NVIDIA unveiled BlueField-4 STX at GTC, saying it delivers up to 5x higher token throughput and 4x better energy efficiency for AI infrastructure, with major cloud providers already signed on. The platform is pitched to speed agentic AI workloads by placing high-performance storage closer to accelerators.