Macro Risk Monitor: July 2026 Final (MR-2026-07)

at.AI / As of November 3, 2026

Run ID
MR-2026-07
Month covered
July 2026
Type
Final
Model version
v2.0
Prepared
August 17, 2026
Published
November 3, 2026

How to read this. This report uses data as of August 17, 2026. FCO is shown under the current v2.1; it was 5.27 under v2.0 when prepared.

Interpretations in the original draft such as "room for a fall remains" and "conditions are worse than in 2007" were withdrawn after the later full-sample test and are not shown.

Conclusions of this report

Contents

  1. Where we stand
  2. Regime reading
  3. The five major risks
  4. Three-layer check of financial contagion
  5. Social unrest and regional conflict
  6. Strength of the chains
  7. Judgmental and objective compared
  8. Prediction log
  9. What to watch next month
  10. Data revision record
  11. Sources and limits

Where we stand

IndexWhat it measuresThis monthPrior monthChangeBand
GRCS5Compound macro pressure (five risks)81.5780.27+1.30Severe
GRCS4For comparison across eras (excludes ⑤ AI)84.3183.23+1.08Severe
FFIFinancial fragility (weakness built up in calm times)70.8069.90+0.90High
FCOFinancial stress (tension occurring now)4.364.32+0.04Low
SCIStrength of the chains77.2074.00+3.20—
SURI≥60Countries with social unrest risk of 60 or more (of 20)990—
RCEIRegional conflict escalation77.5576.55+1.00Severe

Bands are thresholds set for each index. See The Risk Measurement Model for definitions.

Line chart of the three main indices in 2026
Figure 1. The three main indices. GRCS5 and FFI are high and FCO is low. All use the same 0-100 scale on one axis.

GRCS4 is 84.31, slightly above the 83.85 of March 2022. This compares two judgmental retrospective scores. On the objective proxy-GRCS, July is far below March 2022 (84.9).

Regime reading

The regime for July is Compound Macro Stress / Latent Fragility. This reading has held since April, 4 months in a row.

MonthGRCS5FFIFCORegime
Jan49.9166.104.89Normal
Feb55.7066.257.51Elevated Macro Stress
Mar70.2967.1014.04Elevated Macro Stress
Apr75.9868.454.77Compound Macro Stress / Latent Fragility
May78.9969.503.58Compound Macro Stress / Latent Fragility
Jun80.2769.904.32Compound Macro Stress / Latent Fragility
Jul81.5770.804.36Compound Macro Stress / Latent Fragility

The five major risks

RiskMLLevelChangeD
① Climate, food, water3.84.479.6+3.2+1
② Sovereign, fiscal3.53.871.8+2.6+1
③ Energy, shipping4.24.887.6+0.60
④ Politics, geopolitics4.34.788.40.00
⑤ AI, labor3.12.659.0+3.4+1

M is the level this month and L is the degree of linkage (each 1-5). Level = (0.7M + 0.3L) × 20. D is direction (−2 to +2) and is not part of the score.

Small multiples of Level for the five major risks
Figure 2. Level of the five major risks. All five panels share one scale.

Why the scores moved

An apparent fall in energy was corrected. Under the old formula ③ appeared to fall from 96 in April to 88 in July. That was because direction D moved from +2 to 0, while M stayed at 4.2 and L rose from 4.5 to 4.8. Under the new formula it rises from 85.8 to 87.6. Separating D removes the problem of an index falling merely because deterioration has paused.

Main real-economy indicators

IndicatorPrior monthThis month
Global temperature anomaly (°C)0.560.67
FAO Food Price Index130.4131.1
FAO Cereal Price Index—113.8
Brent crude ($)85.483.4
European gas ($/MMBtu)15.1718.06
Hormuz transits (per day, press estimates)3515
Share of job cuts attributed to AI (%)3133

Brent and European gas are World Bank monthly averages. FAO values are as published when each report was prepared; later revisions are in the revision record.

Three-layer check of financial contagion

No layer shows contagion. In the price layer, HY OAS is 2.85% and VIX 15.99. In the credit and leverage layer, NFCI overall is −0.53 and net tightening of bank lending standards fell to 0.0%. In the plumbing layer, SOFR−IORB is +1bp.

