Artificial Intelligence has achieved significant progress in recent years, with models surpassing human abilities in various tasks. However, the true difficulty 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 resear