🛢 Energy & Commodities risk-off · 3–10 years
A what‑if from the future

What if Disorderly transition: late carbon shock spikes inflation?

Policy delay followed by an abrupt carbon-pricing snap forces a chaotic energy repricing, simultaneously hiking inflation expectations and denting growth in a stagflationary mix.

16%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 16% · 90% range 6–26% · 40 analogues · measured class deflation 98% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 98% in 10 yr98%
Analyst prior · editorial share 12% of the class12%
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 3–10 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. Policy delay followed by an abrupt carbon-pricing snap forces a chaotic energy repricing, simultaneously hiking inflation expectations and denting growth in a stagflationary mix. The trigger decomposes into signed root‑shocks — Clean-energy abundance ▲ · Inflation expectations ▲ · 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
1Energy sector XLEon Hyperliquid 📈 chartEquity▼ -1.1%
hist -1.07–-0.14% · other way +1.06% (n=12)
2MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.0%
hist -1.55–+0.02% · other way +5.83% (n=12)
3WTI crude CLon Hyperliquid 📈 chartCommodity▼ -0.9%
hist -0.66–-0.12% · other way -2.53% (n=12)
4ExxonMobil XOM 📈 chartEquity▼ -0.8%
hist -0.57–-0.29% · other way +3.22% (n=12)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.8%
hist -6.88–+1.64% · other way -12.97% (n=12)
6Brent crude BRENTon Hyperliquid 📈 chartCommodity▼ -0.9%
hist -1.77–+0.2% · other way -2.27% (n=12)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.7%
model prior · unmeasured
8Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.7%
hist -0.63–+0.24% · other way -1.39% (n=12)
9Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -0.66–-0.08% · other way -4.59% (n=12)
10Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -1.35–+0.23% · other way -3.74% (n=12)
11Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.5%
hist -4.22–+2.05% · other way +0.01% (n=12)
12Tech sector XLK 📈 chartEquity▼ -0.6%
hist -0.81–+0.97% · other way -0.83% (n=12)
13United Airlines UAL 📈 chartEquity▲ +0.5%
hist +0.14–+0.37% · other way +13.33% (n=12)
14S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.4%
hist -1.25–+0.33% · other way +0.11% (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): ExxonMobil -0.8% · Tech sector -0.6% · United Airlines +0.5% · Financials -0.3% · High-yield credit -0.4% · Delta +0.5%

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.

Nasdaq Composite first close above 20000 2024-12 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 Nikkei 225 record single-day rebound 2024-08 NIF achieves fusion ignition 2022-12 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Bank of England's first post-pandemic rate hike 2021-12 Turkish lira record low on rate cuts 2021-11 WTI crude futures settle negative as demand collapses 2020-04 Saudi-Russia oil price war 2020-03 February 2018 hot wage print triggers rate scare 2018-02 China stock-market circuit-breaker fiasco 2016-01 August 24, 2015 ETF flash crash 2015-08 SNB introduces negative interest rates 2014-12 Russian ruble 'Black Tuesday' 2014-12 Bank of Japan Kuroda QQE 'bazooka' 2013-04 Greece first EU/IMF bailout 2010-05 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 Fed surprise inter-meeting cut 2001-01 Soviet August coup attempt against Gorbachev 1991-08 Gulf War air campaign begins 1991-01 1990-91 recession onset 1990-07 1986 oil price collapse 1986-02 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Volcker Saturday Night Special 1979-10 1979 Iranian Revolution oil shock 1979-01 Iranian Revolution oil shock 1978-12 1976 UK sterling crisis / IMF bailout 1976-09 1973-75 recession onset 1973-11 Cuban Missile Crisis 1962-10 US intervention removes Maduro in Venezuela 2026-01 Iranian rial slides to a new record low 2025-12 India RBI growth-pivot rate cut 2025-12 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 Israel strikes Iran — Operation Rising Lion 2025-06 Bitcoin tops $111,970 for a new all-time high 2025-05
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-5.8% · 5d -8.4%74%17 0.31✓ matches cascade
MSTR MSTRSHORT-1.0% · 5d -4.3%67%28 0.28✓ matches cascade
XLE XLESHORT-0.5% · 5d -1.7%65%28 0.27✓ matches cascade
High-yield credit HYGLONG+0.8% · 5d -0.0% ↺ fades64%27 0.26⚠ differs
ARM ARMSHORT-8.5% · 5d -8.5%67%11 0.26✓ matches cascade
XLF XLFSHORT-0.6% · 5d -0.8%61%28 0.20✓ matches cascade
Bitcoin BTCSHORT-0.3% · 5d -4.6%62%23 0.19✓ matches cascade
SMH SMHLONG+2.1% · 5d +0.0%61%28 0.19⚠ differs
BRENT BRENTSHORT-1.2% · 5d -3.0%59%27 0.17✓ matches cascade
DAL DALLONG+1.8% · 5d -2.0% ↺ fades57%27 0.12✓ matches cascade
30y yield DGS30LONG+4bp · 5d +3bp56%37 0.12✓ matches cascade
Volatility VIXSHORT-4.3% · 5d +1.7% ↺ fades56%31 0.10⚠ differs
US dollar DXYLONG+0.5% · 5d +0.4%54%39 0.08·
ETH ETHSHORT-0.9% · 5d -3.8%55%19 0.06✓ matches cascade

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.