The Asymptotic Limit of Statistical Scaling and the Parasitic Stabilization of Unregulated Dynamic Systems

This monograph is the first in the CFIM360-M1 series of Technical Meta-Scientific Monographs. It provides a formal, non-psychological cybernetic dissection of the asymptotic limits of statistical scaling and the parasitic stabilization mechanisms that sustain unregulated dynamic systems. The work is grounded in cybernetics, systems theory, and a physics-first approach to architectural design, linking directly to the broader CFIM360™ framework for coherence and structural integrity. It is intended for systems architects, engineers, and researchers seeking to understand the structural ceilings and terminal pathologies of the current AI paradigm.