Why CPUs still matter in the age of AI agents

CPUs still play a crucial role in AI infrastructure despite GPUs and TPUs getting more attention. This is because CPUs handle tasks such as data preprocessing, model development, and data transfer, which are essential for AI workloads. As a result, engineers should not overlook the importance of CPU selection and optimization when building AI systems. In fact, a well-optimized CPU can significantly improve overall system performance and efficiency. This highlights the need for a balanced approach to AI infrastructure that considers both CPU and GPU/TPU capabilities.