🏛 Central Banks & Macro risk-off · 1–3 years
A what‑if from the future

What if Japanese banks and insurers face mark-downs as global defaults hit their fund LP stakes?

Japanese banks, insurers and pensions acting as limited partners in foreign credit, CLO and private-debt funds face mark-downs and capital calls as global defaults rise, importing overseas credit losses through the LP channel.

6%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 6% · 90% range 0–12% · 40 analogues · measured class recession 100% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — recession ≈1.9335/yr → 100% in 3 yr100%
Analyst prior · editorial share 5% of the class5%
Pooled · weight 87%6%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)6%
Published6%

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. Japanese banks, insurers and pensions acting as limited partners in foreign credit, CLO and private-debt funds face mark-downs and capital calls as global defaults rise, importing overseas credit losses through the LP channel. The trigger decomposes into signed root‑shocks — FX carry appetite ▼ · Credit spreads ▲ · 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
1MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.0%
hist -6.31–+1.27% · other way +23.24% (n=12)
2High-yield credit HYG 📈 chartRate▼ -0.8%
hist -0.88–-0.07% · other way -0.23% (n=12)
3Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.8%
hist -11.67–+3.93% · other way -3.1% (n=10)
4Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.7%
hist +0.21–+0.52% · other way -7.07% (n=12)
5Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.6%
hist -1.0–+0.04% · other way +0.63% (n=12)
6Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.6%
model prior · unmeasured
7Financials XLF 📈 chartEquity▼ -0.6%
hist -0.44–-0.11% · other way -0.27% (n=12)
8Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -9.64–+1.57% · other way +9.75% (n=11)
9Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -12.61–+3.13% · other way +2.79% (n=11)
10S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.5%
hist -0.37–-0.13% · other way +0.24% (n=12)
11JPMorgan JPM 📈 chartEquity▼ -0.4%
hist -0.53–+0.46% · other way +0.99% (n=12)
12Tech sector XLK 📈 chartEquity▼ -0.4%
hist -0.3–-0.06% · other way +0.75% (n=12)
13Coinbase COINon Hyperliquid 📈 chartEquity▼ -0.4%
hist -6.02–+4.39% · other way +23.11% (n=10)
14Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.56–+0.73% · other way +3.44% (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): High-yield credit -0.8% · Financials -0.6% · JPMorgan -0.4% · Tech sector -0.4% · Aussie dollar -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 Greece first EU/IMF bailout 2010-05 Northern Rock bank run 2007-09 Turkey lets the lira float 2001-02 Mexico $50bn international rescue package 1995-01 1976 UK sterling crisis / IMF bailout 1976-09 Nikkei 225 worst single-day crash since 1987 2024-08 Mexico's Sheinbaum landslide + supermajority scare 2024-06 Egypt's third flotation and 600bp rate hike 2024-03 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 Egypt floats the pound for a new IMF program 2022-10 South Korea Legoland default 2022-10 Bank of England emergency gilt intervention 2022-09 Kaisa Group offshore default 2021-12 Turkish lira record low on rate cuts 2021-11 Turkey fires central-bank governor Agbal, sparking lira plunge 2021-03 Argentina PASO primary shock 2019-08 Turkish lira crash 2018-08 Pravin Gordhan fired in midnight cabinet reshuffle 2017-03 Mexican peso crash on Trump 2016 win 2016-11 Egypt floats the pound for the $12bn IMF deal 2016-11 Russian ruble 'Black Tuesday' 2014-12 HYG record outflows in 2014 high-yield rout 2014-10 Russia annexation crisis: Moscow market plunge 2014-03 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 SNB imposes EUR/CHF 1.20 floor 2011-09 Portugal requests EU-IMF bailout 2011-04 Greece requests EU/IMF bailout 2010-04 Anglo Irish Bank nationalisation 2009-01 Fannie Mae and Freddie Mac conservatorship 2008-09 IndyMac Bank seized by the Office of Thrift Supervision 2008-07 American Home Mortgage bankruptcy 2007-08 Bear Stearns freezes redemptions on subprime hedge funds 2007-06
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-10.5% · 5d -7.9%77%13 0.47✓ matches cascade
ETH ETHSHORT-10.9% · 5d -5.7%80%15 0.45✓ matches cascade
Bitcoin BTCSHORT-7.9% · 5d -4.5%71%21 0.35✓ matches cascade
AUD AUDSHORT-1.0% · 5d -0.3%65%37 0.29✓ matches cascade
High-yield credit HYGSHORT-0.5% · 5d -0.0%68%37 0.28✓ matches cascade
MSTR MSTRSHORT-5.2% · 5d -2.9%66%38 0.26✓ matches cascade
NDX NDXSHORT-0.6% · 5d -1.3%59%39 0.15✓ matches cascade
US dollar DXYLONG+0.7% · 5d +0.4%57%40 0.11·
10y yield DGS10SHORT-2bp · 5d +0bp ↺ fades54%40 0.07·
Gold XAUSHORT-0.9% · 5d -0.7%52%38 0.04·
XLF XLFLONG+0.1% · 5d -0.6% ↺ fades51%38 0.01⚠ differs
SMH SMHLONG+0.9% · 5d -1.1% ↺ fades51%38 0.01⚠ differs
USDJPY USDJPYLONG+0.6% · 5d -0.0% ↺ fades51%38 0.01⚠ differs
Volatility VIXLONG+0.1% · 5d -0.5% ↺ fades46%39 0.00✓ 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.