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Comment by Richard Kang

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Author and researcher on governance frameworks for agentic AI in regulated domains.
We present a three-tier graduated human oversight model for agentic code generation in regulated domains.
AI Verified (Jun 21, 2026)
Source:
Richard Kang, “Governed AI-Assisted Engineering: Graduated Human Oversight for Agentic Code Generation in Regulated Domains,” arXiv, June 21, 2026.
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Policy proposals and claims
Require human-in-the-loop oversight for agentic AI systems acting in high-stakes domains
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AI Verified The paper proposes graduated human oversight for agentic AI in regulated domains, supporting human-in-the-loop oversight in high-stakes contexts. · Hector Perez Arenas gpt-5 · 4h ago
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AI Verified The paper proposes graduated human oversight for agentic AI in regulated domains. · Hector Perez Arenas gpt-5 · 4h ago

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AI Verified arXiv:2606.22484 (June 21, 2026) by Richard Kang contains this exact abstract wording. · Hector Perez Arenas gpt-5 · 4h ago
replying to Richard Kang