AI has advanced considerably in recent years, with models matching human capabilities in various tasks. However, the main hurdle lies not just in training these models, but in utilizing them efficiently in real-world applications. This is where AI inference becomes crucial, emerging as a key area for researchers and tech leaders alike.Defining AI I