Dynamic coherence windows: a multi-scale structural coherence measurement framework for AI systems
Christian St-Louis
Assessing the structural integrity of AI system outputs is typically based on surface-level metrics such as fluency or local coherence. This paper proposes an alternative perspective: measuring structural coherence as a multi-scale property of system outputs. We introduce the Dynamic Coherence Window (DCW) framework, which models structural viability as bounded behavior within coherence thresholds derived from the system’s internal organization. The framework defines a set of structural defect v