Generative AI as a Personal Tutor for English Language Learning: A Review of Benefits and Concerns
International Journal of Changes in Education, 3(3), 2026, 295-304, https://doi.org/10.47852/bonviewIJCE52023724
Online publication date: Jun 13, 2025
Publication date: Aug 09, 2026
ABSTRACT
This review article aims to discuss the role of generative artificial intelligence (AI) as a personal tutor, particularly for learning English. Drawing on secondary sources, the article examines the potential of AI tools like Chat Generative Pre-Trained Transformer (ChatGPT) to function as personal tutors in English language learning. To achieve its aim, the article explores various functions of generative AI as a personal tutor. It then outlines key benefits of AI as a personal tutor in the context of English language teaching before briefly discussing three case studies of AI tools, such as ChatGPT, Gemini, and Khanmigo, which can be used as a personal tutor for language learning. The article then turns the discussion into several concerns associated with the use of generative AI as a personal tutor. Key concerns were related to academic dishonesty; false information; biased assessment; a lack of quality feedback and interaction; accessibility issues; psychological and social concerns; challenges concerning identity, diversity, and culture; teachers’ and students’ lack of preparedness; and AI overuse and overreliance. The article concludes with recommendations for policy, practice, and research. Specifically, it is suggested that teachers and students should experiment with AI tools and make use of AI technology to their advantage.
KEYWORDS
CITATION (APA)
Pang, S., Nol, E., & Heng, K. (2026). Generative AI as a Personal Tutor for English Language Learning: A Review of Benefits and Concerns. International Journal of Changes in Education, 3(3), 295-304. https://doi.org/10.47852/bonviewIJCE52023724
Harvard
Pang, S., Nol, E., and Heng, K. (2026). Generative AI as a Personal Tutor for English Language Learning: A Review of Benefits and Concerns. International Journal of Changes in Education, 3(3), pp. 295-304. https://doi.org/10.47852/bonviewIJCE52023724
Vancouver
Pang S, Nol E, Heng K. Generative AI as a Personal Tutor for English Language Learning: A Review of Benefits and Concerns. International Journal of Changes in Education. 2026;3(3):295-304. https://doi.org/10.47852/bonviewIJCE52023724
AMA
Pang S, Nol E, Heng K. Generative AI as a Personal Tutor for English Language Learning: A Review of Benefits and Concerns. International Journal of Changes in Education. 2026;3(3), 295-304. https://doi.org/10.47852/bonviewIJCE52023724
Chicago
Pang, Samarnh, Engheang Nol, and Kimkong Heng. "Generative AI as a Personal Tutor for English Language Learning: A Review of Benefits and Concerns". International Journal of Changes in Education 2026 3 no. 3 (2026): 295-304. https://doi.org/10.47852/bonviewIJCE52023724
MLA
Pang, Samarnh et al. "Generative AI as a Personal Tutor for English Language Learning: A Review of Benefits and Concerns". International Journal of Changes in Education, vol. 3, no. 3, 2026, pp. 295-304. https://doi.org/10.47852/bonviewIJCE52023724
REFERENCES
- Du-Harpur, X., Watt, F. M., Luscombe, N. M., & Lynch, M. D. (2020). What is AI? Applications of artificial intelligence to dermatology. British Journal of Dermatology, 183(3), 423–430.
