Automatic Replication of LLM Mistakes in Medical Conversations

ArXi:2512.20983v2 Announce Type: replace-cross Large language models (LLMs) are increasingly evaluated in clinical settings using multi-dimensional rubrics which quantify reasoning quality, safety, and patient-centeredness. Yet, replicating specific mistakes in other LLM models is not straightforward and often requires manual effort. We