INFERENCING WITH COGNITIVE COMPUTING: THE DAWNING FRONTIER ENABLING PERVASIVE AND RESOURCE-CONSCIOUS MACHINE LEARNING UTILIZATION

Machine learning has made remarkable strides in recent years, with models matching human capabilities in diverse tasks. However, the true difficulty lies not just in training these models, but in utilizing them efficiently in real-world applications. This is where AI inference becomes crucial, emerging as a key area for experts and industry profess