The Entropic Impedance Framework: Toward a Unified Theory of Economic Dynamics, Labor Markets, and Automation

This article introduces the Entropic Impedance Framework, a novel theoretical approach unifying principles from thermodynamics, electrical engineering, and labor economics to describe economic dynamics in labor markets impacted by automation. Central to the framework is an innovative mathematical model that captures how technological change, educational responses, and policy interventions interact to shape asset prices and wage evolution. Empirically validated across various professions and asset classes, this model identifies critical "resonance conditions"—alignments between automation and educational growth rates—that precipitate dramatic economic disruptions. The article proposes real-time adaptive control mechanisms, facilitated through blockchain-based systems such as Kaspa, enabling policymakers to proactively mitigate market volatility and unemployment shocks. Ultimately, this work offers interdisciplinary insights toward achieving stable, low-entropy economic states, providing practical guidance for resilient workforce management amid accelerating technological transformation.