Accurate Legal Reasoning at Scale: Neuro-Symbolic Offloading and Structural Auditability for Robust Legal Adjudication
arXiv:2605.02472v1 Announce Type: new
Abstract: Legal texts often contain computational legal clauses–provisions whose understanding requires complex logic. While frontier Large Reasoning Models (LRMs) can describe such clauses, building production-r…