Preview

Tambov University Review. Series: Humanities

Advanced search

AI-Empowered education: a systematic review of applied tools

https://doi.org/10.20310/1810-0201-2026-31-1-122-137

EDN: TDEXVK

Abstract

Introduction. The systematic application of AI-powered tools in teaching and learning comes after their initially spontaneous and random testing. The growing capabilities of generative AI, coupled with the rapidly expanding AI services market, raise the question of its role in education. At the same time, it stimulates us to reconsider the interaction between the main participants of the educational process, namely teachers and students. This paper aims to determine the role of AI in education, categorizing the types of used AI services and their functional features.
Materials and Methods. We analyzed the application of AI technology in education by continuously sampling practical cases from China, Singapore, the United States, Russia, the European Union and the United Kingdom, which were available on educational organizations’ internet resources. Additionally, a qualitative analysis (content analysis) was conducted on official reports, case studies and practical recommendations dedicated to the use of AI tools in teacher and student activities. The research employs the technology integration framework developed by Ruben Puentedura.
Results and Discussion. The analysis yields insights into the functional areas of the AI tools at schools and universities, including lesson preparation, creation of educational content and assessment tools, support during lessons, educational analytics-based monitoring, course administration, and self-education support. Depending on its function, the AI is positioned as an assistant, classmate, tutor, coach, mentor or educational navigator. There is an educational trend towards the formation of integrated AI learning systems on an institutional level, e.g. ecosystems and e-campuses.
Conclusion. The categorization of AI tools implemented in educational practice demonstrates the wide range of applications available. However, AI still serves as a tool that replaces or complements routine learning and teaching operations within conventional education frameworks and enriches participants with deeper learning analytics.

About the Authors

D. P. Ananin
Moscow City University
Russian Federation

Denis P. Ananin, Cand. Sci. (Education), Leading Specialist of the Strategic Development Department

RSCI AuthorID: 576165 ResearcherID: AAL-8274-2020 Scopus Author ID: 57812370400

1 bldg, 4 2nd Selskohoziajstvenny Dr., Moscow, 129226, Russian Federation



A. Yu. Suvirova
Moscow City University
Russian Federation

Anastasia Yu. Suvirova, Cand. Sci. (Education), Associate Professor of Pedagogical Technologies of Continuing Education Department, Institute of Continuing Education

RSCI AuthorID: 801286 ResearcherID: AGU-1345-2022

1 bldg, 4 2nd Selskohoziajstvenny Dr., Moscow, 129226, Russian Federation 



N. N. Sheveleva
Moscow City University
Russian Federation

Nataliya N. Shevelyeva, Cand. Sci. (Education), Head of Pedagogical Technologies of Continuing Education Department, Institute of Continuing Education

RSCI AuthorID: 729818

1 bldg, 4 2nd Selskohoziajstvenny Dr., Moscow, 129226, Russian Federation



S. M. Lesin
Moscow City University
Russian Federation

Sergey M. Lesin, Cand. Sci. (Education), Associate Professor of Pedagogical Technologies of Continuing Education Department, Institute of Continuing Education

RSCI AuthorID: 797393  ResearcherID: D-4479-2019

1 bldg, 4 2nd Selskohoziajstvenny Dr., Moscow, 129226, Russian Federation



References

1. Jacques P.H., Moss H.K., Garger J.A. (2024). Synthesis of AI in higher education: shaping the future. Journal of Behavioral and Applied Management, vol. 24, no. 2, pp. 103-111. https://doi.org/10.21818/001c.122146, https://elibrary.ru/mizfti

2. Karkoulian S., Sayegh N., Sayegh N. (2024). ChatGPT Unveiled: understanding perceptions of academic integrity in higher education – a qualitative approach. Journal of Academic Ethics, no. 23, pp. 1171-1188. https://doi.org/10.1007/s10805-024-09543-6, https://elibrary.ru/zydmgd

3. Hughes L., Malik T., Dettmer S., Al-Busaidi A., Dwivedi Y.K. (2025). Reimagining higher education: navigating the challenges of generative AI adoption. Information System Frontiers. https://doi.org/10.1007/s10796-025-10582-6, https://elibrary.ru/qqylnc

