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

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.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-17
DOI
https://doi.org/10.5281/zenodo.20732757
Primary Topic
Philosophy and Theoretical Science
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

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

Toeda Taiko
Zenodo (CERN European Organization for Nuclear Research)
Philosophy and Theoretical Science
preprint

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

Toeda Taiko
preprint en

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.

Zenodo (CERN European Organization for Nuclear Research)
Yulius (NL)
Philosophy and Theoretical Science
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.