Artificial Intelligence has advanced considerably in recent years, with algorithms matching human capabilities in various tasks. However, the main hurdle lies not just in developing these models, but in deploying them optimally in real-world applications. This is where AI inference takes center stage, arising as a critical focus for scientists and