4. Remorenko I.M. (2025). The use of artificial intelligence in education: a temporary fashion or a factor of systemic change? Sbornik statei Mezhdunarodnoi nauchno-prakticheskoi konferentsii «Tendentsii razvitiya obrazovaniya 2025»: v 2 t. = Collection of Scientific Articles of the International Scientific and Pracftical Conference “Tendencies of Education Development”: in 2 vol. Moscow, vol. 1, pp. 157-166. (In Russ.) https://elibrary.ru/tkphnj

5. Kuzminov Ya., Kruchinskaya E. (2024). The evaluation of GenAI capabilities to implement professional tasks. Forsait = Foresight and STI Governance, vol. 18, no. 4, pp. 67-76. (In Russ.) https://doi.org/10.17323/2500-2597.2024.4.67.76, https://elibrary.ru/czhxzv

6. Volkova O.N., Dombrovskii D.A., Ivantsova E.A. (2025). Transformation of professions in the context of digitalization. Ekonomika. Informatika = Economics. Information Technologies, vol. 52, no. 1, pp. 194-202. (In Russ.) https://doi.org/10.52575/2687-0932-2025-52-1-194-202, https://elibrary.ru/rndnuw

7. Wang J., Fan W. (2025). The effect of ChatGPT on students’ learning performance, learning perception, and higher-order thinking: insights from a meta-analysis. Humanities & Social Sciences Communications, vol. 12, no. 1, art. 621. https://doi.org/10.1057/s41599-025-04787-y, https://elibrary.ru/tzqoxz

8. Nikolskii V.S. (2025). Communicative artificial intelligence: conceptualizing a new reality in education. Vysshee obrazovanie v Rossii = Higher Education in Russia, vol. 34, no. 6, pp. 152-168. (In Russ.) https://doi.org/10.31992/0869-3617-2025-34-6-152-16, https://elibrary.ru/vdexyd

9. Garzón J., Patiño E., Marulanda C. (2025). Systematic review of artificial intelligence in education: trends, benefits, and challenges. Multimodal Technologies and Interaction, vol. 9, no. 8, pp. 84. https://doi.org/10.3390/mti9080084, https://elibrary.ru/gygzyb

10. Barannikov K.A., Dobryakova M.S., Novikova E.G., Ten N.G. (2024). Artificial Intelligence and Higher Education: Opportunities, Practices, and the Future. Moscow, 60 p. (In Russ.)

11. Fitria T.N. (2021). Artificial intelligence (AI) in education: using AI tools for teaching and learning process. Prosiding Seminar Nasional & Call for Paper STIE AAS. Surakarta, pp. 134-147.

12. Bryzgalina E.V. (2021). Artificial intelligence in education. analysis of implementation goals. Chelovek = Human Being, vol. 32, no. 2, pp. 9-29. (In Russ.) https://doi.org/10.31857/S023620070014856-8, https://elibrary.ru/kncxeg

13. Amirov R.A., Bilalova U.M. (2020). Prospects for the introduction of artificial intelligence technologies in higher education. Upravlencheskoe konsul’tirovanie = Administrative Consulting, no. 3 (135), pp. 80-88. (In Russ.) https://doi.org/10.22394/1726-1139-2020-3-80-88, https://elibrary.ru/xktqtc

14. Drugova E.A., Zhuravleva I.I., Zakharova U.S., Sotnikova V.E., Yakovleva K.I. (2022). Artificial intelligence for learning analytics and instructional design steps: an overview of solutions. Voprosy obrazovaniya = Educational Studies Moscow, no. 4, pp. 107-153. (In Russ.) https://doi.org/10.17323/1814-9545-2022-4-107-153, https://elibrary.ru/byfffx

15. Andreev V.K. (2020). Dynamics of regulating artificial intelligence. Zhurnal rossiiskogo prava = Journal of Russian Law, no. 3, pp. 58-68. (In Russ.) https://doi.org/10.12737/jrl.2020.030, https://elibrary.ru/pzmygr

