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

What if Grid-connection costs and delays push AI compute offshore?

Persistent interconnection delays and high grid-connection costs push some AI datacenter investment to power-rich jurisdictions abroad, denting US load-growth upside.

13%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 13% · 90% range 4–22% · 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 13% of the class12%
Pooled · weight 87%13%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)13%
Published13%

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 mixed shock. Persistent interconnection delays and high grid-connection costs push some AI datacenter investment to power-rich jurisdictions abroad, denting US load-growth upside. The trigger decomposes into signed root‑shocks — AI capex ▼ · Financial conditions ▲ · Industrial demand ▼ · 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▼ -0.4%
hist -0.78–+0.08% · other way +6.32% (n=12)
2Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -3.79–+0.86% · other way -5.52% (n=10)
3Freeport (copper) FCX 📈 chartEquity▼ -0.3%
hist -0.65–+0.07% · other way +3.37% (n=12)
4Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.75–+1.08% · other way +0.79% (n=10)
5Micron MUon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.47–+0.62% · other way -0.21% (n=12)
6Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.3%
model prior · unmeasured
7Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.2%
hist -0.42–+0.65% · other way -0.19% (n=12)
8MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.68–+0.95% · other way +19.13% (n=12)
9Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -6.87–+2.55% · other way +6.05% (n=10)
10Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.2–+0.16% · other way +0.94% (n=12)
11Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -5.39–+0.69% · other way +12.08% (n=10)
12Copper XCUon Hyperliquid 📈 chartCommodity▼ -0.1%
hist -0.99–+0.33% · other way +0.11% (n=12)
13Tech sector XLK 📈 chartEquity▼ -0.1%
hist -0.22–+0.24% · other way +0.79% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Long
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): Freeport (copper) -0.3% · Tech sector -0.1%

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 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 ASML bookings-miss crash 2024-10 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 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 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 Germany agrees Uniper bailout 2022-07 Netflix subscriber-loss crash 2022-04 Meta 2022-02 Kaisa Group offshore default 2021-12 Didi removed from China app stores after NYSE IPO 2021-07 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 Nvidia crypto-glut guidance crash 2018-11 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 Greece requests EU/IMF bailout 2010-04 Anglo Irish Bank nationalisation 2009-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Bitcoin BTCSHORT-4.4% · 5d -2.1%75%27 0.39✓ matches cascade
SOL SOLSHORT-3.2% · 5d -7.7%67%23 0.24✓ matches cascade
Volatility VIXLONG+6.9% · 5d +1.8%63%40 0.22·
FCX FCXSHORT-0.5% · 5d -0.9%60%40 0.18✓ matches cascade
10y yield DGS10SHORT-6bp · 5d -1bp60%40 0.17·
Gold XAULONG+0.5% · 5d +0.0%58%40 0.15·
ETH ETHSHORT-6.3% · 5d -4.0%58%24 0.11✓ matches cascade
SMH SMHLONG+0.8% · 5d -0.9% ↺ fades55%40 0.10⚠ differs
XCU XCUSHORT-0.9% · 5d -0.7%55%40 0.10✓ matches cascade
NDX NDXLONG+0.3% · 5d -1.1% ↺ fades55%40 0.09⚠ differs
NVDA NVDASHORT-0.5% · 5d -3.5%54%40 0.06✓ matches cascade
High-yield credit HYGSHORT-0.1% · 5d +0.0% ↺ fades54%39 0.06·
US dollar DXYLONG+0.4% · 5d +0.1%53%40 0.05·
MU MULONG+0.8% · 5d -1.9% ↺ fades52%40 0.03⚠ 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.