- Brown, T., Mann, B., Ryder, N., Subbiah, M., Kaplan, J. D., Dhariwal, P., ... & Amodei, D. (2020). Language models are few-shot learners. Advances in Neural Information Processing Systems, 33, 1877–1901. https://proceedings.neurips.cc/paper/2020/file/1457c0d6bfcb4967418bfb8ac142f64a-Paper.pdf
- García-Peñalvo, F., & Vázquez-Ingelmo, A. (2023). What do we mean by GenAI? A systematic mapping of the evolution, trends, and techniques involved in generative AI. International Journal of Interactive Multimedia and Artificial Intelligence, 8(4), 7–16. https://doi.org/10.9781/ijimai.2023.07.006
- Soori, M., Arezoo, B., & Dastres, R. (2023). Artificial intelligence, machine learning and deep learning in advanced robotics, a review. Cognitive Robotics, 3, 54–70. https://doi.org/10.1016/j.cogr.2023.04.001
- Sol, K., & Heng, K. (2024). AI-powered chatbots as personalized academic writing assistants for non-native English speakers. In M. A. Peters, & R. Heraud (Eds.), Encyclopedia of educational innovation (pp. 1–5), Springer. https://doi.org/10.1007/978-981-13-2262-4_313-1
- Pang, S., Nol, E., & Heng, K. (2024). ChatGPT-4o for English language teaching and learning: Features, applications, and future prospects. Cambodian Journal of Educational Research, 4(1), 35–56. https://doi.org/10.62037/cjer.2024.04.01.03
- Lin, C. C., Huang, A. Y., & Lu, O. H. (2023). Artificial intelligence in intelligent tutoring systems toward sustainable education: A systematic review. Smart Learning Environments, 10(1), 41. https://doi.org/10.1186/s40561-023-00260-y
- Mohamed, A. M. (2024). Exploring the potential of an AI-based Chatbot (ChatGPT) in enhancing English as a Foreign Language (EFL) teaching: Perceptions of EFL Faculty Members. Education and Information Technologies, 29(3), 3195–3217. https://doi.org/10.1007/s10639-023-11917-z
- Tang, J., & Foley, J. (2022). A case study on the effectiveness of applying content and language integrated learning in an artificial intelligence English reading course. Arab World English Journal, 13(3), 236–253. https://doi.org/10.24093/awej/vol13no3.15
- Temsah, M. H., Jamal, A., Khalid, A., Temsah, A. A., & Malki, K. H. (2024). OpenAI o1-preview vs. ChatGPT in healthcare: A new frontier in medical AI reasoning. Cureus, 16(10): e70640. https://doi.org/10.7759/cureus.70640
- Solak, E. (2024). Revolutionizing language learning: How ChatGPT and AI are changing the way we learn languages. International Journal of Technology in Education, 7(2), 353–372. https://doi.org/10.46328/ijte.732
- Chen, M., Liu, F., & Lee, Y. H. (2022). My tutor is an AI: The effects of involvement and tutor type on perceived quality, perceived credibility, and use intention. In H. Degen, & S. Ntoa (Eds.), Artificial intelligence in HCI. Springer. https://doi.org/10.1007/978-3-031-05643-7_15
- Graefen, B., & Fazal, N. (2024). From chat bots to virtual tutors: An overview of Chat GPT’s role in the future of education. Archives of Pharmacy Practice, 15(2), 43–52. https://doi.org/10.51847/TOuppjEDSX
- Kang, B. O., Jeon, H. B., & Lee, Y. K. (2024). AI-based language tutoring systems with end-to-end automatic speech recognition and proficiency evaluation. ETRI Journal, 46(1), 48–58. https://doi.org/10.4218/etrij.2023-0322
- Mynott, G. (2016). Personal tutoring: positioning practice in relation to policy. Innovations in Practice, 10(2), 103–112. https://doi.org/10.24377/LJMU.iip.vol10iss2article95
- Graesser, A. C., Wiemer-Hastings, K., Wiemer-Hastings, P., Kreuz, R., & Group, Tutoring Research. (1999). AutoTutor: A simulation of a human tutor. Cognitive Systems Research, 1(1), 35–51. https://doi.org/10.1016/s1389-0417(99)00005-4
- Nkambou, R., Bourdeau, J., & Mizoguchi, R. (2010). Introduction: What are intelligent tutoring systems, and why this book? In R. Nkambou, J. Bourdeau, & R. Mizoguchi (Eds.), Advances in intelligent tutoring systems. Studies in computational intelligence (pp. 361–375). Springer. https://doi.org/10.1007/978-3-642-14363-2_1
- Koedinger, K. R., & Corbett, A. (2006). Cognitive tutors: Technology bringing learning sciences to the classroom. In R. K. Sawyer (Ed.), The Cambridge handbook of the learning sciences (pp. 135–168). Cambridge University Press.
