📈 Markets & Finance risk-off · 1–3 years
A what‑if from the future

What if repeated cat-bond losses prompt pension funds to withdraw from ILS markets?

A multi-year run of cat-bond and collateralized-reinsurance losses prompts pension and hedge-fund ILS investors to withdraw, shrinking alternative reinsurance capital the FSB tracks as a transfer channel.

10%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 10% · 90% range 3–18% · 40 analogues · measured class agriculture 100% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — agriculture ≈1.9132/yr → 100% in 3 yr100%
Analyst prior · editorial share 10% of the class10%
Pooled · weight 87%11%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)11%
Published10%

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 multi-year run of cat-bond and collateralized-reinsurance losses prompts pension and hedge-fund ILS investors to withdraw, shrinking alternative reinsurance capital the FSB tracks as a transfer channel. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · Credit spreads ▲ · Financial conditions ▲ · 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▼ -1.1%
hist -4.89–+1.21% · other way +27.34% (n=11)
2Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.9%
hist -4.0–+1.93% · other way -3.19% (n=9)
3High-yield credit HYG 📈 chartRate▼ -0.7%
hist -0.8–-0.06% · other way -0.33% (n=11)
4Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -2.53–+1.57% · other way +4.1% (n=9)
5Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -0.58–-0.25% · other way +6.08% (n=9)
6Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.7%
hist -2.65–+8.21% · other way -6.09% (n=11)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.7%
model prior · unmeasured
8Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.6%
hist -0.48–-0.17% · other way +0.29% (n=11)
9Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -0.3–+1.48% · other way -4.35% (n=11)
10Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -0.29–+0.56% · other way -2.96% (n=11)
11Financials XLF 📈 chartEquity▼ -0.5%
hist -1.02–+0.12% · other way -0.05% (n=11)
12S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.5%
hist -0.54–-0.04% · other way -1.07% (n=12)
13Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.61–+1.38% · other way +2.85% (n=11)
14Coinbase COINon Hyperliquid 📈 chartEquity▼ -0.4%
hist -6.44–+5.41% · other way +26.15% (n=9)

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 -0.7% · Financials -0.5% · JPMorgan -0.4% · Tech sector -0.4%

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.

Chernobyl disaster 1986-04 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Kaisa Group offshore default 2021-12 Gold closes above $2,000/oz for the first time 2020-08 IPBES warns ~1 million species face extinction 2019-05 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Gold futures velocity-logic flash crash 2014-01 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Gold all-time peak of $1,921/oz 2011-09 Portugal requests EU-IMF bailout 2011-04 Egyptian revolution / Mubarak uprising 2011-01 Greece first EU/IMF bailout 2010-05 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 2008 global rice / food price crisis peak 2008-04 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 Northern Rock bank run 2007-09 American Home Mortgage bankruptcy 2007-08 Bear Stearns freezes redemptions on subprime hedge funds 2007-06 New Century Financial bankruptcy 2007-04 Turkey lets the lira float 2001-02 Mexico $50bn international rescue package 1995-01 Soviet August coup attempt against Gorbachev 1991-08 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10 Penn Square Bank failure 1982-07 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
JPM JPMSHORT-1.3% · 5d -1.8%69%38 0.32✓ matches cascade
SOL SOLSHORT-3.5% · 5d -8.4%71%7 0.30✓ matches cascade
Bitcoin BTCSHORT-0.1% · 5d -0.2%64%11 0.25✓ matches cascade
SMH SMHLONG+1.4% · 5d -1.0% ↺ fades62%32 0.21⚠ differs
High-yield credit HYGSHORT-0.4% · 5d -0.0%60%30 0.16✓ matches cascade
Volatility VIXLONG+7.3% · 5d +2.3%59%34 0.16✓ matches cascade
XLF XLFSHORT-0.7% · 5d -1.0%59%32 0.16✓ matches cascade
MSTR MSTRSHORT-4.0% · 5d -3.0%59%32 0.14✓ matches cascade
MU MULONG+0.7% · 5d -2.5% ↺ fades55%36 0.09⚠ differs
AVGO AVGOLONG+2.1% · 5d -1.3% ↺ fades55%22 0.08⚠ differs
10y yield DGS10SHORT-11bp · 5d -5bp54%40 0.08·
WHEAT WHEATLONG+1.1% · 5d -1.4% ↺ fades53%32 0.06✓ matches cascade
XLK XLKLONG+0.6% · 5d -0.7% ↺ fades53%32 0.05⚠ differs
NVDA NVDALONG+2.1% · 5d -3.5% ↺ fades53%32 0.05⚠ 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.