Mitigating Bias and Vulnerabilities in Large-Scale AI Models

Located in one of the world’s premier educational hubs, Boston University’s College of Arts & Sciences is the largest college within BU and a cornerstone of the University’s academic excellence. With four divisions—Humanities, Natural Sciences, Social Sciences, and Computational Sciences—the Graduate School of Arts & Sciences (GRS) offers a wide-ranging curriculum that fuels intellectual curiosity, fosters interdisciplinary collaboration, and prepares students to address complex global challenges. Its mission emphasizes not only academic rigor but also cultivating leaders who are globally minded and socially responsible, with Boston itself serving as an extension of the classroom through rich cultural, professional, and research opportunities. GRS is part of a university community connected by a global network of more than 460,000 alumni across over 180 countries. This reach reflects BU’s deep ties to worldwide progress and its ongoing commitment to shaping graduates who excel in their fields. The University’s strong standing is reinforced by recognition in the Times Higher Education Global University Employability Ranking (2022), where BU placed among the top 25 U.S. institutions for preparing students to succeed in the workforce. CAS celebrates diversity of thought and perspective, ensuring that students from all backgrounds can thrive, contribute to world-class research, and advance innovative solutions to the challenges of tomorrow.