NVIDIA PAIR turns idle home PCs into a 2x faster local agent cluster

NVIDIA's free open-source PAIR beta pools RTX PCs and M4 Macs on your home network into one local inference cluster. What it genuinely speeds up, what it absolutely does not, and why routing jobs is not splitting models.

$ 2026.09.05 · 4 min read · #local AI

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NVIDIA PAIR turns idle home PCs into a 2x faster local agent cluster

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