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

What if a cyberattack shuts down major container ports?

A port-terminal cyber shutdown snarling container flow is a supply-chain/inflation-impulse event — freight rates and goods prices firm while affected logistics names sell; the bundled VIX/credit cascade overstates the financial-contagion leg. Rhymes with the 2017 NotPetya hit on Maersk, which idled terminals globally and cost ~$300m but stayed a sector/supply story, not a market crash. The inflation_surprise root is the right channel.

18%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 18% · 90% range 9–28% · 40 analogues · measured class banking_crisis 100% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — banking_crisis ≈4.5338/yr → 100% in 18 mo100%
Analyst prior · editorial share 20% of the class20%
Pooled · weight 87%19%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)19%
Published18%

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 idles automated cranes and gate systems at major container ports, snarling supply chains for weeks. The trigger decomposes into signed root‑shocks — Financial conditions ▲ · Geopolitical risk ▲ · Inflation surprise ▲ — 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▲ +3.8%
hist -0.6–+6.66% · other way -7.65% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -1.4%
hist -0.94–-0.15% · other way +0.15% (n=12)
3Tech sector XLK 📈 chartEquity▼ -1.0%
hist -0.81–+0.29% · other way +0.34% (n=12)
4S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.7%
hist -2.03–+0.51% · other way +0.5% (n=12)
5MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.5–-0.13% · other way +32.18% (n=12)
6Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -1.16–+0.26% · other way -2.53% (n=11)
7Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.6%
hist -0.74–+1.49% · other way +1.87% (n=12)
8Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -7.95–+3.44% · other way +6.04% (n=11)
9High-yield credit HYG 📈 chartRate▼ -0.5%
hist -0.76–+0.03% · other way -0.22% (n=12)
10Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
11Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -5.36–+1.64% · other way +8.66% (n=11)
12Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.87–+1.06% · other way +1.1% (n=12)
13Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.2%
hist -0.01–+0.35% · other way +0.16% (n=12)
14US dollar (DXY) DXYon Hyperliquid 📈 chartFX▲ +0.2%
hist -0.2–+0.85% · other way +0.93% (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 -1.0% · High-yield credit -0.5% · Financials -0.3% · Lockheed +0.3% · Northrop +0.2% · JPMorgan -0.2%

Why we may diverge from history

Trust the cascade short: MSTR +16% and COIN +12% are BTC-bull and geopolitical-window artifacts despite the high hit-rate — a port-cyber snarl doesn't lift crypto proxies; the sample is regime-contaminated.

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.

Gold peaks at $850 1980-01 Israel strikes Iran — Operation Rising Lion 2025-06 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 October 2024 Iranian ballistic-missile attack on Israel 2024-10 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 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Kaisa Group offshore default 2021-12 Turkish lira record low on rate cuts 2021-11 Saudi-Russia oil price war 2020-03 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Bitcoin Cash hash war capitulation 2018-11 February 2018 hot wage print triggers rate scare 2018-02 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 OPEC abandons output defense, opting for market share vs US shale 2014-11 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Portugal requests EU-IMF bailout 2011-04 Egyptian revolution / Mubarak uprising 2011-01 Greece first EU/IMF bailout 2010-05 Greece requests EU/IMF bailout 2010-04 Anglo Irish Bank nationalisation 2009-01 Fannie Mae and Freddie Mac conservatorship 2008-09 IndyMac Bank seized by the Office of Thrift Supervision 2008-07 Northern Rock bank run 2007-09 American Home Mortgage bankruptcy 2007-08 Bear Stearns freezes redemptions on subprime hedge funds 2007-06 New Century Financial bankruptcy 2007-04 US airline stocks plunge ~40% on first trading day after 9/11 2001-09 Turkey lets the lira float 2001-02 Hong Kong defends the peg with sky-high HIBOR 1997-10 Mexico $50bn international rescue package 1995-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
COIN COINLONG+14.3% · 5d +7.4%82%11 0.57⚠ differs
RTX RTXSHORT-2.2% · 5d -1.8%70%40 0.34⚠ differs
AVGO AVGOLONG+4.3% · 5d -0.7% ↺ fades64%28 0.27⚠ differs
ETH ETHSHORT-7.5% · 5d -6.1%67%15 0.24✓ matches cascade
High-yield credit HYGSHORT-0.5% · 5d -0.1%65%34 0.24✓ matches cascade
Bitcoin BTCSHORT-4.7% · 5d -4.0%63%19 0.23✓ matches cascade
SMH SMHLONG+1.6% · 5d -0.9% ↺ fades62%37 0.20⚠ differs
US dollar DXYLONG+0.7% · 5d +0.1%58%40 0.14✓ matches cascade
Volatility VIXLONG+4.3% · 5d +8.3%56%39 0.12✓ matches cascade
GBPUSD GBPUSDSHORT-0.4% · 5d -0.2%57%35 0.12✓ matches cascade
10y yield DGS10LONG+6bp · 5d +3bp56%40 0.10✓ matches cascade
XLF XLFSHORT-0.3% · 5d -0.9%54%37 0.07✓ matches cascade
NDX NDXLONG+0.4% · 5d -1.0% ↺ fades54%39 0.06⚠ differs
XLK XLKLONG+0.7% · 5d -0.5% ↺ fades54%37 0.06⚠ differs

Why this probability

Port cyber shutdowns have precedent (Maersk/NotPetya, Nagoya); weeks-long snarl over 6-18mo plausible, not frequent. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

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.