🛢 Energy & Commodities risk-off · 1–3 years
A what‑if from the future

What if markets front-run a disorderly carbon transition and dump fossil assets early?

Markets front-run a credible disorderly carbon path, dumping carbon-intensive assets a year ahead of policy in a self-reinforcing repricing that anticipates the NGFS Delayed-Transition step change.

10%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 10% · 90% range 2–19% · 40 analogues · measured class vol_spike 89% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — vol_spike ≈0.7371/yr → 89% in 3 yr89%
Analyst prior · editorial share 10% of the class9%
Pooled · weight 87%11%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)11%
Published10%

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. Markets front-run a credible disorderly carbon path, dumping carbon-intensive assets a year ahead of policy in a self-reinforcing repricing that anticipates the NGFS Delayed-Transition step change. The trigger decomposes into signed root‑shocks — Volatility (VIX) ▲ · Climate/crop supply ▲ · Credit spreads ▲ · Oil supply risk ▲ · 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
1Brent crude BRENTon Hyperliquid 📈 chartCommodity▲ +1.8%
hist -1.12–+1.34% · other way +0.08% (n=11)
2WTI crude CLon Hyperliquid 📈 chartCommodity▲ +1.5%
hist -2.9–+1.63% · other way +4.22% (n=11)
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.2%
hist -1.81–+2.55% · other way +16.7% (n=11)
4Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +1.1%
hist -0.58–+3.78% · other way -11.59% (n=11)
5Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -1.0%
hist -0.64–-0.28% · other way +0.46% (n=11)
6Solana SOLon Hyperliquid 📈 chartCrypto▼ -1.0%
hist -1.08–-0.13% · other way -5.53% (n=8)
7Energy sector XLEon Hyperliquid 📈 chartEquity▲ +1.1%
hist -0.27–+0.72% · other way +1.56% (n=11)
8Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.8%
model prior · unmeasured
9Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -2.78–+0.69% · other way +3.79% (n=8)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -1.41–+0.22% · other way +10.25% (n=8)
11Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.7%
hist -1.2–+1.1% · other way -0.57% (n=11)
12Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.7%
hist +0.03–+0.51% · other way +1.74% (n=11)
13United Airlines UAL 📈 chartEquity▼ -0.9%
hist -1.64–+2.81% · other way +8.52% (n=11)
14ExxonMobil XOM 📈 chartEquity▲ +0.8%
hist +0.18–+0.64% · other way -1.03% (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): United Airlines -0.9% · ExxonMobil +0.8% · High-yield credit -0.6% · Tech sector -0.6% · Chevron +0.7% · Delta -0.8%

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.

Israel strikes Iran — Operation Rising Lion 2025-06 North Korea 'fire and fury' nuclear scare 2017-08 Egyptian revolution / Mubarak uprising 2011-01 Iran hostage crisis / US freezes Iranian assets 1979-11 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Niger coup d'etat 2023-07 Saudi-Russia oil price war 2020-03 North Korea sixth nuclear test 2017-09 OPEC abandons output defense, opting for market share vs US shale 2014-11 Soviet August coup attempt against Gorbachev 1991-08 Chernobyl disaster 1986-04 1986 oil price collapse 1986-02 Gold peaks at $850 1980-01 Soviet invasion of Afghanistan 1979-12 1979 Iranian Revolution oil shock 1979-01 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Hezbollah pager and device explosions across Lebanon 2024-09 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 VIX third-highest spike on record 2024-08 April 2024 Iranian drone-and-missile barrage on Israel 2024-04 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 Wagner Group mutiny against the Kremlin 2023-06 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 ExxonMobil posts most profitable year for any US oil company 2023-01 US-led 240-million-barrel SPR release answers the Ukraine spike 2022-03 Houthi drone-and-missile strike on Aramco's Jeddah depot 2022-03 Tin hits nominal record on LME above $48,000/t 2022-03 Russia invasion sends wheat to record high 2022-03 Burkina Faso coup d'etat 2022-01 Houthi drone-and-missile attack on Abu Dhabi oil sites lifts Brent to 7-year high 2022-01 Kaisa Group offshore default 2021-12 Evergrande debt crisis - global selloff 2021-09 Mali coup d'etat 2020-08 Gold closes above $2,000/oz for the first time 2020-08 COVID-19 fourth circuit breaker 2020-03 Abqaiq-Khurais strike triggers the biggest Brent spike on record 2019-09 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
10y yield DGS10LONG+16bp · 5d +7bp66%40 0.31✓ matches cascade
High-yield credit HYGSHORT-0.7% · 5d -0.3%69%33 0.29✓ matches cascade
Volatility VIXLONG+2.9% · 5d +1.8%65%34 0.27✓ matches cascade
AMD AMDSHORT-0.3% · 5d -0.3%66%36 0.24✓ matches cascade
30y yield DGS30LONG+13bp · 5d +6bp61%40 0.21✓ matches cascade
CL CLSHORT-3.3% · 5d -2.3%62%33 0.19⚠ differs
TRY TRYSHORT-0.8% · 5d +0.6% ↺ fades62%33 0.17✓ matches cascade
BRENT BRENTSHORT-1.9% · 5d -1.7%59%33 0.16⚠ differs
DAL DALLONG+1.4% · 5d -0.8% ↺ fades59%33 0.16⚠ differs
QCOM QCOMSHORT-2.6% · 5d -2.4%62%33 0.16✓ matches cascade
XLE XLESHORT-0.7% · 5d -0.9%58%33 0.15⚠ differs
COIN COINLONG+3.9% · 5d +1.9%59%23 0.15⚠ differs
NDX NDXSHORT-0.1% · 5d -0.8%60%36 0.14✓ matches cascade
SPX SPXLONG+0.2% · 5d -0.6% ↺ fades58%40 0.14⚠ 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.