AI has made remarkable strides in recent years, with systems matching human capabilities in diverse tasks. However, the true difficulty lies not just in training these models, but in utilizing them effectively in practical scenarios. This is where inference in AI takes center stage, arising as a primary concern for scientists and industry professio