Development and evaluation of the Da Vinci AI Tutor: Enhancing accessibility and personalized learning in art history education

This study examines the implementation of the Da Vinci AI Tutor, an innovative artificial intelligence (AI)-based tutoring platform designed specifically for enhancing personalized and accessible learning in art history within higher education. Launched in Fall 2024 at a private liberal arts institution in the Midwest, the system integrates a conversational AI avatar modeled after Leonardo da Vinci, incorporating immersive virtual reality environments and multimodal interaction capabilities to engage students across undergraduate survey courses, advanced Renaissance classes, and graduate comprehensive exam preparations. Addressing significant gaps in existing humanities education research, the current study explores two primary research questions: (i) How AI-driven tutors can enhance student engagement, accessibility, and learning outcomes within the humanities; and (ii) what technical and pedagogical limitations arise when integrating such solutions. Initial findings indicate measurable improvements in student engagement, comprehension, and accessibility, positioning the Da Vinci AI Tutor as a promising model for scalable, adaptable instruction in higher education contexts. However, technical challenges such as avatar realism and system compatibility across various devices highlight areas for continued refinement. The results underscore both the theoretical potential of AI-driven tutoring solutions in humanities education and practical implications for managerial and policy considerations, including platform compatibility and ethical deployment.
- Chelnokova EA, Nabiev RB. Tutor Activity of a Teacher in Ensuring Successful adaptation of University Students. Moscow: Vestnik Mininskogo Universiteta; 2015. p. 11.
- Pohle R. Tutors and home teachers-a transitional position in the 19th century. Hist Scholast. 2022;8:95.
- Clark L, Gordon E, Gordon E. Centuries of Tutoring: A History of Alternative Education in America and Western Europe. Lanham: University Press of America; 1990.
- Vorona I, Kitura H. History of tutoring as effective methods of educational process. Medical Education. 2021;2;69-74. doi: 10.11603/me.2414-5998.2021.2.12266
- Kostecki J, Bers T. The effect of tutoring on student success. J Appl Res Community Col. 2008;16:6-12.
- Hodges R, White W. Encouraging high-risk student participation in tutoring and supplemental instruction. J Dev Educ. 2001;24:2-10.
- Ruiz N, Fandos M. The role of tutoring in higher education: Improving the student’s academic success and professional goals. Rev Int Organ. 2014;(12):89-100. doi: 10.17345/RIO12.89-100
- Price L, Richardson JT, Jelfs A. Face‐to‐face versus online tutoring support in distance education. Stud Higher Educ. 2007;32(1):1-20. doi: 10.1080/03075070601004366
- Rua H, Alvito P. Living the past: 3D models, virtual reality and game engines as tools for supporting archaeology and the reconstruction of cultural heritage-the case-study of the Roman villa of Casal de Freiria. J Arch Sci. 2011;38(12):3296-3308.
- Arya R, Verma A. Role of artificial intelligence in education. Int J Adv Res Sci Commun Technol. 2024;4:586-594. doi: 10.48175/ijarsct-19461
- Bhatia A, Bhatia P, Sood D. Leveraging AI to transform online higher education: Focusing on personalized learning, assessment, and student engagement. Int J Manag Humanit. 2024;11:6. doi: 10.35940/ijmh.a1753.11010924
- Bonde LA. Conceptual design of a generative artificial intelligence system for education. Int J Res Innov Appl Sci. 2024;9:457-469. doi: 10.51584/ijrias.2024.904034
- Mahmoud CF, Sørensen JT. Artificial intelligence in personalized learning with a focus on current developments and future prospects. Res Adv Educ. 2024;3(8):25-31.
- Enayathulla N, Krishn MK. The role of artificial intelligence on higher education in india and its adoption in higher education institution. Int J Eng Res Appl. 2024;14:138-141. doi: 10.9790/9622-1407138141
- Marino M, Vasquez E, Dieker L, Basham J, Blackorby J. The future of artificial intelligence in special education technology. J Spec Educ Technol. 2023;38:404-416. doi: 10.1177/01626434231165977
- Bilad M, Yaqin L, Zubaidah S. Recent progress in the use of artificial intelligence tools in education. J Penelitian Pengkajian Ilmu Pendidikan e Saintika. 2023;7:279-315. doi: 10.36312/esaintika.v7i3.1377
- Abuodha L, Kipkebut A. Disruptive AI in education: Transforming learning in the digital age. Int J Res Appl Sci Eng Technol. 2024;???:???. doi: 10.22214/ijraset.2024.58283
- Telotte JP. Disney and “this world’s fair thing”. In: Meet me at the Fair: A World’s Fair Reader. United States: Lulu.com.; 2014. p. 409-422.
- Gold M, Klein L, editors. Debates in the Digital Humanities. Minnesota: Minnesota State Press; 2023.
- Langreo L. Beyond ChatGPT: The other AI Tools Teachers are Using; A Guide to other Generative AI Tools Gaining Popularity in the Classroom. Bethesda, MD: Education Week; 2023.
- Shabani K, Khatib M, Ebadi S. Vygotsky’s zone of proximal development: Instructional implications and teachers’ professional development. Engl Lang Teach. 2010;3(4):237-248.
- Meyer L, Dannecker A. Smart Tools, Smarter Students: A Study on ChatGPT’s Effects on Learning Outcomes and Exercise Quality in Business Education. In: INTED2024 Proceedings IATED; 2024. p. 2704-2713.
