The Urgent Case for AI Literacy in the 21st Century
International Educational Review, Volume 3, Issue 1, April 2025, pp. 41-44
OPEN ACCESS VIEWS: 12 DOWNLOADS: 7 Publication date: 14 May 2025
OPEN ACCESS VIEWS: 12 DOWNLOADS: 7 Publication date: 14 May 2025
ABSTRACT
Artificial Intelligence (AI) is reshaping how we learn, work, communicate, and interact with society. As intelligent systems become increasingly integrated into everyday life, fostering AI literacy has emerged as a critical educational and civic imperative. This editorial explores the evolving concept of AI literacy, emphasizing its cognitive, ethical, and pedagogical dimensions. Drawing on recent scholarly work, the article highlights the challenges and opportunities of integrating AI literacy into K–12 education, teacher preparation, and interdisciplinary curricula. It argues that AI literacy must be treated as a form of multiliteracy, spanning technical understanding, critical awareness, and metacognitive ability, and advocates for inclusive, reflective, and scalable educational frameworks. The article concludes with recommendations for policymakers, educators, and institutions to ensure AI literacy is accessible and equitable in the 21st-century learning landscape.
KEYWORDS
Artificial intelligence, AI literacy, digital education, teacher education, curriculum development, multiliteracy, metacognition, ethics in AI, K–12 education, educational technology
CITATION (APA)
Guvercin, S. (2025). The Urgent Case for AI Literacy in the 21st Century. International Educational Review, 3(1), 41-44. https://doi.org/10.58693/ier.313
REFERENCES
- Bakke, J., Kunda, L. L., & Lines, R. (2021). Artificial intelligence in education: Emerging pedagogical practices. International Journal of Artificial Intelligence in Education, 31(4), 562–580. https://doi.org/10.1007/s40593-021-00247-0
- Crawford, K. (2021). Atlas of AI: Power, politics, and the planetary costs of artificial intelligence. Yale University Press.
- Long, D., & Magerko, B. (2020). What is AI literacy? Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, 1–16. https://doi.org/10.1145/3313831.3376727
- Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2016). Intelligence unleashed: An argument for AI in education. Pearson Education.
- Ng, W., Nicholas, H., & Williams, A. (2021). Developing AI literacy in schools: Theoretical and pedagogical perspectives. Australian Educational Researcher, 48(4), 651–667. https://doi.org/10.1007/s13384-021-00433-5
- Siau, K., & Wang, W. (2018). Building trust in artificial intelligence, machine learning, and robotics. CUTTER Business Technology Journal, 31(2), 47–53.
- Touretzky, D. S., Gardner-McCune, C., Martin, F., & Seehorn, D. (2019). Envisioning AI for K-12: What should every child know about AI? Proceedings of the AAAI Conference on Artificial Intelligence, 33(01), 9795–9799. https://doi.org/10.1609/aaai.v33i01.33019795
- Tuomi, I. (2018). The impact of artificial intelligence on learning, teaching, and education. European Commission JRC Science for Policy Report. https://doi.org/10.2760/12297
- UNESCO. (2021). Artificial intelligence and education: Guidance for policymakers. UNESCO Publishing.
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