The Intelligence Processing Unit (IPU) is a specialized hardware accelerator designed to handle complex AI and machine learning workloads, offloading tasks from traditional CPUs and GPUs. As AI becomes increasingly integral to various applications, IPUs are gaining relevance in the tech community for their potential to improve performance, efficiency, and scalability in data centers, cloud infrastructure, and edge computing environments.