Computex 2026 sessions and demos suggest the PC market is moving toward locally-run AI agents — machines with enough on-device compute to run autonomous agents without constant cloud round-trips. Chipmakers and OEMs are racing to embed neural engines and edge AI frameworks into next-gen consumer and business systems.
For infrastructure leaders evaluating endpoint security and on-device ML deployment, the trend underscores the shift from cloud-centric to hybrid architectures. Expect OEM roadmaps to prioritize NPU integration and local model serving over the next 18 months.