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Review

Challenges and Opportunities for Leveraging Generative AI for Sustainability Education: A Critical Review

by
Marcellus Forh Mbah
1,*,
Tsamarah Rana Nugraha
1 and
Iryna Kushnir
2
1
Manchester Institute of Education, The University of Manchester, Oxford Rd., Manchester M13 9PL, UK
2
Nottingham Institute of Education, Nottingham Trent University, Clifton Campus, Nottingham NG11 8NS, UK
*
Author to whom correspondence should be addressed.
Sustainability 2025, 17(23), 10623; https://doi.org/10.3390/su172310623
Submission received: 15 September 2025 / Revised: 15 November 2025 / Accepted: 18 November 2025 / Published: 26 November 2025

Abstract

The integration of generative artificial intelligence (Gen-AI) into sustainability education is justified by its potential to introduce sustainability perspectives through transformative learning. By encouraging individuals to critically reflect and challenge their prior beliefs and assumptions, Gen-AI can deepen their understanding of sustainability concepts and inspire long-term commitment to sustainable practices. While the broader educational potential of Gen-AI has been widely explored, previous research tends to overlook its specific benefits and implications within the context of sustainability education. This paper addresses this gap by exploring both the opportunities and challenges of employing Gen-AI in the context of sustainability education through a critical review of diverse outputs. A thematic analysis of the outputs reveals a complex interplay between the opportunities and challenges. While Gen-AI offers access to information, personalised learning, fosters creativity, and decision-making support, the associated challenges, such as unequal access, overreliance on use, unreliable outputs, and environmental cost, may undermine the opportunities and the broader efforts to foster sustainability. The originality of this paper lies in providing critical insights for institutions, educators, and policymakers seeking to harness generative AI to advance sustainability education, an area pivotal to the pursuit of a just and sustainable future.
Keywords: generative AI; sustainability education; transformative learning; opportunities; challenges generative AI; sustainability education; transformative learning; opportunities; challenges

Share and Cite

MDPI and ACS Style

Mbah, M.F.; Nugraha, T.R.; Kushnir, I. Challenges and Opportunities for Leveraging Generative AI for Sustainability Education: A Critical Review. Sustainability 2025, 17, 10623. https://doi.org/10.3390/su172310623

AMA Style

Mbah MF, Nugraha TR, Kushnir I. Challenges and Opportunities for Leveraging Generative AI for Sustainability Education: A Critical Review. Sustainability. 2025; 17(23):10623. https://doi.org/10.3390/su172310623

Chicago/Turabian Style

Mbah, Marcellus Forh, Tsamarah Rana Nugraha, and Iryna Kushnir. 2025. "Challenges and Opportunities for Leveraging Generative AI for Sustainability Education: A Critical Review" Sustainability 17, no. 23: 10623. https://doi.org/10.3390/su172310623

APA Style

Mbah, M. F., Nugraha, T. R., & Kushnir, I. (2025). Challenges and Opportunities for Leveraging Generative AI for Sustainability Education: A Critical Review. Sustainability, 17(23), 10623. https://doi.org/10.3390/su172310623

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