A root-cause repair and re-measurement study (observer-shadow scope) with anti-leakage checks, replay drift comparison, and artifact-first reporting.










How To Read This


If our internal module names are unfamiliar, read the system as five roles:


structure validation stack
reasoning agents
arbitration layer
clinical governance...