Machine learning has advanced considerably in recent years, with algorithms matching human capabilities in various tasks. However, the main hurdle lies not just in training these models, but in utilizing them efficiently in real-world applications. This is where AI inference becomes crucial, surfacing as a key area for scientists and industry profe