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

What if the best-funded fusion startup collapses?

A flagship fusion failure chills frontier-energy/AI capex sentiment; the tradable leg is semis lower with NVDA the bellwether and Micron/Broadcom the high-beta sleeve. Closest rhyme is the Jan-2025 DeepSeek selloff, which knocked the AI-capex complex on a demand-assumption re-rate. Skeptical: fusion is not in any 2026 power balance, so spillover is pure risk-appetite; the dip is shallow and likely bought unless it coincides with a broader capex-air-pocket.

18%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 18% · 90% range 7–29% · 40 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 19% of the class18%
Pooled · weight 87%18%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)18%
Published18%

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. The best-funded fusion venture folds after a failed scale-up, chilling investment across the entire sector. The trigger decomposes into signed root‑shocks — AI capex ▼ · 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
1Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -1.1%
hist -1.73–+0.06% · other way +4.26% (n=12)
2Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.9%
hist -0.73–+0.09% · other way +6.0% (n=12)
3Micron MUon Hyperliquid 📈 chartEquity▼ -0.8%
hist -2.4–+0.37% · other way -0.9% (n=12)
4Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.49–-0.22% · other way +1.68% (n=12)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -3.6–+0.83% · other way -16.06% (n=11)
6MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.7%
hist -2.32–+4.49% · other way +8.02% (n=12)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.6%
model prior · unmeasured
8Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -6.33–+1.95% · other way +0.31% (n=11)
9Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.4%
hist -0.74–+0.06% · other way +0.08% (n=12)
10AMD AMDon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.32–-0.11% · other way -2.83% (n=12)
11TSMC TSMon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.46–+0.31% · other way +2.02% (n=12)
12Marvell MRVLon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.49–+0.56% · other way +0.14% (n=12)
13Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -2.55–+0.7% · other way +3.03% (n=12)
14Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.4%
hist -0.96–+3.53% · other way -3.52% (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 -0.3% · High-yield credit -0.2%

Why we may diverge from history

Trust the cascade short on HYG: +1.1% over n=11 is flat, and the analogues are chip-selloffs (Nvidia, TSMC, DeepSeek) off the credit channel — a fusion collapse chilling capital is credit-risk history can't proxy.

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.

TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 ASML bookings-miss crash 2024-10 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 PJM grid emergency during Winter Storm Elliott 2022-12 Netflix subscriber-loss crash 2022-04 Meta 2022-02 Didi removed from China app stores after NYSE IPO 2021-07 Texas grid failure during Winter Storm Uri 2021-02 California rolling blackouts during a record heatwave 2020-08 Nvidia crypto-glut guidance crash 2018-11 Northeast blackout cascading grid failure hits ~55 million 2003-08 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 Iberian Peninsula total blackout 2025-04 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Tesla shares crater on DOGE political backlash and Europe sales collapse 2025-03 DeepSeek shock crushes AI-power utilities Vistra and Constellation 2025-01 Russian gas transit through Ukraine ends 2025-01 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Constellation-Microsoft Three Mile Island restart powers AI-utility trade 2024-09 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Nikkei 225 record single-day rebound 2024-08 Nikkei 225 worst single-day crash since 1987 2024-08 KOSPI biggest-ever point loss triggers circuit breaker 2024-08 VIX third-highest spike on record 2024-08 Intel's Q2 earnings trigger its worst single-day crash since 1974 2024-08 India's Modi loses single-party majority 2024-06 Mexico's Sheinbaum landslide + supermajority scare 2024-06 Nikkei 225 surpasses its 1989 bubble peak 2024-02 Biden administration pauses US LNG export approvals 2024-01 ARM debuts on Nasdaq with a 25% first-day pop 2023-09 Gabon coup d'etat 2023-08 Niger coup d'etat 2023-07 Wagner Group mutiny against the Kremlin 2023-06
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
MU MUSHORT-1.8% · 5d -2.7%64%40 0.21✓ matches cascade
Volatility VIXLONG+3.0% · 5d -0.2% ↺ fades62%40 0.20✓ matches cascade
Gold XAULONG+1.0% · 5d -0.5% ↺ fades62%40 0.20·
SOL SOLSHORT-3.0% · 5d -5.5%63%38 0.19✓ matches cascade
ETH ETHSHORT-5.6% · 5d -4.1%61%39 0.16✓ matches cascade
AMD AMDSHORT-0.1% · 5d -2.0%60%40 0.16✓ matches cascade
Bitcoin BTCSHORT-2.2% · 5d -1.8%61%39 0.16✓ matches cascade
NVDA NVDASHORT-1.1% · 5d -3.5%60%40 0.15✓ matches cascade
MRVL MRVLLONG+0.8% · 5d -1.5% ↺ fades57%40 0.10⚠ differs
QCOM QCOMSHORT-2.9% · 5d -3.1%57%40 0.10✓ matches cascade
MSTR MSTRLONG+4.7% · 5d -0.9% ↺ fades55%40 0.09⚠ differs
NDX NDXSHORT-0.5% · 5d -1.2%57%40 0.09✓ matches cascade
XLK XLKSHORT-0.3% · 5d -0.8%55%40 0.07✓ matches cascade
TSM TSMLONG+0.5% · 5d -0.6% ↺ fades53%40 0.05⚠ differs

Why this probability

Best-funded fusion venture folding is a specific rare event; sector still well-capitalized mid-2026. 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.