Artificial Intelligence 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 deploying them efficiently in real-world applications. This is where inference in AI comes into play, surfacing as a primary concern for scien