Hot Chips 2026: Nvidia presents Groq 3 LPX architecture and unveils its first third-party inference benchmark — LP30-based rack already in production, company s

An FPGA bridges the synchronous LPU domain and the asynchronous world of host I/O and GPU hand-offs, and Nvidia’s Dynamo runtime, together with an LPU extension to CUDA, orchestrates the split. The company put the gains …

SpaceXAI will deploy standalone Nvidia Vera CPUs for Grok’s agentic workloads — will use optimized Vera Rubin NVL72 in space with Starmind satellite

Agents spend much of their runtime off the GPU. A model that writes code, for example, calls tools, queries databases, and parses results by leaning on the host CPU between every inference pass; idle GPUs waiting on that…