At the 2026 China Computer Conference, Qwen AI algorithm lead Jiang Guanjun outlined the company’s Personal Agent framework, combining models, layered memory and ecosystem integrations to support personalized, proactive services. InfoQ reported that Qwen mapped requirements across more than 30 industries, defined over 8,000 atomic model capabilities and involved industry experts in evaluation and optimization. Jiang also claimed the framework could theoretically approach 100% problem coverage across work, study and daily life, but that figure remains an unverified vendor assertion.