Agentic AI Alters The CPU-GPU Balance

Key Takeaways: Agentic AI, reasoning models, mixture-of-expert architectures, and reservoir computing are changing how AI workloads use compute resources. Agentic AI is particularly popular, and because it requires more CPU, CPU supply is coming under pressure. Mixture-of-experts models are becoming very popular, enabling specialized queries that require fewer parameters to load. Convolutional neural networks (CNNs) and large language models (LLMs) have dominated commercial AI for some time. Pro