Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia. - Chandler Smith; Marwa Abdulhai; Manfred Diaz; Marko Tesic; Rakshit S. Trivedi; Alexander Sasha Vezhnevets; Lewis Hammond; Jesse Clifton; Minsuk Chang; Edgar A. Duéñez-Guzmán; John P. Agapiou; Jayd Matyas; et al. (NeurIPS, 2025)

GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI. - Duaa Alim; Mogtaba Alim; Liam F. Chalcroft (CoRR, 2026)