Artificial Intelligence as a Learning Tool and Teachers as Validators
Fostering Growth Mindset in 21st-Century Classroom Learning
DOI:
https://doi.org/10.56741/IISTR.jetia.002275
Keywords:
Artificial Intelligence, Classroom Learning, Educational Technology, Growth Mindset, Teacher as Validator
Abstract
The rapid integration of artificial intelligence (AI) into educational settings has introduced both opportunities and tensions in classroom learning. This article examines the role of AI as a learning tool and positions teachers as validators who ensure accuracy, depth, and pedagogical integrity in AI-assisted environments. Drawing on growth mindset theory, the study proposes a conceptual framework, the AI-Teacher Synergy Framework (ATSF), which delineates three interconnected phases: AI-Assisted Exploration, Teacher Validation and Feedback, and Growth Mindset Reinforcement. Through a synthesis of recent literature, the article presents findings across three dimensions: the capacity of AI to catalyze active learning, the evolving role of teachers from content deliverers to validators and mentors, and the function of growth mindset as a bridge between technology use and meaningful learning outcomes. Results indicate that AI tools increase student engagement and personalize learning pathways, but their effectiveness depends on teachers who critically evaluate AI outputs and cultivate resilience in learners. The article concludes that sustainable AI integration requires a synergistic model where technology augments instruction and teachers remain the authoritative validators of knowledge construction.
References
U.S. Department of Education, “Artificial intelligence and the future of teaching and learning,” Washington, DC, USA, 2023.
C. S. Dweck, Mindset: The New Psychology of Success. New York, NY, USA: Random House, 2006.
S. Grassini, “Shaping the future of education: Exploring the potential and consequences of AI and ChatGPT in educational settings,” Education Sciences, vol. 13, no. 7, p. 692, 2023. DOI: https://doi.org/10.3390/educsci13070692
R. Luckin, W. Holmes, M. Griffiths, and L. B. Forcier, Intelligence Unleashed: An Argument for AI as a Tool for Learning. London, U.K.: Pearson, 2016.
D. S. Yeager et al., “A national experiment reveals where a growth mindset improves achievement,” Nature, vol. 573, pp. 364–369, 2019. DOI: https://doi.org/10.1038/s41586-019-1466-y
L. Chen, P. Chen, and Z. Lin, “Artificial intelligence in education: A review,” IEEE Access, vol. 8, pp. 75264–75278, 2020. DOI: https://doi.org/10.1109/ACCESS.2020.2988510
W. Holmes, M. Bialik, and C. Fadel, Artificial Intelligence in Education: Promises and Implications for Teaching and Learning. Boston, MA, USA: Center for Curriculum Redesign, 2019.
O. Zawacki-Richter, V. I. Marín, M. Bond, and F. Gouverneur, “Systematic review of research on artificial intelligence applications in higher education,” International Journal of Educational Technology in Higher Education, vol. 16, no. 1, p. 39, 2019. DOI: https://doi.org/10.1186/s41239-019-0171-0
T. Alam, “A comprehensive review on generative AI for education,” IEEE Access, vol. 12, pp. 120312–120340, 2024. DOI: https://doi.org/10.1109/ACCESS.2024.3468368
K. R. Koedinger, J. R. Anderson, W. H. Hadley, and M. A. Mark, “Intelligent tutoring goes to school in the big city,” International Journal of Artificial Intelligence in Education, vol. 8, pp. 30–43, 1997.
C. S. Dweck and D. S. Yeager, “Mindsets: A view from two eras,” Perspectives on Psychological Science, vol. 14, no. 3, pp. 481–496, 2019. DOI: https://doi.org/10.1177/1745691618804166
American Psychological Association, “Classrooms are adapting to the use of artificial intelligence,” APA Monitor, Jan. 2025.
Michigan Virtual Learning Research Institute, “AI in education: A 2025 snapshot of trust, use, and emerging practices,” 2025.
S. M. Claro, D. Paunesku, and C. S. Dweck, “Growth mindset tempers the effects of poverty on academic achievement,” Proceedings of the National Academy of Sciences, vol. 113, no. 31, pp. 8664–8668, 2016. DOI: https://doi.org/10.1073/pnas.1608207113
Z. Zhai, “Artificial intelligence in teaching and teacher professional development,” Computers and Education: Artificial Intelligence, vol. 6, Art. no. 100218, 2024.
J. Yang, “Student engagement with ChatGPT for educational tasks: Effects of task design and student engagement,” Computers and Education: Artificial Intelligence, vol. 8, Art. no. 100350, 2025.
E. Kasneci et al., “Transforming education with generative AI: Promises and challenges,” IEEE Access, vol. 13, pp. 45230–45260, 2025.
M. A. Al-Zahrani, “The influence of ChatGPT and AI tools on academic performance,” ResearchGate, 2023.
P. Blikstein, “Pre-college computer science education: A survey of the field,” Mountain View, CA, USA: Google LLC, 2018.
L. S. Vygotsky, Mind in Society: The Development of Higher Psychological Processes. Cambridge, MA, USA: Harvard Univ. Press, 1978.
J. Selby, “Enhancing teacher AI literacy and integration through different types of professional development,” Computers and Education: Artificial Intelligence, vol. 6, Art. no. 100193, 2024. DOI: https://doi.org/10.1016/j.caeo.2024.100178
Y. Wang et al., “AIA-PCEK: A new framework for teaching with AI,” Cogent Education, vol. 12, no. 1, Art. no. 2563171, 2025. DOI: https://doi.org/10.1080/2331186X.2025.2563171
D. Crompton and D. Burke, “Artificial intelligence in higher education: The state of the field,” International Journal of Educational Technology in Higher Education, vol. 20, no. 22, 2023. DOI: https://doi.org/10.1186/s41239-023-00392-8
K. VanLehn, “The relative effectiveness of human tutoring, intelligent tutoring systems, and other tutoring systems,” Educational Psychologist, vol. 46, no. 4, pp. 197–221, 2011. DOI: https://doi.org/10.1080/00461520.2011.611369
M. Sharma, “AI as a co-facilitator: Exploring prompt-based learning in teacher education classrooms,” IJRIAS, vol. 10, no. 3, 2025.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Mamet Mustofa, Mutiara Kartika, Surya Wahyu Hidayat, Riana Mahsar

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





