Cody A Kristenson

Coherence Stability Principle: Active Governance in Chaotic Systems v0.3

Added Py after publication. Failed to identify the file was not attached. Version 0.3 — corrected edition. Supersedes v0.2 (December 2025), which remains on this record for transparency. This exploratory simulation illustrates stabilization of a ramp-driven logistic map through a...

Coherence-Based Defense Against Adversarial Attacks on Large Language Models v1.2

Position paper proposing a coherence-monitoring approach to adversarial attacks on large language models, with an explicit falsification condition. No experimental results are reported. v1.2 corrects metadata and citation errors from v1.0, tightens the scope of the compression-at...

Musical Structure as Coherence Management: The EOS Framework v2.2

This paper proposes the Emergent Order Systems (EOS) framework as a physics-grounded analytical lens for understanding musical structure across diverse forms and traditions. By treating music as a system of structured oscillation governed by coherence maintenance, EOS provides un...