Artificial Intelligence has made remarkable strides in recent years, with systems matching human capabilities in diverse tasks. However, the real challenge 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, surfacing as a critical focus for scientists