Leveraging LLM agents and knowledge models for automated legal reasoning

Abstract Delivering judicial decisions demands interpreting complex texts, analyzing evidence, and reasoning through jurisprudence and law. Recent advances in generative artificial intelligence, particularly large language models (LLM), have shown potential to automate parts of this process, but pra