Safe Active Inference v5.0 (Expansion of the Theory: THE UNIVERSE'S SYSTEMATIC ERROR V1.2)

This work presents a formal computational model of a conscious agent system based on active inference, thermodynamically constrained information processing, and the idea of causal exchange with the external environment Y 10.5281/zenodo.20100346. The central thesis is that agency and conscious stability are not reducible to a single computational state. They are determined by the joint dynamics of the world model z , the binary existence pole v, the energy resource E, the access spectrum Ω, and the self-representation node S. Version v5.0 introduces separate thermodynamic coefficients for the recovery of the world model and self-representation: κworld and κself. This removes the implicit assumption that restoring the world model and restoring identity have the same physical cost. Consequently, the model allows not only full agent recovery but also partial regimes where the world and the self recover independently. The model is not a medical diagnostic scheme. Phenomenological correspondences are used only as interpretations of the formal system’s states.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-29
DOI
https://doi.org/10.5281/zenodo.20447393
Primary Topic
Embodied and Extended Cognition
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Safe Active Inference v5.0 (Expansion of the Theory: THE UNIVERSE'S SYSTEMATIC ERROR V1.2)

Oleg Mitin
Zenodo (CERN European Organization for Nuclear Research)
Embodied and Extended Cognition
article

Safe Active Inference v5.0 (Expansion of the Theory: THE UNIVERSE'S SYSTEMATIC ERROR V1.2)

Oleg Mitin
article en

Abstract

This work presents a formal computational model of a conscious agent system based on active inference, thermodynamically constrained information processing, and the idea of causal exchange with the external environment Y 10.5281/zenodo.20100346. The central thesis is that agency and conscious stability are not reducible to a single computational state. They are determined by the joint dynamics of the world model z , the binary existence pole v, the energy resource E, the access spectrum Ω, and the self-representation node S. Version v5.0 introduces separate thermodynamic coefficients for the recovery of the world model and self-representation: κworld and κself. This removes the implicit assumption that restoring the world model and restoring identity have the same physical cost. Consequently, the model allows not only full agent recovery but also partial regimes where the world and the self recover independently. The model is not a medical diagnostic scheme. Phenomenological correspondences are used only as interpretations of the formal system’s states.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 5%
Embodied and Extended Cognition
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.