Semantic Energy as a Bridge: From Reflective Meaning to a Measurable Quantity

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Authors: Toeda Taiko
Cited by: 2

Abstract

This short bridge paper connects the speculative origin vocabulary of the MOBIUS corpus to the more formal mathematics of bounded reflection. It carries one deliberately narrow idea: the project’s notion of “meaning” can be made measurable, at the interface level, by defining semantic energy as E_sem = I(Y;Z), the Shannon mutual information between a semantic source Y and an internal representation Z. This quantity is classical, dimensionless, and measured in bits or nats; it is not a new physical energy and introduces no new physics. The paper links the origin corpus’s idea of meaning equilibrium to RZGM’s formal meaning potential and then to mutual-information-based semantic energy, which MUSE later uses as a primitive for semantic gain and admissible reflective movement. The bridge is FEP-neutral by design: the Free-Energy Principle discussion is handled in the separate FEP-track paper. The full Semantic Interface Model remains a non-deposited, author-held technical source with no DOI.

Fields of Study & Subjects

Philosophy and Theoretical Science Embodied and Extended Cognition Origins and Evolution of Life

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
17 June 2026
Language
EN
Document type
Preprint