Decoding the Gavel: LEGIT Framework Maps Legal AI Reasoning Paths

Traditional AI evaluation focuses only on final verdicts, failing to capture the complex logical steps required in legal practice. The LEGIT framework introduces hierarchical 'Issue Trees' to audit the reasoning process, revealing that while RAG improves information coverage, reinforcement learning is critical for logical accuracy.