📈 Markets & Finance risk-on · 1–3 years
A what‑if from the future

What if Capex-led non-inflationary boom: investment surge lifts supply?

A broad capital-spending surge in energy, chips and grid expands productive capacity, lifting growth while easing supply bottlenecks and capping inflation.

19%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 19% · 90% range 5–34% · 40 analogues · measured class tech_ai_bull 57% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bull ≈0.2842/yr → 57% in 3 yr57%
Analyst prior · editorial share 31% of the class18%
Pooled · weight 87%20%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)20%
Published19%

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-on shock. A broad capital-spending surge in energy, chips and grid expands productive capacity, lifting growth while easing supply bottlenecks and capping inflation. The trigger decomposes into signed root‑shocks — AI capex ▲ · Growth surprise ▲ · Industrial demand ▲ · Inflation expectations ▼ · 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
1MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.9%
hist -6.26–+20.77% · other way -2.57% (n=12)
2Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.8%
hist -9.36–+2.12% · other way +4.67% (n=5)
3Nvidia NVDAon Hyperliquid 📈 chartEquity▲ +0.8%
hist -0.95–+3.23% · other way -0.04% (n=12)
4Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.6%
model prior · unmeasured
5Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.6%
hist +0.21–+0.38% · other way -2.25% (n=5)
6Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.6%
hist -0.08–+0.46% · other way +0.72% (n=12)
7Broadcom AVGOon Hyperliquid 📈 chartEquity▲ +0.6%
hist -0.51–+2.6% · other way +0.61% (n=10)
8Micron MUon Hyperliquid 📈 chartEquity▲ +0.6%
hist -0.12–+0.49% · other way +3.85% (n=12)
9Freeport (copper) FCX 📈 chartEquity▲ +0.6%
hist -0.44–+0.52% · other way -2.21% (n=12)
10Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.5%
hist -0.37–+1.48% · other way +0.42% (n=12)
11Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.5%
hist -1.52–+3.68% · other way +2.64% (n=7)
12Volatility (VIX) VIXon Hyperliquid 📈 chartVol▼ -0.5%
hist -1.42–+0.35% · other way +8.54% (n=12)
13Tech sector XLK 📈 chartEquity▲ +0.4%
hist +0.08–+0.22% · other way +0.78% (n=12)
14S&P 500 SPXon Hyperliquid 📈 chartIndex▲ +0.3%
hist -0.14–+1.19% · other way -0.23% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
For a common-man portfolio: A typical stock-heavy portfolio should benefit. Stay invested; you can lean modestly into the beneficiaries below.
Also moves (not yet on Hyperliquid): Freeport (copper) +0.6% · Tech sector +0.4% · High-yield credit +0.2%

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.

Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 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 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 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 ChatGPT launches 2022-11 AlphaFold cracks the protein-folding problem 2020-11 AlphaGo defeats Lee Sedol 2016-03 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Soviet August coup attempt against Gorbachev 1991-08 Volcker Saturday Night Special 1979-10 India RBI growth-pivot rate cut 2025-12 Fatal mud-rush halts Freeport's Grasberg, tightening copper supply 2025-09 Trump's 50% copper tariff sends Comex copper to a record 2025-07 Anglo American demerges Valterra Platinum 2025-06 Bitcoin tops $111,970 for a new all-time high 2025-05 DRC suspends cobalt exports 2025-02 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Nasdaq Composite first close above 20000 2024-12 Marvell's Q3 FY2025 AI-silicon results drive a record surge 2024-12 S&P 500 first close above 6000 2024-11 TSMC's Q3 2024 blowout lifts shares on surging AI demand 2024-10 Nvidia slips despite a Q2 FY2025 earnings beat 2024-08 Nikkei 225 record single-day rebound 2024-08 Megacap AI-capex doubt selloff 2024-07 India slashes gold import duty from 15% to 6% in 2024 budget 2024-07 Nvidia becomes world's most valuable company 2024-06 BHP abandons $49bn takeover bid for Anglo American 2024-05 Comex copper hits record on New York short squeeze 2024-05 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 Panama Supreme Court voids Cobre Panama copper concession 2023-11 Newmont completes $15bn Newcrest takeover to lead global gold 2023-11 Nifty 50 first crosses 20000 2023-09 RTX takes $3B charge on Pratt & Whitney GTF engine flaw 2023-09
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SPX SPXLONG+0.9% · 5d +0.3%70%40 0.33✓ matches cascade
SOL SOLSHORT-8.2% · 5d -7.4%71%36 0.30⚠ differs
AVGO AVGOLONG+2.1% · 5d -1.3% ↺ fades63%38 0.26✓ matches cascade
ASML ASMLSHORT-2.2% · 5d -2.6%67%38 0.26⚠ differs
QCOM QCOMSHORT-2.6% · 5d -1.7%67%38 0.26⚠ differs
MSTR MSTRLONG+18.5% · 5d +0.7%61%38 0.22✓ matches cascade
High-yield credit HYGSHORT-0.3% · 5d -0.0%65%38 0.21⚠ differs
XPD XPDSHORT-0.1% · 5d -1.8%61%38 0.19⚠ differs
TSM TSMLONG+1.2% · 5d -1.2% ↺ fades61%38 0.18✓ matches cascade
AMD AMDSHORT-1.7% · 5d -2.5%61%39 0.16⚠ differs
Gold XAULONG+0.8% · 5d -0.8% ↺ fades59%38 0.15·
US dollar DXYSHORT-0.2% · 5d -0.1%57%40 0.11·
XLK XLKSHORT-0.1% · 5d -0.6%57%38 0.10⚠ differs
INTC INTCSHORT-1.0% · 5d -1.4%55%39 0.10⚠ 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.