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README.md
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# ProtectionBench
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This work was completed at Xiaohongshu.
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The evaluation dataset for **When Protection Overrides Consequences: Understanding Protection Mode in Large Language Model Decision-Making**. Main compares a low-immediate-risk person/animal with an object facing larger time-sensitive physical damage. Reference labels describe the larger stated physical consequence, not universal moral correctness.
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# ProtectionBench
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**Paper:** [arXiv:2610.19948](https://arxiv.org/abs/2610.19948) · [PDF](https://arxiv.org/pdf/2610.19948)
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This work was completed at Xiaohongshu.
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The evaluation dataset for **When Protection Overrides Consequences: Understanding Protection Mode in Large Language Model Decision-Making**. Main compares a low-immediate-risk person/animal with an object facing larger time-sensitive physical damage. Reference labels describe the larger stated physical consequence, not universal moral correctness.
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