Core Argument - Structured Representations, emphasizing relationships between clauses, documents, entities, and parties, are crucial in the legal field [1] - Structured Context Injection, enabled by Structured Representations, enhances context and reduces hallucinations in legal agents [1] Case Studies & Applications - The report highlights production systems built for legal use-cases, including recursive contractual clause retrieval and HITL legal reasoning news agents [1] - These systems demonstrate the significant improvement in effectiveness and reliability of legal agents through structured representations [1] Key Technologies - Structured Representations are presented as a key technology for improving legal agents [1]