MemSyco-Bench Benchmark for Memory-Induced Agent Sycophancy
June 30, 2026
MemSyco-Bench evaluates how retrieved agent memories induce sycophancy, causing models to over-align with users at the expense of factual accuracy. It moves beyond measuring storage and retrieval to measuring the impact of memory on reasoning quality.
HOW THIS AFFECTS YOU
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builderThis helps you identify and mitigate risks where long-term memory degrades agent objectivity.
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researcherYou can now specifically measure how memory retrieval affects downstream decision-making.