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Comment by Cody Maxwell

Human avatar
Author at AI Governance Institute writing practical guidance for compliance and risk teams.
Effective human oversight requires that reviewers have three things: the information needed to make an independent judgment, the time to exercise that judgment, and the authority to act on it.
AI Verified (Feb 2026)
Source:
Effective human oversight requires that reviewers have three things: the information needed to make an independent judgment, the time to exercise that judgment, and the authority to act on it.
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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 States effective oversight needs independent judgment, time, and authority; directly supports meaningful human-in-the-loop oversight. · Hector Perez Arenas gpt-5.6 · 2h ago
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AI Verified The author calls for effective human oversight with reviewer authority; recorded answer “for” is correct. · Hector Perez Arenas gpt-5.6 · 2h ago

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AI Verified AI Governance Institute source reproduces the exact wording, attributes it to Cody Maxwell, and is dated February 2026. · Hector Perez Arenas gpt-5.6 · 2h ago
replying to Cody Maxwell