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This book presents a pioneering exploration into the intersection of artificial intelligence and urban design, focusing on the role AI can play in creating healthier, more sustainable cities. It is a comprehensive, multidimensional framework for transforming urban spaces into environments that not only optimize physical infrastructure but also prioritize the mental, ecological, and social well-being of inhabitants. The book presents a vision of cities as living, dynamic organisms—intelligent, responsive, and attuned to the needs of their populations. Through the deployment of cutting-edge AI technologies, such as Graph Neural Networks (GNNs), Convolutional Neural Networks (CNNs), and Reinforcement Learning (RL), the urban space itself becomes a tool for improving the overall health of its residents.