NVIDIA PAIR beta turns idle PCs on your network into one AI inference pool
NVIDIA's open-source PAIR beta auto-discovers compatible PCs, Macs, and DGX Spark machines on your local network and routes each inference request to whichever node has spare capacity. It speaks Ollama and LM Studio, so agents and apps hit one local endpoint while prompts and responses never leave the house. This is a scheduler, not a GPU merger: multi-agent workloads that stall waiting on one GPU get parallelized, no tensor sharding required.