Artificial Intelligence has advanced considerably in recent years, with systems surpassing human abilities in diverse tasks. However, the real challenge lies not just in training these models, but in implementing them effectively in real-world applications. This is where inference in AI becomes crucial, arising as a key area for scientists and tech