A Symbiotic Equalization Speed-Limit Note

Proof-reconciled bounded methods note on the slow eigenmode of a two-partner symmetric relaxation model. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-01
DOI
https://doi.org/10.5281/zenodo.22236495
Primary Topic
Opinion Dynamics and Social Influence
Type
preprint
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preprint

A Symbiotic Equalization Speed-Limit Note

Justin Hart
Zenodo (CERN European Organization for Nuclear Research)
Opinion Dynamics and Social Influence
preprint

A Symbiotic Equalization Speed-Limit Note

Justin Hart
preprint en

Abstract

Proof-reconciled bounded methods note on the slow eigenmode of a two-partner symmetric relaxation model. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

Zenodo (CERN European Organization for Nuclear Research)
University of Providence (US)
Opinion Dynamics and Social Influence
DOIOpen Access PDFOpenAlex
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A Symbiotic Equalization Speed-Limit Note — Justin Hart · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS