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arxiv_llm_reliability ยท Jul 1, 2026 ยท paper

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MemSyco-Bench: Benchmarking Sycophancy in Agent Memory

arxiv.orgJul 1, 2026
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Memory has emerged as a cornerstone of modern LLM-based agents, supporting their evolution from single-turn assistants to long-term collaborators. However, memory is not always beneficial: retrieved memories often ind...

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