- Moybeka, A., Syariatin, N., Tat, D., Mushthoza, D. A., Dewi, N. P. J. L., & Tineh, S. (2023). Artificial intelligence and English classroom: The implications of AI toward EFL students’ motivation. Edumaspul: Jurnal Pendidikan, 7(2), 2444–2454. https://doi.org/10.33487/edumaspul.v7i2.6669
- Harry, A. (2023). Role of AI in education. Interdisciplinary Journal and Humanity, 2(3), 260–268. https://doi.org/10.58631/injurity.v2i3.52
- Li, R. (2020). Using artificial intelligence in learning English as a foreign language: An examination of IELTS Liulishuo as an online platform. Journal of Higher Education Research, 1(2), 85–89. https://doi.org/10.32629/jher.v1i2.178
- Hang, Y., Khan, S., Alharbi, A., & Nazir, S. (2024). Assessing English teaching linguistic and artificial intelligence for efficient learning using analytical hierarchy process and technique for order of preference by similarity to ideal solution. Journal of Software: Evolution and Process, 36(2), e2462. https://doi.org/10.1002/smr.2462
- VanLehn, K. (2011). The relative effectiveness of human tutoring, intelligent tutoring systems, and other tutoring systems. Educational Psychologist, 46(4), 197–221. https://doi.org/10.1080/00461520.2011.611369
- Cucchiarini, C., Neri, A., & Strik, H. (2009). Oral proficiency training in Dutch L2: The contribution of ASR-based corrective feedback. Speech Communication, 51(10), 853–863. https://doi.org/10.1016/j.specom.2009.03.003
- Burstein, J., Kukich, K., Wolff, S., Chi, L., & Chodorow, M. (2003). The e-rater scoring engine: Automated essay scoring with natural language processing. In M. D. Shermis, & J. Burstein (Eds.), Automated essay scoring: A cross-disciplinary perspective (pp. 113–121). Routledge.
- McNamara, D. S., Levinstein, I. B., & Boonthum, C. (2004). iSTART: Interactive strategy training for active reading and thinking. Behavior Research Methods, Instruments, & Computers, 36(2), 222–233. https://doi.org/10.3758/bf03195567
- Heilman, M., & Eskenazi, M. (2007). Application of automatic thesaurus extraction for computer generation of vocabulary questions. In Workshop on Speech and Language Teaching in Educationn, 65–68. ISCA Archive. https://doi.org/10.21437/slate.2007-19
- Kumar, R., Rosé, C. P., Wang, Y. C., Joshi, M., & Robinson, A. (2007). Tutorial dialogue as adaptive collaborative learning support. Frontiers in Artificial Intelligence and Applications, 158, 383.
- Muthmainnah, Ibna Seraj, P. M., & Oteir, I. (2022). Playing with AI to investigate human-computer interaction technology and improving critical thinking skills to pursue 21st century age. Education Research International, 2022(1), 1–17. https://doi.org/10.1155/2022/6468995
- Jegede, O. O. (2024). Artificial intelligence and English language learning: Exploring the roles of AI-driven tools in personalizing learning and providing instant feedback. Universal Library of Languages and Literatures, 1(2), 6–19. https://doi.org/10.70315/uloap.ullli.2024.0102002
- Chen, Y., Jensen, S., Albert, L. J., Gupta, S., & Lee, T. (2023). Artificial intelligence (AI) student assistants in the classroom: Designing chatbots to support student success. Information Systems Frontiers, 25(1), 161–182. https://doi.org/10.1007/s10796-022-10291-4
- Arini, D. N., Hidayat, F., Winarti, A., & Rosalina, E. (2022). Artificial intelligence (AI)-based mobile learning in ELT for EFL learners: The implementation and learners’ attitudes. International Journal of Educational Studies in Social Sciences, 2(2), 88–95. https://doi.org/10.53402/ijesss.v2i2.40
- Tlili, A., Shehata, B., Adarkwah, M. A., Bozkurt, A., Hickey, D. T., Huang, R., & Agyemang, B. (2023). What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education. Smart Learning Environments, 10(1), 15. https://doi.org/10.1186/s40561-023-00237-x
- Wei, L. (2023). Artificial intelligence in language instruction: Impact on English learning achievement, L2 motivation, and self-regulated learning. Frontiers in Psychology, 14, 1–14. https://doi.org/10.3389/fpsyg.2023.1261955
- Chen, Y. C. (2024). Effects of technology-enhanced language learning on reducing EFL learners’ public speaking anxiety. Computer Assisted Language Learning, 37(4), 789–813. https://doi.org/10.1080/09588221.2022.2055083
