NVIDIA accelerates local AI at IFA 2026 with faster inference, NVIDIA PAIR and October RTX Spark PCs
At IFA 2026, NVIDIA, Microsoft and partners unveiled a wave of local AI upgrades: simplified local model setup for Hermes Agent, OpenClaw and Perplexity Portable Computer, up to 1.9x faster llama.cpp inference, and a free NVIDIA PAIR tool that routes AI inference across PCs on a home network.









