🧠 Technology & AI risk-off · 6–18 months
A what‑if from the future

What if a cyberattack disrupts a major Chinese bank during geopolitical tension?

A cyberattack disrupts a large Chinese bank's systems amid geopolitical tension, testing the operational resilience of a banking system the PBoC and IMF flag for concentration.

5%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 5% · 90% range 0–11% · 40 analogues · measured class china_growth 98% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — china_growth ≈2.5597/yr → 98% in 18 mo98%
Analyst prior · editorial share 4% of the class4%
Pooled · weight 87%6%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)6%
Published5%

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 6–18 months 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.

loading the timeline…

What it would mean

If this plays out, it is a risk-off shock. A cyberattack disrupts a large Chinese bank's systems amid geopolitical tension, testing the operational resilience of a banking system the PBoC and IMF flag for concentration. The trigger decomposes into signed root‑shocks — China growth ▼ · Financial conditions ▲ · Geopolitical risk ▲ · 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.

MarketClassProjected move
1Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +5.4%
hist -1.17–+2.92% · other way -3.85% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -2.2%
hist -2.09–-0.33% · other way +0.33% (n=12)
3Tech sector XLK 📈 chartEquity▼ -1.6%
hist -1.01–-0.45% · other way +0.5% (n=12)
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.4%
hist -2.88–+4.42% · other way +24.09% (n=12)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -1.2%
hist -13.67–+2.98% · other way -4.39% (n=11)
6S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -1.2%
hist -0.75–+0.14% · other way -0.33% (n=12)
7Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.9%
hist -6.99–+1.42% · other way +5.0% (n=11)
8Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -1.0%
hist -0.61–-0.03% · other way +3.11% (n=12)
9Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.9%
model prior · unmeasured
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.8%
hist -5.09–+1.53% · other way +5.51% (n=11)
11High-yield credit HYG 📈 chartRate▼ -0.7%
hist -0.77–-0.08% · other way -0.15% (n=12)
12Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.6%
hist +0.05–+0.69% · other way -0.55% (n=12)
13Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.7%
hist -1.8–+0.2% · other way +3.39% (n=12)
14AMD AMDon Hyperliquid 📈 chartEquity▼ -0.6%
hist -1.89–+0.42% · other way +1.72% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Cash / hedgeRaise cash and hold the long hedges above; this scenario is net risk-off.
For a common-man portfolio: A typical stock-heavy portfolio is at risk. Consider trimming equities, raising cash, and a small gold hedge.
Also moves (not yet on Hyperliquid): Tech sector -1.6% · High-yield credit -0.7% · Financials -0.5% · JPMorgan -0.4% · Lockheed +0.4% · Aussie dollar -0.3%

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.

China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Kaisa Group offshore default 2021-12 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Tiananmen Square crackdown 1989-06 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10 US-China extend tariff truce by another 90 days 2025-08 Israel strikes Iran — Operation Rising Lion 2025-06 US and China agree Geneva tariff truce, slashing rates 2025-05 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 ASML bookings-miss crash 2024-10 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Evergrande ordered to liquidate 2024-01 Wagner Group mutiny against the Kremlin 2023-06 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Offshore yuan hits a record low 2022-11 US advanced-chip export controls on China 2022-10 China fires ballistic missiles into Japan's EEZ during Taiwan drills 2022-08 China homebuyer mortgage boycott spreads 2022-07 Sunac China dollar-bond default 2022-05 Alibaba upsizes buyback to record $25 billion 2022-03 Evergrande debt crisis - global selloff 2021-09 Didi removed from China app stores after NYSE IPO 2021-07 Bitcoin May 2021 crash 2021-05 China 'three red lines' developer leverage rules 2020-08 Saudi-Russia oil price war 2020-03 Huawei added to Entity List + ICT executive order 2019-05 Apple cuts revenue guidance on China weakness 2019-01 Bitcoin Cash hash war capitulation 2018-11 US List 3 tariffs on $200B of Chinese goods finalized 2018-09 US Section 301 List 1 tariffs take effect on China 2018-07 China retaliates: $50B tariff list incl. soybeans 2018-04 US Section 232 steel & aluminum tariffs imposed 2018-03 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 China stock-market circuit-breaker fiasco 2016-01 August 24, 2015 ETF flash crash 2015-08 Shanghai A-share bubble peak / crash begins 2015-06 OPEC abandons output defense, opting for market share vs US shale 2014-11 HYG record outflows in 2014 high-yield rout 2014-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
ETH ETHSHORT-5.8% · 5d -7.5%66%31 0.28✓ matches cascade
QCOM QCOMSHORT-4.0% · 5d -2.6%67%38 0.26✓ matches cascade
SOL SOLSHORT-11.5% · 5d -15.4%67%22 0.25✓ matches cascade
NVDA NVDASHORT-1.3% · 5d -3.0%66%38 0.24✓ matches cascade
XCU XCUSHORT-1.0% · 5d -1.6%65%38 0.24✓ matches cascade
Volatility VIXSHORT-2.9% · 5d -0.9%63%38 0.23⚠ differs
XLF XLFSHORT-0.5% · 5d -0.9%63%38 0.23✓ matches cascade
COIN COINLONG+7.3% · 5d +2.5%61%21 0.21⚠ differs
CNY CNYSHORT-0.4% · 5d -0.2%61%38 0.21✓ matches cascade
MU MUSHORT-3.4% · 5d -3.6%62%40 0.20✓ matches cascade
NDX NDXSHORT-0.9% · 5d -1.4%61%40 0.19✓ matches cascade
High-yield credit HYGSHORT-0.4% · 5d -0.1%63%38 0.19✓ matches cascade
AUD AUDSHORT-0.6% · 5d -0.2%62%38 0.19✓ matches cascade
RTX RTXSHORT-2.4% · 5d -2.4%60%40 0.19⚠ differs

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Crowd odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-07-03.