Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy
- 类型：arxiv
- 标识：2610.05162
- 链接：https://arxiv.org/abs/2610.05162
- 主分类：agent
- 形态：method
- TLDR：Long-term memory enables LLM-based agents to retain and reuse information across tasks and sessions, supporting personalization and long-horizon interactions. However, persistent memories can also induce sycophancy, causing agents to over-align with users' historical beliefs even when they are inaccurate, outdated, or inconsistent with objective evidence. Existing mitigation methods assume that memory-induced sycophancy originates from biased or incorrect memories and attempt to reduce this risk by filtering such memories at different stages of the memory pipeline. However, in the real world,
- 待LLM分类：否
- 来源文件：
- /inbox/tom/_candidates/2026-10-06-agent-rag-longcontext-candidates.json