Generative AI and Creative Learning: Concerns, Opportunities, and Choices
Open accessAbstract
As each new wave of technology ripples through society, we need to decide if and how to integrate the technology into our learning environments. That was true with personal computers, then with the internet, and now with generative AI technologies. For each new technology, there are many different ways that we can integrate the technology into how we teach and learn. These choices are critically important: different choices can have very different outcomes and implications.How should we make these choices? I think we need to decide what type of learning and education we want for our children, our schools, and our societyâand then design new technologies and applications that align with our educational values and visions.What does that mean for the integration of new generative AI technologies such as ChatGPT into our learning environments?Â
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GenAI broadens forms of expression, strengthens creativity, and supports higher-order and critical thinking.
“which broadens forms of expression, strengthens creativity [4,5], and supports higher-order and critical thinking [6,7].”
From A Systematic Review of Generative AI in K–12: Mapping Goals, Activities, Roles, and Outcomes via the 3P Model (2025) · cites this paper as [5]
The Opportunities section says generative AI has the potential to support creative learning and help young people develop creativity, but only if it is designed and used intentionally. Supporting the Creative Learning Process gives an example of AI tools for expressing cultural identity. These passages support possible creative and expressive benefits, not the unqualified claim that GenAI already broadens expression and strengthens creativity; the separate thinking claim is attached to [6,7]. (LLM, conf=0.83)
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Cites
The children's machine: rethinking school in the age of the computer
(1993) · Choice Reviews Online · doi:10.5860/choice.31-1648 · Cited by 1,954 · see citing works
Lifelong Kindergarten: Cultivating Creativity Through Projects, Passion, Peers, and Play
Yuan, J., & Bowen, R. T. (2018) · Interdisciplinary Journal of Problem-based Learning · doi:10.7771/1541-5015.1797 · Cited by 192 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
“ChatGPT seems too good to be true”: College students’ use and perceptions of generative AI
Baek, C., Tate, T., & Warschauer, M. (2024) · Computers and Education: Artificial Intelligence · doi:10.1016/j.caeai.2024.100294 · Cited by 150 · see citing works
Agency in the age of generative AI: a critical review of educational implications
Roe, J., & Perkins, M. (2026) · Academia AI and Applications · doi:10.20935/acadai8422 · Cited by 62 · see citing works
Teaching AI with games: the impact of generative AI drawing on computational thinking skills
Hsu, T., & Hsu, T.-P. (2025) · Education and Information Technologies · doi:10.1007/s10639-025-13624-3 · Cited by 25 · see citing works
Lin, X., & Tan, H. (2025) · Systems · doi:10.3390/systems13100840 · Cited by 22 · see citing works
The Evolutionary Impact of Artificial Intelligence on Contemporary Artistic Practices
Chi, J. (2024) · Communications in Humanities Research · doi:10.54254/2753-7064/35/20240006 · Cited by 19 · see citing works
Generative AI: From Human–Computer Interaction to Human–Computer Creativity
Geroimenko, V. (2025) · Springer series on cultural computing · doi:10.1007/978-3-031-86551-0_1 · Cited by 16 · see citing works
Dangol, A., Zhao, R., Wolfe, R., Ramanan, T., Kientz, J. A., & Yip, J. C. (2025) · ACM International Conference on Interaction Design and Children (IDC) · doi:10.1145/3713043.3728836 · Cited by 15 · see citing works
