Lack Kernel – Preliminary Experiment

This experiment implements a minimal coherence-maintenance model to explore how a system’s coherence evolves under stochastic lack (perturbation). Coherence is defined as alignment between the system’s state and a slow memory variable. As lack increases, coherence tends to decrease. While minimal, this kernel is pluggable and could be used in adaptive systems (like games, robots, or AI agents) where stability or regulation is needed. The kernel is not a final validation of IPM claims; ensemble runs and further tests are necessary.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-31
DOI
https://doi.org/10.5281/zenodo.20477692
Primary Topic
Reliability and Maintenance Optimization
Type
preprint
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preprint

Lack Kernel – Preliminary Experiment

Taotuner
Zenodo (CERN European Organization for Nuclear Research)
Reliability and Maintenance Optimization
preprint

Lack Kernel – Preliminary Experiment

Taotuner
preprint en

Abstract

This experiment implements a minimal coherence-maintenance model to explore how a system’s coherence evolves under stochastic lack (perturbation). Coherence is defined as alignment between the system’s state and a slow memory variable. As lack increases, coherence tends to decrease. While minimal, this kernel is pluggable and could be used in adaptive systems (like games, robots, or AI agents) where stability or regulation is needed. The kernel is not a final validation of IPM claims; ensemble runs and further tests are necessary.

Zenodo (CERN European Organization for Nuclear Research)
Reliability and Maintenance Optimization
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Lack Kernel – Preliminary Experiment — Taotuner · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS