AMD Is Building an Entire AI Machine to Challenge Nvidia, Not Just Another Chip

AMD is preparing Helios, a rack-scale AI system that combines processors, networking and software into one platform aimed at challenging Nvidia. Major commitments from Anthropic and Microsoft give the strategy credibility, but deployments, independent benchmarks, power efficiency and software maturity will determine whether it becomes a true alternative.