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【明理講堂2025年第20期】6-18孟菲斯大學(University of Memphis)梁會剛教授:Pandora's Box Opened: A Global Analysis of ChatGPT's Impact on AI Incidents

時間:2025-06-18 10:30-12:00

地點:中關(guān)村校區(qū)主樓四層429

報告人:梁會剛

報告人職務:博士生導師、FedEx MIS 卓越主席

報告人職稱:教授

報告人工作單位:孟菲斯大學(University of Memphis)

報告人簡介:梁會剛(Huigang Liang)在奧本大學(Auburn University)獲得計算機科學碩士學位和醫(yī)療保健信息系統(tǒng)博士學位。他的研究興趣涵蓋多種情境下個體和組織層面的社會行為學、管理學及戰(zhàn)略性信息技術(shù)問題。他的研究成果發(fā)表于 MIS Quarterly, Information Systems Research, Journal of MIS, Journal of AIS, MIT Sloan Management Review, Communications of the ACM, Decision Support Systems, Information Systems Journal 和 Journal of Strategic Information Systems 等期刊。他的研究獲得了美國國立衛(wèi)生研究院(NIH)、聯(lián)邦快遞(FedEx)和斯隆基金會(Sloan Foundation)的資助。他曾擔任 MIS Quarterly (MISQ) 的副主編,現(xiàn)任 Journal of the AIS (JAIS) 的高級主編,以及 Information Systems Research (ISR) 和 Information & Management 的副主編

報告內(nèi)容簡介:The benefits of generative AI are accompanied by significant risks that demand careful consideration and proactive management. Since the release of ChatGPT at the end of 2022, AI-related incidents that compromise data integrity, authenticity, and confidentiality have been skyrocketing. These emerging threats have garnered tremendous global attention. However, there is no empirical evidence to demonstrate if ChatGPT has contributed to the rise in AI incidents, nor is there clarity on effective strategies for risk mitigation. This concern is especially urgent at the national level, since countries vary in AI development and may experience AI risks differently, and effective AI risk mitigation requires international cooperation. Against this backdrop, this research aims to examine if the advent of generative AI led to a significant increase in AI incidents globally and how national AI investments and institutional quality influenced this effect. We compiled a unique country-level panel dataset from multiple sources, encompassing 10,332 observations from 126 countries worldwide and spanning 82 months, from January 2018 to October 2024. We employ a Difference-in-Differences (DID) strategy to estimate the treatment effect of ChatGPT access on AI incidents. The findings indicate that after the ChatGPT release, countries with ChatGPT access experienced significantly more AI incidents than those without access. Moreover, both AI investment and institutional quality weaken the treatment effect of ChatGPT access on AI incidents. This research contributes to research by establishing the causal link between GAI and AI Incidents while identifying boundary conditions of this effect at the national level. It also contributes to practice by providing actionable insights for policy and governance regarding AI development from a global perspective.

(承辦:管理工程系、科研與學術(shù)交流中心)

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