Beyond Good AI: The Need for Sound Learning Theories in AIED
Sinha, T. (2025) · Technology Knowledge and Learning · doi:10.1007/s10758-025-09843-9 · Cited by 13 · see citing works
RAD: A Framework to Support Youth in Critiquing AI
Solyst, J., Amspoker, E., Yang, E., Eslami, M., Hammer, J., & Ogan, A. (2025) · ACM Technical Symposium on Computer Science Education (SIGCSE) · doi:10.1145/3641554.3701966 · Cited by 11 · see citing works
Dangol, A., Wolfe, R., Yoo, D., Thiruvillakkat, A., Chickadel, B., & Kientz, J. A. (2025) · ACM International Conference on Interaction Design and Children (IDC) · doi:10.1145/3713043.3731498 · Cited by 11 · see citing works
Trend of Using ChatGPT in Learning Process and Character Education: A Systematic Literature Review
Mahsun, M., Ali, M., Ekaningrum, I. R., & Ibda, H. (2024) · International Journal of Learning Teaching and Educational Research · doi:10.26803/ijlter.23.5.20 · Cited by 11 · see citing works
Examining Teacher Educators’ Roles in Developing Preservice Teachers’ Digital Competence
Kukkonen, J., Kontkanen, S., Kontturi, H., Nenonen, S., Parpala, M., Tahvanainen, V., & Valtonen, T. (2025) · European Journal of Teacher Education · doi:10.1080/02619768.2025.2505021 · Cited by 9 · see citing works
Rahim, S., Sahar, G., Jabeen, G., Khatoon, S., & Angaiz, D. (2025) · Sustainable Futures · doi:10.1016/j.sftr.2025.101206 · Cited by 9 · see citing works
Child-Centered AI for Empowering Creative and Inclusive Learning Experiences
Ragone, G., Ali, S. A., Esposito, A., Good, J., Howland, K., & Presicce, C. (2024) · Proceedings of the 23rd Annual ACM Interaction Design and Children Conference · doi:10.1145/3628516.3661157 · Cited by 7 · see citing works
Artificial Intelligence Attitude and Innovative Performance in Emerging Economy
Xu, L. D., Cherian, J. P., Alturise, F., Alkhalaf, S., Mikhaylov, A. Y., & Comite, U. (2025) · Journal of Global Information Management · doi:10.4018/jgim.384084 · Cited by 7 · see citing works
Visual Artists, Technological Shock, and Generative AIPreprint
Jones, C. A., Gupta, H., & Ritchie, M. (2024) · doi:10.21428/e4baedd9.b4f754fd · Cited by 7 · see citing works
Menciptakan Lingkungan Pembelajaran Kreatif
Badri, B., & Azisi, A. (2024) · Al-Idaroh Jurnal Studi Manajemen Pendidikan Islam · doi:10.54437/alidaroh.v8i2.1792 · Cited by 4 · see citing works
Bieńkowska, I., Przybysz-Zaremba, M., Konieczny, J., Góźdź, J., Kitlińska-Król, M., Polok, K., & Nadelson, L. S. (2025) · The Journal of Educational Research · doi:10.1080/00220671.2025.2510399 · Cited by 3 · see citing works
INTELIGÊNCIA ARTIFICIAL NA EDUCAÇÃO BÁSICA: DESAFIOS E POSSIBILIDADES PARA A PRÁTICA PEDAGÓGICA
Mendes, M. J. D. P., Fonseca, I. D. S., Santos, L. C. B., Ferreira, A. C. S., Manoel, P. V. B., Alves, A. C. C., & de Oliveira, J. C. (2026) · South American Sciences · doi:10.63330/sasciencesv6n2-085 · Cited by 3 · see citing works
Use of Generative Artificial Intelligence in an Introductory Science Course
Arcolin, C., Schaefer, W. A., Matos, F., & Packham, C. C. (2025) · Technology Knowledge and Learning · doi:10.1007/s10758-025-09893-z · Cited by 3 · see citing works
Learning Through the Dialogue with NPCs Using Generative AI
Rodrigues, V., & Silva, F. G. M. (2024) · International Conference on Graphics and Interaction (ICGI) · doi:10.1109/icgi64003.2024.10923796 · Cited by 3 · see citing works
Ethics in EdTech: Consolidating Standards For Responsible Data Handling And Usercentric Design
Atabey, A., Robinson, S. C., Cermakova, A. L., Siibak, A., & Kucirkova, N. I. (2024) · doi:10.31265/usps.283 · Cited by 3 · see citing works
