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

What if weak spending accelerates retail and mall delinquencies on top of office stress?

Weak consumer spending accelerates retail-property and mall delinquencies, compounding office stress and widening losses across the CRE lending complex.

7%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 7% · 90% range 0–15% · 26 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 6% of the class6%
Pooled · weight 81%7%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)7%
Published7%

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. Weak consumer spending accelerates retail-property and mall delinquencies, compounding office stress and widening losses across the CRE lending complex. The trigger decomposes into signed root‑shocks — Consumer spending ▼ · Credit spreads ▲ · Recession signal ▲ — 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
1High-yield credit HYG 📈 chartRate▼ -0.6%
hist -0.91–+0.01% · other way -0.16% (n=12)
2Financials XLF 📈 chartEquity▼ -0.5%
hist -1.12–+0.16% · other way -0.09% (n=12)
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.5%
hist -5.14–+1.34% · other way +26.61% (n=12)
4Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.4%
hist -1.72–+3.91% · other way -3.49% (n=12)
5Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -6.22–+5.12% · other way +6.05% (n=11)
6JPMorgan JPM 📈 chartEquity▼ -0.3%
hist -0.61–+0.03% · other way +1.78% (n=12)
7S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.97–+0.3% · other way -0.44% (n=12)
8Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.44–+0.03% · other way +0.35% (n=12)
9Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -18.05–+9.15% · other way -1.04% (n=11)
10Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.2%
model prior · unmeasured
11Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -6.42–+5.51% · other way +4.87% (n=11)
12Coinbase COINon Hyperliquid 📈 chartEquity▼ -0.2%
hist -3.32–+2.93% · other way +21.75% (n=11)
13Tech sector XLK 📈 chartEquity▼ -0.2%
hist -0.36–+0.6% · other way +0.36% (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 -0.6% · Financials -0.5% · JPMorgan -0.3% · Tech sector -0.2%

Historical precedent — what analogous events actually did

Across 26 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.

Greece first EU/IMF bailout 2010-05 Northern Rock bank run 2007-09 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 China-led global 'Black Monday' rout 2015-08 HYG record outflows in 2014 high-yield rout 2014-10 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 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 New Century Financial bankruptcy 2007-04 HSBC subprime profit warning 2007-02 Turkey lets the lira float 2001-02 Mexico $50bn international rescue package 1995-01 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10 Penn Square Bank failure 1982-07 1976 UK sterling crisis / IMF bailout 1976-09
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-17.7% · 5d -13.9%100%3 0.59✓ matches cascade
High-yield credit HYGSHORT-0.6% · 5d -0.1%68%19 0.31✓ matches cascade
JPM JPMSHORT-0.4% · 5d -1.9%68%25 0.31✓ matches cascade
MSTR MSTRSHORT-4.4% · 5d -3.6%64%22 0.21✓ matches cascade
ETH ETHSHORT-6.7% · 5d -1.9%67%3 0.18✓ matches cascade
XLF XLFSHORT-0.8% · 5d -1.5%59%22 0.16✓ matches cascade
Bitcoin BTCSHORT-6.4% · 5d -1.7%60%5 0.16✓ matches cascade
10y yield DGS10SHORT-15bp · 5d -7bp58%26 0.14·
XLK XLKLONG+0.7% · 5d -0.6% ↺ fades55%22 0.07⚠ differs
US dollar DXYLONG+0.5% · 5d +0.2%54%26 0.06·
Volatility VIXLONG+3.6% · 5d +1.4%48%23 0.00✓ matches cascade
SPX SPXSHORT-0.8% · 5d -0.0%46%26 0.00✓ matches cascade
NDX NDXSHORT-0.3% · 5d -1.8%42%24 0.00✓ matches cascade
COIN COINSHORT-3.2% · 5d +10.6% ↺ fades33%3 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.