What if Pension dis-saving thins demand for ultra-long government bonds?
As pension systems mature and decumulate, natural demand for 30y+ paper fades, steepening the very long end and raising governments' cost of terming-out debt.
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. As pension systems mature and decumulate, natural demand for 30y+ paper fades, steepening the very long end and raising governments' cost of terming-out debt. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Yield-curve slope ▲ · Real yields ▲ · 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 | ▼ -0.4% hist -4.42–+1.07% · other way +27.47% (n=12) |
| 2 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -0.3% hist -0.74–+0.16% · other way +0.06% (n=12) |
| 3 | Tech sector XLK 📈 chart | Equity | ▼ -0.3% hist -0.27–+0.12% · other way +0.09% (n=12) |
| 4 | 30y Treasury yield DGS30 📈 chart | Rate | ▲ +2bp hist -9.48–+4.47% · other way +8.8% (n=12) |
| 5 | Gold XAUon Hyperliquid 📈 chart | Commodity | ▼ -0.2% hist -0.31–+0.69% · other way +0.37% (n=12) |
| 6 | 10y Treasury yield DGS10 📈 chart | Rate | ▲ +2bp hist -10.67–+6.15% · other way +9.1% (n=12) |
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 |
|---|---|---|---|---|---|---|
| High-yield credit HYG | SHORT | -0.3% · 5d +0.0% ↺ fades | 66% | 35 | 0.26 | · |
| MSTR MSTR | SHORT | -3.8% · 5d -3.3% | 65% | 37 | 0.25 | ✓ matches cascade |
| Gold XAU | LONG | +0.7% · 5d +0.2% | 61% | 37 | 0.20 | ⚠ differs |
| 30y yield DGS30 | SHORT | -10bp · 5d -3bp | 59% | 40 | 0.16 | ⚠ differs |
| Bitcoin BTC | SHORT | -3.6% · 5d -2.1% | 60% | 21 | 0.15 | · |
| NDX NDX | SHORT | -0.6% · 5d -1.7% | 54% | 39 | 0.07 | ✓ matches cascade |
| 10y yield DGS10 | SHORT | -11bp · 5d -4bp | 52% | 40 | 0.04 | ⚠ differs |
| XLK XLK | LONG | +0.2% · 5d -0.7% ↺ fades | 47% | 37 | 0.00 | ⚠ differs |
| Volatility VIX | LONG | +3.8% · 5d +1.2% | 49% | 38 | 0.00 | · |
| US dollar DXY | LONG | +0.2% · 5d +0.1% | 49% | 40 | 0.00 | · |