AI has advanced considerably in recent years, with systems surpassing human abilities in diverse tasks. However, the real challenge lies not just in developing these models, but in implementing them efficiently in everyday use cases. This is where AI inference takes center stage, surfacing as a key area for researchers and innovators alike.Defining