Bounded Autoresearch: Operator-Constrained Automation in Transcript-Derived Research Systems

This research object contains the full artifact bundle for the working paper: "Bounded Autoresearch: Operator-Constrained Automation in Transcript-Derived Research Systems." The paper describes a bounded automation architecture for research systems in which automated operators generate candidate research actions that must pass through human admissibility judgment before altering working state. The architecture preserves a non-erasing transcript archive and ensures that all research actions remain reconstructable from retained evidence. The archive contains the publication PDF, the rebuildable manuscript source, machine-readable tables, the reproducible figure source, and the transcript artifacts documenting the design, interpretation, and assembly of the research object. The paper is part of the Reflexive Laboratory working paper series examining transcript-derived research systems and AI-assisted research infrastructures. Repository DOI: 10.5281/zenodo.19026495

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-15
DOI
https://doi.org/10.5281/zenodo.19026495
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
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article

Bounded Autoresearch: Operator-Constrained Automation in Transcript-Derived Research Systems

Peter Bell
Zenodo (CERN European Organization for Nuclear Research)
Scientific Computing and Data Management
article

Bounded Autoresearch: Operator-Constrained Automation in Transcript-Derived Research Systems

Peter Bell
article en

Abstract

This research object contains the full artifact bundle for the working paper: "Bounded Autoresearch: Operator-Constrained Automation in Transcript-Derived Research Systems." The paper describes a bounded automation architecture for research systems in which automated operators generate candidate research actions that must pass through human admissibility judgment before altering working state. The architecture preserves a non-erasing transcript archive and ensures that all research actions remain reconstructable from retained evidence. The archive contains the publication PDF, the rebuildable manuscript source, machine-readable tables, the reproducible figure source, and the transcript artifacts documenting the design, interpretation, and assembly of the research object. The paper is part of the Reflexive Laboratory working paper series examining transcript-derived research systems and AI-assisted research infrastructures. Repository DOI: 10.5281/zenodo.19026495

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 19%
Scientific Computing and Data Management
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