AI has advanced considerably in recent years, with systems achieving human-level performance in numerous tasks. However, the main hurdle lies not just in training these models, but in implementing them optimally in practical scenarios. This is where AI inference becomes crucial, arising as a key area for scientists and tech leaders alike.Defining A