AI RESEARCH

When Routine Chats Turn Toxic: Unintended Long-Term State Poisoning in Personalized Agents

arXiv CS.LG

ArXi:2605.06731v1 Announce Type: cross Personalized LLM agents maintain persistent cross-session state to long-horizon collaboration. Yet, this persistence