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This article discusses the challenges of supporting hyperscale AI services using distributed cloud technology, including edge nodes and IoT devices. It also mentions the emergence of new computing architectures and the need for heterogeneous resources in a cloud computing environment. The article highlights the importance of these developments in the field of AI and their impact on industries and research.