What if Shrinking global labor force flips disinflation into wage inflation?
As the world's working-age population peaks and falls, labor scarcity replaces the China-driven labor glut, structurally lifting wages and embedding higher inflation into the long-run regime.
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. As the world's working-age population peaks and falls, labor scarcity replaces the China-driven labor glut, structurally lifting wages and embedding higher inflation into the long-run regime. The trigger decomposes into signed root‑shocks — Inflation expectations ▲ · Labor shortage ▲ · 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 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -0.8% hist -0.65–-0.18% · other way -0.56% (n=12) |
| 2 | Tech sector XLK 📈 chart | Equity | ▼ -0.8% hist -0.48–-0.28% · other way -0.33% (n=12) |
| 3 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.8% hist -3.3–+5.48% · other way +27.71% (n=12) |
| 4 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -0.6% hist -4.91–+1.58% · other way -8.46% (n=12) |
| 5 | 30y Treasury yield DGS30 📈 chart | Rate | ▲ +6bp hist -0.99–+10.98% · other way -0.3% (n=12) |
| 6 | 10y Treasury yield DGS10 📈 chart | Rate | ▲ +5bp hist -0.82–+9.11% · other way +3.3% (n=12) |
| 7 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -0.5% model prior · unmeasured |
| 8 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▼ -0.4% hist -4.15–+1.14% · other way +0.49% (n=12) |
| 9 | Gold XAUon Hyperliquid 📈 chart | Commodity | ▼ -0.4% hist -0.36–+0.21% · other way +0.34% (n=12) |
| 10 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -0.4% hist -0.34–+0.02% · other way +5.06% (n=12) |
| 11 | Homebuilders XHB 📈 chart | Equity | ▼ -0.4% hist -0.33–+0.05% · other way +0.53% (n=12) |
| 12 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -0.3% hist -0.87–+0.21% · other way +2.38% (n=12) |
| 13 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +0.3% hist -1.31–+3.82% · other way -3.9% (n=12) |
| 14 | Arm ARMon Hyperliquid 📈 chart | Equity | ▼ -0.3% hist -3.52–+0.68% · other way -8.23% (n=10) |
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 |
|---|---|---|---|---|---|---|
| ARM ARM | SHORT | -2.9% · 5d -4.5% | 69% | 29 | 0.30 | ✓ matches cascade |
| 30y yield DGS30 | LONG | +7bp · 5d +4bp | 60% | 40 | 0.20 | ✓ matches cascade |
| ETH ETH | SHORT | -3.6% · 5d -4.8% | 62% | 36 | 0.18 | ✓ matches cascade |
| NDX NDX | SHORT | -0.2% · 5d -0.9% | 60% | 36 | 0.14 | ✓ matches cascade |
| Volatility VIX | LONG | +3.4% · 5d +6.5% | 57% | 36 | 0.13 | ✓ matches cascade |
| 10y yield DGS10 | LONG | +6bp · 5d +4bp | 56% | 40 | 0.12 | ✓ matches cascade |
| SOL SOL | SHORT | -4.3% · 5d -6.8% | 58% | 35 | 0.11 | ✓ matches cascade |
| HOOD HOOD | LONG | +5.5% · 5d +0.1% | 55% | 35 | 0.09 | ⚠ differs |
| Gold XAU | LONG | +0.4% · 5d -0.8% ↺ fades | 55% | 36 | 0.08 | ⚠ differs |
| XLK XLK | LONG | +0.0% · 5d -0.7% ↺ fades | 42% | 36 | 0.00 | ⚠ differs |
| MSTR MSTR | LONG | +5.9% · 5d -1.3% ↺ fades | 47% | 36 | 0.00 | ⚠ differs |
| Bitcoin BTC | LONG | +0.2% · 5d -3.1% ↺ fades | 50% | 36 | 0.00 | ⚠ differs |
| XHB XHB | LONG | +0.2% · 5d -1.0% ↺ fades | 45% | 36 | 0.00 | ⚠ differs |
| SPX SPX | SHORT | -0.7% · 5d -0.9% | 40% | 40 | 0.00 | ✓ matches cascade |