AMD Bets on Unified Memory Architecture for Next-Gen AI Workloads

AMD is positioning unified memory architecture (UMA), exemplified by the Ryzen AI MAX 400 series, as a core design principle for future products targeting local AI inference. UMA allows CPU and GPU to share a single memory pool, increasing effective memory bandwidth and capacity for large model inference without discrete GPU VRAM limits.