What if an anti-robot labour backlash disrupts major industries?
A neo-Luddite backlash is a risk-off automation-disruption event: high-beta tech and crypto majors sell, consumer-credit spreads widen on displacement stress, and the disinflation thesis stalls. No clean modern analogue; the closest sentiment rhyme is the July-2024 megacap AI-capex doubt selloff when automation enthusiasm briefly reversed. Forward angle: strikes that physically halt robot lines are a supply shock too, so the cleanest expression is short the disrupted operators, not a broad index — the cascade's crypto-beta leg is noise relative to the labor-action core.
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 risk-off shock. Strikes and a neo-Luddite backlash against robot labor disrupt major industries. The trigger decomposes into signed root‑shocks — Job displacement ▲ · 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 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -0.5% hist -11.57–+0.83% · other way -1.54% (n=12) |
| 2 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -0.5% hist -0.32–-0.19% · other way -0.13% (n=12) |
| 3 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.5% hist -5.39–+12.43% · other way +21.92% (n=12) |
| 4 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -0.4% model prior · unmeasured |
| 5 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▼ -0.4% hist -6.79–+1.95% · other way +2.81% (n=12) |
| 6 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -0.3% hist -0.24–+1.73% · other way +0.47% (n=12) |
| 7 | Tech sector XLK 📈 chart | Equity | ▼ -0.3% hist -0.27–+0.06% · other way +0.04% (n=12) |
| 8 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -0.3% hist -1.09–+0.29% · other way +4.82% (n=12) |
| 9 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +0.2% hist -0.67–+2.09% · other way +2.3% (n=12) |
| 10 | High-yield credit HYG 📈 chart | Rate | ▼ -0.2% hist -0.36–+0.01% · other way -0.38% (n=12) |
| 11 | Coinbase COINon Hyperliquid 📈 chart | Equity | ▼ -0.2% hist -2.2–+4.06% · other way +16.32% (n=12) |
| 12 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▼ -0.2% hist -0.53–+0.93% · other way +1.8% (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 |
|---|---|---|---|---|---|---|
| SPX SPX | LONG | +1.4% · 5d +0.1% | 77% | 40 | 0.47 | ⚠ differs |
| SOL SOL | SHORT | -9.0% · 5d -7.0% | 79% | 40 | 0.45 | ✓ matches cascade |
| US dollar DXY | SHORT | -0.6% · 5d -0.1% | 65% | 40 | 0.26 | · |
| Gold XAU | LONG | +1.4% · 5d -0.0% ↺ fades | 65% | 40 | 0.24 | · |
| ETH ETH | SHORT | -6.0% · 5d -4.7% | 63% | 40 | 0.20 | ✓ matches cascade |
| High-yield credit HYG | SHORT | -0.2% · 5d +0.1% ↺ fades | 60% | 40 | 0.16 | ✓ matches cascade |
| Volatility VIX | LONG | +1.8% · 5d -0.7% ↺ fades | 58% | 40 | 0.13 | ✓ matches cascade |
| MSTR MSTR | LONG | +12.1% · 5d +0.3% | 56% | 40 | 0.11 | ⚠ differs |
| Bitcoin BTC | SHORT | -0.9% · 5d -2.1% | 56% | 40 | 0.09 | ✓ matches cascade |
| 10y yield DGS10 | LONG | +2bp · 5d +1bp | 56% | 40 | 0.09 | · |
| SMH SMH | LONG | +1.0% · 5d +0.2% | 53% | 40 | 0.06 | ⚠ differs |
| NDX NDX | LONG | +0.0% · 5d -0.6% ↺ fades | 44% | 40 | 0.00 | ⚠ differs |
| XLK XLK | LONG | +0.2% · 5d -0.3% ↺ fades | 44% | 40 | 0.00 | ⚠ differs |
| COIN COIN | LONG | +4.1% · 5d +1.1% | 44% | 40 | 0.00 | ⚠ differs |
Why this probability
Labor backlash plausible as deployment grows but industry-disrupting strikes still nascent. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.