What if China races to automate before its workforce shrinks too far?
China front-loads massive automation investment to offset its demographic cliff, lifting manufacturing productivity and partly defending its growth and export competitiveness.
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-on shock. China front-loads massive automation investment to offset its demographic cliff, lifting manufacturing productivity and partly defending its growth and export competitiveness. The trigger decomposes into signed root‑shocks — China growth ▲ · Global growth ▲ · Risk appetite ▲ · Robotics productivity ▲ — 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 | Nvidia NVDAon Hyperliquid 📈 chart | Equity | ▲ +0.9% hist -3.68–+6.19% · other way -3.63% (n=12) |
| 2 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▲ +0.8% hist +0.29–+1.04% · other way -0.53% (n=12) |
| 3 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▲ +0.7% hist -0.37–+1.5% · other way -0.59% (n=12) |
| 4 | Tech sector XLK 📈 chart | Equity | ▲ +0.6% hist +0.16–+0.81% · other way -0.36% (n=12) |
| 5 | AMD AMDon Hyperliquid 📈 chart | Equity | ▲ +0.4% hist -3.84–+2.73% · other way -2.7% (n=12) |
| 6 | Broadcom AVGOon Hyperliquid 📈 chart | Equity | ▲ +0.4% hist -1.48–+4.06% · other way +2.32% (n=12) |
| 7 | Micron MUon Hyperliquid 📈 chart | Equity | ▲ +0.4% hist -7.85–+5.11% · other way -4.93% (n=12) |
| 8 | TSMC TSMon Hyperliquid 📈 chart | Equity | ▲ +0.4% hist -0.02–+0.69% · other way +1.17% (n=12) |
| 9 | Marvell MRVLon Hyperliquid 📈 chart | Equity | ▲ +0.4% hist -2.96–+1.87% · other way -1.61% (n=12) |
| 10 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▲ +0.3% hist -25.41–+7.97% · other way -13.62% (n=11) |
| 11 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▲ +0.3% hist -1.08–+3.12% · other way -0.23% (n=12) |
| 12 | ASML ASMLon Hyperliquid 📈 chart | Equity | ▲ +0.3% hist -3.37–+2.39% · other way -3.44% (n=12) |
| 13 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▲ +0.3% model prior · unmeasured |
| 14 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▲ +0.3% hist -5.54–+13.46% · other way +0.99% (n=12) |
Probable recommendation
Historical precedent — what analogous events actually did
Across 8 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 | -23.1% · 5d -12.6% | 100% | 7 | 0.72 | ⚠ differs |
| SPX SPX | LONG | +2.8% · 5d +1.5% | 88% | 8 | 0.65 | ✓ matches cascade |
| AVGO AVGO | LONG | +3.6% · 5d +0.9% | 88% | 8 | 0.60 | ✓ matches cascade |
| MSTR MSTR | LONG | +12.7% · 5d +0.8% | 88% | 8 | 0.60 | ✓ matches cascade |
| MRVL MRVL | SHORT | -3.2% · 5d +1.5% ↺ fades | 82% | 8 | 0.46 | ⚠ differs |
| MU MU | SHORT | -8.3% · 5d -2.2% | 76% | 8 | 0.40 | ⚠ differs |
| QCOM QCOM | SHORT | -3.5% · 5d -0.4% | 82% | 8 | 0.38 | ⚠ differs |
| AMD AMD | SHORT | -4.2% · 5d +1.0% ↺ fades | 76% | 8 | 0.36 | ⚠ differs |
| ASML ASML | SHORT | -3.7% · 5d -0.2% | 76% | 8 | 0.36 | ⚠ differs |
| US dollar DXY | SHORT | -1.0% · 5d -0.6% | 76% | 8 | 0.36 | · |
| High-yield credit HYG | SHORT | -0.8% · 5d -0.2% | 76% | 8 | 0.34 | · |
| 10y yield DGS10 | LONG | +7bp · 5d -5bp ↺ fades | 76% | 8 | 0.32 | · |
| NVDA NVDA | LONG | +5.8% · 5d +2.9% | 65% | 8 | 0.23 | ✓ matches cascade |
| Volatility VIX | SHORT | -5.1% · 5d -8.8% | 65% | 8 | 0.21 | · |