🏛 Central Banks & Macro risk-off · 3–10 years
A what‑if from the future

What if China's labor exit removes the global disinflation anchor?

China's shift from labor exporter to aging dissaver removes the structural disinflationary force that suppressed global goods prices for decades, lifting baseline inflation worldwide.

26%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 26% · 90% range 13–40% · 40 analogues · measured class labor 97% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — labor ≈0.3374/yr → 97% in 10 yr97%
Analyst prior · editorial share 27% of the class26%
Pooled · weight 87%27%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)27%
Published26%

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 3–10 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. China's shift from labor exporter to aging dissaver removes the structural disinflationary force that suppressed global goods prices for decades, lifting baseline inflation worldwide. The trigger decomposes into signed root‑shocks — Inflation expectations ▲ · Labor shortage ▲ · Real yields ▲ · 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▼ -0.6%
hist -0.55–-0.12% · other way -0.56% (n=12)
2MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.6%
hist -3.26–+5.56% · other way +27.71% (n=12)
3Tech sector XLK 📈 chartEquity▼ -0.6%
hist -0.35–-0.21% · other way -0.33% (n=12)
4Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -4.86–+1.61% · other way -8.46% (n=12)
530y Treasury yield DGS30 📈 chartRate▲ +4bp
hist -1.38–+10.34% · other way -0.3% (n=12)
6Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
710y Treasury yield DGS10 📈 chartRate▲ +4bp
hist -1.21–+8.46% · other way +3.3% (n=12)
8Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -4.12–+1.16% · other way +0.49% (n=12)
9Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -0.3–+0.04% · other way +5.06% (n=12)
10Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -0.32–+0.23% · other way +0.34% (n=12)
11S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.84–+0.23% · other way +2.38% (n=12)
12Homebuilders XHB 📈 chartEquity▼ -0.3%
hist -0.26–+0.1% · other way +0.53% (n=12)
13Arm ARMon Hyperliquid 📈 chartEquity▼ -0.2%
hist -3.51–+0.69% · other way -8.23% (n=10)
14Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.2%
hist -1.34–+3.76% · other way -3.9% (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 -0.6% · 30y Treasury yield +4bp · 10y Treasury yield +4bp · 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.

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 Silver Thursday 1980-03 Gold peaks at $850 1980-01 1979 Iranian Revolution oil shock 1979-01 Iranian Revolution oil shock 1978-12 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 Weak July 2024 jobs report triggers Sahm-rule growth scare 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 Mexico's Sheinbaum landslide + supermajority scare 2024-06 Hot January CPI delays Fed-cut hopes 2024-02 Blowout January 2024 jobs report lifts yields 2024-02 Wagner Group mutiny against the Kremlin 2023-06 Turkish lira hits record low after Erdogan re-election 2023-05 First Republic Bank seized and sold to JPMorgan 2023-05
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
ARM ARMSHORT-2.9% · 5d -4.5%69%29 0.30✓ matches cascade
30y yield DGS30LONG+7bp · 5d +4bp60%40 0.20✓ matches cascade
ETH ETHSHORT-3.6% · 5d -4.8%62%36 0.18✓ matches cascade
NDX NDXSHORT-0.2% · 5d -0.9%60%36 0.14✓ matches cascade
Volatility VIXLONG+3.4% · 5d +6.5%57%36 0.13✓ matches cascade
10y yield DGS10LONG+6bp · 5d +4bp56%40 0.12✓ matches cascade
SOL SOLSHORT-4.3% · 5d -6.8%58%35 0.11✓ matches cascade
Gold XAULONG+0.4% · 5d -0.8% ↺ fades55%36 0.08⚠ differs
MSTR MSTRLONG+5.9% · 5d -1.3% ↺ fades47%36 0.00⚠ differs
XLK XLKLONG+0.0% · 5d -0.7% ↺ fades42%36 0.00⚠ differs
Bitcoin BTCLONG+0.2% · 5d -3.1% ↺ fades50%36 0.00⚠ differs
SPX SPXSHORT-0.7% · 5d -0.9%40%40 0.00✓ matches cascade
XHB XHBLONG+0.2% · 5d -1.0% ↺ fades45%36 0.00⚠ differs
SMH SMHLONG+0.5% · 5d -0.6% ↺ fades47%36 0.00⚠ 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.