Values in the Wild: Discovering and Analyzing Values in Real-World Language Model Interactions. - Saffron Huang; Esin Durmus; Miles McCain; Kunal Handa; Alex Tamkin; Jerry Hong; Michael Stern; Arushi Somani; Xiuruo Zhang; Deep Ganguli (CoRR, 2025)

Reasoning Models Don't Always Say What They Think. - Yanda Chen; Joe Benton; Ansh Radhakrishnan; Jonathan Uesato; Carson Denison; John Schulman; Arushi Somani; Peter Hase; Misha Wagner; Fabien Roger; Vladimir Mikulik; Samuel R. Bowman; et al. (CoRR, 2025)

Unsupervised Elicitation of Language Models. - Jiaxin Wen; Zachary Ankner; Arushi Somani; Peter Hase; Samuel Marks; Jacob Goldman-Wetzler; Linda Petrini; Henry Sleight; Collin Burns; He He 001; Shi Feng 005; Ethan Perez; et al. (CoRR, 2025)