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Season 2,Lecture 1(Part 1):From Large Models and AI Agents to Building Complex AI Application Systems—A Case Study of the Industrial Brain
April 23, 2025

    SpeakerXiao Jun

    Professor and Doctoral Supervisor at the College of Computer Science and Technology,Zhejiang University;Deputy Director of the Artificial Intelligence Research Institute and Associate Director of the AI Education and Teaching Research Center.Qiushi    Distinguished Professor,Chang Jiang(Yangtze River)Scholar Distinguished Professor under the Ministry of Education’s Talent Program.Vice Chairman/Secretary-General of the Zhejiang Computer Society.

    AbstractSince the second half of 2024,next-generation large models represented by DeepSeek-R1 and the GPT-o series have demonstrated significantly enhanced capabilities,poised for large-scale industrial adoption.This lecture will first investigate the driving forces behind the exceptional performance of these advanced reasoning-oriented large models.It will then discuss methodologies for constructing complex AI application systems,leveraging the widely recognized AI Agent tools.Finally,the lecture will present a case study on the Four-Chain Integrated Industrial Brain —a sophisticated AI application system—and outline future paradigms for AI system development.



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