2 papers
cs.AI2026
Learning When Not to Decide: A Framework for Overcoming Factual Presumptuousness in AI Adjudication
Mohamed Afane, Emily Robitschek, Derek Ouyang +1
A well-known limitation of AI systems is presumptuousness: the tendency of AI systems to provide confident answers when information may be lacking. This challenge is particularly a…
cs.CY2025
A large language model-based approach to quantifying the effects of social determinants in liver transplant decisions
Emily Robitschek, Asal Bastani, Kathryn Horwath +7
Patient life circumstances, including social determinants of health (SDOH), shape both health outcomes and care access, contributing to persistent disparities across gender, race,…