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

What if Data-center demand stall punctures the uranium-and-power bull?

A pause in AI data-center build-outs cuts projected baseload demand, deflating the nuclear-and-uranium trade and dragging power-utility and miner equities lower together.

18%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 18% · 90% range 1–35% · 40 analogues · measured class deflation 44% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 44% in 18 mo44%
Analyst prior · editorial share 41% of the class18%
Pooled · weight 87%18%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)18%
Published18%

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. A pause in AI data-center build-outs cuts projected baseload demand, deflating the nuclear-and-uranium trade and dragging power-utility and miner equities lower together. 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
1Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.7%
hist -2.09–+0.45% · other way -3.79% (n=6)
2Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.44–+0.11% · other way -2.29% (n=3)
3Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -0.31–-0.13% · other way +14.28% (n=3)
4Micron MUon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.52–-0.05% · other way -13.36% (n=8)
5Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.31–-0.14% · other way +0.25% (n=6)
6Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
7MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.4%
hist -2.35–+4.15% · other way +5.54% (n=6)
8Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -3.3–+1.38% · other way +9.31% (n=3)
9Freeport (copper) FCX 📈 chartEquity▼ -0.3%
hist -0.27–+0.02% · other way -9.65% (n=6)
10Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.24–-0.05% · other way -0.69% (n=8)
11Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.3%
hist -0.55–+0.46% · other way -2.24% (n=7)
12Energy sector XLEon Hyperliquid 📈 chartEquity▲ +0.2%
hist -0.29–+0.23% · other way -8.41% (n=6)
13Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -1.01–+0.19% · other way +17.02% (n=3)
14AMD AMDon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.48–+0.05% · other way -9.01% (n=8)

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): Freeport (copper) -0.3% · ExxonMobil +0.2% · 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.

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 Soviet August coup attempt against Gorbachev 1991-08 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 ASML bookings-miss crash 2024-10 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Nikkei 225 record single-day rebound 2024-08 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 Niger coup d'etat 2023-07 NIF achieves fusion ignition 2022-12 European TTF gas hits all-time record high 2022-08 Netflix subscriber-loss crash 2022-04 Meta 2022-02 Didi removed from China app stores after NYSE IPO 2021-07 California rolling blackouts during a record heatwave 2020-08 Gold closes above $2,000/oz for the first time 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 Saudi-Russia oil price war 2020-03 Nvidia crypto-glut guidance crash 2018-11 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 China rout & circuit-breaker / yuan slide 2016-01 SNB introduces negative interest rates 2014-12 Russian ruble 'Black Tuesday' 2014-12 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
CL CLSHORT-0.9% · 5d -2.1%66%39 0.28⚠ differs
Bitcoin BTCSHORT-0.8% · 5d -2.4%65%32 0.24✓ matches cascade
MRVL MRVLLONG+2.0% · 5d -0.6% ↺ fades64%39 0.22⚠ differs
BRENT BRENTSHORT-1.1% · 5d -2.2%62%38 0.22⚠ differs
10y yield DGS10SHORT-4bp · 5d +2bp ↺ fades63%40 0.20·
Gold XAULONG+0.8% · 5d -0.5% ↺ fades60%39 0.18·
XLE XLESHORT-0.4% · 5d -0.5%59%39 0.17⚠ differs
SOL SOLSHORT-0.1% · 5d -6.2%61%25 0.16✓ matches cascade
AMD AMDSHORT-0.3% · 5d -2.4%59%40 0.15✓ matches cascade
XCU XCUSHORT-0.8% · 5d -0.5%57%39 0.14✓ matches cascade
NVDA NVDASHORT-1.6% · 5d -4.4%59%39 0.13✓ matches cascade
QCOM QCOMSHORT-1.5% · 5d -2.1%57%39 0.11✓ matches cascade
TSM TSMSHORT-0.5% · 5d -1.1%55%39 0.09✓ matches cascade
High-yield credit HYGLONG+0.6% · 5d -0.1% ↺ fades55%38 0.09·

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.