16. Ananin D.P., Komarov R.V., Remorenko I.M. (2025). “When honesty is good, for imitation is bad”: strategies for using generative artificial intelligence in Russian higher education institutions. Vysshee obrazovanie v Rossii = Higher Education in Russia, vol. 34, no. 2, pp. 31-50. (In Russ.) https://doi.org/10.31992/0869-3617-2025-34-2-31-50, https://elibrary.ru/obdxtg

17. Buyakova K.I., Dmitriev Ya.A., Ivanova A.S., Feshchenko A.V., Yakovleva K.I. (2024). Students’ and teachers’ attitudes towards the use of tools with generative artificial intelligence at the university. Obrazovanie i nauka = Education and Science, no. 26 (7), pp. 160-193. (In Russ.) https://doi.org/10.17853/1994-5639-2024-7-160-193, https://elibrary.ru/bseuwy

18. Ananin D.P., Komarov R.V., Remorenko I.M. (2025). How teachers and students use the services based on generative artificial intelligence (case study of the Moscow City University). Upravlenie kachestvom obrazovaniya: teoriya i praktika effektivnogo administrirovaniya, no. 4, pp. 32-44. (In Russ.) https://elibrary.ru/yqvztc

19. Kuzminov Ya.I, Kruchinskaya E.V., Gruzdev I.A., Naumov A.A. (2025). Falling behind and getting ahead: student use of generative AI in education. Vysshee obrazovanie v Rossii = Higher Education in Russia, vol. 34, no. 6, pp. 9-35. (In Russ.) https://doi.org/10.31992/0869-3617-2025-34-6-9-35, https://elibrary.ru/rxdtxq

20. Sysoyev P.V. (2025). Personalized learning based on artificial intelligence: how ready are modern students for new educational opportunities. Vysshee obrazovanie v Rossii = Higher Education in Russia, vol. 34, no. 2, pp. 51-71. (In Russ.) https://doi.org/10.31992/0869-3617-2025-34-2-51-71, https://elibrary.ru/weagvq

21. Suvirova A.Yu., Ananin D.P., Sheveleva N.N. (2025). AI in school and university teaching: Russian and international practices. Kontsept = Concept, no. 9, pp. 318-330. (In Russ.) http://doi.org/10.24412/2304-120X-2025-11190, https://elibrary.ru/znohag

22. Sysoyev P.V., Gavrilov M.V., Bulochnikov S.Yu. (2025). Matrix of technical solutions based on artificial intelligence in the professional training of future lawyers. Vestnik Tambovskogo universiteta. Seriya: Gumanitarnye nauki = Tambov University Review. Series: Humanities, vol. 30, no. 2, pp. 336-351. (In Russ.) https://doi.org/10.20310/1810-0201-2025-30-2-336-351, https://elibrary.ru/mcjcfz

23. Clarke S. (2025). Exploring the landscape of GenAI and education literature: a taxonomy of themes and sub-themes. British Educational Research Journal, vol. 51 (5), pp. 2573-2604. https://doi.org/10.1002/berj.4186, https://elibrary.ru/nvjdae

24. Frumin I., Vorochkov A., Kiryushina M., Platonova D., Terentiev E. (2025). Mapping the generative AI research in higher education: 2022–2024 Insights. Preprint. https://doi.org/10.31219/osf.io/srgkv_v1

25. Gordienko O., Bagrationi K. (2024). Global integration of artificial intelligence in higher education sector: a bibliometric analysis. European Conference on Knowledge Management, vol. 25, no. 1, pp. 270-276. https://doi.org/10.34190/eckm.25.1.2787, https://elibrary.ru/ibagzo

26. Yusuf A., Pervin N., Román-González M., Noor N.M. (2024). Generative AI in education and research: a systematic mapping review. Review of Education, vol. 12, issue 2, art. e3489. https://doi.org/10.1002/rev3.3489A, https://elibrary.ru/rwgxup

27. Miao F., Cukurova М. (2024). AI Competency Framework for Teachers. Paris, 52 p. https://doi.org/10.54675/ZJTE2084

28. Zhang X., Zhang P., Shen Y., Liu M., Wang Q., Gašević D., Fan Y. (2024). A systematic literature review of empirical research on applying generative artificial intelligence in education. Frontiers in Digital Education, vol. 1, no. 3, pp. 223-245. https://doi.org/10.1007/s44366-024-0028-5, https://elibrary.ru/wghned

