讲座内容简介：The literature on new product introduction pays little attention to how regulatory policies shape which products reach the market, despite strict oversight in many multibillion-dollar industries. We study this interaction for adaptive new products whose performance is hard to verify and evolves post-launch, such as medical devices enabled by artificial intelligence (AI). Motivated by...

在大数据与生成式人工智能深刻重塑信息传播的今天，数据图表作为连接机器智能与人类认知的核心桥梁，无处不在地扮演着不可替代的角色。然而，海量极具价值的图表数据往往被封锁在静态位图图像中，形成信息黑盒。如何利用人工智能技术实现对复杂可视化的深度理解，成为了当前数据可视化与人机交互领域面临的重大挑战。本讲座将结合讲者近年来在智能可视计算体系中的系列研究成果，系统性探讨AI驱动的可视化图表理解的前沿进展与技术...

Large Language Models (LLMs) have revolutionized many aspects of our society. Many tasks encompassing document summarization or autonomous content generation can now benefit from the capabilities of LLMs. Among these, a domain in which LLMs are receiving incresing attention is that of scientific peer reviewing. Yet, usage of LLMs in this context must be done with due care: LLMs have certain blind ...