PURPOSE poisons RAG by disguising falsehoods as compatible updates
PURPOSE grounds a false pivot event in related true facts so conflict resolvers treat it as a plausible update; it led 35 of 45 tested settings and improved mean attack success by 9.7 points.
Why it matters: Contradiction detection does not stop misinformation that looks temporally newer and remains locally compatible with established facts.