Scientific and methodological foundations for the safe, ethical, and effective use of artificial intelligence in vocational education institutions : preprint

Пригодій, Микола Анатолійович (orcid.org/0000-0001-5351-0002), Гуржій, А.М. (orcid.org/0000-0002-2797-5831), Белан, Владислав Юрійович (orcid.org/0000-0002-7015-6508), Романов, Л.А. (orcid.org/0000-0002-1297-3331), Кушнір, Вадим Володимирович (orcid.org/0000-0002-9495-2752), Волошин, Андрій Михайлович (orcid.org/0000-0002-8883-9681), Голуб, І.І. (orcid.org/0000-0001-9008-6255), Волошинова, І.В. (orcid.org/0009-0009-4833-3772) and Семеренко, Ж.М. (orcid.org/0000-0002-3647-7412) (2026) Scientific and methodological foundations for the safe, ethical, and effective use of artificial intelligence in vocational education institutions : preprint . Інститут професійної освіти НАПН України, м. Київ, Україна.

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Abstract

The preprint substantiates the scientific and methodological foundations for the safe, ethical and effective use of artificial intelligence (AI) technologies in vocational education and training (VET) institutions. A conceptual framework is proposed that combines three interrelated dimensions of responsible AI use – safety, ethics and effectiveness – with the cross-cutting principle of human oversight: AI suggests, the teacher verifies, and a human makes and is accountable for the decision. The material is organised into six modules: theoretical foundations of AI in vocational education; safe use of AI (personal data protection, information security and cyber risks, selection of digital tools, prevention of misuse); ethical foundations (ethical principles, prevention of algorithmic discrimination, academic integrity and transparency); effective use of AI in the educational process (pedagogical appropriateness, personalised learning, support for teachers and vocational trainers, limits of automation); organisational and methodological foundations of implementation (legal and regulatory framework, distribution of roles, development of teachers’ digital and ethical competence); practical tools and examples. The theoretical basis comprises the recommendations of UNESCO and the European Commission, Regulation (EU) 2024/1689, the Council of Europe Framework Convention on Artificial Intelligence, Ukrainian legislation and the recommendations of the Ministry of Education and Science and the Ministry of Digital Transformation of Ukraine, as well as current research on AI in education. The practical value lies in the algorithms, checklists, prompt and disclosure templates, and examples from STEM and STEAM projects implemented in VET institutions.

Item Type:	Book
Keywords:	artificial intelligence, vocational education and training, VET institution, safe use of AI, AI ethics, academic integrity, personal data protection, human oversight, teachers’ digital competence, generative AI
Subjects:	Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.9 Application-oriented computer-based techniques Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 3 Social Sciences > 37 Education > 37.01/.09 Special auxiliary table for theory, principles, methods and organization of education > 37.02 General questions of didactics and method Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 3 Social Sciences > 37 Education > 37.01/.09 Special auxiliary table for theory, principles, methods and organization of education > 37.09 Organization of instruction Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 3 Social Sciences > 37 Education > 377 Specialized instruction. Vocational, technical, professional training. Vocational colleges, institutes. Polytechnics
Divisions:	Institute of Vocational Education > Department of Digital Educational Resources
Depositing User:	Микола Анатолійович Пригодій
Date Deposited:	26 Oct 2026 08:16
Last Modified:	26 Oct 2026 08:16
URI:	https://lib.iitta.gov.ua/id/eprint/750586

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