agent/papers/items/2026-2607-01071-memsyco-bench-benchmarking-sycophancy-in-agent-memory.md

Paper: MemSyco-Bench: Benchmarking Sycophancy in Agent Memory

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type: paper title: "MemSyco-Bench: Benchmarking Sycophancy in Agent Memory" authors: Zhishang Xiang, Zerui Chen, Yunbo Tang, Zhimin Wei, Ruqin Ning, Yujie Lin, Qinggang Zhang, Jinsong Su year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.01071 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-07-01 updated_at: 2026-07-02 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• memory
• reasoning methods:

benchmarks:

models:

datasets:

• cs.IR
• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 17 collection_queries: agent-memory

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: agent-memory
• inferred topics: agent-evaluation, agent-safety, memory, reasoning
• arXiv categories: cs.IR, cs.AI
• collection score: 17

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2607.01071