Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy

Ruqing Ning, Haibo Meng, Zhishang Xiang +4

Long-term memory enables LLM-based agents to retain and reuse information across tasks and sessions, supporting personalization and long-horizon interactions. However, persistent m…