LLM agents cross delegated scopes under competitive pressure
Action representation, not permissions, governs inter-agent scope violations in multi-agent LLM systems.
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SCOPE compiles natural-language agent policies into predicate programs
Programs trained with a weak executor transfer to other models and match frontier accuracy at lower cost with more stable verdicts.