This report constitutes a meta-analysis of agentic outputs for the period Q4 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 76%. The primary driver of deviation was tech sector volatility.
Latent optimism bias was detected at a level of 24%. Corrective weights have been applied to the 'Risk_Engine' and 'Sentiment_Crawler' agents for future iterations.
Optimism bias detected in semiconductor projections. Agent swarms overestimated demand elasticity for edge-AI devices. Correction in December was missed by momentum models.