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arXiv3d ago
5.3

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

Christopher Koch

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty8/10
Categorypaper
Topics
agentsguardrailssecurity

Opportunity Brief

Create an agentic guardrail library that maps high-level governance standards (ISO/NIST) to executable runtime code (pydantic-based schemas or middleware). This helps enterprise devs ensure their agents stay within regulatory bounds.

Suggested repo: GuardAgent

"Make your AI agents enterprise-compliant with enforceable runtime guardrails."

Estimated effort: 90h