Artificial Intelligence has advanced considerably in recent years, with algorithms achieving human-level performance in numerous tasks. However, the real challenge lies not just in creating these models, but in utilizing them efficiently in everyday use cases. This is where inference in AI takes center stage, emerging as a critical focus for resear