🌍 Society & Frontier risk-off · 1–3 years
A what‑if from the future

What if Maghreb instability raises European energy-and-migration risk?

Renewed instability across the Maghreb raises both gas-supply and migration risk for southern Europe; European energy and risk premia rise as a dual security-and-supply concern takes hold.

15%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 15% · 90% range 6–23% · 40 analogues · measured class energy 99% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 99% in 3 yr99%
Analyst prior · editorial share 14% of the class14%
Pooled · weight 87%15%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)15%
Published15%

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.

loading the timeline…

What it would mean

If this plays out, it is a risk-off shock. Renewed instability across the Maghreb raises both gas-supply and migration risk for southern Europe; European energy and risk premia rise as a dual security-and-supply concern takes hold. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · European energy ▲ · 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▲ +6.0%
hist +1.22–+4.92% · other way -13.09% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -2.4%
hist -1.46–-0.53% · other way +0.61% (n=12)
3Tech sector XLK 📈 chartEquity▼ -1.6%
hist -1.06–-0.54% · other way +0.54% (n=12)
4S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -1.3%
hist -0.96–-0.43% · other way -0.26% (n=12)
5MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.2%
hist -1.49–+1.22% · other way +12.28% (n=12)
6Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -1.2%
hist -0.8–-0.22% · other way -0.07% (n=12)
7Solana SOLon Hyperliquid 📈 chartCrypto▼ -1.0%
hist -1.41–+1.38% · other way -1.45% (n=10)
8Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.8%
model prior · unmeasured
9High-yield credit HYG 📈 chartRate▼ -0.8%
hist -0.98–-0.05% · other way +1.87% (n=12)
10Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.8%
hist -3.22–+0.89% · other way +5.69% (n=10)
11Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.7%
hist +0.11–+0.5% · other way +0.94% (n=12)
12Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -3.95–+0.91% · other way +9.87% (n=10)
13Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.8%
hist -2.2–+0.36% · other way -2.17% (n=12)
14Financials XLF 📈 chartEquity▼ -0.6%
hist -0.34–-0.18% · other way -0.73% (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 -0.8% · Financials -0.6% · JPMorgan -0.5% · Lockheed +0.4% · Northrop +0.4%

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 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Saudi-Russia oil price war 2020-03 OPEC abandons output defense, opting for market share vs US shale 2014-11 1986 oil price collapse 1986-02 Iran hostage crisis / US freezes Iranian assets 1979-11 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 Hezbollah pager and device explosions across Lebanon 2024-09 April 2024 Iranian drone-and-missile barrage on Israel 2024-04 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 Gabon coup d'etat 2023-08 Niger coup d'etat 2023-07 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 ExxonMobil posts most profitable year for any US oil company 2023-01 Nord Stream pipeline sabotage 2022-09 Germany agrees Uniper bailout 2022-07 US-led 240-million-barrel SPR release answers the Ukraine spike 2022-03 Houthi drone-and-missile strike on Aramco's Jeddah depot 2022-03 Houthi drone-and-missile attack on Abu Dhabi oil sites lifts Brent to 7-year high 2022-01 Kaisa Group offshore default 2021-12 Myanmar military coup 2021-02 Abqaiq-Khurais strike triggers the biggest Brent spike on record 2019-09 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Houthi drones strike Saudi East-West crude pipeline 2019-05 Bitcoin Cash hash war capitulation 2018-11 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 HYG record outflows in 2014 high-yield rout 2014-10 Thailand 2014 military coup 2014-05 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 Libya civil war halts output and lifts Brent above $100 2011-02 Egyptian revolution / Mubarak uprising 2011-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
MRVL MRVLSHORT-1.6% · 5d -2.8%75%38 0.40✓ matches cascade
COIN COINLONG+6.2% · 5d +2.2%65%19 0.24⚠ differs
10y yield DGS10LONG+6bp · 5d +3bp64%40 0.24·
NDX NDXSHORT-0.3% · 5d -0.8%65%39 0.23✓ matches cascade
Bitcoin BTCSHORT-3.3% · 5d -4.4%63%29 0.22✓ matches cascade
AMD AMDSHORT-0.9% · 5d -0.9%64%39 0.22✓ matches cascade
High-yield credit HYGSHORT-0.5% · 5d -0.0%62%38 0.19✓ matches cascade
NVDA NVDASHORT-1.6% · 5d -4.1%61%38 0.18✓ matches cascade
QCOM QCOMSHORT-3.5% · 5d -2.9%62%38 0.18✓ matches cascade
AUD AUDSHORT-0.7% · 5d -0.2%60%38 0.16✓ matches cascade
NOC NOCLONG+1.5% · 5d -0.2% ↺ fades60%39 0.15✓ matches cascade
US dollar DXYLONG+0.4% · 5d +0.2%58%40 0.15✓ matches cascade
Volatility VIXLONG+1.7% · 5d +1.2%59%38 0.14✓ matches cascade
ASML ASMLSHORT-1.8% · 5d -2.5%60%38 0.14✓ 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.