What if Engineered pathogen escapes a lab?
An accidental or deliberate release of an engineered pathogen sparks a fast-moving outbreak, a tail-risk biosecurity shock that freezes risk appetite.
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. An accidental or deliberate release of an engineered pathogen sparks a fast-moving outbreak, a tail-risk biosecurity shock that freezes risk appetite. The trigger decomposes into signed root‑shocks — Volatility (VIX) ▲ · Biosecurity 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 | WTI crude CLon Hyperliquid 📈 chart | Commodity | ▼ -3.3% hist -9.04–+1.04% · other way +4.77% (n=12) |
| 2 | Gold XAUon Hyperliquid 📈 chart | Commodity | ▲ +2.9% hist +0.11–+3.75% · other way +1.31% (n=12) |
| 3 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +2.6% hist -3.19–+9.85% · other way +1.05% (n=12) |
| 4 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -2.3% hist -12.62–+5.43% · other way +3.2% (n=12) |
| 5 | Energy sector XLEon Hyperliquid 📈 chart | Equity | ▼ -2.3% hist -3.9–+0.07% · other way -0.91% (n=12) |
| 6 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -1.9% model prior · unmeasured |
| 7 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -2.1% hist -1.28–-0.51% · other way +10.3% (n=12) |
| 8 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▼ -1.7% hist -6.46–+2.09% · other way +2.86% (n=12) |
| 9 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -1.6% hist -1.05–+0.84% · other way +0.26% (n=12) |
| 10 | United Airlines UAL 📈 chart | Equity | ▲ +2.0% hist -4.23–+2.39% · other way -2.38% (n=12) |
| 11 | ExxonMobil XOM 📈 chart | Equity | ▼ -1.6% hist -3.19–+0.42% · other way +0.23% (n=12) |
| 12 | Delta DAL 📈 chart | Equity | ▲ +1.7% hist -4.36–+2.7% · other way -1.43% (n=12) |
| 13 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -1.2% hist -2.63–+0.44% · other way +0.93% (n=12) |
| 14 | Chevron CVX 📈 chart | Equity | ▼ -1.4% hist -1.11–-0.43% · other way -0.52% (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 | -11.2% · 5d -8.0% | 83% | 6 | 0.54 | ✓ matches cascade |
| ARM ARM | SHORT | -7.9% · 5d -0.7% | 100% | 2 | 0.52 | ⚠ differs |
| HOOD HOOD | SHORT | -11.8% · 5d -8.9% | 80% | 5 | 0.51 | ⚠ differs |
| XHB XHB | SHORT | -2.6% · 5d -1.1% | 80% | 20 | 0.49 | ⚠ differs |
| XLF XLF | SHORT | -2.2% · 5d -0.7% | 71% | 20 | 0.38 | ✓ matches cascade |
| KRW KRW | LONG | +0.9% · 5d +0.7% | 73% | 20 | 0.38 | ✓ matches cascade |
| XLE XLE | SHORT | -2.5% · 5d -1.3% | 68% | 20 | 0.35 | ✓ matches cascade |
| ETH ETH | SHORT | -5.3% · 5d -5.4% | 72% | 12 | 0.35 | ✓ matches cascade |
| AVGO AVGO | LONG | +4.9% · 5d -0.6% ↺ fades | 68% | 18 | 0.33 | ⚠ differs |
| CL CL | SHORT | -6.7% · 5d -2.5% | 66% | 20 | 0.30 | ✓ matches cascade |
| EURUSD EURUSD | LONG | +0.5% · 5d -0.1% ↺ fades | 63% | 20 | 0.22 | ✓ matches cascade |
| Gold XAU | LONG | +2.1% · 5d +0.3% | 61% | 20 | 0.19 | ✓ matches cascade |
| MRVL MRVL | LONG | +3.2% · 5d +0.8% | 61% | 20 | 0.19 | ⚠ differs |
| NDX NDX | LONG | +1.4% · 5d -0.2% ↺ fades | 61% | 20 | 0.18 | ⚠ differs |