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

What if Wildfire-risk public-safety power shutoffs hit Western reliability?

Expanded preventive public-safety power shutoffs during high-wind fire weather cut power to millions across the West, raising economic disruption and grid-hardening costs for utilities like PG&E.

16%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 16% · 90% range 6–26% · 40 analogues · measured class energy 89% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 89% in 18 mo89%
Analyst prior · editorial share 18% of the class16%
Pooled · weight 87%16%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)16%
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 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. Expanded preventive public-safety power shutoffs during high-wind fire weather cut power to millions across the West, raising economic disruption and grid-hardening costs for utilities like PG&E. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · Financial conditions ▲ · Inflation surprise ▲ · 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▼ -0.6%
hist -1.59–+3.11% · other way +0.49% (n=10)
2Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -1.11–+2.29% · other way +2.69% (n=10)
3Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.5%
model prior · unmeasured
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.32–-0.04% · other way +20.8% (n=12)
5Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.4%
hist +0.1–+0.3% · other way -0.63% (n=12)
6Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.24–+0.25% · other way +0.14% (n=12)
7Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.3%
hist -0.27–+1.72% · other way -0.49% (n=12)
8Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.3%
hist -1.54–+5.01% · other way -11.64% (n=12)
9Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.42–+0.49% · other way +0.43% (n=12)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -1.1–+1.85% · other way +6.03% (n=10)
11Tech sector XLK 📈 chartEquity▼ -0.2%
hist -0.38–+0.52% · other way +0.08% (n=12)
12High-yield credit HYG 📈 chartRate▼ -0.2%
hist -0.42–+0.06% · other way -0.36% (n=12)
13S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.1%
hist -0.5–+0.15% · other way -0.53% (n=12)
14Coinbase COINon Hyperliquid 📈 chartEquity▼ -0.2%
hist -2.59–+4.57% · other way +21.85% (n=10)

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% · High-yield credit -0.2% · 30y Treasury yield +1bp · 10y Treasury yield +1bp

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 Northeast blackout cascading grid failure hits ~55 million 2003-08 Chernobyl disaster 1986-04 Silver Thursday 1980-03 Gold peaks at $850 1980-01 1979 Iranian Revolution oil shock 1979-01 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 H5N1 bird flu record US egg prices 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Niger coup d'etat 2023-07 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Germany agrees Uniper bailout 2022-07 Kaisa Group offshore default 2021-12 Turkish lira record low on rate cuts 2021-11 European gas crisis intraday record spike 2021-10 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 WTI crude futures settle negative as demand collapses 2020-04 IPBES warns ~1 million species face extinction 2019-05 February 2018 hot wage print triggers rate scare 2018-02 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Gold futures velocity-logic flash crash 2014-01 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Gold all-time peak of $1,921/oz 2011-09 Portugal requests EU-IMF bailout 2011-04 Egyptian revolution / Mubarak uprising 2011-01 Greece first EU/IMF bailout 2010-05
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
CORN CORNLONG+1.4% · 5d -0.9% ↺ fades68%36 0.31✓ matches cascade
COIN COINLONG+4.7% · 5d +1.9%61%15 0.19⚠ differs
NDX NDXLONG+0.4% · 5d -0.9% ↺ fades62%37 0.18⚠ differs
Volatility VIXLONG+4.5% · 5d +5.0%61%36 0.18✓ matches cascade
High-yield credit HYGSHORT-0.3% · 5d -0.0%60%35 0.15✓ matches cascade
30y yield DGS30SHORT0bp · 5d 0bp57%40 0.14⚠ differs
ETH ETHLONG+2.4% · 5d -2.0% ↺ fades59%22 0.12⚠ differs
SOL SOLLONG+3.2% · 5d -6.7% ↺ fades57%20 0.10⚠ differs
US dollar DXYLONG+0.5% · 5d +0.1%55%40 0.09·
XLK XLKLONG+0.6% · 5d -0.7% ↺ fades53%36 0.06⚠ differs
10y yield DGS10SHORT0bp · 5d -2bp53%40 0.06⚠ differs
NVDA NVDALONG+0.0% · 5d -3.1% ↺ fades53%36 0.05⚠ differs
SMH SMHLONG+0.6% · 5d -0.8% ↺ fades51%36 0.01⚠ differs
MSTR MSTRLONG+0.1% · 5d -2.1% ↺ fades45%36 0.00⚠ 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.