How XPUs Meet a World-Class AI Factory

Nvidia is advocating for a shift in data center design, proposing that infrastructure be built as integrated AI factories rather than collections of independent accelerators. This approach prioritizes operational metrics such as token output per watt and system uptime to manage the growing demands of large-scale intelligence generation. By focusing on full-factory economics, the company aims to optimize the efficiency and cost-effectiveness of high-performance computing clusters.