A new 177,100-case benchmark shows that 16 LLMs systematically vary criminal sentences based on extra-legal demographic and procedural details, revealing pervasive judicial unfairness.
Linear models with high-dimensional fixed effects: An efficient and feasible estima- tor.Unpublished manuscript, http://scorreia
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LLMs on Trial: Evaluating Judicial Fairness for Large Language Models
A new 177,100-case benchmark shows that 16 LLMs systematically vary criminal sentences based on extra-legal demographic and procedural details, revealing pervasive judicial unfairness.