Sovereignty and usages of Generative Artificial Intelligence in Academic Work

Generative Artificial Intelligence (AI), particularly Large Language Models, are increasingly adopted within academic settings to accelerate research and enhance or evolve pedagogical practices. While initially serving as an assistant to lecturers-researchers, questions arise regarding their legitimacy and potential biases. This article aims to uncover the reality of AI integration through a simplified questionnaire. Based on our findings, we propose a locally implemented and sovereign approach to generative AI solutions to address concerns such as data research sovereignty.

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Published
2025-08-18
DOI
https://doi.org/10.1109/gaclm67198.2025.11232118
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
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article

Sovereignty and usages of Generative Artificial Intelligence in Academic Work

Myriam Lamolle, Julien Lesbegueries
Artificial Intelligence in Healthcare and Education
article

Sovereignty and usages of Generative Artificial Intelligence in Academic Work

Myriam Lamolle, Julien Lesbegueries
article en

Abstract

Generative Artificial Intelligence (AI), particularly Large Language Models, are increasingly adopted within academic settings to accelerate research and enhance or evolve pedagogical practices. While initially serving as an assistant to lecturers-researchers, questions arise regarding their legitimacy and potential biases. This article aims to uncover the reality of AI integration through a simplified questionnaire. Based on our findings, we propose a locally implemented and sovereign approach to generative AI solutions to address concerns such as data research sovereignty.

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Artificial Intelligence in Healthcare and Education
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