What if Sovereign-debt supercycle peaks, austerity politics return to DM?
After a decade of deficits, DM electorates swing toward fiscal hawks; a synchronized austerity turn slows growth near-term but lowers long-run sovereign risk premia.
how we built this number — every step
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.
What it would mean
If this plays out, it is a mixed shock. After a decade of deficits, DM electorates swing toward fiscal hawks; a synchronized austerity turn slows growth near-term but lowers long-run sovereign risk premia. The trigger decomposes into signed root‑shocks — Credit spreads ▼ · Global growth ▼ · Real yields ▼ · 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.
| Market | Class | Projected move | |
|---|---|---|---|
| 1 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -0.3% hist -4.97–+1.09% |
| 2 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -0.2% model prior · unmeasured |
| 3 | 30y Treasury yield DGS30 📈 chart | Rate | ▼ -2bp hist -2.42–+5.99% |
| 4 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▼ -0.2% hist -4.99–+1.48% |
| 5 | Gold XAUon Hyperliquid 📈 chart | Commodity | ▲ +0.2% hist -0.04–+0.34% |
| 6 | 10y Treasury yield DGS10 📈 chart | Rate | ▼ -2bp hist -2.56–+5.78% |
Probable recommendation
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.
| Asset | History says | Abnormal (20d · 5d) | Hit | n | Confidence | vs cascade |
|---|---|---|---|---|---|---|
| SOL SOL | SHORT | -4.2% · 5d -6.2% | 69% | 34 | 0.25 | ✓ matches cascade |
| 30y yield DGS30 | LONG | +6bp · 5d +4bp | 65% | 39 | 0.25 | ⚠ differs |
| 10y yield DGS10 | LONG | +6bp · 5d +5bp | 63% | 39 | 0.21 | ⚠ differs |
| ETH ETH | SHORT | -4.4% · 5d -5.9% | 63% | 34 | 0.19 | ✓ matches cascade |
| High-yield credit HYG | SHORT | -0.1% · 5d +0.1% ↺ fades | 59% | 37 | 0.13 | · |
| Bitcoin BTC | SHORT | -0.2% · 5d -2.7% | 56% | 35 | 0.08 | · |
| Gold XAU | LONG | +0.2% · 5d -0.9% ↺ fades | 54% | 38 | 0.06 | ✓ matches cascade |
| Volatility VIX | LONG | +0.6% · 5d -0.9% ↺ fades | 53% | 39 | 0.06 | · |
| US dollar DXY | LONG | +0.1% · 5d +0.2% | 49% | 39 | 0.00 | · |