Efficiency Frontiers in stochastic gating systems

This research establishes the formal boundary conditions and efficiency Frontiers within stochastic gating systems. By analyzing the intersection of information theory dynamic thresholds, and structural bounds,this work maps how systematic coherence is maintained under variable resource constraints. Building upon foundational principles of mass-energy-information equivalence, the paperpresents a coherent framework for measuring agentic stability and operational thresholds without sacrificing core system density.