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This Special Issue explores the dynamic relationship between artificial intelligence (AI) and edge computing, two revolutionary technologies that are transforming modern computing. It delves into how AI and edge computing can be optimized for each other, and the potential applications in various sectors such as healthcare, smart cities, and the Internet of Things. The issue also addresses security and privacy concerns in decentralized environments.