What is the difference between NVIDIA AI servers and regular rack servers?

The core differences are GPU expansion, power, cooling and high-speed interconnects. Regular racks are CPU-oriented with at most 1-2 GPUs; AI servers natively support multiple GPUs with high-wattage PSUs, high-airflow cooling and IB/RoCE NICs, purpose-built for parallel computing.