THE ARCHITECTURE OF SUB-SAMPLING: Low Bandwidth Constraints and Global Mesh Downscaling in Intellectual Disability

ABSTRACT

Traditional neurodevelopmental paradigms define Intellectual Disability (ID) through standardized psychometric deficits and adaptive limitations. This descriptive categorization lacks a foundational biophysical mechanism, failing to capture the thermodynamic constraints of the system. Grounded in the High Entropy Predictive Organization Efficiency (HEPOE) framework, this paper introduces the Architecture of
Sub-sampling. We demonstrate that ID represents a global hardware restriction characterized by a systemic reduction in total node density (N_nodes) across the Parieto-Frontal Integration Theory (P-FIT) bus. Rather than localized pathway resistance, ID manifests as a structural downscaling of the entire neural mesh, which imposes a low-pass Nyquist-Shannon sampling threshold. By formalizing this constraint within the Predictive Solvency Equation S(t), we model how restricted bandwidth limits entropy capacity H(E) and accelerates metabolic saturation.

Keywords: HEPOE Framework. Intellectual Disability. Architecture of Sub-Sampling. Mesh Downscaling. Bandwidth Constraints. Predictive Solvency. Nyquist-Shannon.