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

What if Anti-immigrant labor squeeze forces US wage-price spiral risk?

A broad immigrant-labor squeeze across low-wage sectors risks tipping into a wage-price spiral as firms compete for scarce workers; sticky services inflation forces the Fed to stay restrictive, pressuring risk assets.

18%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 18% · 90% range 0–37% · 17 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 25% of the class16%
Pooled · weight 74%18%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)18%
Published18%

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 broad immigrant-labor squeeze across low-wage sectors risks tipping into a wage-price spiral as firms compete for scarce workers; sticky services inflation forces the Fed to stay restrictive, pressuring risk assets. The trigger decomposes into signed root‑shocks — Fed policy path ▲ · Inflation surprise ▲ · Labor shortage ▲ · 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
1Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -1.0%
hist -0.9–-0.34% · other way -0.06% (n=12)
2Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.9%
hist -5.43–+4.23% · other way -5.89% (n=6)
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.0%
hist -10.14–+2.93% · other way +1.21% (n=12)
4Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.8%
model prior · unmeasured
5Tech sector XLK 📈 chartEquity▼ -0.8%
hist -0.62–-0.32% · other way +0.48% (n=12)
6Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -9.05–+4.68% · other way -3.72% (n=7)
7Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -5.07–+3.32% · other way +2.19% (n=6)
830y Treasury yield DGS30 📈 chartRate▲ +6bp
hist -4.56–+20.86% · other way +13.0% (n=12)
9Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.5%
hist -2.94–+1.36% · other way -0.8% (n=11)
10S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.5%
hist -3.32–+0.94% · other way +3.37% (n=12)
1110y Treasury yield DGS10 📈 chartRate▲ +5bp
hist -7.5–+19.4% · other way +16.9% (n=12)
12Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.5%
hist -2.96–+2.78% · other way -5.12% (n=12)
13Homebuilders XHB 📈 chartEquity▼ -0.4%
hist -1.35–+1.22% · other way +1.53% (n=9)
14US dollar (DXY) DXYon Hyperliquid 📈 chartFX▲ +0.4%
hist -0.39–+1.22% · other way -0.11% (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 -0.8% · 30y Treasury yield +6bp · 10y Treasury yield +5bp · Homebuilders -0.4% · 2y Treasury yield +4bp · Turkish lira -0.3%

Historical precedent — what analogous events actually did

Across 17 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.

August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 May 2022 US CPI sends S&P into a bear market 2022-06 Bank of England's first post-pandemic rate hike 2021-12 Fed retires 'transitory' 2021-11 Turkish lira record low on rate cuts 2021-11 Turkey fires central-bank governor Agbal, sparking lira plunge 2021-03 February 2018 hot wage print triggers rate scare 2018-02 Russian ruble 'Black Tuesday' 2014-12 ECB's ill-timed pre-crisis rate hike 2008-07 Shanghai Sneeze global selloff with then-record VIX spike 2007-02 The Great Bond Massacre 1994-02 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Volcker Saturday Night Special 1979-10 1979 Iranian Revolution oil shock 1979-01 Iranian Revolution oil shock 1978-12
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
MSTR MSTRSHORT-8.8% · 5d -7.1%88%11 0.52✓ matches cascade
SMH SMHSHORT-1.7% · 5d -1.4%79%11 0.43✓ matches cascade
Bitcoin BTCSHORT-8.7% · 5d -9.3%75%9 0.42✓ matches cascade
NVDA NVDASHORT-8.7% · 5d -7.9%71%11 0.33✓ matches cascade
30y yield DGS30LONG+16bp · 5d +4bp67%17 0.32✓ matches cascade
SPX SPXSHORT-2.8% · 5d -2.4%67%17 0.32✓ matches cascade
GBPUSD GBPUSDSHORT-1.1% · 5d -0.4%67%11 0.28✓ matches cascade
Gold XAUSHORT-2.6% · 5d -2.6%67%11 0.27✓ matches cascade
KRW KRWLONG+0.5% · 5d +0.9%71%11 0.27⚠ differs
High-yield credit HYGLONG+0.5% · 5d +0.5%68%10 0.24⚠ differs
XLK XLKSHORT-0.0% · 5d -0.8%67%11 0.22✓ matches cascade
EURUSD EURUSDSHORT-0.9% · 5d -0.1%62%11 0.18✓ matches cascade
ETH ETHSHORT-4.8% · 5d -5.9%61%8 0.16✓ matches cascade
XHB XHBLONG+1.6% · 5d -1.0% ↺ fades58%11 0.13⚠ 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.