What if AI-capex labor multiplier juices construction and trades employment?
The datacenter and chip-fab build wave creates a near-term construction and skilled-trades hiring boom, supporting blue-collar employment and wages even as office automation displaces white-collar roles.
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 6–18 months 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. The datacenter and chip-fab build wave creates a near-term construction and skilled-trades hiring boom, supporting blue-collar employment and wages even as office automation displaces white-collar roles. The trigger decomposes into signed root‑shocks — AI capex ▲ · Industrial demand ▲ · Labor shortage ▲ · 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 | Nvidia NVDAon Hyperliquid 📈 chart | Equity | ▲ +0.8% hist -1.62–+3.8% · other way -3.02% (n=12) |
| 2 | Broadcom AVGOon Hyperliquid 📈 chart | Equity | ▲ +0.7% hist -1.34–+3.76% · other way -0.92% (n=12) |
| 3 | Micron MUon Hyperliquid 📈 chart | Equity | ▲ +0.6% hist -4.81–+2.54% · other way -3.34% (n=12) |
| 4 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▲ +0.5% hist -0.87–+1.98% · other way -1.51% (n=12) |
| 5 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▲ +0.5% hist -18.27–+6.29% · other way -12.64% (n=12) |
| 6 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▲ +0.4% model prior · unmeasured |
| 7 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▲ +0.4% hist -6.76–+11.61% · other way +5.98% (n=12) |
| 8 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▲ +0.4% hist -0.17–+0.55% · other way -7.98% (n=12) |
| 9 | Freeport (copper) FCX 📈 chart | Equity | ▲ +0.3% hist -0.4–+0.67% · other way -2.19% (n=12) |
| 10 | AMD AMDon Hyperliquid 📈 chart | Equity | ▲ +0.3% hist -1.77–+0.84% · other way +1.17% (n=12) |
| 11 | TSMC TSMon Hyperliquid 📈 chart | Equity | ▲ +0.3% hist -1.2–+2.4% · other way -1.87% (n=12) |
| 12 | Marvell MRVLon Hyperliquid 📈 chart | Equity | ▲ +0.3% hist -0.35–+0.48% · other way +1.43% (n=12) |
| 13 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▼ -0.3% hist -3.53–+1.73% · other way +2.28% (n=12) |
| 14 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▲ +0.2% hist -0.09–+0.34% · other way -0.78% (n=12) |
Probable recommendation
Historical precedent — what analogous events actually did
Across 20 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 | -16.9% · 5d -10.9% | 90% | 10 | 0.56 | ⚠ differs |
| AVGO AVGO | LONG | +3.3% · 5d +3.0% | 70% | 13 | 0.38 | ✓ matches cascade |
| 10y yield DGS10 | LONG | +13bp · 5d +3bp | 67% | 20 | 0.32 | · |
| AMD AMD | SHORT | -1.8% · 5d -0.0% | 70% | 16 | 0.29 | ⚠ differs |
| MU MU | SHORT | -5.0% · 5d -0.3% | 68% | 15 | 0.26 | ⚠ differs |
| QCOM QCOM | SHORT | -2.1% · 5d -1.6% | 69% | 14 | 0.26 | ⚠ differs |
| High-yield credit HYG | SHORT | -0.6% · 5d -0.2% | 66% | 14 | 0.21 | · |
| MRVL MRVL | SHORT | -0.6% · 5d +1.4% ↺ fades | 62% | 14 | 0.18 | ⚠ differs |
| XLK XLK | SHORT | -0.2% · 5d -0.1% | 62% | 14 | 0.17 | ⚠ differs |
| MSTR MSTR | LONG | +11.6% · 5d -0.6% ↺ fades | 59% | 14 | 0.16 | ✓ matches cascade |
| ETH ETH | SHORT | -0.4% · 5d -3.6% | 62% | 10 | 0.16 | ⚠ differs |
| Volatility VIX | SHORT | -3.4% · 5d -5.4% | 61% | 15 | 0.16 | ✓ matches cascade |
| US dollar DXY | SHORT | -0.2% · 5d -0.1% | 60% | 20 | 0.16 | · |
| TSM TSM | LONG | +2.2% · 5d -0.6% ↺ fades | 59% | 14 | 0.14 | ✓ matches cascade |