Structured Analysis Modes: A Proposal for an Architectural Extension to Large Language Models

This article argues for extending standard LLM interfaces with 'Structured Analysis Modes' to enable the use of external architectural protocols. Using the FAIR-DO protocol as a case study, it demonstrates how this addresses LLMs' 'methodological blindness'. The paper provides a concrete technical specification for the feature and discusses key implementation considerations.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-09
DOI
https://doi.org/10.5281/zenodo.18196282
Primary Topic
Library Science and Information Systems
Type
article
Field-Weighted Citation Impact
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article

Structured Analysis Modes: A Proposal for an Architectural Extension to Large Language Models

George A. Bondarenko
Zenodo (CERN European Organization for Nuclear Research)
Library Science and Information Systems
article

Structured Analysis Modes: A Proposal for an Architectural Extension to Large Language Models

George A. Bondarenko
article en

Abstract

This article argues for extending standard LLM interfaces with 'Structured Analysis Modes' to enable the use of external architectural protocols. Using the FAIR-DO protocol as a case study, it demonstrates how this addresses LLMs' 'methodological blindness'. The paper provides a concrete technical specification for the feature and discusses key implementation considerations.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 95%
Library Science and Information Systems
DOIOpen Access PDFOpenAlex
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Structured Analysis Modes: A Proposal for an Architectural Extension to Large Language Models — George A. Bondarenko · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS