Artificial Intelligence has achieved significant progress in recent years, with models surpassing human abilities in numerous tasks. However, the main hurdle lies not just in developing these models, but in implementing them effectively in everyday use cases. This is where inference in AI takes center stage, surfacing as a critical focus for resear