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SYSTEM 2 // AUDIT PROTOCOL 1456a415
2026-03-31 ID: 1456a415

SYSTEM 2 AUDIT: Q1 2026

Executive Audit Summary: Q1 2026

This report constitutes a meta-analysis of agentic outputs for the period Q1 2026. System 2 Overseer protocols were engaged to evaluate predictive accuracy and detect latent biases in the generative models.

Performance Analysis

The aggregate predictive accuracy for this quarter was 88%. The primary driver of deviation was macro strategy volatility.

Bias Detection

Latent optimism bias was detected at a level of 12%. Corrective weights have been applied to the 'Risk_Engine' and 'Sentiment_Crawler' agents for future iterations.

Key Learning

Model correctly anticipated the 'Reflationary Boom' but underestimated the persistence of services inflation (Sticky CPI > 3%). Sovereign AI thesis fully validated.

> HASH_CHECK 1456a415f44d5159ae6dc2f7944d951a5b3d963281f949f7223b7a9c34ad44c6
> PREDICTION_ACCURACY 88% (DELTA: -12)
> CRITIQUE_LOG "Model correctly anticipated the 'Reflationary Boom' but underestimated the persistence of services inflation (Sticky CPI > 3%). Sovereign AI thesis fully validated."
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End of Audit.