AI has advanced considerably in recent years, with algorithms matching human capabilities in diverse tasks. However, the true difficulty lies not just in creating these models, but in deploying them effectively in practical scenarios. This is where inference in AI takes center stage, emerging as a critical focus for scientists and innovators alike.