Publication A Process-Level Evaluation of LLM Discovery Agents Haorui Wang, Yuanqi Du, Hao Cheng, Baolin Peng, Chao Zhang, Weizhu Chen, Yelong Shen December 2026
Publication Approximately efficient resource allocation: A theoretical and experimental evaluation Nicole Immorlica, Robizon Khubulashvili, Sera Linardi, Brendan Lucier, Joshua Mollner, E. Glen Weyl Journal of Economic Behavior & Organization | October 2026
Publication Learning from a Mixture of Information Sources Nicole Immorlica, Brendan Lucier, Yaroslav Mukhin, Clayton Thomas, Ruqing Xu The Conference on Web and Internet Economics 2026 | September 2026
Publication Use and Effects of LLMs in Peer Review: A Randomized Experiment and Survey at ICML 2026 Sunnie S. Y. Kim, Wesley Deng, Jennifer Wortman Vaughan, Buxin Su, Wei-Jie Su, Alekh Agarwal, Sharon Li, Martin Jaggi, Daniel G. Goldstein, Nihar B. Shah, Miro Dudík September 2026 arXiv | September 2026
Publication What Makes a Great Co-Worker in an AI-Native Workplace? Rudrajit Choudhuri, Max Meijer, Samuel Lee, Cinoo Lee, Caolan Mannion, Peter Jahn, Anita Sarma, Christian Bird, Alice Ferng September 2026 arXiv | September 2026
Publication Protein language models and the long tail of functional diversity Ria Vinod, Samir Char, Ava P. Amini, Lorin Crawford, Kevin Kaichuang Yang August 2026 August 2026
Publication ENCO: Deploying Production-Scale Engineering Copilots Yiwen Zhu, Mathieu Demarne, Kai Deng, Wenjing Wang, Nutan Sahoo, Hannah Lerner, Anjali Bhavan, Divya Vermareddy, Yunlei Lu, Swati Bararia, William Zhang, Xia Li, Katherine Lin, Miso Cilimdzic, Subru Krishnan 2026 SIGKDD’26 Applied Data Science Track | August 2026
Publication Domain-Aware Scaling Laws Uncover Data Synergy Kimia Hamidieh, Lester Mackey, David Alvarez-Melis 2026 COLM | July 2026
Publication Understanding Layer Patching in Model Size Interpolation Sara Kangaslahti, Jonathan Geuter, Nihal V. Nayak, Marco Fumero, Francesco Locatello, David Alvarez-Melis 2026 NeurIPS | July 2026
Publication Teaming Up with AI: Coordination and Cooperation Nicole Immorlica, Inbal Talgam-Cohen July 2026 July 2026