What if stolen smallpox samples trigger a global biosecurity emergency?
Confirmed theft of variola smallpox samples is a genuine biosecurity tail — vol explodes, mobility-sensitive crude sells off, gold and Treasuries bid, and vaccine/biodefense names (Emergent, SIGA, Bavarian Nordic) spike on a stockpiling rush. Rhymes with the Omicron Black-Friday 2021 gap and the 2001 anthrax-letter biodefense bid. The pandemic-scaled risk-off cascade is appropriately sized here; roots are sound.
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 Tail risk 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. Confirmed theft of variola smallpox samples from a secure lab triggers global biosecurity emergency and vaccine-stockpiling rush. The trigger decomposes into signed root‑shocks — Geopolitical risk ▲ · Pandemic shock ▲ · 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 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +8.3% hist -3.01–+21.4% · other way +1.84% (n=12) |
| 2 | Gold XAUon Hyperliquid 📈 chart | Commodity | ▲ +3.9% hist +0.66–+3.5% · other way +1.26% (n=12) |
| 3 | WTI crude CLon Hyperliquid 📈 chart | Commodity | ▼ -4.0% hist -14.62–-0.16% · other way +4.13% (n=12) |
| 4 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -2.8% hist -1.91–-0.5% · other way +0.19% (n=12) |
| 5 | Energy sector XLEon Hyperliquid 📈 chart | Equity | ▼ -2.8% hist -6.63–+0.05% · other way -1.44% (n=12) |
| 6 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -2.0% hist -1.7–-0.55% · other way +1.11% (n=12) |
| 7 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -1.9% hist -2.04–-0.89% · other way +1.96% (n=12) |
| 8 | United Airlines UAL 📈 chart | Equity | ▲ +2.4% hist -0.85–+1.48% · other way -2.44% (n=12) |
| 9 | ExxonMobil XOM 📈 chart | Equity | ▼ -2.0% hist -3.73–+0.33% · other way -0.42% (n=12) |
| 10 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -1.6% model prior · unmeasured |
| 11 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -1.7% hist -2.15–+5.68% · other way +18.93% (n=12) |
| 12 | Chevron CVX 📈 chart | Equity | ▼ -1.8% hist -2.95–+0.11% · other way -1.27% (n=12) |
| 13 | Delta DAL 📈 chart | Equity | ▲ +2.0% hist -1.79–+1.86% · other way -1.89% (n=12) |
| 14 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▼ -1.4% hist -1.1–+0.51% · other way +1.42% (n=12) |
Probable recommendation
Why we may diverge from history
Trust history-long on DGS10/DGS30: a smallpox biosecurity panic is textbook flight-to-quality, the +12% realized across Ukraine/Iran shocks captures exactly this Treasury bid; cascade-short is wrong.
Historical precedent — what analogous events actually did
Across 31 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 |
|---|---|---|---|---|---|---|
| CL CL | SHORT | -10.3% · 5d -4.0% | 80% | 20 | 0.58 | ✓ matches cascade |
| XLE XLE | SHORT | -4.6% · 5d -1.9% | 76% | 20 | 0.49 | ✓ matches cascade |
| XLF XLF | SHORT | -1.5% · 5d -0.1% | 71% | 20 | 0.36 | ✓ matches cascade |
| RTX RTX | SHORT | -3.1% · 5d -1.7% | 67% | 27 | 0.33 | ⚠ differs |
| EURUSD EURUSD | LONG | +0.5% · 5d +0.3% | 67% | 19 | 0.28 | ✓ matches cascade |
| CVX CVX | SHORT | -1.9% · 5d -0.8% | 64% | 27 | 0.26 | ✓ matches cascade |
| 30y yield DGS30 | SHORT | -1bp · 5d +2bp ↺ fades | 64% | 27 | 0.26 | ✓ matches cascade |
| MSTR MSTR | LONG | +5.7% · 5d -2.5% ↺ fades | 66% | 20 | 0.25 | ⚠ differs |
| XLK XLK | LONG | +1.2% · 5d -0.1% ↺ fades | 66% | 20 | 0.25 | ⚠ differs |
| ETH ETH | SHORT | -6.8% · 5d -5.7% | 66% | 14 | 0.25 | ✓ matches cascade |
| KRW KRW | LONG | +0.5% · 5d -0.1% ↺ fades | 64% | 19 | 0.25 | ✓ matches cascade |
| Volatility VIX | LONG | +15.8% · 5d +8.4% | 62% | 22 | 0.23 | ✓ matches cascade |
| UAL UAL | SHORT | -1.7% · 5d -0.1% | 64% | 19 | 0.23 | ⚠ differs |
| COIN COIN | LONG | +7.7% · 5d +0.4% | 62% | 8 | 0.23 | ⚠ differs |
Why this probability
Confirmed variola smallpox theft is near-unprecedented tail; vanishingly rare. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.