E-Collaboration Technologies With Generative AI Tools
Chandel, T. A. (2025) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3693-8332-2.ch016 · Cited by 2 · see citing works
Rol de los Agentes de Inteligencia Artificial en la Promoción de una Educación de Calidad
Coelho, C. S., Coelho, C.-E. S., Coelho, C. S., Coelho, C. S., & Freitas, C. M. C. (2025) · SAGA Revista Científica Multidisciplinar · doi:10.63415/saga.v2i2.81 · Cited by 2 · see citing works
Tecnologia na Comunicação Alternativa para Paralisia Cerebral: O Papel da Inteligência Artificial
dos Santos, B. G., & Pereira, E. D. S. (2024) · doi:10.5753/wiei.2024.245234 · Cited by 1 · see citing works
Famaye, T., Abimbade, O., & Adisa, I. O. (2025) · The Journal of Interactive Learning Research · doi:10.70725/183142fdpagp · Cited by 1 · see citing works
Creative Learning Using Generative AI: Empowering Problem-Solving and Programming Skills
Elanwar, R. (2025) · Springer series on cultural computing · doi:10.1007/978-3-031-86551-0_7 · Cited by 1 · see citing works
Wegemer, C. M., Halim, E., & Burke, J. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-13174-4_20 · Cited by 1 · see citing works
Graffunder, G., Erdmann, D. M., & Brackmann, C. P. (2025) · Revista Iberoamericana de Tecnología en Educación y Educación en Tecnología · doi:10.24215/18509959.42.e6 · Cited by 1 · see citing works
Dahlan, S., Dollah, S., Weda, S., & Sunra, L. (2026) · Theory and Practice in Language Studies · doi:10.17507/tpls.1602.17 · Cited by 1 · see citing works
Inteligência Artificial e aprendizagem matemática no ensino médio: evidências e impactos
de Azevedo, G. T. (2025) · Revista Latinoamericana de Investigación en Matemática Educativa · doi:10.12802/relime.2025.28.e691 · Cited by 1 · see citing works
Generative AI in Children's Creative Collaboration: Impact, Perception, and Design Guidelines
Yoo, D., Newman, M., Pitt, C., Vo, K. H., Zhang, M., Kim, M., Davis, K., & Yip, J. C. (2026) · International Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3790907 · Cited by 1 · see citing works
EFEITOS DA INTELIGÊNCIA ARTIFICIAL GENERATIVA NA EDUCAÇÃO BÁSICA
Silva, R. D., & do Horto, Y. F. S. (2026) · Interfaces Científicas - Educação · doi:10.17564/2316-3828.2026v13n2p84-102 · Cited by 1 · see citing works
Wuwen, Z., Yu, H., Xia, M., Yang, M., & Ja, J. (2026) · Education and Information Technologies · doi:10.1007/s10639-026-14030-z · Cited by 1 · see citing works
Toys that listen, talk, and play: Understanding Children's Sensemaking and Interactions with AI Toys
Dangol, A., Gupta, M., Yoo, D., Wolfe, R., Yip, J. C., Roesner, F., & Kientz, J. A. (2026) · ACM International Conference on Interaction Design and Children (IDC) · doi:10.1145/3773077.3806142 · Cited by 1 · see citing works
Thomas Knaus im Gespräch mit Christian Leineweber
Knaus, T., & Leineweber, C. (2026) · Ludwigsburger Beiträge zur Medienpädagogik · doi:10.21240/lbzm/26/25 · Cited by 1 · see citing works
Employment of AI in Higher Education
Jain, R., Parmar, K. J., Palaniappan, D., & Premavathi, T. (2025) · Advances in educational technologies and instructional design book series · doi:10.4018/979-8-3693-7949-3.ch003 · Cited by 1 · see citing works
Li, X., Xia, L., He, Z., Wu, P., Chen, D., & Fan, L. (2024) · IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie61694.2024.10893341 · Cited by 1 · see citing works
AI-Based Chatbots for Education
Sivathanu, B., Nannaware, S. C., Pillai, R., & Abidi, N. (2025) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3373-2185-1.ch007 · Cited by 1 · see citing works
Perspectives Before and After COVID-19 for Technology-Based Education of Pediatric Cancer Patients
