Home >> DeepSeek Series Specialized Online Open Courses Compilation >>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
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
Speaker:Xiao 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.
Abstract:Since the second half of 2024,next-generation large models represented byDeepSeek-R1and theGPT-o serieshave 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 recognizedAI Agent tools.Finally,the lecture will present a case study on theFour-Chain Integrated Industrial Brain—a sophisticated AI application system—and outline future paradigms for AI system development.