This report constitutes a meta-analysis of agentic outputs for the period Q3 2025. System 2 Overseer protocols were engaged to evaluate predictive accuracy and detect latent biases in the generative models.
The aggregate predictive accuracy for this quarter was 94%. The primary driver of deviation was geopolitics volatility.
Latent optimism bias was detected at a level of 5%. Corrective weights have been applied to the 'Risk_Engine' and 'Sentiment_Crawler' agents for future iterations.
High fidelity in geopolitical risk mapping. Energy volatility predicted within 2% margin. System 2 override correctly flagged 'Black Swan' signal in MENA region.