29. Kazakova E.I., Kuz'minov Ya.I. (2025). “We should foster a culture of critical attitude towards artificial intelligence”. Elena Kazakova and Yaroslav Kuzminov discuss the challenges facing the education system. Voprosy obrazovaniya = Educational Studies Moscow, no. 1, pp. 8-24. (In Russ.) https://doi.org/10.17323/vo-2025-25882, https://elibrary.ru/fmenzj

30. Raitskaya L.K., Lambovska M.R. (2024). Prospects for chatGPT application in higher education: a scoping review of international research. Integratsiya obrazovaniya = Integration of Education, vol. 28, no. 1, pp. 10-21. (In Russ.) https://doi.org/10.15507/1991-9468.114.028.202401.010-021, https://elibrary.ru/zbyffx

31. Belkina M., Daniel S., Nikolic S., Haque R., Lyden S., Neal P., Grundy S., Hassan G.M. (2025). Implementing generative AI (GenAI) in higher education: a systematic review of case studies. Computers and Education: Artificial Intelligence, vol. 8, art. 100407. https://doi.org/10.1016/j.caeai.2025.100407, https://elibrary.ru/dpjrju

32. Akhmadieva R.S., Kalmazova N.A., Belova T., Prokopyev A., Molodozhnikova N.M., Spichak V.Y. (2024). Research trends in the use of artificial intelligence in higher education. Frontiers in Education, no. 9, art. 1438715. https://doi.org/10.3389/feduc.2024.1438715, https://elibrary.ru/tgmvcw

33. Amofa B., Kamudyariwa X.B., Fernandes F.A.P., Osobajo O.A., Jeremiah F., Oke A. (2025). Navigating the complexity of generative artificial intelligence in higher education: a systematic literature review. Education Sciences, vol. 15, no. 7, art. 826. https://doi.org/10.3390/educsci15070826, https://elibrary.ru/aipseh

34. Siddiqui T., Mansoori M.V., Siddiqui M.A., Yadav A. (2025). AI-enabled pedagogy: advancing education through innovative teaching tools and the AI-TEACH model. Journal of Informatics Education and Research, vol. 5, issue 1, pp. 2526-2539. https://doi.org/10.52783/jier.v5i1.2261

35. Grigor’ev S.G., Anik’eva M.A.(2024). Generative artificial intelligence application enhancement in educational activities. Informatika i obrazovanie = Informatics and Education, vol. 39, no. 3, pp. 5-15. (In Russ.) https://doi.org/10.32517/0234-0453-2024-39-3-5-15, https://elibrary.ru/mkcckw

36. Ilyushin L.S., Torpasheva N.A. (2024). Artificial intelligence technologies as a resource for transforming educational practices. Yaroslavskii pedagogicheskii vestnik = Yaroslavl Pedagogical Bulletin, no. 3 (138), pp. 62-71. (In Russ.) https://doi.org/10.20323/1813-145X-2024-3-138-62, https://elibrary.ru/adwmmg

37. Puentedura R. (2009). As We May Teach: Educational Technology, from Theory into Practice. TPCK and SAMR Models for Enhancing Technology Integration. https://hippasus.com/rrpweblog/archives/000025.html

38. Osmolovskaya I.M., Ivanova E.O., Klarin M.V. (2023). Promising areas of didactic research in Russia. Vestnik Rossiiskogo fonda fundamental’nykh issledovanii. Gumanitarnye i obshchestvennye nauki = Russian Foundation for Basic Research Journal. Humanities and Social Sciences, no. 3 (114), pp. 12-21. (In Russ.) https://doi.org/10.22204/2587-8956-2023-114-03-12-21, https://elibrary.ru/fmdozt


Review

For citations:


Ananin D.P., Suvirova A.Yu., Sheveleva N.N., Lesin S.M. AI-Empowered education: a systematic review of applied tools. Tambov University Review. Series: Humanities. 2026;31(1):122-137. (In Russ.) https://doi.org/10.20310/1810-0201-2026-31-1-122-137. EDN: TDEXVK

Views: 354

JATS XML


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 1810-0201 (Print)
ISSN 2782-5825 (Online)