Machine learning has advanced considerably in recent years, with algorithms surpassing human abilities in numerous tasks. However, the real challenge lies not just in creating these models, but in implementing them efficiently in real-world applications. This is where inference in AI takes center stage, emerging as a critical focus for scientists a