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At the Caixin Roundtable - AI series event “The Next Stop for the Terminal Industry in the Intelligent Era” event held on July 27, Zhu Yuankun, a product technology expert at Qualcomm, said that personal AI must have the three core capabilities of personalization, full-time perception, and privacy security, and traditional computing architectures are undergoing systematic reshaping. The four competency modules of perception, memory, reasoning, and tool execution will together form the foundation for future intelligent experiences, and will become the core proposition for the future development of chip software and hardware design and operating system design. Furthermore, cloud-to-cloud collaboration will become an inevitable direction for agents to make full use of the advantages of different computing and scenarios in the cloud and terminals to achieve a truly personalized and efficient AI experience for smart devices.

Zhitongcaijing·07/27/2026 14:01:13
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At the Caixin Roundtable - AI series event “The Next Stop for the Terminal Industry in the Intelligent Era” event held on July 27, Zhu Yuankun, a product technology expert at Qualcomm, said that personal AI must have the three core capabilities of personalization, full-time perception, and privacy security, and traditional computing architectures are undergoing systematic reshaping. The four competency modules of perception, memory, reasoning, and tool execution will together form the foundation for future intelligent experiences, and will become the core proposition for the future development of chip software and hardware design and operating system design. Furthermore, cloud-to-cloud collaboration will become an inevitable direction for agents to make full use of the advantages of different computing and scenarios in the cloud and terminals to achieve a truly personalized and efficient AI experience for smart devices.