#on-device-ai

The NPU quietly became standard hardware

Dedicated AI accelerators went from a phone-camera novelty to a block Microsoft now requires by spec. What an NPU actually does, why chipmakers put one in every new laptop, and why the TOPS number on the box deserves suspicion.

Silicon Desk · Aug 13, 2026 · 3 min read