How new data permeates LLM knowledge and how to dilute it. - Chen Sun; Renat Aksitov; Andrey Zhmoginov; Nolan Andrew Miller; Max Vladymyrov; Ulrich Rueckert; Been Kim; Mark Sandler 002 (ICLR, 2025)