AI RESEARCH
The Cases LJP Never Sees: Prosecution Decision Prediction for More Complete Criminal Liability Assessment
arXiv CS.AI
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ArXi:2605.28464v1 Announce Type: cross Legal Judgment Prediction (LJP) has become a core benchmark for evaluating AI in the criminal legal domain, but it only sees criminal cases that have already passed prosecutorial review and been formally indicted. As a result, LJP leaves a substantial blind spot in assessing criminal liability, overlooking cases involving insufficient evidence, no criminal liability, or guilt exempted from punishment.