.19% (n=12)
2Broadcom AVGOon Hyperliquid 📈 chartEquity▲ +0.7%
hist -1.42–+0.52% · other way -0.43% (n=12)
3Micron MUon Hyperliquid 📈 chartEquity▲ +0.7%
hist -1.72–+1.07% · other way +0.87% (n=12)
4Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.5%
hist -0.4–+0.4% · other way -0.28% (n=12)
5AMD AMDon Hyperliquid 📈 chartEquity▲ +0.3%
hist -1.7–+0.57% · other way -0.96% (n=12)
6TSMC TSMon Hyperliquid 📈 chartEquity▲ +0.3%
hist -0.57–+0.47% · other way -1.8% (n=12)
7Marvell MRVLon Hyperliquid 📈 chartEquity▲ +0.3%
hist -2.02–+0.99% · other way +0.5% (n=12)
8ASML ASMLon Hyperliquid 📈 chartEquity▲ +0.3%
hist -2.32–+0.81% · other way -2.54% (n=12)
9Qualcomm QCOMon Hyperliquid 📈 chartEquity▲ +0.2%
hist -3.61–+1.32% · other way -1.82% (n=12)
10Intel INTCon Hyperliquid 📈 chartEquity▲ +0.2%
hist -1.52–+0.9% · other way -4.71% (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.

Why we may diverge from history

Trust the cascade long on ASML/AMD: the small negatives come from Nvidia/TSMC-specific chip windows, an AI-capex-driven sample — the first US SMR is a power-supply catalyst those semiconductor-event analogues don't capture; channel mismatch.

Historical precedent — what analogous events actually did

Across 40 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 California rolling blackouts during a record heatwave 2020-08 Northeast blackout cascading grid failure hits ~55 million 2003-08 Iberian Peninsula total blackout 2025-04 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 DeepSeek shock crushes AI-power utilities Vistra and Constellation 2025-01 Russian gas transit through Ukraine ends 2025-01 Marvell's Q3 FY2025 AI-silicon results drive a record surge 2024-12 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 TSMC's Q3 2024 blowout lifts shares on surging AI demand 2024-10 Constellation-Microsoft Three Mile Island restart powers AI-utility trade 2024-09 Nvidia slips despite a Q2 FY2025 earnings beat 2024-08 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Megacap AI-capex doubt selloff 2024-07 Nvidia becomes world's most valuable company 2024-06 Nikkei 225 surpasses its 1989 bubble peak 2024-02 ARM's first earnings as a public company spark a huge rally 2024-02 Neuralink implants its first human brain-computer interface 2024-01 Biden administration pauses US LNG export approvals 2024-01 Gabon coup d'etat 2023-08 Niger coup d'etat 2023-07 Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 OpenAI releases GPT-4 2023-03 TSMC cuts 2023 capex on chip-demand downturn 2023-01 EU agrees gas price-cap mechanism 2022-12 ChatGPT launches 2022-11 EUR/USD hits 20-year low on the energy crisis 2022-09 Nord Stream pipeline sabotage 2022-09 European TTF gas hits all-time record high 2022-08 Henry Hub gas hits 14-year high 2022-08 CHIPS and Science Act signed 2022-07 Germany agrees Uniper bailout 2022-07 Gazprom cuts Nord Stream 1 to 40% of capacity 2022-06 Freeport LNG explosion and shutdown 2022-06 EDF stress-corrosion crisis cuts French nuclear output 2022-05 Russia cuts gas to Poland and Bulgaria over ruble demand 2022-04 Germany suspends Nord Stream 2 certification 2022-02 European gas crisis intraday record spike 2021-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
AVGO AVGOSHORT-1.4% · 5d -3.3%69%39 0.35⚠ differs
AMD AMDSHORT-1.6% · 5d -1.8%66%40 0.26⚠ differs
ASML ASMLSHORT-2.2% · 5d -2.1%64%40 0.21⚠ differs
QCOM QCOMSHORT-3.4% · 5d -3.6%61%40 0.17⚠ differs
SMH SMHSHORT-0.6% · 5d -1.1%57%40 0.13⚠ differs
Gold XAULONG+0.4% · 5d -0.4% ↺ fades57%40 0.12·
MU MUSHORT-2.0% · 5d -2.7%57%40 0.10⚠ differs
MRVL MRVLSHORT-2.1% · 5d -1.4%57%40 0.10⚠ differs
10y yield DGS10LONG+8bp · 5d +0bp55%40 0.07·
TSM TSMSHORT-0.7% · 5d -1.8%52%40 0.04⚠ differs
NVDA NVDALONG+0.4% · 5d -3.1% ↺ fades45%40 0.00✓ matches cascade
INTC INTCSHORT-1.6% · 5d -1.9%50%40 0.00⚠ differs
Volatility VIXSHORT-1.2% · 5d -1.5%45%40 0.00·
US dollar DXYLONG+0.3% · 5d +0.0%50%40 0.00·

Why this probability

First US SMR grid-power near, but 6-18mo timing tight given build slippage. 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.