Artificial Intelligence has advanced considerably in recent years, with systems surpassing human abilities in various tasks. However, the true difficulty lies not just in training these models, but in deploying them effectively in practical scenarios. This is where inference in AI becomes crucial, surfacing as a critical focus for scientists and in