One-third of responses to adversarial questions in the Palliative Care Adversarial Dataset contained bias. Researchers found that models often failed to challenge biased assumptions regarding patient age and ethnicity. PLOS reports these findings highlight a critical failure in clinical alignment. Practitioners must implement strict human oversight to prevent AI from automating healthcare inequities.