What if a deepfake campaign sparks a bank run?
A deepfake-driven run hits crypto rails first - ETH and BTC sell on stablecoin/exchange-stress fears, with HY credit and financials confirming the contagion read. Rhymes with the Mar-2023 SVB/USDC depeg weekend, when a 36-hour confidence shock briefly broke a stablecoin and bid safe havens before backstops reversed it. Forward angle: post-2023, real-time deposit flight via apps makes runs faster but official liquidity facilities are also faster, so the half-life is short - trade the gap, not the trend.
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. A deepfake disinformation campaign triggers a bank run or market crash. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Financial conditions ▲ · Crypto confidence ▼ — 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 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -2.0% hist -3.77–+0.2% · other way -7.85% (n=12) |
| 2 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▼ -1.6% hist -15.19–+7.79% · other way -6.7% (n=11) |
| 3 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -1.1% hist -16.1–+5.32% · other way -5.65% (n=11) |
| 4 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -1.1% hist -12.66–+5.75% · other way -18.56% (n=11) |
| 5 | Coinbase COINon Hyperliquid 📈 chart | Equity | ▼ -0.8% hist -1.69–+0.35% · other way +2.5% (n=11) |
| 6 | High-yield credit HYG 📈 chart | Rate | ▼ -0.5% hist -0.49–-0.09% · other way +0.36% (n=12) |
| 7 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -0.5% model prior · unmeasured |
| 8 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +0.3% hist -1.35–+3.14% · other way -2.32% (n=12) |
| 9 | Financials XLF 📈 chart | Equity | ▼ -0.4% hist -1.11–+0.2% · other way -0.94% (n=12) |
| 10 | JPMorgan JPM 📈 chart | Equity | ▼ -0.3% hist -1.44–+0.17% · other way -0.21% (n=12) |
| 11 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -0.2% hist -0.13–+0.2% · other way -0.89% (n=12) |
| 12 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -0.2% hist -0.46–+0.09% · other way +0.57% (n=12) |
Probable recommendation
Why we may diverge from history
Trust the cascade's BTC short: the +11% rests on a thin n=6 sample dominated by 2023 SVB windows where BTC rallied as a banking hedge — a deepfake-driven crash dumps risk indiscriminately.
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 |
|---|---|---|---|---|---|---|
| Bitcoin BTC | SHORT | -14.4% · 5d -8.8% | 82% | 11 | 0.59 | ✓ matches cascade |
| SOL SOL | SHORT | -11.9% · 5d -15.8% | 78% | 9 | 0.51 | ✓ matches cascade |
| ETH ETH | SHORT | -14.4% · 5d -11.7% | 70% | 10 | 0.36 | ✓ matches cascade |
| JPM JPM | SHORT | -1.1% · 5d -1.8% | 71% | 31 | 0.35 | ✓ matches cascade |
| SPX SPX | LONG | +0.3% · 5d -0.2% ↺ fades | 65% | 31 | 0.28 | ⚠ differs |
| MSTR MSTR | SHORT | -2.5% · 5d -4.9% | 66% | 28 | 0.27 | ✓ matches cascade |
| 10y yield DGS10 | SHORT | -18bp · 5d -9bp | 64% | 31 | 0.25 | · |
| XLF XLF | SHORT | -0.8% · 5d -1.1% | 61% | 28 | 0.19 | ✓ matches cascade |
| High-yield credit HYG | SHORT | -0.2% · 5d +0.1% ↺ fades | 58% | 26 | 0.13 | ✓ matches cascade |
| US dollar DXY | LONG | +0.4% · 5d +0.1% | 56% | 31 | 0.11 | · |
| Gold XAU | SHORT | -0.6% · 5d -0.4% | 51% | 28 | 0.02 | · |
| COIN COIN | SHORT | -1.0% · 5d -1.2% | 44% | 9 | 0.00 | ✓ matches cascade |
| Volatility VIX | LONG | +2.9% · 5d +0.3% | 48% | 29 | 0.00 | ✓ matches cascade |
| NDX NDX | SHORT | -0.3% · 5d -1.9% | 42% | 30 | 0.00 | ✓ matches cascade |
Why this probability
Deepfakes proliferating but a deepfake actually triggering a real bank run remains unproven and rare. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.