AI has advanced considerably in recent years, with models matching human capabilities in various tasks. However, the real challenge lies not just in creating these models, but in utilizing them effectively in practical scenarios. This is where inference in AI comes into play, surfacing as a key area for researchers and innovators alike.Defining AI