DeepSeek：

Looking back at the three major ideologies of AI and strengthening general education

Speaker: Professor Wu Fei

Dean of the Undergraduate School, Secretary of the Party Committees of the School of Computer Science and Technology and the School of Software at Zhejiang University, Director of the Artificial Intelligence Research Institute, and Director of the Artificial Intelligence Education and Teaching Research Center. Qiushi Distinguished Professor, National Outstanding Youth, CAAI Fellow。 Chairman of the Education Working Committee of the Chinese Association for Artificial Intelligence.

Report Summary

This report introduces the historical development of artificial intelligence algorithms from the perspectives of symbolism, connectionism, and behaviorism, and analyzes the complementary advantages and disadvantages of the three ideologies. In response to the hot topic of generative artificial intelligence, the connection between ChatGPT, Sora, and DeepSeek is introduced. It is believed that DeepSeek's outstanding performance lies in its systematic collaborative innovation of algorithms, models, and systems, which is the result of the combination of collective intelligence and strength. Finally, the general education on artificial intelligence being carried out by Zhejiang University was introduced, and it was believed that the organic whole composed of systematic knowledge, constructive abilities, creative values, and humanistic ethics is the basic literacy of the era of artificial intelligence.

Chatting or Acting？

DeepSeek's Breakthrough Boundary and the Future Vision of 'Mr. Zhejiang University'

Speaker: Professor Chen Wenzhi

Director of the Information Technology Center and Deputy Director of the Artificial Intelligence Education and Teaching Research Center at Zhejiang University. Qiu Shi is a specially appointed professor, a renowned teacher under the National "Ten Thousand Talents Plan", the director of the Zhejiang Provincial Information Technology Teaching Guidance Committee, the chairman of the Education Technology Special Committee of the Zhejiang Higher Education Association, and the director of the Education Information Technology Special Committee of the Zhejiang Computer Society.

Report Summary

Firstly, analyze the technological breakthrough of DeepSeek and explain the driving role of reinforcement learning in the cognitive transition of models. Furthermore, the viewpoint of the dual helix intelligent evolution of "big models providing cognitive bases and intelligent agents achieving value closed loops" is proposed to explore the synergistic evolution of the two in promoting the transformation of educational paradigms. Introduce the scene of "Mr. Zhejiang University+DeepSeek+CASSI" landing in universities with wonderful examples, and show teachers and students the beautiful picture of "AI everywhere, everyone knows AI" in future education.