Artificial Intelligence has made remarkable strides in recent years, with systems achieving human-level performance in various tasks. However, the true difficulty lies not just in training these models, but in deploying them efficiently in practical scenarios. This is where AI inference takes center stage, surfacing as a primary concern for scienti