CONFIRMEDHARDWARE
It places jobs — it does not merge GPUs
Confirmed Sep 11, 2026 via InfoQ: PAIR proxies local inference requests across networked machines for multi-agent workloads — it does not merge GPUs or pool VRAM.
11 Sep 2026 · infoq.com
- InfoQ reported on 11 Sep 2026 that NVIDIA Personal AI Router (PAIR) is available in beta to distribute AI requests across computers on a local network for multi-agent workloads.
- PAIR receives a request through a proxy, matches engine/model needs, selects an eligible node that runs the job end-to-end, and returns the response while the agent still sees one connection.
Why it mattersBreadth-first agent fan-out is saturating single local GPUs; routing is the pragmatic fix NVIDIA is shipping.
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