# Qualcomm's Wan Weixing explains on-device MoE agents and cloud collaboration

> Original title: 终端侧AI：从单点应用走向智能体体验

- Source: Leiphone
- Published: 2026-11-08T07:54:00.000Z
- Bad Influence: https://badinfluence.news/items/yycvouos2azxbm6o6utnfar82
- Original: https://www.leiphone.com/category/chips/aOKsujJpdDvRKj5S.html

## Summary

Qualcomm AI product lead Wan Weixing says on-device AI is moving from single-task features toward agent experiences such as intent understanding, task orchestration and operating apps. He says mainstream devices typically run 2–3 billion parameter models, and that MoE models can raise capability within phone and PC memory and power limits. Qualcomm's MoE agent demo at the ninth China International Import Expo was built with Infris AI, Longsys and StepFun.