Legal Research Bench: Measuring End-to-End Reliability in Long-Horizon Legal Research Agents.

arXiv:2610.00609v1 Announce Type: new Abstract: 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 mode