ORIGINAL RESEARCH article
Front. Educ.
Sec. Digital Education
This article is part of the Research TopicInnovative Approaches to Developing Technology Awareness, Competence, and Skills across Academic DisciplinesView all 3 articles
Engagement with AI in teacher education – discourses, processes of domestication and dynamics of transformation
Provisionally accepted- Oslo Metropolitan University, Oslo, Norway
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
The public introduction of ChatGPT in 2022 marked a turning point in mainstream awareness of artificial intelligence (AI), catalyzing widespread debates on what it was, what it could be used for and how this would alter our world. In the domain of higher education, AI was framed as a transformative tool for knowledge production and pedagogical innovation, contingent on users' critical technological awareness and competence. This study explores how AI was introduced, interpreted, and acted upon within a teacher education context in the aftermath of the ChatGPT release. It takes the authors' own university faculty and an interdisciplinary digitalization network as its case and employs a methodology that combines a reflexive and autoethnographic approach with document and survey data analysis. By way of using discourse, domestication and social mechanisms as analytical concepts we identify central events, arguments and controversies in the larger context and discuss local 'taming' processes and dynamics. Our findings highlight both opportunities and challenges in integrating AI into teacher education. While the introduction of AI did set in motion transformations of established practices, it varied how these transformations were understood and seen. When AI increasingly became ingrained and automated in teacher educators work technology, lack of institutional strategies to guide AI use in teacher educator practices individualized responsibilities and diversified orientations to and applications of AI in pedagogical processes. In this situation bottom-up organized discussion networks among colleagues from different teacher educator departments and subject fields scaffolded reflexive and transformative discussions and engagements with AI, as a context where taken-for granted knowledge and perspectives about these emergent technologies could be opened, vocalized, experimented with and challenged.
Keywords: artificial intelligence, Discourses, Domestication, dynamics, Teacher Education, transformation
Received: 27 Aug 2025; Accepted: 03 Dec 2025.
Copyright: © 2025 Storm-Mathisen, Giæver, Helle-Valle, Engen and Karstensen. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Ardis Storm-Mathisen
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
