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3.  Prioritize  Ethical  Oversight:  Developers  should  use  diverse  datasets  to
                     minimize linguistic bias and ensure robust data privacy protocols are in place
                     to protect user information.
                  Future research should explore the integration of Augmented Reality (AR) with
            AI to create immersive, situated learning environments.

                  REFERENCES
                        1.  Amin, M. Y. M. (2023). AI and Chat GPT in language teaching: Enhancing
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                 https://doi.org/10.33422/ijhep.v4i4.554
                        2.  Elycheikh, A., Mitereva, S., & Ponce, M. L. (2025). Critical integration of
                 generative  AI  in  higher  education:  Cognitive,  pedagogical  and  ethical
                 perspectives.  London  Journal  of  Research  in  Humanities  and  Social  Science,
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                        3.  Flückiger,  A.,  et  al.  (2025).  A  comparison  of  translation  performance
                 between DeepL and Supertext. arXiv preprint.  https://arxiv.org/abs/2502.02577
                        4.  Iglesias, V. B., & Doğru, G. (2025). AI agents: An exploration of machine
                 translation quality and costs. arXiv preprint. https://arxiv.org/abs/2505.01560
                        5.  Katiyar,  N.,  et  al.  (2024).  AI‑driven  personalized  learning  systems:
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                        6.  Liu, L. (2024). Impact of AI gamification on EFL learning outcomes and
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                        7.  Vornachev, A., et al. (2024). Is artificial intelligence a utopia or the future
                 of foreign language learning? Arab World English Journal (AWEJ)               .
                        8.  Yin, H., & Chen, Y. (2025). Ethical implications and pedagogical efficacy
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                 2025, 1–10.
                        9.  Yuan,  H.  (2025).  Artificial  intelligence  in  language  learning:  Biometric
                 feedback      and     adaptive      reading.     Humanities       and     Social    Sciences
                 Communications, 12, Article 556. https://doi.org/10.1057/s41599-025-04878-w
































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