Jiang Zhongran from Alibaba Qwen discusses the technical framework for personal AI agents: it requires coordinated progress among model, memory, and ecosystem
Jiang Zhongran, head of the Qwen AI algorithm team at Alibaba, shared technical practices for personal AI agents at the 2026 China Computer Conference. He divided AI applications into three stages: dialogue, agent, and assistant, noting that we are currently moving toward the assistant stage. Personal agents require coordination among three elements: model, memory, and ecosystem. The model covers over 30 industries with more than 8,000 capabilities, while memory must avoid noise accumulation.
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