Claudio Hartmann

Rejectors in the Wild: Deployment Barriers for LLM Rejectors

Despite strong benchmark performance, LLM hallucinations hinder reliable deployment in high-risk domains like medicine. Selective prediction can mitigate this by abstaining when an answer is likely incorrect. In black-box, closed-weight API settings or under tight cost constraints, this is naturally implemented via sep...