THE ROLE OF ARTIFICIAL INTELLIGENCE (AI) IN MACEDONIAN LANGUAGE TEACHING AND ETHNICAL CHALLENGES
THE ROLE OF ARTIFICIAL INTELLIGENCE (AI) IN MACEDONIAN LANGUAGE TEACHING AND ETHNICAL CHALLENGES

Summary/Abstract: Artificial intelligence (AI) represents one of the most significant technological advancements offering the potential for profound transformation of the educational system in the Republic of North Macedonia, while simultaneously posing particularly complex challenges in Macedonian language instruction. This paper systematically analyzes the dual role of AI tools in primary and secondary education, focusing on the potential for advancing pedagogical practice and the necessity of addressing the serious ethical dilemmas it imposes (UNESCO, 2024). The integration of AI into the national education system is an active process supported by the Ministry of Education and Science (MES), which, through cooperation with the private sector, is already conducting advanced training for teachers on the use of "AI in the classroom" (MES, 2025). On the one hand, AI offers robust solutions for personalized learning of the Macedonian language, adapting the pace, content, and complexity of materials according to the individual needs of the student. Speech recognition tools and virtual tutors, such as Talkio AI (2025), enable interactive pronunciation practice and immediate feedback on grammar and syntax, which is particularly useful for students facing the specific challenges of this South Slavic language (CLASSLA, 2024). AI also contributes to the automation of teachers' administrative tasks, such as generating tests and tracking progress, thereby freeing up time for direct mentoring and educational work. These systems, using machine learning, can inform educators about student engagement and progress, improving the overall efficiency of instruction (McNulty, 2024; ResPublica, 2023). However, the rapid introduction of these technologies encounters significant ethical and pedagogical barriers. Firstly, there is a risk of dependency and reduction of critical thinking among students who overly rely on generative models for writing essays and solving assignments, which can jeopardize their creativity and ability to analyze (Lee, et al., 2025). Secondly, the issue of personal data protection is crucial, considering that educational AI tools collect sensitive performance data, and the national legal framework for AI is still under development and alignment with the Personal Data Protection Law (Ittefaq, et al., 2025). Thirdly, the potential for algorithmic bias (especially gender-based) is emphasized, as models are trained on data that reflects existing societal inequalities (Baker & Hawn, 2021). An additional challenge is digital inequality in access to modern tools and the lack of clear policies for ethical use (Simovski, 2025). The implementation of AI in instruction requires a responsible and controlled strategy that minimizes risks and maximizes educational benefit. This paper concludes that the path to successful integration into Macedonian language teaching is not through a unilateral ban, but through systematic training of the teaching staff, development of national guidelines for ethical use, and active cultivation of critical thinking among students, ensuring that AI remains a tool that complements and enhances the educational process, rather than a replacement for the teacher as a mentor.

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