What if Italian PAYG indexation collides with a falling contributor base?
Inflation-linked pension indexation raises Italy's outlays while a shrinking workforce shrinks contributions, a demographic scissors that markets price as widening peripheral spreads.
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 risk-off shock. Inflation-linked pension indexation raises Italy's outlays while a shrinking workforce shrinks contributions, a demographic scissors that markets price as widening peripheral spreads. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Inflation expectations ▲ · 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.
| Market | Class | Projected move | |
|---|---|---|---|
| 1 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.7% hist -5.25–+1.18% · other way +31.87% (n=12) |
| 2 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -0.6% hist -7.69–+5.55% · other way -2.3% (n=11) |
| 3 | High-yield credit HYG 📈 chart | Rate | ▼ -0.5% hist -0.61–-0.02% · other way -0.23% (n=12) |
| 4 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -0.5% model prior · unmeasured |
| 5 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +0.4% hist -1.62–+3.78% · other way -7.61% (n=12) |
| 6 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -0.4% hist -0.53–-0.03% · other way -0.08% (n=12) |
| 7 | Financials XLF 📈 chart | Equity | ▼ -0.4% hist -0.69–+0.06% · other way -0.02% (n=12) |
| 8 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▼ -0.4% hist -3.0–+2.08% · other way +4.16% (n=11) |
| 9 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -0.4% hist -2.71–+1.76% · other way +7.7% (n=11) |
| 10 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -0.3% hist -1.92–+0.69% · other way +0.73% (n=12) |
| 11 | JPMorgan JPM 📈 chart | Equity | ▼ -0.3% hist -0.56–+0.05% · other way +0.83% (n=12) |
| 12 | Coinbase COINon Hyperliquid 📈 chart | Equity | ▼ -0.3% hist -3.29–+3.67% · other way +24.19% (n=11) |
| 13 | Tech sector XLK 📈 chart | Equity | ▼ -0.2% hist -0.43–+0.62% · other way +0.02% (n=12) |
Probable recommendation
Historical precedent — what analogous events actually did
Across 36 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 |
|---|---|---|---|---|---|---|
| JPM JPM | SHORT | -0.4% · 5d -1.4% | 65% | 31 | 0.25 | ✓ matches cascade |
| COIN COIN | LONG | +4.2% · 5d +7.2% | 67% | 6 | 0.25 | ⚠ differs |
| MSTR MSTR | SHORT | -4.4% · 5d -3.4% | 65% | 26 | 0.23 | ✓ matches cascade |
| SOL SOL | SHORT | -7.7% · 5d -9.8% | 67% | 6 | 0.22 | ✓ matches cascade |
| High-yield credit HYG | SHORT | -0.3% · 5d +0.1% ↺ fades | 61% | 23 | 0.18 | ✓ matches cascade |
| 10y yield DGS10 | SHORT | -9bp · 5d -4bp | 59% | 36 | 0.17 | · |
| Gold XAU | SHORT | -0.6% · 5d -0.3% | 58% | 26 | 0.14 | · |
| ETH ETH | SHORT | -2.8% · 5d -2.4% | 57% | 7 | 0.09 | ✓ matches cascade |
| Bitcoin BTC | SHORT | -2.5% · 5d -3.4% | 56% | 9 | 0.09 | ✓ matches cascade |
| US dollar DXY | LONG | +0.6% · 5d +0.3% | 55% | 36 | 0.08 | · |
| XLF XLF | SHORT | -0.4% · 5d -1.3% | 54% | 26 | 0.07 | ✓ matches cascade |
| SPX SPX | SHORT | -1.7% · 5d -0.6% | 53% | 36 | 0.07 | ✓ matches cascade |
| XLK XLK | LONG | +0.7% · 5d -0.6% ↺ fades | 54% | 26 | 0.06 | ⚠ differs |
| Volatility VIX | LONG | +3.5% · 5d +6.4% | 50% | 28 | 0.00 | ✓ matches cascade |