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This systematic literature review investigates the role of artificial intelligence (AI) in enhancing sustainability within the fashion industry, with a specific emphasis on upcycling pre-production waste. The review synthesizes existing research to identify key AI applications that optimize waste management, promote circular economy principles, and address the environmental challenges faced by the sector. By analyzing the barriers and opportunities associated with AI integration in the fashion industry, this study provides a comprehensive overview of current innovations and practices. The findings highlight critical gaps in the literature, offering valuable insights for future researchers seeking to explore AI's potential in sustainable fashion. This review serves as a foundational resource, encouraging interdisciplinary collaboration and further investigation into AI-driven strategies that can effectively reduce waste and foster responsible production practices in the fashion industry. Ultimately, it aims to inspire new research initiatives that align technological advancements with sustainability goals.
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Jaitly et al. (2024) studied this question.