SCOPE: Compiling Natural-Language Policies into Neurosymbolic Predicate Programs.

arXiv:2610.31062v1 Announce Type: new Abstract: Policy enforcement for LLM agents has shifted from single-turn content moderation to compound, application-specific policies evaluated over multi-turn transcripts and tool-call trajectories. Fine-tuned guardrail