Research on the Sustainable Development Path of the Urban Community 15-Minute Fitness Circle Empowered by AI Smart Sports

Abstract

As the national fitness-for-all strategy has been implemented,the “15-minute fitness circle” Has largely achieved full coverage of urban communities,is now at a critical stage of transitioning from basic availability to high quality.the rapid advancement of artificial intelligence (AI) technologies has provided new momentum for this transition.this study focuses on AI smart sports empowering the urban community 15-minute fitness circle. It systematically reviews the current application of AI technologies in community fitness scenarios, analyzes their driving effects in terms of facility intelligence, service personalization, and data-driven management, and reveals the practical challenges including low data quality, insufficient technical adaptability, unclear operational models, and deficiencies in age-friendly design.