AI has advanced considerably in recent years, with systems surpassing human abilities in various tasks. However, the main hurdle lies not just in creating these models, but in deploying them effectively in real-world applications. This is where inference in AI takes center stage, surfacing as a critical focus for researchers and tech leaders alike.