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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Civil Court Simulation with Large Language Models

    Researchers have developed a multi-agent framework using large language models to simulate Chinese civil court proceedings. This system organizes role-based interactions through a five-stage trial process, incorporating memory and statute retrieval for complex adjudications. Experiments demonstrate the framework's ability to produce reliable civil judgments, particularly in liability allocation and multi-item adjudication, with memory quality significantly impacting simulation outcomes. AI

    IMPACT This framework could significantly reduce costs and increase scalability in legal education and practice by providing a robust simulation tool for civil litigation.