AI has advanced considerably in recent years, with systems matching human capabilities in diverse tasks. However, the true difficulty lies not just in developing 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 researchers and tech leaders alike