Artificial Intelligence has achieved significant progress in recent years, with models matching human capabilities in diverse tasks. However, the true difficulty lies not just in creating these models, but in deploying them effectively in real-world applications. This is where inference in AI becomes crucial, surfacing as a critical focus for resea