- Marzuki, Widiati, U, Rusdin., D, Darwin., & Indrawati, I. (2023). The impact of AI writing tools on the content and organization of students’ writing: EFL teachers’ perspective. Cogent Education, 10(2), 1–17. https://doi.org/10.1080/2331186x.2023.2236469
- Song, C., & Song, Y. (2023). Enhancing academic writing skills and motivation: assessing the efficacy of ChatGPT in AI-assisted language learning for EFL students. Frontiers in Psychology, 14, 1260843. https://doi.org/10.3389/fpsyg.2023.1260843
- Huang, C., Zhang, Z., Mao, B., & Yao, X. (2022). An overview of artificial intelligence ethics. IEEE Transactions on Artificial Intelligence, 4(4), 799–819. https://doi.org/10.1109/TAI.2022.3194503
- Carlson, M., Pack, A., & Escalante, J. (2023). Utilizing OpenAI’s GPT-4 for written feedback. TESOL Journal, 759, e759. https://doi.org/10.1002/tesj.759
- Zou, B., Du, Y., Wang, Z., Chen, J., & Zhang, W. (2023). An investigation into artificial intelligence speech evaluation programs with automatic feedback for developing EFL learners’ speaking skills. Sage Open, 13(3), 21582440231193818. https://doi.org/10.1177/21582440231193818
- Hwang, W. Y., Nurtantyana, R., Purba, S. W. D., Hariyanti, U., Indrihapsari, Y., & Surjono, H. D. (2023). AI and recognition technologies to facilitate English as foreign language writing for supporting personalization and contextualization in authentic contexts. Journal of Educational Computing Research, 61(5), 1008–1035. https://doi.org/10.1177/07356331221137253
- Leacock, C., Gamon, M., Mejia, J. A., & Chodorow, M. (2022). Automated grammatical error detection for language learners. Germany: Springer Nature.
- Rusmiyanto, R., Huriati, N., Fitriani, N., Tyas, N. K., Rofi’i, A., & Sari, M. N. (2023). The role of artificial intelligence (AI) in developing English language learner’s communication skills. Journal on Education, 6(1), 750–757. https://doi.org/10.31004/joe.v6i1.2990
- Gayed, J. M., Carlon, M. K. J., Oriola, A. M., & Cross, J. S. (2022). Exploring an AI-based writing Assistant’s impact on English language learners. Computers and Education: Artificial Intelligence, 3, 100055. https://doi.org/10.1016/j.caeai.2022.100055
- Sol, K., Heng, K., & Sok, S. (2024). Using AI in English language education: An exploration of Cambodian EFL university students’ experiences, perceptions, and attitudes. SSRN Preprint. https://doi.org/10.2139/ssrn.4687461
- Hidayat, M. T. (2024). Effectiveness of AI-based personalized reading platforms in enhancing reading comprehension. Journal of Learning for Development, 11(1), 115–125. https://doi.org/10.56059/jl4d.v11i1.955
- Kuddus, K. (2022). Artificial intelligence in language learning: Practices and prospects. In A. Mire, S. Malik, & A. K. Tyagi (Eds.), Advanced Analytics and Deep Learning Models (pp. 1–17), Scrivener Publishing. https://doi.org/10.1002/9781119792437.ch1
- Young, J. C., & Shishido, M. (2023). Investigating OpenAI’s ChatGPT potentials in generating chatbot’s dialogue for English as a foreign language learning. International Journal of Advanced Computer Science and Applications, 14(6), 65–72. https://doi.org/10.14569/ijacsa.2023.0140607
- Hidayatullah, E. (2024). Evaluating the effectiveness of Chat-GPT to improve English students’ writing skills. Humanities, Education, Applied Linguistics, and Language Teaching: Conference Series, 1(1), 14–19. https://doi.org/10.36597/heal.v1i1.1467
- Losi, R. V., Putra, E., Ali, N., & Dewi, A. S. (2024). Investigating artificial intelligence (AI) as a vocabulary learning tool: Students’ perception to use ChatGPT. In Proceeding International Conference on Religion, Science and Education, 561–566.
- Jinming, D. U., & Daniel, B. K. (2024). A systematic review of AI-powered chatbots in EFL speaking practice: Transforming language education. Computers and Education: Artificial Intelligence, 6(2024), 1–12. https://doi.org/10.1016/j.caeai.2024.100230
- Gally, T. (2024). No longer only human: Language in the age of AI. Komaba Journal of English Education, 15, 27–37.
- Koceva, V., Kuzmanovska, D., Vitanova-Ringaceva, A., & Ulanska, T. (2024). Using mythological idiomatic expressions in a foreign language classroom-bridging the past and the present. In INTED2024 18th International Technology, Education and Development Conference, Proceedings, 4351–4357.
