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

What if the leading US small modular reactor project is cancelled?

Cost overruns killing the leading US SMR project freeze utility orders and crash SMR equities, read across as an AI-capex/power-supply setback plus risk-off into Nasdaq and high-beta crypto. Direct analogue: NuScale/UAMPS cancellation (Nov 2023), which gutted the name and chilled the sector. Forward angle: if SMRs slip, the AI power gap gets backfilled by gas turbines and grid gas — so this is bearish nuclear-equity but quietly bullish natural-gas demand, a pair the cascade misses.

23%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 23% · 90% range 8–38% · 40 analogues · measured class tech_ai_bear 72% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bear ≈0.8595/yr → 72% in 18 mo72%
Analyst prior · editorial share 35% of the class25%
Pooled · weight 87%24%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)24%
Published23%

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 risk-off shock. Cost overruns kill the leading US small-modular-reactor project, freezing utility orders and crashing SMR equities. The trigger decomposes into signed root‑shocks — AI capex ▼ · 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
1Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -1.2%
hist -1.78–+0.03% · other way +4.26% (n=12)
2Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.9%
hist -0.76–+0.07% · other way +6.0% (n=12)
3Micron MUon Hyperliquid 📈 chartEquity▼ -0.9%
hist -2.42–+0.35% · other way -0.9% (n=12)
4Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.51–-0.23% · other way +1.68% (n=12)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -3.52–+0.87% · other way -16.06% (n=11)
6Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
7AMD AMDon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.31–-0.11% · other way -2.83% (n=12)
8TSMC TSMon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.45–+0.32% · other way +2.02% (n=12)
9Marvell MRVLon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.48–+0.57% · other way +0.14% (n=12)
10MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.4%
hist -2.24–+4.63% · other way +8.02% (n=12)
11Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -6.27–+1.99% · other way +0.31% (n=11)
12ASML ASMLon Hyperliquid 📈 chartEquity▼ -0.4%
hist -2.88–+1.16% · other way -0.34% (n=12)
13Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.68–+0.09% · other way +0.08% (n=12)
14Qualcomm QCOMon Hyperliquid 📈 chartEquity▼ -0.3%
hist -3.27–+1.15% · other way -2.61% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Cash / hedgeRaise cash and hold the long hedges above; this scenario is net risk-off.
For a common-man portfolio: A typical stock-heavy portfolio is at risk. Consider trimming equities, raising cash, and a small cash hedge.
Also moves (not yet on Hyperliquid): Tech sector -0.2%

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.

TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 ASML bookings-miss crash 2024-10 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 PJM grid emergency during Winter Storm Elliott 2022-12 Netflix subscriber-loss crash 2022-04 Meta 2022-02 Didi removed from China app stores after NYSE IPO 2021-07 Texas grid failure during Winter Storm Uri 2021-02 California rolling blackouts during a record heatwave 2020-08 Nvidia crypto-glut guidance crash 2018-11 Northeast blackout cascading grid failure hits ~55 million 2003-08 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 Iberian Peninsula total blackout 2025-04 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Tesla shares crater on DOGE political backlash and Europe sales collapse 2025-03 DeepSeek shock crushes AI-power utilities Vistra and Constellation 2025-01 Russian gas transit through Ukraine ends 2025-01 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 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Constellation-Microsoft Three Mile Island restart powers AI-utility trade 2024-09 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Nikkei 225 record single-day rebound 2024-08 Nikkei 225 worst single-day crash since 1987 2024-08 KOSPI biggest-ever point loss triggers circuit breaker 2024-08 VIX third-highest spike on record 2024-08 Intel's Q2 earnings trigger its worst single-day crash since 1974 2024-08 India's Modi loses single-party majority 2024-06 Mexico's Sheinbaum landslide + supermajority scare 2024-06 Nikkei 225 surpasses its 1989 bubble peak 2024-02 Biden administration pauses US LNG export approvals 2024-01 ARM debuts on Nasdaq with a 25% first-day pop 2023-09 Gabon coup d'etat 2023-08 Niger coup d'etat 2023-07 Wagner Group mutiny against the Kremlin 2023-06
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
MU MUSHORT-1.8% · 5d -2.7%64%40 0.21✓ matches cascade
Volatility VIXLONG+3.0% · 5d -0.2% ↺ fades62%40 0.20✓ matches cascade
Gold XAULONG+1.0% · 5d -0.5% ↺ fades62%40 0.20·
SOL SOLSHORT-3.0% · 5d -5.5%63%38 0.19✓ matches cascade
AMD AMDSHORT-0.1% · 5d -2.0%60%40 0.16✓ matches cascade
ETH ETHSHORT-5.6% · 5d -4.1%61%39 0.16✓ matches cascade
Bitcoin BTCSHORT-2.2% · 5d -1.8%61%39 0.16✓ matches cascade
NVDA NVDASHORT-1.1% · 5d -3.5%60%40 0.15✓ matches cascade
MRVL MRVLLONG+0.8% · 5d -1.5% ↺ fades57%40 0.10⚠ differs
QCOM QCOMSHORT-2.9% · 5d -3.1%57%40 0.10✓ matches cascade
MSTR MSTRLONG+4.7% · 5d -0.9% ↺ fades55%40 0.09⚠ differs
NDX NDXSHORT-0.5% · 5d -1.2%57%40 0.09✓ matches cascade
XLK XLKSHORT-0.3% · 5d -0.8%55%40 0.07✓ matches cascade
TSM TSMLONG+0.5% · 5d -0.6% ↺ fades53%40 0.05⚠ differs

Why this probability

SMR cost overruns common (NuScale precedent); flagship-killing cancellation plausible but not base. 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.