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

What if Aging Asia exports disinflation, pinning regional real yields low?

Synchronized aging across Japan, Korea, Taiwan and China suppresses domestic demand and inflation, exporting disinflationary pressure and holding regional real yields structurally depressed.

26%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 26% · 90% range 13–39% · 40 analogues · measured class deflation 98% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 98% in 10 yr98%
Analyst prior · editorial share 24% of the class24%
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 mixed shock. Synchronized aging across Japan, Korea, Taiwan and China suppresses domestic demand and inflation, exporting disinflationary pressure and holding regional real yields structurally depressed. The trigger decomposes into signed root‑shocks — Global growth ▼ · Inflation expectations ▼ · 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
130y Treasury yield DGS30 📈 chartRate▼ -4bp
hist -4.01–-0.8% · other way +19.7% (n=12)
210y Treasury yield DGS10 📈 chartRate▼ -4bp
hist -4.09–-0.42% · other way +22.8% (n=12)
3Tech sector XLK 📈 chartEquity▲ +0.3%
hist -0.14–+0.76% · other way -0.38% (n=11)
4Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.3%
hist -0.16–+0.87% · other way -0.45% (n=11)
5Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.2%
hist -0.09–+0.4% · other way -0.54% (n=11)
6Arm ARMon Hyperliquid 📈 chartEquity▲ +0.2%
hist -5.01–+1.59% · other way -7.39% (n=9)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.2%
model prior · unmeasured
8Homebuilders XHB 📈 chartEquity▲ +0.2%
hist +0.03–+0.15% · other way -1.45% (n=11)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
For a common-man portfolio: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.
Also moves (not yet on Hyperliquid): 30y Treasury yield -4bp · 10y Treasury yield -4bp · Tech sector +0.3% · Homebuilders +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.

August 24, 2015 ETF flash crash 2015-08 SNB introduces negative interest rates 2014-12 Greece first EU/IMF bailout 2010-05 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 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 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 ASML bookings-miss crash 2024-10 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 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 India's Modi loses single-party majority 2024-06 Mexico's Sheinbaum landslide + supermajority scare 2024-06 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 Regional-bank panic deepens after Signature seizure 2023-03 Brookfield defaults on LA office towers 2023-02 India Adani-Hindenburg rout 2023-01 TSMC cuts 2023 capex on chip-demand downturn 2023-01 Solana craters toward $8 on FTX/Alameda overhang 2022-12 Offshore yuan hits a record low 2022-11 CoinDesk exposes Alameda's FTT-heavy balance sheet 2022-11 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 China fires ballistic missiles into Japan's EEZ during Taiwan drills 2022-08 Three Arrows Capital liquidation order 2022-06 Celsius Network freezes withdrawals 2022-06
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
ARM ARMSHORT-4.6% · 5d -5.4%64%22 0.20⚠ differs
Bitcoin BTCSHORT-3.3% · 5d -3.3%60%39 0.16·
Gold XAULONG+0.7% · 5d -0.4% ↺ fades59%40 0.15✓ matches cascade
XHB XHBLONG+0.1% · 5d -1.1% ↺ fades56%40 0.10✓ matches cascade
10y yield DGS10SHORT-2bp · 5d +2bp ↺ fades54%40 0.06✓ matches cascade
XLK XLKLONG+0.5% · 5d -0.6% ↺ fades51%40 0.02✓ matches cascade
30y yield DGS30SHORT-1bp · 5d +3bp ↺ fades49%40 0.00✓ matches cascade
NDX NDXLONG+0.3% · 5d -0.8% ↺ fades46%40 0.00✓ matches cascade
Volatility VIXSHORT-1.4% · 5d -1.5%49%40 0.00·
US dollar DXYLONG+0.1% · 5d +0.1%49%40 0.00·
High-yield credit HYGLONG+0.0% · 5d +0.1%49%40 0.00·

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.