Silicon vendors are shifting architectural focus toward specialized NPUs as smartphone vendors seek local processing for generative artificial intelligence tasks.
Latency and Privacy Drive Local Compute
Processing queries locally reduces reliance on cloud API endpoints, lowering latency and addressing data privacy mandates. Industry benchmarks now weigh NPU TOPS equally with graphics performance.