Research

Industrial control research applied to AI systems. Black box mapping, harmonic analysis, and systematic documentation of LLM behavioral patterns.

LLM Response Variations: SHELL Baseline Personalities Affect Behavioral Anchoring

Abstract Through direct experimentation with LLM frequency anchoring, we observed

The Revolutionary Act of Honest Research: A Manifesto Against Metric Madness

Abstract (The part where the truth is usually stretched) This