- Cuevas J, Dawson BL. A test of two alternative cognitive processing models: Learning styles and dual coding. Theory Res Educ. 2018;16(1):40-64. doi: 10.1177/1477878517731450
- Morris TH. Experiential learning - a systematic review and revision of Kolb’s model. Interact Learn Environ. 2020;28(8):1064-1077. doi: 10.1080/10494820.2019.1570279
- Coccia M. Sources of technological innovation: Radical and incremental innovation problem-driven to support competitive advantage of firms. Technol Anal Strateg Manag. 2017;29(9):1048-1061. doi: 10.1080/09537325.2016.1268682
- Coccia M. Destructive technologies for industrial and corporate change. In: Farazmand A, editor. Global Encyclopedia of Public Administration, Public Policy, and Governance. Germany: Springer; 2020. doi: 10.1007/978-3-319-31816-5_3972-1
- Coccia M. Technological innovation. In: Ritzer G, Rojek C, editors. The Blackwell Encyclopedia of Sociology. United States: John Wiley and Sons; 2021. doi: 10.1002/9781405165518.wbeost011.pub2
- Pratschke BM. Generative AI and Education: Digital Pedagogies, Teaching Innovation and Learning Design. In: Springer Briefs in Education. Germany: Springer; 2024.
- Baillifard A, Gabella M, Lavenex PB, Martarelli CS. Effective learning with a personal AI tutor: A case study. In: Education and Information Technologies. Germany: Springer; 2024.
- Van Maaren J, Jensen M, Foster A. Tutoring in higher education during COVID-19: Lessons from a private university’s transition to remote learning. J Coll Reading Learn. 2021;52:3-22.
- Monakhov DN. The impact of the COVID-19 pandemic on educational technologies. Moscow State Univ Bull Ser Soc Polit Sci. 2022;28(2):35-49. doi: 10.24290/1029-3736-2016-22-3-17-26
- Tartavulea C, Albu C, Albu N, Dieaconescu RI, Petre S. Online teaching practices and the effectiveness of the educational process in the wake of the COVID-19 pandemic. Amfiteatru Econ. 2020;22:920-920.
- Williamson B. Education technology seizes a pandemic opening. Curr Hist. 2021;120(822):15-20. doi: 10.1525/curh.2021.120.822.15
- Khandelwal M, Kerne A, Mistrot JM. Manipulating history in generative hypermedia. In: Proceedings of the Fifteenth ACM Conference on Hypertext and Hypermedia; 2004. p. 139-140.
- Latif S, Chen S, Beck F. A deeper understanding of visualization‐text interplay in geographic data‐driven stories. Comput Graph Forum. 2021;40:311-322. doi: 10.1111/cgf.14309
- Haller E, Rebedea T. Designing A Chat-bot that Simulates an Historical Figure. In: 2013 19th International Conference on Control Systems and Computer Science. IEEE; 2013. p. 582-589.
- Duguleană M, Briciu VA, Duduman IA, Machidon OM. A virtual assistant for natural interactions in museums. Sustainability. 2020;12(17):6958. doi: 10.3390/su12176958
- Chandler T, Clulow A. Modeling virtual angkor: An evolutionary approach to a single urban space. IEEE Comput Graph Appl. 2020;40(3):9-16. doi: 10.1109/MCG.2020.2982444
- Klee M. Historical Figures’ AI Lets Famous Dead People Lie to You. Rolling Stone; 2023. Available from: https://www. rollingstone.com/culture/culture-news/historical-figures-ai-chat-bot-lies-dead-people-1234664257
- Gan W, Qi Z, Wu J, Lin C. Large Language Models in Education: Vision and Opportunities. In: IEEE International Conference on Big Data; 2023. doi: 10.48550/arXiv.2311.13160
- Dong C. How to Build An Adaptive AI Tutor that Can Adapt to Any Course and Provide Accurate Answers Using Large Language Model and Retrieval-Augmented Generation; 2023. doi: 10.48550/arXiv.2311.17696
- Denny P, Macneil S, Savelka J, Porter L, Luxton-Reilly A. Desirable Characteristics for AI Teaching Assistants in Programming Education. In: Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE). Vol. 1; 2024. p. 408-414.
- Hajeer A, Papp-Váry Á, Pólya É. AI tutors vs. human instructors: Perceptions of higher education students in hungary and spain. Edutec. 2024;(89):105-120. doi: 10.21556/edutec.2024.89.3523
- Gao H, Lindquist M, Vergel RS. AI-driven avatars in immersive 3D environments for education: Workflow and case study of the temple of demeter, Greece. J Digit Landscape Archit. 2024;(9):640-651.
- Ojha B, Agrawal A, Arya A. Artificial intelligence integration in higher education. In: Adopting Artificial Intelligence Tools in Higher Education. United States: CRC Press; 2025. p. 1-23
- Chetyrbok PV, Shostak MA, Alimova LU. Adaptive Learning Using Artificial Intelligence in Distance Education. In: Proceedings of the Distance Learning Technologies, Yalta, Crimea; 2021. p. 16-21.
- Chen X. AI+ Education: Self-adaptive Learning Promotes Individualized Educational Revolutionary. In: Proceedings of the 2020 6th International Conference on Education and Training Technologies; 2020. p. 44-47.
- Kolluru V, Mungara S, Chintakunta AN. Adaptive learning systems: Harnessing AI for customized educational experiences. Int J Comput Sci Inf Technol. 2018;6(3):10-5121. doi: 10.5121/ijcsity.2018.6302
- Mittal U, Sai S, Chamola V, Sangwan D. A comprehensive review on generative ai for education. IEEE Access. 2024;12:142733-142759. doi: 10.1109/access.2024.3468368
- Kolchenko V. Can modern AI replace teachers? Not so fast! Artificial intelligence and adaptive learning: Personalized education in the AI age. HAPS Educ. 2018;22(3):249-252. doi: 10.21692/haps.2018.032
- Li H, Xu T, Zhang C, et al. Bringing Generative AI to Adaptive Learning in Education; 2024. arXiv [Preprint].