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arXiv — cs.AI

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JusticeAxis: Benchmarking Legal Judgment between Rigid Rule Application and Ungrounded Discretion

A sound judgment applies the law to established facts and weighs the circumstances in which they arose. However, existing methods swing between rigid statute matching and ungrounded discretion, benchmarks score a label or a rubric, and the experience that would supply the…

arXiv — cs.AIBy: Zhengkai Tu, Mingda Zhang, Zijia Wang, Xiaoying Tang, Jimmy HuangOctober 2, 2026 (Oct 2)
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  • A sound judgment applies the law to established facts and weighs the circumstances in which they arose
  • However, existing methods swing between rigid statute matching and ungrounded discretion, benchmarks score a label or a rubric, and the experience that would supply the…
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JusticeAxis: Benchmarking Legal Judgment between Rigid Rule Application and Ungrounded Discretion

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