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

What if widespread GPS jamming disrupts shipping, aviation and timing-dependent finance?

Widespread spoofing and jamming of satellite positioning disrupts shipping, aviation and timing-dependent finance, a hybrid-coercion channel emphasised in NATO assessments.

9%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 9% · 90% range 0–18% · 40 analogues · measured class vol_spike 67% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — vol_spike ≈0.7371/yr → 67% in 18 mo67%
Analyst prior · editorial share 12% of the class8%
Pooled · weight 87%9%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)9%
Published9%

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. Widespread spoofing and jamming of satellite positioning disrupts shipping, aviation and timing-dependent finance, a hybrid-coercion channel emphasised in NATO assessments. The trigger decomposes into signed root‑shocks — Volatility (VIX) ▲ · Geopolitical risk ▲ · Risk appetite ▼ · Trade tension ▲ — 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▲ +7.7%
hist +1.47–+4.72% · other way +3.23% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -4.0%
hist -2.48–-1.45% · other way -0.37% (n=12)
3Tech sector XLK 📈 chartEquity▼ -2.7%
hist -1.83–-0.66% · other way -0.34% (n=12)
4Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -2.3%
hist -1.46–-0.28% · other way +2.23% (n=12)
5Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -1.9%
hist -1.08–-0.52% · other way +4.75% (n=12)
6S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -1.7%
hist -1.42–-0.46% · other way +0.57% (n=12)
7TSMC TSMon Hyperliquid 📈 chartEquity▼ -1.6%
hist -2.35–+0.06% · other way +2.51% (n=12)
8Solana SOLon Hyperliquid 📈 chartCrypto▼ -1.4%
hist -1.6–+0.15% · other way +0.89% (n=12)
9MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.5%
hist -1.81–+1.36% · other way +26.92% (n=12)
10AMD AMDon Hyperliquid 📈 chartEquity▼ -1.5%
hist -1.15–-0.3% · other way -0.48% (n=12)
11Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -1.5%
hist -1.41–+2.18% · other way +0.88% (n=12)
12Micron MUon Hyperliquid 📈 chartEquity▼ -1.5%
hist -2.9–+0.44% · other way +2.73% (n=12)
13Marvell MRVLon Hyperliquid 📈 chartEquity▼ -1.5%
hist -2.25–+0.09% · other way +1.61% (n=12)
14ASML ASMLon Hyperliquid 📈 chartEquity▼ -1.3%
hist -1.8–-0.01% · other way -1.68% (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 -2.7% · High-yield credit -0.9% · Chinese yuan -0.6% · Financials -0.6% · Aussie dollar -0.5% · Lockheed +0.5%

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.

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 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 North Korea 'fire and fury' nuclear scare 2017-08 Egyptian revolution / Mubarak uprising 2011-01 Smoot-Hawley clears the US House 1929-05 US-China extend tariff truce by another 90 days 2025-08 US and China agree Geneva tariff truce, slashing rates 2025-05 Tariff-pause record rally and VIX collapse 2025-04 October 2024 Iranian ballistic-missile attack on Israel 2024-10 VIX third-highest spike on record 2024-08 Niger coup d'etat 2023-07 Wagner Group mutiny against the Kremlin 2023-06 Evergrande debt crisis - global selloff 2021-09 COVID-19 fourth circuit breaker 2020-03 Saudi-Russia oil price war 2020-03 Worst Christmas Eve selloff on record 2018-12 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 February 2018 hot wage print triggers rate scare 2018-02 North Korea sixth nuclear test 2017-09 Mexican peso crash on Trump 2016 win 2016-11 China-led global 'Black Monday' rout 2015-08 OPEC abandons output defense, opting for market share vs US shale 2014-11 Thailand 2014 military coup 2014-05 SEC approves Limit Up-Limit Down plan and revised market-wide circuit breakers 2012-05 US-downgrade Black Monday equity rout and VIX spike to 48 2011-08 VIX record intraday high of 89.53 2008-10 Shanghai Sneeze global selloff with then-record VIX spike 2007-02 US airline stocks plunge ~40% on first trading day after 9/11 2001-09 Hong Kong defends the peg with sky-high HIBOR 1997-10 US-Japan auto trade war: 100% luxury-car tariff threat 1995-05 Soviet August coup attempt against Gorbachev 1991-08 Tiananmen Square crackdown 1989-06 US-Japan Semiconductor Trade Arrangement signed 1986-09 1986 oil price collapse 1986-02
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
TRY TRYSHORT-1.1% · 5d +0.7% ↺ fades70%32 0.32✓ matches cascade
COIN COINLONG+10.5% · 5d +3.1%68%11 0.31⚠ differs
ETH ETHSHORT-4.5% · 5d -7.2%67%21 0.28✓ matches cascade
INR INRSHORT-0.5% · 5d +0.0% ↺ fades66%32 0.27✓ matches cascade
INTC INTCSHORT-1.4% · 5d -1.0%63%39 0.22✓ matches cascade
XCU XCUSHORT-0.4% · 5d -0.5%62%33 0.21✓ matches cascade
AVGO AVGOLONG+2.7% · 5d -1.0% ↺ fades61%30 0.20⚠ differs
RTX RTXSHORT-1.6% · 5d -1.3%62%39 0.20⚠ differs
QCOM QCOMSHORT-2.1% · 5d -1.6%63%35 0.19✓ matches cascade
SOL SOLLONG+0.9% · 5d -10.3% ↺ fades64%11 0.17⚠ differs
NVDA NVDASHORT-0.1% · 5d -2.1%61%33 0.16✓ matches cascade
AMD AMDSHORT-0.4% · 5d -0.2%61%39 0.16✓ matches cascade
GBPUSD GBPUSDLONG+0.0% · 5d -0.3% ↺ fades60%32 0.15⚠ differs
MRVL MRVLSHORT-1.4% · 5d -0.9%58%33 0.13✓ matches cascade

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.