dos Santos, P. R., Barbosa, D. N. F., Barbosa, J. L. V., & Gregorio, L. (2024) · Advances in educational technologies and instructional design book series · doi:10.4018/979-8-3693-2885-9.ch012
Programming Language Learning in K-12 Education
Poitras, E., Crane, B. G. C., Dempsey, D., Siegel, A. A., & Farion, C. (2024) · Advances in educational technologies and instructional design book series · doi:10.4018/979-8-3693-9806-7.ch010
Freedom to experiment? Design as an impetus for collaboration
Nerantzi, C., Kioupi, V., Hammersley, J., Rofe, J. S., Mitsa, D., Malone, C., & Borde, R. (2025) · Perspectives Policy and Practice in Higher Education · doi:10.1080/13603108.2024.2446937
Lavanga, A., Baldini, R., Santis, A. D., & Mori, G. (2025) · EDUCATION SCIENCES AND SOCIETY · doi:10.3280/ess2-2024oa18459
Lee, A. (2025) · Asia-Pacific Journal of Futures in Education and Society · doi:10.58946/apjfes-4.1.p1
Can Generative AI Promote Democracy? Countering Polarization with Digital StorytellingPreprint
Wegemer, C. M., & Burke, J. (2025) · doi:10.35542/osf.io/cfrj8_v1
Inteligência artificial generativa e a educação infantil
Marques, V. C. (2025) · doi:10.47749/t/unicamp.2025.1500884
Tutoring and Mentoring in the Age of AI
Manoharan, G. (2025) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3373-4621-2.ch011
Porhonar, P., Carroll, F., Thorne, S., & Kahtan, H. (2025) · doi:10.14236/ewic/bcshci2025.60
Human Collaboration in the Age of AI
ElSayary, A., & Ragab, K. (2026) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-2600-0328-2.ch002
Papadakis, S. (2026) · Natural Science Education in a Comprehensive School (NSECS) · doi:10.48127/gu/26.32.89
Manga, D., & Islami, A. N. M. (2026) · Priviet Social Sciences Journal · doi:10.55942/pssj.v6i5.1084
Pedagogical Innovation and Its Enemies: Prospects from Technology and AI
Andreadakis, Z. (2026) · Sustainable development goals series · doi:10.1007/978-3-032-22167-4_5
Δαρδανού, Μ., Misirli, A., Hatzigianni, M., & Komis, V. (2026) · Sustainable development goals series · doi:10.1007/978-3-032-22167-4_18
Ding, S., Smith, J. B., Gautier, K., Garrett, S., Magerko, B. S., Freeman, J., Pardo, B., Ludi, S. A., Brown, T. L., & McKlin, T. (2026) · ACM International Conference on Interaction Design and Children (IDC) · doi:10.1145/3773077.3812141
Dahlén, M., Birkeland, H., Kjellmo, I., Moen, M., Bull, S. T., & Galåen, S. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-30846-7_4
Rafik, L., Alsaadani, S., & Abdel-Moneim, N. M. (2026) · Advances in Science, Technology & Innovation/Advances in science, technology & innovation · doi:10.1007/978-3-032-25471-9_10
Augmenting Learning Through Creation: Generative AI Support for Comic-Making About Sustainability
Chase, C. C., Thiessen, R., Teamey, P., & Schwartz, D. L. (2026) · Springer eBooks · doi:10.1007/978-3-032-24819-0_16
- Authors
- Resnick, M.
- Affiliations
- MIT Media Lab (US)
- Corresponding author
- Resnick, Mitchel
- Venue
- An MIT Exploration of Generative AI
- Publisher
- PubPub
- Published
- 2024-03-27
- OpenAlex
- W4393229395
- Cited by
- 50
- References
- 2
- Citations by year
- 2026: 15 · 2025: 24 · 2024: 11
- FWCI
- 18.86
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Topics
- Physical Sciences › Computer Science › Information Systems › Artificial Intelligence in Education
- Physical Sciences › Computer Science › Information Systems › Digital Education and Society
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Keywords
- generative AI, creative learning, ChatGPT, technology integration in education, educational values, educational vision, learning environment, generative AI in teaching
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