大语言模型与人类决策对比：从实验室研究到现实世界难题

标题	大语言模型与人类决策对比：从实验室研究到现实世界难题
日期和时间	2026年1月9日（周五） 10:30-12:00
地点	综合教学楼D403会议室
主讲人	胡舒悦博士上海人工智能实验室
摘要	Decision-making is a defining hallmark of human intelligence, and AI has been linked to decision-making since its inception. In this talk, we ask: How do large language models (LLMs) compare to humans in decision-making? We examine this question from three perspectives: (1) LLMs as stand-ins for humans, (2) LLMs interacting with humans, and (3) LLMs assisting humans. The first two perspectives benchmark LLMs against human behavior in canonical laboratory settings, including classic decision-making tasks and strategic games. The third shifts to higher-stakes, real-world contexts, exploring whether LLMs can help people navigate practical decision dilemmas.
主讲人简介	胡舒悦，上海人工智能实验室青年科学家，上海交通大学兼职博士生导师。研究方向：多智能体系统、大模型和博弈论。2019年博士毕业于香港中文大学。在PNAS、AAAI、IJCAI、NeurIPS、ICML、AAMAS等国际知名期刊会议发表论文60余篇。担任AAMAS 2024组委会成员和领域主席，期刊JAAMAS及Neurocomputing客座编辑，及多个人工智能国际知名会议（高级）程序委员。入选上海市海外高层次人才计划。