AINeutralarXiv – CS AI · 8h ago6/10
🧠
Learning from Disagreement: Clinician Overrides as Implicit Preference Signals for Clinical AI in Value-Based Care
Researchers propose a framework that treats clinician overrides of AI recommendations as preference signals for training clinical decision-support systems in value-based care settings. The approach combines preference learning with capability modeling to improve AI alignment with patient outcomes rather than encounter economics, addressing a failure mode called suppression bias.