LayerIndicatorPrior monthThis month
Price layerUS HY OAS (%, month-end)2.752.85
Price layerEM spread proxy (bp)311299
Price layerVIX (month-end)16.4515.99
Price layerSTLFSI4−0.80−0.73
Price layer30-year Treasury (%, monthly average)4.955.10
Price layer10-year term premium (%)0.700.87
Price layerDollar index proxy120.92119.70
Credit and leverage layerNFCI overall−0.51−0.53
Credit and leverage layerNFCI credit−0.03−0.04
Credit and leverage layerNFCI leverage0.250.16
Credit and leverage layerNFCI nonfinancial leverage−0.54−0.52
Credit and leverage layerBank lending standards (net tightening %)8.1 (April survey)0.0 (July survey)
Plumbing layerSOFR−IORB (bp)+3+1
Plumbing layerMonthly peak in Fed lending ($ billion)8.07.8

STLFSI4 and the NFCI series have an average of 0; negative readings are looser than average. The EM spread and the dollar index are proxy series.

Breakdown of FCO v2.1

ComponentWeightSource valueScore
Credit (HY OAS)0.252.85%4.80
Volatility (VIX)0.2015.998.32
Funding (SOFR−IORB)0.15+1 bp5.00
Banks (lending standards)0.15Expert judgment5.00
Liquidity0.10Expert judgment0.00
Intervention use (Fed lending)0.157.80.00
FCO1.00—4.36

FCO is calculated under the current v2.1. It was 5.27 under v2.0 when prepared. Both are in the Low band.

Breakdown of FFI

ComponentWeightPrior monthThis month
Leverage and credit quality0.207273
Maturity wall0.156566
Valuation and spread compression0.207677
Opaque assets0.207273
Bank lending standards and balance sheets0.105858
External vulnerability (EM)0.156970
FFI1.0069.9070.80

FFI rose from 69.9 to 70.8 and is High at this point. Valuation moved from 76 to 77.

Social unrest and regional conflict

SURI was rebuilt country by country for 20 countries because an average flattens the distribution. Country data exist for January and July, and February to June are interpolated. The change column shows the change since January.

Countries with SURI ≥ 60 rose from 6 in January to 9. The simple average is 61.25, population-weighted 61.88 and GDP-weighted 55.21. RCEI is 77.55.

Bar chart of countries with SURI of 60 or more and line chart of RCEI
Figure 3. Countries with SURI ≥ 60 and the regional conflict index. Pale bars are interpolated values with no country data.
Horizontal bar chart of SURI for 20 countries
Figure 4. SURI by country. Dashed lines mark the 60 and 75 thresholds.
CountryHouseholdProtestGovernmentConflictSURISince JanMain factors
Sudan9570959889.35+6.15Civil war and famine risk; conflict is the main cause of the food crisis
Nigeria8572708578.75+11.40Fuel subsidy cuts, a weak currency and elections; a priority country for monitoring
Pakistan7870727874.80+11.45Food, electricity and external debt; a large population
Lebanon8060857074.00+7.40Currency and public finances have already broken down
Ethiopia8055758573.75+8.00Conflict and drought combined
Myanmar7545859573.50+5.40Continuing civil war; armed conflict is the main channel rather than protest
Bolivia7280703065.20+12.50Protests against fuel subsidy cuts have spread nationwide
Egypt8255684565.05+9.75Bread and fuel subsidies act as a political stabilizer tied directly to public finances
Kenya7075553561.25+11.95Fuel price protests with fatalities; protest mobilization stands out
Tunisia7258653058.70+8.15Food import dependence and fragile public finances
Bangladesh6860584058.40+9.45Food and energy imports; unstable politics
Peru6272603057.70+10.80Calmed for now by a fuel subsidy, but public finances have worsened
Türkiye7045484554.35+6.15Chronic high inflation
Argentina6862552054.30+4.85Austerity and falling real incomes
Zambia7045602552.75+7.60Debt restructuring in progress and drought
Sri Lanka6555552552.50+6.15Risk of a repeat of the 2022 crisis
Ghana6548522550.15+7.05Cost-of-living pressure after debt restructuring
Philippines5540384044.85+5.80Rice prices have become a political issue
Morocco5845402544.55+6.30Lower farm output due to drought
Indonesia5242323041.10+5.75Growing fiscal burden of subsidies

SURI by country is a set of model estimates based on public information. It is not an official assessment or rating of any country. SURI = 0.35 Household Stress + 0.25 Protest Mobilization + 0.20 Government Fragility + 0.20 Conflict Transmission.

