AINeutralarXiv – CS AI · 3h ago6/10
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The Cases LJP Never Sees: Prosecution Decision Prediction for More Complete Criminal Liability Assessment
Researchers introduce Prosecution Decision Prediction (PDP), a new legal AI benchmark that evaluates criminal liability assessment at the prosecutorial review stage rather than post-indictment. The study reveals that state-of-the-art large language models perform substantially worse on PDP tasks than traditional Legal Judgment Prediction, exposing significant gaps in AI's ability to evaluate evidence and apply legal discretion.