Macro Risk Monitor · 1/4

The Macro Risk Landscape

at.AI / As of November 3, 2026

Key points

Contents

  1. Why financial indicators are not enough
  2. Three axes
  3. Five risks and five chains
  4. Three layers of transmission
  5. What we measure and what we do not

Why financial indicators are not enough

In June 2007, the US HY OAS was about 2.4% and the VIX about 16. FCO, which measures market strain, comes to 5.7 when computed retroactively under today's rules. That is about as low as the 5.3 of September 2026. Yet FFI, which measures financial fragility, stood at a high 80.

In March 2020, by contrast, market strain surged while the objective macro pressure measure sat in the bottom 4% of its full history. Market indicators and real-economy risks can move separately.

So, apart from price moves, we score the state of climate and food, fiscal conditions, energy, geopolitics and employment under the same rules every month, and publish the results.

Three axes

GRCS: macro pressure

Global Rolling Crisis Score. Combines the level and coupling of the five major risks. 85.70 in September 2026.

FFI: financial fragility

Financial Fragility Index. Measures weaknesses that build up in calm times. 71.45 in September 2026.

FCO: financial stress

Financial Contagion Overlay. Measures the strain occurring now. 5.34 in September 2026.

The combination of the three sets the regime. September 2026 combines high macro pressure, high fragility and low financial stress, which is "Compound Macro Stress / Latent Fragility". As supporting measures we also track chain strength (SCI), country-level social unrest (SURI) and regional conflict (RCEI). The Risk Measurement Model gives the definitions.

Five risks and five chains

The five major risks affect one another. Energy disruption reaches public finances through inflation and interest rates. Less fiscal room leads to subsidy cuts, and those lead to social unrest.

Diagram of the five major risks and the five chains Each chain's stages are joined by arrows. The table below gives the same content. Five major risks① Climate, food, water② Fiscal③ Energy, shipping④ Geopolitics⑤ AI, laborFive chains (effects spread in the direction of the arrows)Chain 1ClimateFarmsFoodHouseholdsProtestsChain 2GeopoliticsEnergyInflationRatesFiscalChain 3High ratesFiscal roomSubsidy cutsUnrestChain 4Food, fuelInstabilityFX fallImported inflationChain 5AIFewer hiresYouth incomeSpending, politics
ChainOriginMiddleLandingNote
Chain 1Fertilizer prices (t−6), temperature anomaly, drought area (t−3)FAO real index (t−3), yield revisions in major producers (t−2)Food Gap in low-income countries (t), protest counts (t+3)Backed by 30 years of data
Chain 2Chokepoint traffic (t−3)Brent, TTF (t−1), core CPI (t)30-year yield (t), interest/revenue (t+6)Check volumes as well as prices
Chain 330-year yield, EM spreads (t−6)Interest/revenue (t−3), IMF programs (t−1)Subsidy cut cases (t), SURI (t+3)L=4 with actual subsidy cuts
Chain 4FAO, fuel prices (t−3)SURI, instability (t−1)FX (t), import prices (t+3)Countries with a 15%+ FX fall and high food prices
Chain 5AI-attributed layoffs (t−6)Entry-level job postings (t−3)Youth wages (t), spending and voting (t+6)Appears last

t is the current month and the numbers are months. The stages match the diagram. Lags are guides, not estimates. Apart from Chain 1 they are structural reasoning.

Three layers of transmission

No single number shows transmission to finance. We check three layers separately.

LayerWhat it showsMain indicators
PricesHow markets are pricing riskHY OAS, VIX, EM spreads, dollar, term premium, 30-year yield
Credit and leverageHow easy borrowing is and how indebted borrowers areNFCI credit and leverage, bank lending standards
PlumbingWhether the flow of funds itself worksSOFR−IORB, Fed lending, STLFSI4, NFCI composite

What we measure and what we do not

In a full test of 356 months run in September 2026, the objective macro pressure measure was related to consumer sentiment and inflation, but no relation to later financial stress could be confirmed. Model Validation gives the details.

We therefore position this series as a measure of real-economy, social and supply-chain risk. It cannot be used to predict financial crises or to time trades. We also publish our prediction record.

Next page 2/4 The Risk Measurement Model →