Nvidia wants to turn your house of gaming PCs into an AI supercomputer

When you purchase through links in our articles, we may earn a small commission. Nvidia and its partners are ready to roll out new RTX Spark-powered devices in October, shoving the GPU goliath into the CPU spotlight with a beastly first processor that's augmented by powerful integrated graphics. It's all to chase the allure of local AI. And to set the stage, at IFA Berlin 2026, Nvidia is introducing new software designed to turn your RTX-powered gaming household into a miniature AI factory of its own. Dubbed Nvidia PAIR (short for "Personal AI Router"), the free application takes all the GPUs in your local network and dynamically shoots AI agents and subagents to the best available resources during inference tasks.