智能体走向终端，个人AI时代正在到来

TL;DR - Qualcomm and IDC outlined a “personal AI” vision in which agents run across phones, PCs, glasses, and wearables using coordinated on-device, edge, and cloud computing. The shift could make AI more personalized and proactive while reshaping device architectures and ecosystems.

• Personal AI depends on persistent sensing, personal memory, privacy safeguards, natural interaction, and cross-device continuity.
• Agent workloads combine perception, memory, reasoning, and tool execution, requiring high-performance, low-power heterogeneous computing.
• Qualcomm highlighted its Oryon CPU, Adreno GPU, Hexagon NPU, sensor hub, memory, and unified software stack as an implementation foundation.
• IDC expects phones to serve as the central personal-AI hub, with glasses and other devices acting as additional contextual interfaces.