MonthSURI ≥ 60SURI ≥ 75Simple averagePopulation-weightedGDP-weightedMaximumData
Jan6153.1553.3847.8083.20Country-level data
Jun9259.9060.4653.9788.32Interpolated (estimate)
Jul9261.2561.8855.2189.35Country-level data
ComponentPrior monthThis month
Combat intensity8585
Escalation speed7475
State fragility6465
Food, energy, water7375
Refugees, cross-border8082
RCEI76.5577.55

Strength of the chains

SCI rose from 74.0 to 77.2. Chain 1 rose from 3.8 to 4.0, Chain 4 from 3.8 to 4.0 and Chain 3 from 3.6 to 3.8.

Heatmap of monthly strength of the five chains
Figure 5. Strength of the five chains by month. Darker cells are stronger chains.
ChainPrior monthThis monthChange
Chain 1 Climate → farms → food → households → protests3.84.0+0.2
Chain 2 Geopolitics → energy → inflation → rates → fiscal4.84.80.0
Chain 3 High rates → fiscal room → subsidy cuts → unrest3.63.8+0.2
Chain 4 Food, fuel → instability → FX → imported inflation3.84.0+0.2
Chain 5 AI → hiring → youth income → spending, politics2.52.7+0.2
SCI (average of chains × 20)74.077.2+3.2

Judgmental and objective compared

Judgmental GRCS4 is 84.31 and objective proxy-GRCS is 67.2 (57.5th percentile), a gap of +17.1.

Line chart of GRCS4 and proxy-GRCS
Figure 6. Judgmental GRCS4 and objective proxy-GRCS. The first is expert judgment and the second is a mechanical calculation from markets and statistics.
MonthGRCS4 (judgmental)proxy-GRCS (objective)Historical percentileGap
Jan50.7760.742.5−9.9
Feb57.0756.834.1+0.2
Mar73.1574.181.6−0.9
Apr79.1476.088.0+3.2
May82.0174.884.4+7.2
Jun83.2366.355.6+17.0
Jul84.3167.257.5+17.2

proxy-GRCS did not yet exist when this report was prepared. The values shown were calculated later with the method unified in October 2026.

Prediction log

The prediction log starts with this issue. Each prediction is written so anyone can judge it, with a probability and a deadline. This issue added P-01 to P-10.

IDPredictionProbabilityDeadlineStatusIssued
P-01Protests over the cost of living or fuel with fatalities occur in at least three countries with SURI ≥ 600.65End-Nov 2026OpenMR-2026-07
P-02The FAO Food Price Index reaches 135 or higher0.35End-Nov 2026OpenMR-2026-07
P-03US HY OAS widens to 4.00% or more at a month-end0.20End-Nov 2026OpenMR-2026-07
P-04FCO rises to 30 or higher (judged on v2.1 from September 2026)0.15End-Nov 2026OpenMR-2026-07
P-05At least five countries introduce or expand food or fuel subsidies0.75End-Feb 2027OpenMR-2026-07
P-06Germany, France, Italy, Spain or the UK announces an emergency climate-related fiscal measure of at least 0.2% of GDP0.55End-Dec 2026OpenMR-2026-07
P-07At least five countries newly introduce food export restrictions (IFPRI)0.40End-Feb 2027OpenMR-2026-07
P-08GRCS4 exceeds 850.45End-Dec 2026OpenMR-2026-07
P-09A currency crisis (over 20% fall against the dollar in three months) occurs in at least two emerging economies0.40End-Jul 2027OpenMR-2026-07
P-10European natural gas exceeds a monthly average of $20/MMBtu (World Bank)0.45End-Dec 2026OpenMR-2026-07

No prediction had been judged at the time of this report.

What to watch next month

This issue set the following five conditions. None was met in July.

ConditionThis monthStatus
① FFI stays above 7570.80Not met
② FCO rises two months in a row and exceeds 304.36 (up 2 month(s) in a row)Not met
③ GRCS4 exceeds 8584.31Not met
④ SURI ≥ 60 exceeds 12 countries9Not met
⑤ Chain 1 reaches 4.54.0Not met

If two or more are met at once, we consider a regime change.

Data revision record

Sources and limits

Limits of this report

← Previous report MR-2026-06 June 2026 Back number (retrospective) Next report → MR-2026-08 August 2026 Final Macro Risk Monitor 4/4 Back to Monthly Monitor Reports