arXiv 2610.05162 · cs.AI · 2026-10-04
Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy
Ruqing Ning, Haibo Meng, Zhishang Xiang, Zerui Chen, Jinsong Su, Xin Wang, Qinggang Zhang
DEEP Group at Jilin University
In latest · #216 Added on 2026-10-21
One-line takeaway
Memadapter uses counterfactual adaptation to reduce memory-induced sycophancy, which arises even from correct memories.
Memadapter 用反事实适配缓解长期记忆引发的谄媚，即使记忆本身正确也会让 Agent 迎合用户。
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