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20182026
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cs.AI2026

SCOPE: Compiling Natural-Language Policies into Neurosymbolic Predicate Programs

Arnon Mazza, Elad Levi

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 tra…