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Latency is important for AI inference because it directly impacts the user experience and the overall performance of an application. Lower latency means that the time taken for the AI model to process an input and generate an output is reduced. This is critical in real-time applications where delays can lead to user frustration, missed opportunities, or a poor experience. Furthermore, for interactive applications, such as chatbots or real-time recommendation systems, low latency allows for more natural, conversational interactions. In high-