Hardware & Chips
Edge AI in 2026: On-Device LLMs and the Rise of NPUs in Consumer Hardware
On-device LLMs went mainstream in 2026 as NPUs hit 50–100 TOPS. A practical look at bandwidth, cost, privacy, and what to buy or build.
Topic
#on-device-llm
Everything tagged “on device llm” across News, Learn, Research and Interviews.