The affiliation of Aigerim Yerimbetova was erroneously given as: 3Institute of Information and Computing Technologies, Almaty, Kazakhstan. It should be:
3Institute of Information and Computational Technologies CS MSHE RK, Almaty, Kazakhstan
4School of Engineering and Information Technology, META University, Almaty, Kazakhstan
The affiliation of Valiya Ramazanova was erroneously given as: 1Faculty of Information Technology, L. N. Gumilyov Eurasian National University, Astana, Kazakhstan. It should be:
1Faculty of Information Technology, L. N. Gumilyov Eurasian National University, Astana, Kazakhstan
6M. Utemisov West Kazakhstan University, Uralsk, Kazakhstan
The affiliation of Zhanna Sadirmekova was erroneously given as: 2School of AI and Data Science, Astana IT University, Astana, Kazakhstan. It should be:
5School of Software Engineering, Astana IT University, Astana, Kazakhstan
The affiliation “Institute of Information and Computational Technologies CS MSHE RK, Almaty, Kazakhstan” was erroneously written as “Institute of Information and Computing Technologies, Almaty, Kazakhstan.”
The original version of this article has been updated.
Statements
Publisher’s note
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.
Summary
Keywords
professional standards, competencies, artificial intelligence, GPT, formalization, competency map
Citation
Mukashova A, Tussupov J, Serikbayeva S, Mukhanova A, Sergaziyev M, Sambetbayeva M, Yerimbetova A, Lamasheva Z, Sadirmekova Z and Ramazanova V (2026) Correction: AI-driven framework for automated competency formalization: from professional standards to adaptive learning outcomes. Front. Comput. Sci. 8:1798362. doi: 10.3389/fcomp.2026.1798362
Received
28 January 2026
Revised
01 February 2026
Accepted
06 February 2026
Published
24 February 2026
Approved by
Frontiers Editorial Office, Frontiers Media SA, Switzerland
Volume
8 - 2026
Updates
Copyright
© 2026 Mukashova, Tussupov, Serikbayeva, Mukhanova, Sergaziyev, Sambetbayeva, Yerimbetova, Lamasheva, Sadirmekova and Ramazanova.
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) and the copyright owner(s) 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: Jamalbek Tussupov, tussupov_da@enu.kz; Sandugash Serikbayeva, serikbayeva_sk_2@enu.kz
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.