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

What if AI-capex reacceleration: a second wave of datacenter spend?

A new wave of AI model demand reaccelerates datacenter capex after a pause, reigniting growth for chips, power, and infrastructure suppliers. The renewed spending supports risk appetite in the complex.

28%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 28% · 90% range 5–51% · 15 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 49% of the class28%
Pooled · weight 71%29%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)29%
Published28%

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 new wave of AI model demand reaccelerates datacenter capex after a pause, reigniting growth for chips, power, and infrastructure suppliers. The renewed spending supports risk appetite in the complex. The trigger decomposes into signed root‑shocks — AI breakthrough ▲ · AI capex ▲ · 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▲ +2.7%
hist -1.39–+5.95% · other way +0.81% (n=12)
2Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +1.6%
hist +0.18–+2.21% · other way -0.92% (n=12)
3Broadcom AVGOon Hyperliquid 📈 chartEquity▲ +1.6%
hist +0.06–+2.08% · other way +0.25% (n=12)
4Micron MUon Hyperliquid 📈 chartEquity▲ +1.5%
hist -4.2–+3.5% · other way -4.39% (n=12)
5Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +1.3%
hist +0.55–+0.95% · other way +0.23% (n=12)
6AMD AMDon Hyperliquid 📈 chartEquity▲ +1.1%
hist -1.92–+1.77% · other way +2.21% (n=12)
7TSMC TSMon Hyperliquid 📈 chartEquity▲ +1.1%
hist +0.46–+1.02% · other way -1.99% (n=12)
8Marvell MRVLon Hyperliquid 📈 chartEquity▲ +1.1%
hist +0.17–+1.43% · other way +0.85% (n=12)
9Tech sector XLK 📈 chartEquity▲ +0.9%
hist +0.28–+0.97% · other way +0.26% (n=12)
10ASML ASMLon Hyperliquid 📈 chartEquity▲ +0.9%
hist -0.67–+1.27% · other way -3.73% (n=12)
11Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.8%
hist -16.78–+5.72% · other way -5.87% (n=11)
12MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.9%
hist -9.9–+22.77% · other way +3.06% (n=12)
13Qualcomm QCOMon Hyperliquid 📈 chartEquity▲ +0.7%
hist -2.55–+1.61% · other way -1.57% (n=12)
14Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.7%
model prior · unmeasured

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): Tech sector +0.9% · Freeport (copper) +0.3% · High-yield credit +0.2%

Historical precedent — what analogous events actually did

Across 15 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 OpenAI releases GPT-4 2023-03 ChatGPT launches 2022-11 AlphaFold cracks the protein-folding problem 2020-11 AlphaGo defeats Lee Sedol 2016-03 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 LK-99 room-temperature superconductor claim 2023-07 Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 Wegovy 2021-06 First mRNA COVID-19 vaccine authorized 2020-12 SpaceX lands an orbital rocket booster 2015-12 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-15.6% · 5d -10.2%92%10 0.56⚠ differs
MSTR MSTRLONG+21.6% · 5d +0.9%71%13 0.39✓ matches cascade
Bitcoin BTCLONG+8.2% · 5d -3.3% ↺ fades69%12 0.32✓ matches cascade
QCOM QCOMSHORT-2.9% · 5d -1.1%74%13 0.31⚠ differs
XCU XCUSHORT-1.1% · 5d -0.4%68%13 0.29⚠ differs
AVGO AVGOLONG+1.0% · 5d -0.5% ↺ fades65%13 0.24✓ matches cascade
10y yield DGS10LONG+11bp · 5d +1bp66%15 0.24·
High-yield credit HYGSHORT-0.5% · 5d -0.2%68%13 0.23⚠ differs
AMD AMDSHORT-2.6% · 5d +0.9% ↺ fades67%14 0.22⚠ differs
SPX SPXLONG+0.2% · 5d +0.8%63%15 0.22✓ matches cascade
MU MUSHORT-5.2% · 5d -1.3%64%14 0.19⚠ differs
ETH ETHLONG+1.9% · 5d -5.1% ↺ fades62%10 0.19✓ matches cascade
Volatility VIXSHORT-2.5% · 5d -5.4%64%14 0.19✓ matches cascade
NVDA NVDALONG+4.2% · 5d +0.5%61%13 0.17✓ 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.