Neurosymbolic Alignment for Physiologically-Safe Clinical Language Models

Abdulhady Abas Abdullah, Erik Cambria, Milena Zivkovic

Clinical LLMs can generate recommendations that are factually plausible yet physiologically unsafe. We investigate whether safety alignment can be improved by grounding preference…