"Chip designers like Arm, Nvidia, and AWS are marketing CPUs as 'AI agent' optimized. Critics argue these are general-purpose processors rather than specialized AI accelerators. Industry leaders disagree on whether latency or throughput is the primary metric for agentic workloads."