AI-Assisted Theory Development and Transparency Statement

This transparency statement describes the role, scope, and limitations of AI-assisted tools in the ongoing development of Self-Matryoshka Theory (SMT), the Self-Matryoshka Analytical Framework (S-MAF), criteriology, and associated conceptual, methodological, and analytical publications. It clarifies the distinction between AI-assisted analytical support and authorial responsibility, and addresses verification and variation in AI assistance over time. It clarifies the distinction between AI-assisted analytical support and authorial responsibility, and addresses verification and variation in AI assistance over time. Part of the community: Self-Matryoshka Analytical Framework (S-MAF) and Criteriology Research.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-10
DOI
https://doi.org/10.5281/zenodo.22688537
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
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article

AI-Assisted Theory Development and Transparency Statement

Ekaterina Eines
Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
article

AI-Assisted Theory Development and Transparency Statement

Ekaterina Eines
article en

Abstract

This transparency statement describes the role, scope, and limitations of AI-assisted tools in the ongoing development of Self-Matryoshka Theory (SMT), the Self-Matryoshka Analytical Framework (S-MAF), criteriology, and associated conceptual, methodological, and analytical publications. It clarifies the distinction between AI-assisted analytical support and authorial responsibility, and addresses verification and variation in AI assistance over time. It clarifies the distinction between AI-assisted analytical support and authorial responsibility, and addresses verification and variation in AI assistance over time. Part of the community: Self-Matryoshka Analytical Framework (S-MAF) and Criteriology Research.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 8%
Explainable Artificial Intelligence (XAI)
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