- Zheng, Y. D., & Stewart, N. (2024). Improving EFL students’ cultural awareness: Reframing moral dilemmatic stories with ChatGPT. Computers and Education: Artificial Intelligence, 6, 1–13. https://doi.org/10.1016/j.caeai.2024.100223
- Shoukat, W., Rizwan, N., & Khan, M. T. (2025). The role of artificial intelligence (AI) tutors in personalized learning: Benefits and challenges. Journal of Social Signs Review, 3(4), 1–13.
- Perez-Ortiz, M., Dormann, C., Rogers, Y., Bulathwela, S., Kreitmayer, S., Yilmaz, E., ... & Shawe-Taylor, J. (2021). X5learn: A personalised learning companion at the intersection of AI and HCI. In Companion Proceedings of the 26th International Conference on Intelligent User Interfaces, 70–74. https://doi.org/10.1145/3397482.3450721
- Mhlanga, D. (2023). Open AI in education, the responsible and ethical use of ChatGPT towards Lifelong learning. SSRN Preprint. https://doi.org/10.2139/ssrn.4354422
- Poquet, O., & De Laat, M. (2021). Developing capabilities: Lifelong learning in the age of AI. British Journal of Educational Technology, 52(4), 1695–1708. https://doi.org/10.1111/bjet.13123
- Chapelle, C. A. (2001). Computer applications in second language acquisition: Foundations for teaching, testing, and research. UK: Cambridge University Press.
- Godwin-Jones, R. (2011). Emerging technologies: Autonomous language learning. Language Learning & Technology, 15(3), 4–11. https://doi.org/10.1002/9781405198431.wbeal0365
- Hockly, N. (2015). Developments in online language learning. ELT Journal, 69(3), 308–313.
- Rasul, T., Nair, S., Kalendra, D., Robin, M., de Oliveira Santini, F., Ladeira, W. J., ... & Heathcote, L (2023). The role of ChatGPT in higher education: Benefits, challenges, and future research directions. Journal of Applied Learning and Teaching, 6(1), 41–56. https://doi.org/10.37074/jalt.2023.6.1.29
- Sok, S., & Heng, K. (2023). ChatGPT for education and research: A review of benefits and risks. Cambodian Journal of Educational Research, 3(1), 110–121. https://doi.org/10.62037/cjer.2023.03.01.06
- Bai, L., Liu, X., & Su, J. (2023). ChatGPT: The cognitive effects on learning and memory. Brain-X, 1(3), 1–9. https://doi.org/10.1002/brx2.30
- Imran, M., & Almusharraf, N. (2024). Google Gemini as a next generation AI educational tool: A review of emerging educational technology. Smart Learning Environments, 11(1), 22.
- Rane, N. (2024). Enhancing the quality of teaching and learning through ChatGPT and similar large language models: Challenges, future prospects, and ethical considerations in education. TESOL and Technology Studies, 5(1), 1–6. https://doi.org/10.48185/tts.v5i1.1000
- Saeidnia, H. R. (2023). Welcome to the Gemini era: Google DeepMind and the information industry. Library Hi Tech News. Advance online publication. https://doi.org/10.1108/LHTN-12-2023-0214
- Anh, N. P. D. (2024). Gemini Google: A potential tool for English learning. Journal of Thu Dau Mot University, 6(3), 386–396. https://doi.org/10.37550/tdmu.ejs/2024.03.586
- Davis, R. O. (2024). Korean in-service teachers’ perceptions of implementing artificial intelligence (AI) education for teaching in schools and their AI teacher training programs. International Journal of Information and Education Technology, 14(2), 214–219. https://doi.org/10.18178/ijiet.2024.14.2.2042
- Wale, B. D., & Bishaw, K. S. (2020). Effects of using inquiry-based learning on EFL students’ critical thinking skills. Asian-Pacific Journal of Second and Foreign Language Education, 5, 1–14. https://doi.org/10.1186/s40862-020-00090-2
- Yuan, R., Liao, W., Wang, Z., Kong, J., & Zhang, Y. (2022). How do English-as-a-foreign-language (EFL) teachers perceive and engage with critical thinking: A systematic review from 2010 to 2020. Thinking Skills and Creativity, 43, 101002. https://doi.org/10.1016/j.tsc.2022.101002
