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

What if US homebuilder labor crunch from deportations stalls housing starts?

Removal of undocumented construction crews collapses framing and finishing capacity, lifting build costs and stalling housing starts; builder equities fall as completion timelines blow out and shelter inflation re-accelerates.

22%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 22% · 90% range 4–39% · 40 analogues · measured class labor 64% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — labor ≈0.3374/yr → 64% in 3 yr64%
Analyst prior · editorial share 35% of the class22%
Pooled · weight 87%22%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)22%
Published22%

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. Removal of undocumented construction crews collapses framing and finishing capacity, lifting build costs and stalling housing starts; builder equities fall as completion timelines blow out and shelter inflation re-accelerates. The trigger decomposes into signed root‑shocks — Consumer spending ▼ · Inflation surprise ▲ · Labor shortage ▲ · Recession signal ▲ · 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
1Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.9%
hist -4.75–+1.38% · other way -8.46% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.9%
hist -0.94–-0.12% · other way -0.56% (n=12)
3Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.8%
model prior · unmeasured
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.8%
hist -0.87–+0.47% · other way +27.71% (n=12)
5Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -5.48–+1.42% · other way +0.49% (n=12)
6Tech sector XLK 📈 chartEquity▼ -0.7%
hist -0.45–-0.22% · other way -0.33% (n=12)
7Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -0.46–+0.01% · other way +5.06% (n=12)
8S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.6%
hist -2.27–+0.63% · other way +2.38% (n=12)
9Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.6%
hist -1.22–+3.49% · other way -3.9% (n=12)
10Homebuilders XHB 📈 chartEquity▼ -0.3%
hist -0.28–+0.04% · other way +0.53% (n=12)
1130y Treasury yield DGS30 📈 chartRate▲ +4bp
hist -1.98–+10.71% · other way -0.3% (n=12)
12Financials XLF 📈 chartEquity▼ -0.3%
hist -0.29–+1.86% · other way -0.19% (n=12)
13Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -0.29–+0.31% · other way +0.34% (n=12)
14High-yield credit HYG 📈 chartRate▼ -0.3%
hist -0.34–+0.3% · other way -0.52% (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 -0.7% · Homebuilders -0.3% · 30y Treasury yield +4bp · Financials -0.3% · High-yield credit -0.3% · 10y Treasury yield +4bp

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.

Weak July 2024 jobs report triggers Sahm-rule growth scare 2024-08 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Turkish lira record low on rate cuts 2021-11 February 2018 hot wage print triggers rate scare 2018-02 August 24, 2015 ETF flash crash 2015-08 Greece first EU/IMF bailout 2010-05 1990-91 recession onset 1990-07 1982 unemployment peaks at 10.8% 1983-01 Silver Thursday 1980-03 Gold peaks at $850 1980-01 1979 Iranian Revolution oil shock 1979-01 Iranian Revolution oil shock 1978-12 1976 UK sterling crisis / IMF bailout 1976-09 1973-75 recession onset 1973-11 Iranian rial slides to a new record low 2025-12 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 H5N1 bird flu record US egg prices 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 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Nasdaq Composite first close above 20000 2024-12 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 ASML bookings-miss crash 2024-10 Strong September 2024 jobs report reprices the Fed path 2024-10 October 2024 Iranian ballistic-missile attack on Israel 2024-10 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 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 Homebuilders rally as cool June CPI fuels rate-cut bets 2024-07 USD/JPY hits a 38-year high before a CPI-driven intervention 2024-07 India's Modi loses single-party majority 2024-06
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
XLF XLFLONG+1.6% · 5d +0.3%76%32 0.44⚠ differs
JPM JPMLONG+2.4% · 5d +0.8%74%35 0.40⚠ differs
ARM ARMSHORT-5.9% · 5d -6.0%74%26 0.34✓ matches cascade
NVDA NVDASHORT-1.6% · 5d -2.4%68%32 0.23✓ matches cascade
ETH ETHSHORT-4.7% · 5d -5.7%63%30 0.19✓ matches cascade
30y yield DGS30LONG+8bp · 5d +4bp57%38 0.14✓ matches cascade
COIN COINSHORT-0.8% · 5d -0.1%58%29 0.14✓ matches cascade
NDX NDXSHORT-0.4% · 5d -0.9%59%33 0.13✓ matches cascade
Gold XAULONG+0.5% · 5d -0.7% ↺ fades57%32 0.11⚠ differs
SOL SOLSHORT-4.0% · 5d -6.6%58%29 0.10✓ matches cascade
INR INRSHORT-0.1% · 5d +0.4% ↺ fades57%32 0.10✓ matches cascade
SPX SPXSHORT-1.9% · 5d -1.3%55%40 0.09✓ matches cascade
Volatility VIXLONG+3.1% · 5d +9.2%54%33 0.07✓ matches cascade
SMH SMHSHORT-0.0% · 5d -0.5%54%32 0.07✓ 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.