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

What if Power-bottleneck stagflation: grid caps AI build and spikes power prices?

Grid and generation shortfalls throttle the AI data-center build-out while spiking electricity prices, producing a niche stagflation that lifts inflation and the recession signal together.

16%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 16% · 90% range 5–27% · 35 analogues · measured class tech_ai_bear 92% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bear ≈0.8595/yr → 92% in 3 yr92%
Analyst prior · editorial share 17% of the class16%
Pooled · weight 85%17%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)17%
Published16%

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-off shock. Grid and generation shortfalls throttle the AI data-center build-out while spiking electricity prices, producing a niche stagflation that lifts inflation and the recession signal together. The trigger decomposes into signed root‑shocks — AI capex ▼ · European energy ▲ · Inflation surprise ▲ · Recession signal ▲ · 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
1Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.8%
hist -8.94–+3.19% · other way -10.29% (n=11)
2MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.8%
hist -2.04–+2.98% · other way +15.29% (n=12)
3Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.7%
hist -0.57–-0.14% · other way -0.34% (n=12)
4Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.7%
hist -1.64–+0.33% · other way +0.28% (n=12)
5Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.7%
model prior · unmeasured
6Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -5.26–+1.92% · other way +1.04% (n=11)
7Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.5%
hist -1.13–+1.92% · other way +0.59% (n=12)
8Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.5%
hist -1.75–+1.19% · other way -8.59% (n=12)
9Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.46–+0.33% · other way -0.15% (n=12)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -1.58–+0.37% · other way +5.49% (n=12)
11Micron MUon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.93–+0.09% · other way -0.85% (n=12)
12Tech sector XLK 📈 chartEquity▼ -0.4%
hist -0.45–+0.24% · other way -0.1% (n=12)
13Financials XLF 📈 chartEquity▼ -0.3%
hist -0.27–+0.45% · other way -0.58% (n=12)
14S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -2.61–+0.83% · other way +1.1% (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 -0.4% · Financials -0.3% · High-yield credit -0.3% · 30y Treasury yield +2bp · 10y Treasury yield +2bp · 2y Treasury yield +1bp

Historical precedent — what analogous events actually did

Across 35 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.

1990-91 recession onset 1990-07 1979 Iranian Revolution oil shock 1979-01 Iranian Revolution oil shock 1978-12 1973-75 recession onset 1973-11 Israel strikes Iran — Operation Rising Lion 2025-06 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 ASML bookings-miss crash 2024-10 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Netflix subscriber-loss crash 2022-04 Meta 2022-02 Turkish lira record low on rate cuts 2021-11 European gas crisis intraday record spike 2021-10 Didi removed from China app stores after NYSE IPO 2021-07 WTI crude futures settle negative as demand collapses 2020-04 Saudi-Russia oil price war 2020-03 Nvidia crypto-glut guidance crash 2018-11 February 2018 hot wage print triggers rate scare 2018-02 China-led global 'Black Monday' rout 2015-08 OPEC abandons output defense, opting for market share vs US shale 2014-11 Greek sovereign debt crisis / first EU-IMF bailout 2010-05 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 ECB's ill-timed pre-crisis rate hike 2008-07 Argentina hyperinflation peak / Alfonsin early handover 1989-07 1986 oil price collapse bottoms below $10 a barrel 1986-07 1986 oil price collapse 1986-02 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 1976 UK sterling crisis / IMF bailout 1976-09
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
EURUSD EURUSDSHORT-0.5% · 5d -0.1%67%24 0.28✓ matches cascade
SOL SOLSHORT-8.1% · 5d -5.5%69%16 0.24✓ matches cascade
XLF XLFLONG+0.5% · 5d +0.1%62%24 0.22⚠ differs
AMD AMDSHORT-3.0% · 5d -1.9%63%29 0.21✓ matches cascade
MU MUSHORT-0.6% · 5d -3.9%61%28 0.20✓ matches cascade
TSM TSMSHORT-1.0% · 5d -1.0%62%24 0.19✓ matches cascade
MRVL MRVLLONG+2.3% · 5d -0.1% ↺ fades62%24 0.19⚠ differs
10y yield DGS10SHORT-5bp · 5d +4bp ↺ fades59%35 0.17⚠ differs
US dollar DXYLONG+0.5% · 5d +0.6%59%35 0.17·
SPX SPXSHORT-2.3% · 5d -1.6%58%35 0.16✓ matches cascade
NDX NDXSHORT-0.2% · 5d -0.9%58%28 0.12✓ matches cascade
ETH ETHSHORT-4.7% · 5d -4.5%58%19 0.12✓ matches cascade
Bitcoin BTCSHORT-1.2% · 5d -2.8%57%21 0.11✓ matches cascade
AVGO AVGOLONG+2.1% · 5d -1.9% ↺ fades55%22 0.08⚠ differs

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.