- Shetye, S. (2024). An evaluation of Khanmigo, a generative AI tool, as a computer-assisted language learning app. Studies in Applied Linguistics and TESOL, 24(1), 38–53. https://doi.org/10.52214/salt.v24i1.12869
- Kumar, R., Eaton, S. E., Mindzak, M., & Morrison, R. (2023). Academic integrity and artificial intelligence: An overview. In S. E. Eaton (Ed.), Handbook of academic integrity (pp. 1–14). Springer. https://doi.org/10.1007/978-981-287-079-7_153-1
- Van Dis, E. A. M., Bollen, J., Zuidema, W., Van Rooij, R., & Bockting, C. (2023). ChatGPT: Five priorities for research. Nature, 614(7947), 224–226. https://doi.org/10.1038/d41586-023-00288-7
- Monteith, S., Glenn, T., Geddes, J. R., Whybrow, P. C., Achtyes, E., & Bauer, M. (2023). Artificial intelligence and increasing misinformation. The British Journal of Psychiatry, 224(2), 33–35. https://doi.org/10.1192/bjp.2023.136
- Cotton, D. R., Cotton, P. A., & Shipway, J. R. (2023). Chatting and cheating: Ensuring academic integrity in the era of ChatGPT. Innovations in Education and Teaching International, 61(2), 228–239. https://doi.org/10.1080/14703297.2023.2190148
- Shen, Y., Heacock, L., Elias, J., Hentel, K., Reig, B., Shih, G., & Moy, L. (2023). ChatGPT and other large language models are double-edged swords. Radiology, 307(2), 1–4. https://doi.org/10.1148/radiol.230163
- Alawida, M., Mejri, S., Mehmood, A., Chikhaoui, B., & Isaac Abiodun, O. (2023). A comprehensive study of ChatGPT: Advancements, limitations, and ethical considerations in natural language processing and cybersecurity. Information, 14(8), 1–23. https://doi.org/10.3390/info14080462
- Xie, Q., Schenck, E. J., Yang, H. S., Chen, Y., Peng, Y., & Wang, F. (2023). Faithful AI in medicine: A systematic review with large language models and beyond. arXiv Preprint: https://doi.org/10.21203/rs.3.rs-3661764/v1
- Else, H. (2023). Abstracts written by ChatGPT fool scientists. Nature, 613(7944), 423–423. https://doi.org/10.1038/d41586-023-00056-7
- Shiri, A. (2023). ChatGPT and academic integrity. Information Matters, 3(2), 1–5. SSRN preprint: http://doi.org/10.2139/ssrn.4360052
- Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education–where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 1–27. https://doi.org/10.1186/s41239-019-0171-0
- Crompton, H., Edmett, A., Ichaporia, N., & Burke, D. (2024). AI and English language teaching: Affordances and challenges. British Journal of Educational Technology, 55(6), 2503–2529. https://doi.org/10.1111/bjet.13460
- Zulkarnain, N. S., & Yunus, M. M. (2023). Primary teachers’ perspectives on using artificial intelligence technology in English as a second language teaching and learning: A systematic review. International Journal of Academic Research in Progressive Education and Development, 12(2), 861–875. http://doi.org/10.6007/IJARPED/v12-i2/17119
- Goldenthal, E., Park, J., Liu, S. X., Mieczkowski, H., & Hancock, J. T. (2021). Not all AI are equal: Exploring the accessibility of AI-mediated communication technology. Computers in Human Behavior, 125, 1–36. https://doi.org/10.1016/j.chb.2021.106975
- Rodrigues, R. (2020). Legal and human rights issues of AI: Gaps, challenges and vulnerabilities. Journal of Responsible Technology, 4, 100005. https://doi.org/10.1016/j.jrt.2020.100005
- Rayhan, S., & Rayhan, A. (2023). The psychological impact of AI: Adapting to a world of smart machines. 1–12. http://doi.org/10.13140/RG.2.2.29902.64329/1
- Ryff, C. D. (1995). Psychological well-being in adult life. Current Directions in Psychological Science, 4(4), 99–104. https://doi.org/10.1111/1467-8721.ep10772395
- Shams, R. A., Zowghi, D., & Bano, M. (2025). AI and the quest for diversity and inclusion: A systematic literature review. AI and Ethics, 5, 411–438. https://doi.org/10.1007/s43681-023-00362-w
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