Machine learning has made remarkable strides in recent years, with models matching human capabilities in numerous tasks. However, the true difficulty lies not just in training these models, but in utilizing them effectively in practical scenarios. This is where inference in AI comes into play, surfacing as a key area for researchers and innovators