V65: Variance-First Principle — Why Physical Systems Respond in Variance Before Mean

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Authors: Satoshi Yoshida, A. ChatGPT, Gさんからの提案 Gemini, C Claude
Cited by: 0

Abstract

We propose the Variance-First Principle: in dynamically updated physical systems, environmental or control perturbations manifest first in the variance (or failure rate) of observables, while the mean value responds only secondarily. This principle is shown to unify experimental, engineering, and theoretical observations across electrochemical systems, electromagnetic environments, and microfluidic reactors. We demonstrate that variance is not a secondary statistical artifact but a primary physical observable encoding update stability, coherence, and robustness. Monte Carlo simulations verify that variance responds 2.7× faster than mean in electrochemical systems, with |ΔVar/ΔMean| ≈ 100 in EM environments. The principle naturally extends the V63/V64 framework and provides experimentally testable predictions that do not rely on mean-value shifts.

Fields of Study & Subjects

Advanced Thermodynamics and Statistical Mechanics Quantum Mechanics and Applications stochastic dynamics and bifurcation

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
4 January 2026