Integrations-Resonance Model (IRM) V3.1: A Nonlinear Systems-Theoretical Framework for Organizational Singularization under Volatility

Integrations-Resonance Model (IRM) V3.1 presents a nonlinear systems-theoretical framework for analyzing organizational singularization under conditions of volatility. Singularization is conceptualized not as chaos or disorder, but as a restrictive attractor emerging from the absolutization of efficiency and the endogenous erosion of feedback permeability.   The model integrates four dynamically coupled state variables — Strategic Reserve (R), Feedback Permeability (F), Efficiency Pressure (E), and a Self-Reference Index (N) — within a system of nonlinear differential equations. A structural integrity ratio (δ/α) is introduced to formalize the balance between regenerative capacity and feedback erosion.   IRM V3.1 distinguishes multiple attractor regimes, including adaptive resonance, rigid hyper-stability, and narcissistic singularization, and provides a formal intervention logic based on reserve reinforcement and accountability restoration.   The contribution extends existing frameworks in cybernetics, organizational theory, and systemic risk analysis by formalizing the mechanism of “False Efficiency” as a dynamic capacity function. The model is presented as a theoretical preprint prepared for academic discussion, simulation-based sensitivity analysis, and future empirical calibration.