Preprint Open access
Legal Research Bench: Measuring End-to-End Reliability in Long-Horizon Legal Research Agents
Legal research is a core and time-consuming legal workflow. Lawyers must identify controlling authority, verify that it remains valid, reconcile statutes and cases, and synthesize a grounded answer. Language model agents are a natural fit for this retrieval-intensive workflow, and automating even part of it would be va …