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AI has made remarkable strides in recent years, with models surpassing human abilities in numerous tasks. However, the real challenge lies not just in creating these models, but in deploying them optimally in practical scenarios. This is where AI inference takes center stage, emerging as a key area for researchers and tech leaders alike.Defining AI