Conservative Motion Theory – I Series V Unified Information Conservation and the Observer–AI Principle

Kawasaki, Hideyo

Published Nov 19, 2025• 0 citations

Abstract

We complete the Information Series of the Conservative Motion Theory (CMT) byformulating a universal principle of information conservation that unifies classical information,statistical geometry, quantum information, and observer-dependent learning systems. Everylearning process—human cognition, AI training, or quantum measurement—is governed by asingle Fredholm information spectrum whose κ → 0+ limit yields a conserved quantity acrossclassical, geometric, and quantum domains. This provides a unified theory of information,cognition, and artificial intelligence within the CMT framework.

DOI: 10.5281/zenodo.17648170

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