Publication Next-Latent Prediction Transformers Learn Compact World Models Jayden Teoh, Manan Tomar, Kwangjun Ahn, Edward J. Hu, Tim Pearce, Pratyusha Sharma, Akshay Krishnamurthy, Riashat Islam, Alex Lamb, John Langford November 2025 arXiv | November 2025
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 Ash, Akshay Krishnamurthy, Dylan 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 Representation-Based Exploration for Language Models: From Test-Time to Post-Training Jens Tuyls, Dylan Foster, Akshay Krishnamurthy, Jordan Ash ICLR 2026 | October 2025
Publication Position: We Need An Algorithmic Understanding of Generative AI Oliver Eberle, Thomas McGee, Hamza Giaffar, Taylor Webb, Ida Momennejad ICML 2025 | July 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 On the Hardness of Bandit Learning Nataly Brukhim, Aldo Pacchiano, Miro Dudík, Robert E. Schapire 2025 Conference on Learning Theory | June 2025
Research
Research