Agentic AI Changes the CPU/GPU Equation

AMD discusses how agentic AI—autonomous AI systems that plan and execute tasks—is shifting the balance between CPU and GPU workloads. Unlike traditional AI inference, agentic workflows require more frequent, low-latency CPU processing for orchestration and decision-making, alongside GPU compute. This evolution calls for a more balanced system architecture rather than GPU-only dominance.