AI has advanced considerably in recent years, with algorithms matching human capabilities in numerous tasks. However, the true difficulty lies not just in developing these models, but in implementing them efficiently in everyday use cases. This is where inference in AI takes center stage, arising as a key area for researchers and industry professio