Artificial Intelligence has achieved significant progress in recent years, with systems achieving human-level performance in diverse tasks. However, the main hurdle lies not just in developing these models, but in deploying them optimally in practical scenarios. This is where inference in AI takes center stage, arising as a critical focus for scien