Morning Brief: STAGFLATION MILD | April 24, 2026

## Newsletter The math ran last night. Here is what changed, and how historically similar conditions have evolved. The regime engine measured a Macro Regime of STAGFLATION MILD this morning, with growth deceleration at -0.6102 and inflation acceleration at +0.0081. The Coherence Score registers MODERATE confidence, while the Confirmation Score shows 18 out of 19 series aligned with this configuration—the strongest systematic agreement in recent weeks. The current Macro Regime reflects an environment where economic growth momentum decelerates while inflation pressures build simultaneously. The Confirmation Score of 18 out of 19 represents substantial mathematical alignment across asset classes, with only one series diverging from the stagflationary pattern. Historically, regimes with a Confirmation Score in this range have persisted in 52% of comparable cases over three-month periods, with the most common transition being acceleration observed in 28% of instances. This mathematical framework captures the tension between softening economic activity and persistent price pressures that have historically coincided with volatile market conditions and sector rotation patterns. High-yield credit spreads show GREEN momentum, defined as the 30-day rate-of-change above the 70th percentile of its two-year distribution. In 7 of 9 historical instances when credit spreads tightened while the regime engine recorded stagflation conditions, equity volatility remained elevated within the following six weeks. Core inflation momentum registers RED, with the 30-day rate-of-change below the 25th percentile of its historical range. In 9 of 12 comparable periods, this configuration coincided with Federal Reserve policy recalibration within three months. West Texas Intermediate crude oil demonstrates GREEN momentum, trading above the 80th percentile of its rolling distribution. In 6 of 8 instances when energy momentum strengthened during mild stagflation regimes, commodity sector rotation accelerated within four weeks. The Atlas Math Engine runs every trading morning to classify the Macro Regime, compute the Coherence Score and Confirmation Score, and scan 407 symbols across four mathematical layers. Atlas is designed to help serious investors study how mathematical conditions have behaved across prior market environments. It operates through a fixed framework that measures Price Structure, Rate of Change, Risk Regime, and Market Participation independently of any regime classification. The engine processes this data systematically, creating a historical record of how these mathematical configurations have evolved across different economic environments. Atlas is a tool for context and education, not for making anyone's decisions. The Morning Brief is the public surface. The live Atlas dashboard shows the full 19-series regime map, today's Mathematical Conditions across 407 symbols, and the historical archive side by side. Members study the environment and the Atlas outputs together each morning. The dashboard provides real-time access to the complete mathematical framework, allowing users to observe how current conditions compare to historical patterns across all monitored series. If you want to track this alongside us, the live view is at givenanalytics.com. These are historical mathematical observations -- not predictions and not advice. Given Analytics is not a registered investment adviser. Hypothetical results may vary from actual results. Market conditions can change at any time. MAY -- POTENTIAL -- EDUCATIONAL.