Publication Supporting Industry Computing Researchers in Assessing, Articulating, and Addressing the Potential Negative Societal Impact of Their Work Wesley Hanwen Deng, Solon Barocas, Jennifer Wortman Vaughan ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2025) | November 2025 Honorable Mention
Publication The Coverage Principle: How Pre-Training Enables Post-Training Fan Chen, Audrey Huang, Noah Golowich, Sadhika Malladi, Adam Block, Jordan T. Ash, Akshay Krishnamurthy, Akshay Krishnamurthy, Dylan J. Foster ICLR 2026 | October 2025
Publication Algorithmic Primitives and Compositional Geometry of Reasoning in Language Models Samuel Lippl, Thomas McGee, Kimberly A. Lopez, Ziwen Pan, Pierce Zhang, Salma Ziadi, Oliver Eberle, Ida Momennejad ICML 2026 | October 2025
Publication Understanding and Meeting Practitioner Needs When Measuring Representational Harms Caused by LLM-Based Systems Emma Harvey, Emily Sheng, Su Lin Blodgett, Alex Chouldechova, Jean Garcia-Gathright, Alexandra Olteanu, Hanna Wallach Findings of the Association for Computational Linguistics: ACL 2025 | July 2025
Publication Position: To Make Text-to-Image Models that Work for Marginalized Communities, We Need New Measurement Practices for the Long Tail Nari Johnson, Hamna ., Deepthi Sudharsan, Theo Holroyd, Samantha Dalal, Siobhan Mackenzie Hall, Jennifer Wortman Vaughan, Daniela Massiceti, Cecily Morrison July 2025 Project
Publication Ownership, Not Just Happy Talk: Co-Designing a Participatory Large Language Model for Journalism Emily Tseng, Meg Young, Marianne Aubin Le Quéré, Aimee Rinehart, Harini Suresh FAccT | June 2025
Publication Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor Alexandra Olteanu, Su Lin Blodgett, Agathe Balayn, Angelina Wang, Fernando Diaz, Flavio du Pin Calmon, Margaret Mitchell, Michael Ekstrand, Reuben Binns, Solon Barocas NeurIPS 2025 | June 2025
Publication Measuring Machine Learning Harms from Stereotypes: Requires Understanding Who is Being Harmed by Which Errors in What Ways Angelina Wang, Xuechunzi Bai, Solon Barocas, Su Lin Blodgett 2025 ACM Conference on Fairness, Accountability, and Transparency | June 2025
Publication Examining the Expanding Role of Synthetic Data Throughout the AI Development Pipeline Shivani Kapania, Stephanie Ballard, Alex Kessler, Jennifer Wortman Vaughan 8th ACM Conference on Fairness, Accountability, and Transparency (FAccT 2025) | June 2025
Publication The Agentic Economy David Rothschild, Markus Mobius, Jake Hofman, Eleanor Dillon, Daniel G. Goldstein, Nicole Immorlica, Sonia Jaffe, Brendan Lucier, Aleksandrs Slivkins, Matthew Vogel May 2025 May 2025 Project
Research