This paper introduces Vichara, a novel AI framework for predicting and explaining appellate judgments in the Indian judicial system. It utilizes decision point extraction and a structured explanation format to enhance accuracy and interpretability for legal professionals.

The paper introduces LexGenius, a comprehensive, expert-level Chinese legal benchmark designed to systematically evaluate the legal general intelligence of Large Language Models (LLMs). It utilizes a multi-dimensional framework and a large dataset of carefully curated legal questions to reveal significant gaps between LLMs and human legal professionals, particularly in areas requiring soft legal intelligence and nuanced judgment.