AI has advanced considerably in recent years, with systems matching human capabilities in numerous tasks. However, the main hurdle lies not just in training these models, but in deploying them effectively in real-world applications. This is where inference in AI becomes crucial, arising as a key area for researchers and innovators alike.Defining AI