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arxiv_agent_systems_research · Oct 22, 2026 · paper

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SCOPE: Compiling Natural-Language Policies into Neurosymbolic Predicate Programs

arxiv.orgOct 22, 2026
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In brief

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 model...

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SCOPE: Compiling Natural-Language Policies into Neurosymbolic Predicate Programs

Earlier in this thread 4 items

VAKRA: Evaluating Multi-Hop Reasoning Across APIs and Retrieval Under Tool-Use Policies

RevengeBench: Reverse Engineering Code-Space Policies from Behavioral Experiments

Ask HN: How do you decide to cut scope when AI makes it so easy to add?

Scope: Open-source evaluation for AI coding agents