Artificial Intelligence has made remarkable strides in recent years, with algorithms matching human capabilities in diverse tasks. However, the real challenge lies not just in developing these models, but in utilizing them efficiently in practical scenarios. This is where AI inference comes into play, surfacing as a critical focus for scientists an