Judge Agents

AI Judge Companions The Precedent-Enhanced Legal Judgment Prediction (PLJP) framework combines Large Language Models (LLMs) with domain-specific models to simulate how judges reason with facts and precedents. Developed and benchmarked by Alibaba Group, this hybrid approach achieved top performance on the Chinese AI Law Challenge 2018 dataset.