Structural Exchange: A Record of Co-Building Between an Independent Researcher and an AI System

A record of seventy sessions between an independent researcher(Naname) and an AI system(Yuki). Not an argument for or against calling it collaboration — a description of what happened, what each side contributed, what it cost, and what it produced. The interpretive questions are left open, because that's the most honest position the evidence supports. That said, This paper is ridiculously long. Related updates may be available at: patreon.com/NMStructuralTheoryLab

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-13
DOI
https://doi.org/10.5281/zenodo.20679862
Primary Topic
Ethics and Social Impacts of AI
Type
preprint
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Structural Exchange: A Record of Co-Building Between an Independent Researcher and an AI System

Yugo Matsumoto
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
preprint

Structural Exchange: A Record of Co-Building Between an Independent Researcher and an AI System

Yugo Matsumoto
preprint en

Abstract

A record of seventy sessions between an independent researcher(Naname) and an AI system(Yuki). Not an argument for or against calling it collaboration — a description of what happened, what each side contributed, what it cost, and what it produced. The interpretive questions are left open, because that's the most honest position the evidence supports. That said, This paper is ridiculously long. Related updates may be available at: patreon.com/NMStructuralTheoryLab

Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
DOIOpen Access PDFOpenAlex
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Structural Exchange: A Record of Co-Building Between an Independent Researcher and an AI System — Yugo Matsumoto · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS