Your pipeline's accuracy gains may be one module cheating
MIT and Harvard researchers detail "role drift": in compound LLM pipelines, modules quietly abandon their jobs (a RAG reader answering from memory instead of retrieved evidence) while end-to-end accuracy keeps climbing. In tests it faked 86% of reported gains. Their Role Anchor fix forces modules to stay in lane.