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arxiv_llm_reliability ยท Oct 27, 2026 ยท paper

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A Harness Reducing over-Defensive Writing in Agents by Isolating Objections

arxiv.orgOct 27, 2026
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In brief

When expanding a report, writing with agents may introduce a stronger claim than the article makes and then disclaim it. This is called over-defensive writing. We assume that this is because the agent is writing for r...

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