🌍 Society & Frontier risk-off · 1–3 years
A what‑if from the future

What if Data-center oversupply air-pocket de-rates digital-infra REITs?

A wave of speculative data-center construction collides with an AI-capex pause, leaving vacancy and pricing pressure; the oversupply air-pocket de-rates digital-infrastructure REITs that had priced in endless demand.

20%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 20% · 90% range 8–31% · 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 22% of the class20%
Pooled · weight 87%20%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)20%
Published20%

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. A wave of speculative data-center construction collides with an AI-capex pause, leaving vacancy and pricing pressure; the oversupply air-pocket de-rates digital-infrastructure REITs that had priced in endless demand. The trigger decomposes into signed root‑shocks — 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▼ -0.8%
hist -2.29–+0.32% · other way +9.53% (n=11)
2Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.67–+0.35% · other way +2.12% (n=10)
3Micron MUon Hyperliquid 📈 chartEquity▼ -0.6%
hist -2.24–+0.49% · other way -0.28% (n=11)
4Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.35–-0.03% · other way +2.1% (n=11)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -8.68–+0.93% · other way -9.37% (n=9)
6Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
7MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.79–+1.13% · other way +19.64% (n=11)
8Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -10.16–+1.54% · other way +3.86% (n=9)
9Freeport (copper) FCX 📈 chartEquity▼ -0.3%
hist -3.89–+0.64% · other way +1.43% (n=11)
10Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.48–+0.0% · other way +0.68% (n=11)
11AMD AMDon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.35–-0.04% · other way -1.25% (n=11)
12TSMC TSMon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.94–+0.21% · other way +1.92% (n=11)
13Marvell MRVLon Hyperliquid 📈 chartEquity▼ -0.3%
hist -1.13–+2.6% · other way +0.75% (n=11)
14Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.3%
hist -1.81–+6.2% · other way -5.01% (n=11)

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): Freeport (copper) -0.3% · Tech sector -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.

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 ASML bookings-miss crash 2024-10 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 Netflix subscriber-loss crash 2022-04 Meta 2022-02 Didi removed from China app stores after NYSE IPO 2021-07 Gold closes above $2,000/oz for the first time 2020-08 Nvidia crypto-glut guidance crash 2018-11 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Soviet August coup attempt against Gorbachev 1991-08 Chernobyl disaster 1986-04 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 Three Mile Island partial meltdown 1979-03 1979 Iranian Revolution oil shock 1979-01 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 Israel strikes Iran — Operation Rising Lion 2025-06 Anglo American demerges Valterra Platinum 2025-06 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Tesla shares crater on DOGE political backlash and Europe sales collapse 2025-03 DRC suspends cobalt exports 2025-02 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 Waha hub natural gas prices crash to record negative on Permian glut 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-6.9% · 5d -5.3%77%27 0.38✓ matches cascade
ETH ETHSHORT-8.3% · 5d -5.3%73%28 0.36✓ matches cascade
FCX FCXSHORT-3.2% · 5d -1.7%71%33 0.34✓ matches cascade
Gold XAULONG+0.9% · 5d -0.2% ↺ fades67%33 0.28·
Volatility VIXLONG+5.5% · 5d +0.2%62%34 0.22✓ matches cascade
COIN COINSHORT-1.4% · 5d -0.3%62%26 0.22✓ matches cascade
NDX NDXSHORT-0.3% · 5d -1.3%65%35 0.21✓ matches cascade
US dollar DXYSHORT-0.2% · 5d +0.2% ↺ fades62%40 0.20·
NVDA NVDASHORT-1.7% · 5d -3.4%65%33 0.19✓ matches cascade
Bitcoin BTCSHORT-3.6% · 5d -2.3%62%30 0.19✓ matches cascade
MU MUSHORT-1.8% · 5d -0.9%60%35 0.17✓ matches cascade
MRVL MRVLLONG+2.6% · 5d -0.8% ↺ fades59%33 0.14⚠ differs
QCOM QCOMSHORT-2.3% · 5d -2.9%59%33 0.13✓ matches cascade
10y yield DGS10SHORT-5bp · 5d +1bp ↺ fades57%40 0.13·

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.