Central Banks & Macro risk-off · 3–10 years
A what‑if from the future

What if Italy's pension bill above 16% of GDP reignites BTP-Bund stress?

Italy's pay-as-you-go pension spending tops 16% of GDP as boomers retire into a shrinking workforce, reviving debt-sustainability doubts and widening the BTP-Bund spread.

28%
our model probability
over 3–10 years
prediction markets — the market's odds
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Anchored to measured history 28% · 90% range 15–41% · 26 dated precedents behind it — a wider range means thinner evidence

Every number ships with its receipt — the odds, the range, the precedents, and a public grade at Reality Check. The statistical machinery that produces it is proprietary.

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 (electric blue) over time vs the market's (Polymarket, amber), 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. Loading the probability audit trail…

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What it would mean

If this plays out, it is a risk-off shock. Italy's pay-as-you-go pension spending tops 16% of GDP as boomers retire into a shrinking workforce, reviving debt-sustainability doubts and widening the BTP-Bund spread. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Yield-curve slope ▲ · Recession signal ▲ · Risk appetite ▼ — which propagate through our causal graph to the markets below.

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Market odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-08-13.