Trustworthy ML Regulation as a Principal-Agent Problem. - Mohammad Yaghini; Patty Liu; Andrew Magnuson; Natalie Dullerud; Nicolas Papernot (FAccT, 2025)

BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model. - Adibvafa Fallahpour; Andrew Magnuson; Purav Gupta; Shihao Ma; Jack Naimer; Arnav Shah; Haonan Duan 002; Omar Ibrahim; Hani Goodarzi; Chris J. Maddison; Bo Wang 044 (CoRR, 2025)