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李世鵬教授：從GPT的人類認知類比中窺見通用人工智能的黎明

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【引言】

GPT/ChatGPT的快速發(fā)展掀起了人工智能新一輪的浪潮，但其表現(xiàn)出智能的原理依然眾說紛紜。一直以來，認知科學的新發(fā)現(xiàn)往往可以指導人工智能的研究方向。本次講座將試著分析GPT和人類認知過程的相似之處，并指出GPT/ChatGPT不僅代表著一個新時代的開始，也代表著通向人工通用智能的道路。

第十期 IEEE TNSE 杰出講座系列活動，我們有幸邀請到李世鵬教授介紹從人類認知的角度理解GPT的原理，并分享他在這個領域內(nèi)的相關研究成果與有趣發(fā)現(xiàn)。

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執(zhí)行主席

Executive Chair

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黃建偉

香港中文大學（深圳）校長講座教授、協(xié)理副校長

AIRS 副院長兼群體智能中心主任

IEEE TNSE主編

IEEE Fellow

AAIA Fellow

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報告嘉賓

Speaker

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李世鵬

粵港澳大灣區(qū)數(shù)字經(jīng)濟研究院（IDEA）講席科學家

中國科技部人工智能產(chǎn)業(yè)技術創(chuàng)新戰(zhàn)略聯(lián)盟（AITISA）聯(lián)合創(chuàng)始人兼聯(lián)合秘書長

香港中文大學（深圳）和香港科技大學（廣州）兼職教授

國際歐亞科學院（IEAS）院士

IEEE Fellow

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李世鵬教授是粵港澳大灣區(qū)數(shù)字經(jīng)濟研究院（IDEA）講席科學家、SAIL實驗室（蘇州）常務董事。他曾任深圳市人工智能與機器人研究院（AIRS）首席科學家、執(zhí)行院長，科大訊飛公司副總裁兼研究院聯(lián)席院長，科通芯城集團CTO。他也是微軟亞洲研究院（MSRA）的創(chuàng)始成員并曾擔任副院長、首席研究員及多媒體計算組主任研究員。目前，他任中國電子學會常務理事、中國科技部人工智能產(chǎn)業(yè)技術創(chuàng)新戰(zhàn)略聯(lián)盟（AITISA）聯(lián)合創(chuàng)始人兼聯(lián)合秘書長。李世鵬教授本科和碩士畢業(yè)于中國科學與技術大學，并于1996年在Lehigh大學獲得博士學位，在多媒體、物聯(lián)網(wǎng)及人工智能領域頗具影響力，發(fā)表論文330余篇，被引用26,732次（H指數(shù)：85），并擁有美國專利205項。他在2011年獲評IEEE fellow，并且在2020年被 Guide2Research 評為全球 1000 名頂尖計算機科學家之一。現(xiàn)在還是國際歐亞科學院（IEAS）院士和香港中文大學（深圳）和香港科技大學（廣州）的兼職教授。李教授曾任IEEE核心學刊的總編輯和副總編輯；培養(yǎng)出4位MIT TR35創(chuàng)新獎獲得者。

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The Analogy of Human Cognition in GPT – The Dawn of AGI?

Shipeng Li

Abstract: The rapid development of GPT/ChatGPT, brings a new wave in AI development. But why it can enable intelligence emergence still largely remains as guess work today. Let’s pause for a moment to see if we can gain some hints to better understand the principles of GPT from the human cognition perspective. New discoveries in cognitive science could guide the direction of the research of artificial intelligence. With large-scale models, and large-scale real data collected in the human cognitive process, we may be able to emulate more precisely the human cognitive process. “Start like a baby, learn like a kid” (Credit: Prof. Josh Tenenbaum, MIT) may be a viable approach for us to better understand GPT. This talk will try to analyze the analogy of GPT and human cognition process, and point out GPT/ChatGPT not only represents the start of a new era, but also represents a path to artificial general intelligence.

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Bio：

Dr. Shipeng Li is a Chair Scientist of International Digital Economy Academy (IDEA) and Managing Director of SAIL Labs (Suzhou). He was the Chief Scientist and Executive President of Shenzhen Institute of Artificial Intelligence and Robotics for Society (AIRS), Corporate Vice President and Co-President of Research of iFLYTEK, and the CTO of Cogobuy Group. He was a founding member of Microsoft Research Asia (MSRA) and served as the Research Area Manager. Dr. Li was the EiC (2018-2019) of IEEE Transactions on Circuits and Systems for Video Technology. He is quite influential in multimedia, IoT and artificial intelligence areas, and holds 205 US patents and published 330+ papers with 26,732 citations (H-index: 85). He was named as one of the top 1,000 computer scientists in the world by Guide2Research. He has trained 4 MIT TR35 Innovator Award Winners. Dr. Li received B.S. and M.S. from USTC and Ph.D. from Lehigh University. He is a Standing Director for the Chinese Institute of Electronics, the co-founder and Joint Secretary General of AI Industry Technology Innovation Strategic Alliance (AITISA) under China MOST. Dr. Li is an IEEE Fellow and an IEAS (International Eurasian Academy of Science) Academician, and an Adjunct Professor of the Chinese University of Hong Kong (Shenzhen) and Hong Kong University of Science and Technology (Guangzhou).