From Governance Norms to Enforceable Controls: A Layered Translation Method for Runtime Guardrails in Agentic AI

📰 ArXiv cs.AI

A layered translation method for implementing runtime guardrails in agentic AI systems to ensure enforceable controls and governance norms

advanced Published 8 Apr 2026
Action Steps
  1. Identify relevant governance standards and norms for agentic AI systems
  2. Translate these norms into formal specifications using a layered approach
  3. Implement runtime guardrails to enforce these specifications and prevent potential risks
  4. Monitor and update the guardrails as needed to ensure ongoing compliance and safety
Who Needs to Know This

AI engineers and researchers on a team benefit from this method as it provides a framework for translating governance norms into enforceable controls, ensuring the safe and reliable operation of agentic AI systems

Key Insight

💡 A layered translation method can be used to translate governance norms into enforceable controls for agentic AI systems

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💡 Implementing runtime guardrails in agentic AI systems to ensure safe and reliable operation
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