NVIDIA ships open-source PAIR: turns idle home PCs into a local AI cluster, ~51% faster in demo
solyarisoftware · x · 2026-09-10
NVIDIA has released PAIR (Personal AI Router), free and Apache 2.0 open source: install it on computers you already own and it auto-discovers them, routing local AI work to whichever machine has capacity.
- Supported: GeForce RTX 20-series+, RTX PRO, DGX Spark/GB10, Apple M4+ Macs; Windows/Linux/macOS
- No exotic stack needed: works with Ollama, LM Studio, and existing OpenAI-compatible apps
- NVIDIA's demo (Hermes Desktop + Ollama, 5 subagents): one RTX Spark laptop took 18 minutes vs 8m48s across three machines — roughly 51% less completion time
Machines don't even need to be idle to participate.
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