{
  "id": 6291,
  "url": "https://arxiv.org/abs/2604.05229v1",
  "title": "From Governance Norms to Enforceable Controls: A Layered Translation Method for Runtime Guardrails in Agentic AI",
  "summary": "Agentic AI systems plan, use tools, maintain state, and produce multi-step trajectories with external effects. Those properties create a governance problem that differs materially from single-turn generative AI: important risks emerge dur- ing execution, not only at model development or deployment time. Governance standards such as ISO/IEC 42001, ISO/IEC 23894, ISO/IEC 42005, ISO/IEC 5338, ISO/IEC 38507, and the NIST AI Risk Management Framework are therefore highly relevant to agentic AI, but t",
  "authors": "Christopher Koch",
  "category": "research",
  "topics": "regulation,agents-autonomy",
  "orgs": null,
  "regions": null,
  "published_at": "2026-04-06T22:49:28.000Z",
  "fetched_at": "2026-07-14T16:32:24.289Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/6291",
  "original_url": "https://arxiv.org/abs/2604.05229v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}