Nvidia is expanding its local AI push with new hardware and software announced at IFA 2026. The company’s RTX Spark platform is set to reach Windows PCs in October, while new tools aim to simplify the use of AI agents and speed up local inference. Lenovo and Acer are among the hardware partners, with Lenovo showing two Yoga models built around RTX Spark. Nvidia has also introduced PAIR, which allows computers on the same network to share AI inference workloads.
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