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

What if Trade-and-immigration combo shock compounds US stagflation?

Simultaneous tariff hikes and immigration restriction hit both import costs and labor supply, compounding a stagflationary squeeze; inflation surprises higher, growth slows and equities de-rate.

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. Simultaneous tariff hikes and immigration restriction hit both import costs and labor supply, compounding a stagflationary squeeze; inflation surprises higher, growth slows and equities de-rate. The trigger decomposes into signed root‑shocks — Inflation surprise ▲ · Labor shortage ▲ · Recession signal ▲ · Risk appetite ▼ · Trade tension ▲ — 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▼ -2.1%
hist -1.49–-0.66% · other way -0.56% (n=12)
2Tech sector XLK 📈 chartEquity▼ -1.5%
hist -1.06–-0.27% · other way -0.33% (n=12)
3Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -1.4%
hist -1.09–+0.15% · other way +0.43% (n=12)
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.4%
hist -2.64–+4.06% · other way +27.71% (n=12)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -1.2%
hist -3.37–+0.88% · other way -8.46% (n=12)
6Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -1.0%
model prior · unmeasured
7Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -1.1%
hist -0.85–-0.02% · other way +1.63% (n=12)
8TSMC TSMon Hyperliquid 📈 chartEquity▼ -1.1%
hist -0.75–-0.19% · other way +1.15% (n=12)
9Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.9%
hist -3.39–+0.67% · other way +0.49% (n=12)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.9%
hist -0.92–-0.13% · other way +5.06% (n=12)
11AMD AMDon Hyperliquid 📈 chartEquity▼ -0.9%
hist -1.02–+0.77% · other way -4.02% (n=12)
12Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.9%
hist -1.39–+2.66% · other way -1.01% (n=12)
13Micron MUon Hyperliquid 📈 chartEquity▼ -0.9%
hist -0.98–+1.2% · other way +1.89% (n=12)
14Marvell MRVLon Hyperliquid 📈 chartEquity▼ -0.9%
hist -0.49–-0.14% · other way +1.96% (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 -1.5% · Chinese yuan -0.6% · High-yield credit -0.4% · Aussie dollar -0.4% · Financials -0.3% · Homebuilders -0.3%

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.

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 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 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 February 2018 hot wage print triggers rate scare 2018-02 Mexican peso crash on Trump 2016 win 2016-11 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 Argentina Rodrigazo shock 1975-06 1973-75 recession onset 1973-11 Smoot-Hawley clears the US House 1929-05 Iranian rial slides to a new record low 2025-12 Record $19bn crypto liquidation cascade 2025-10 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 US-China extend tariff truce by another 90 days 2025-08 Trump's 50% copper tariff sends Comex copper to a record 2025-07 Israel strikes Iran — Operation Rising Lion 2025-06 US and China agree Geneva tariff truce, slashing rates 2025-05 H5N1 bird flu record US egg prices 2025-04 Tariff-pause record rally and VIX collapse 2025-04 Trump signs 25% Section 232 tariff on imported automobiles 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
BABA BABASHORT-2.4% · 5d -2.5%71%29 0.37✓ matches cascade
INTC INTCSHORT-2.8% · 5d -2.7%67%33 0.32✓ matches cascade
KWEB KWEBSHORT-3.3% · 5d -1.8%68%29 0.31✓ matches cascade
QCOM QCOMSHORT-2.8% · 5d -2.1%69%30 0.26✓ matches cascade
AUD AUDSHORT-0.6% · 5d -0.2%64%30 0.24✓ matches cascade
JPM JPMLONG+2.3% · 5d +0.7%64%33 0.24⚠ differs
CNY CNYSHORT-0.7% · 5d -0.3%62%30 0.22✓ matches cascade
XCU XCUSHORT-0.5% · 5d -0.5%64%30 0.22✓ matches cascade
XLF XLFLONG+1.2% · 5d +0.3%62%30 0.20⚠ differs
ARM ARMSHORT-3.3% · 5d -6.1%64%22 0.19✓ matches cascade
ETH ETHSHORT-2.7% · 5d -5.9%63%27 0.18✓ matches cascade
AVGO AVGOLONG+2.9% · 5d -0.6% ↺ fades59%30 0.17⚠ differs
30y yield DGS30LONG+11bp · 5d +4bp59%36 0.17✓ matches cascade
US dollar DXYLONG+0.5% · 5d +0.3%58%39 0.15✓ 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.