What if grid expansion, electrification and AI data centres drive copper demand above supply capacity?
Combined power-grid expansion, electrification and AI-data-centre build-out drive copper demand above supply capacity, spiking prices and contributing to capex-cost inflation, an IEA/NGFS demand scenario.
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 1–3 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. Combined power-grid expansion, electrification and AI-data-centre build-out drive copper demand above supply capacity, spiking prices and contributing to capex-cost inflation, an IEA/NGFS demand scenario. The trigger decomposes into signed root‑shocks — Copper ▲ · AI capex ▲ · Industrial demand ▲ · Inflation surprise ▲ — 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 | Freeport (copper) FCX 📈 chart | Equity | ▲ +1.0% hist -4.19–+0.99% · other way +0.09% (n=12) |
| 2 | Copper XCUon Hyperliquid 📈 chart | Commodity | ▲ +0.8% hist -0.8–+0.65% · other way -2.25% (n=12) |
| 3 | Nvidia NVDAon Hyperliquid 📈 chart | Equity | ▲ +0.6% hist -0.69–+2.15% · other way +0.59% (n=12) |
| 4 | Broadcom AVGOon Hyperliquid 📈 chart | Equity | ▲ +0.4% hist -0.66–+1.89% · other way -0.14% (n=11) |
| 5 | Micron MUon Hyperliquid 📈 chart | Equity | ▲ +0.4% hist -1.1–+0.83% · other way +2.49% (n=12) |
| 6 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▲ +0.3% hist -0.31–+1.12% · other way -0.82% (n=12) |
| 7 | AMD AMDon Hyperliquid 📈 chart | Equity | ▲ +0.2% hist -0.38–+0.25% · other way -1.12% (n=12) |
| 8 | TSMC TSMon Hyperliquid 📈 chart | Equity | ▲ +0.2% hist -0.5–+1.25% · other way -0.63% (n=12) |
| 9 | Marvell MRVLon Hyperliquid 📈 chart | Equity | ▲ +0.2% hist -1.67–+0.65% · other way +1.53% (n=12) |
| 10 | Platinum XPTon Hyperliquid 📈 chart | Commodity | ▲ +0.1% hist -3.24–+0.96% · other way +1.54% (n=12) |
| 11 | Palladium XPDon Hyperliquid 📈 chart | Commodity | ▲ +0.1% hist -2.37–+0.96% · other way -2.54% (n=12) |
| 12 | ASML ASMLon Hyperliquid 📈 chart | Equity | ▲ +0.2% hist -1.27–+0.56% · other way -4.73% (n=12) |
| 13 | 30y Treasury yield DGS30 📈 chart | Rate | ▲ +2bp hist -2.75–+7.75% · other way +1.8% (n=12) |
| 14 | Gold XAUon Hyperliquid 📈 chart | Commodity | ▼ -0.1% hist -0.28–+0.46% · other way +0.89% (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 |
|---|---|---|---|---|---|---|
| FCX FCX | SHORT | -3.8% · 5d -2.1% | 72% | 35 | 0.37 | ⚠ differs |
| XPT XPT | SHORT | -2.9% · 5d -0.8% | 64% | 35 | 0.27 | ⚠ differs |
| XCU XCU | SHORT | -1.1% · 5d -0.4% | 61% | 35 | 0.20 | ⚠ differs |
| MRVL MRVL | SHORT | -1.6% · 5d -1.6% | 61% | 35 | 0.18 | ⚠ differs |
| XPD XPD | SHORT | -2.3% · 5d -1.4% | 58% | 35 | 0.15 | ⚠ differs |
| Volatility VIX | LONG | +5.1% · 5d -0.8% ↺ fades | 58% | 35 | 0.14 | · |
| ASML ASML | SHORT | -1.3% · 5d -2.6% | 58% | 35 | 0.13 | ⚠ differs |
| AMD AMD | SHORT | -0.5% · 5d -1.9% | 58% | 36 | 0.12 | ⚠ differs |
| SMH SMH | LONG | +0.9% · 5d -0.7% ↺ fades | 56% | 35 | 0.11 | ✓ matches cascade |
| Gold XAU | LONG | +0.5% · 5d -0.3% ↺ fades | 56% | 35 | 0.10 | ⚠ differs |
| US dollar DXY | SHORT | -0.1% · 5d +0.1% ↺ fades | 54% | 40 | 0.07 | · |
| NVDA NVDA | LONG | +1.8% · 5d -2.6% ↺ fades | 50% | 35 | 0.00 | ✓ matches cascade |
| AVGO AVGO | LONG | +1.6% · 5d -2.0% ↺ fades | 50% | 34 | 0.00 | ✓ matches cascade |
| MU MU | SHORT | -1.3% · 5d -1.9% | 50% | 35 | 0.00 | ⚠ differs |