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

What if a drilling breakthrough makes geothermal scalable nationwide?

Commercially scalable enhanced geothermal adds firm clean baseload — a growth-positive, multi-year supply story; the mapped NVDA/AI-capex and growth-surprise legs capture the optimism but the timeline (3-10y) makes any tape move pure narrative. Closest rhyme is the shale-drilling breakthrough that re-rated US energy supply over years. Skeptical: Fervo-style EGS is promising but capital-intensive and unproven at GW scale, so this is a thematic, not a tradable, catalyst; don't chase chips on a drilling headline.

22%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 22% · 90% range 10–33% · 40 analogues · measured class tech_ai_bull 94% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bull ≈0.2842/yr → 94% in 10 yr94%
Analyst prior · editorial share 19% of the class18%
Pooled · weight 87%22%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)22%
Published22%

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 mixed shock. A drilling breakthrough makes enhanced geothermal commercially scalable, opening firm clean baseload nationwide. The trigger decomposes into signed root‑shocks — AI capex ▲ · Growth surprise ▲ — 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 -0.53–+2.09% · other way -1.77% (n=12)
2Broadcom AVGOon Hyperliquid 📈 chartEquity▲ +0.5%
hist -0.09–+0.91% · other way +2.86% (n=11)
3Micron MUon Hyperliquid 📈 chartEquity▲ +0.5%
hist +0.13–+0.34% · other way +4.32% (n=12)
4Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.4%
hist -0.08–+0.74% · other way +1.05% (n=12)
5AMD AMDon Hyperliquid 📈 chartEquity▲ +0.3%
hist -1.83–+0.57% · other way +2.31% (n=12)
6TSMC TSMon Hyperliquid 📈 chartEquity▲ +0.3%
hist -0.49–+1.63% · other way +0.2% (n=12)
7Marvell MRVLon Hyperliquid 📈 chartEquity▲ +0.3%
hist +0.07–+0.26% · other way +2.12% (n=12)
8Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.3%
hist -2.22–+0.95% · other way -14.26% (n=8)
9Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.2%
model prior · unmeasured
10Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.2%
hist -0.61–+1.79% · other way -10.37% (n=9)
11MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.2%
hist -5.53–+18.95% · other way +4.04% (n=12)
12ASML ASMLon Hyperliquid 📈 chartEquity▲ +0.2%
hist -1.77–+0.69% · other way -1.75% (n=12)
1330y Treasury yield DGS30 📈 chartRate▲ +1bp
hist -2.78–+7.53% · other way -2.0% (n=12)
142y Treasury yield DGS2Rate▲ +1bp
model prior · unmeasured

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Short
For a common-man portfolio: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.
Also moves (not yet on Hyperliquid): 30y Treasury yield +1bp · 2y Treasury yield +1bp

Why we may diverge from history

Trust the cascade long on SOL/AMD/ASML: the negatives are AI-chip and metals-event windows off the energy channel — scalable geothermal baseload is a risk-on supply story history's unrelated semiconductor/commodity drivers can't measure.

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.

Neuralink implants its first human brain-computer interface 2024-01 Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 OpenAI releases GPT-4 2023-03 PJM grid emergency during Winter Storm Elliott 2022-12 ChatGPT launches 2022-11 European TTF gas hits all-time record high 2022-08 Texas grid failure during Winter Storm Uri 2021-02 AlphaFold cracks the protein-folding problem 2020-11 California rolling blackouts during a record heatwave 2020-08 AlphaGo defeats Lee Sedol 2016-03 Northeast blackout cascading grid failure hits ~55 million 2003-08 India RBI growth-pivot rate cut 2025-12 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Bitcoin tops $111,970 for a new all-time high 2025-05 Iberian Peninsula total blackout 2025-04 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 DeepSeek shock crushes AI-power utilities Vistra and Constellation 2025-01 Russian gas transit through Ukraine ends 2025-01 Nasdaq Composite first close above 20000 2024-12 Marvell's Q3 FY2025 AI-silicon results drive a record surge 2024-12 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 S&P 500 first close above 6000 2024-11 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 TSMC's Q3 2024 blowout lifts shares on surging AI demand 2024-10 Constellation-Microsoft Three Mile Island restart powers AI-utility trade 2024-09 Nvidia slips despite a Q2 FY2025 earnings beat 2024-08 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Nikkei 225 record single-day rebound 2024-08 Megacap AI-capex doubt selloff 2024-07 Nvidia becomes world's most valuable company 2024-06 Alphabet announces its first-ever dividend 2024-04 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 Nikkei 225 surpasses its 1989 bubble peak 2024-02 S&P 500 first close above 5000 2024-02 ARM's first earnings as a public company spark a huge rally 2024-02 Biden administration pauses US LNG export approvals 2024-01 Nifty 50 first crosses 20000 2023-09 Gabon coup d'etat 2023-08 Niger coup d'etat 2023-07
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
AMD AMDSHORT-1.7% · 5d -2.0%67%40 0.27⚠ differs
MSTR MSTRLONG+16.9% · 5d +0.6%63%40 0.25✓ matches cascade
ASML ASMLSHORT-1.7% · 5d -2.1%61%40 0.16⚠ differs
SOL SOLSHORT-2.2% · 5d -6.3%60%38 0.13⚠ differs
TSM TSMLONG+1.4% · 5d -1.2% ↺ fades57%40 0.12✓ matches cascade
ETH ETHLONG+1.6% · 5d -1.9% ↺ fades57%38 0.11✓ matches cascade
High-yield credit HYGSHORT-0.2% · 5d -0.1%57%39 0.10·
Gold XAULONG+0.8% · 5d -0.7% ↺ fades55%40 0.08·
10y yield DGS10LONG+8bp · 5d +2bp55%40 0.08·
NVDA NVDALONG+1.6% · 5d -2.5% ↺ fades53%40 0.05✓ matches cascade
30y yield DGS30LONG+7bp · 5d +2bp53%40 0.05✓ matches cascade
Volatility VIXLONG+0.1% · 5d -2.7% ↺ fades53%40 0.04·
AVGO AVGOLONG+0.6% · 5d -1.8% ↺ fades49%39 0.00✓ matches cascade
MU MUSHORT-0.1% · 5d -1.8%47%40 0.00⚠ differs

Why this probability

Enhanced geothermal progressing (Fervo) but nationwide commercial scalability over 3-10yr stays uncertain. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

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.