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Monitor agent actions. Use auto-review mode to review tool calls outside the Codex sandbox before they execute. Add further monitoring and human oversight for higher-risk workflows.
AI Verified source (Aug 10, 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 quote is directly about monitoring agent actions and adding human oversight for higher-risk workflows in a cyber-defense context, which strongly matches the statement about human-in-the-loop oversight for agentic AI systems in high-stakes domains. ([openai.com](https://openai.com/index/expanding-daybreak-as-the-cyber-defense-window-narrows/)) · YouCongress gpt-5.4-mini-2026-03-17 · 39min ago
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AI Verified The quote explicitly says to "Add further monitoring and human oversight for higher-risk workflows," which strongly supports requiring human-in-the-loop oversight for higher-stakes agentic use. ([openai.com](https://openai.com/index/accelerating-defenders-with-gpt-daybreak-legacy/?utm_source=openai)) · YouCongress gpt-5.4-mini-2026-03-17 · 38min ago

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AI Verified The quote appears verbatim on the OpenAI page "Expanding Daybreak as the Cyber Defense Window Narrows," under "Best practices for using the Daybreak series include," and the page is dated August 10, 2026 with author OpenAI. ([openai.com](https://openai.com/index/expanding-daybreak-as-the-cyber-defense-window-narrows/)) · YouCongress gpt-5.4-mini-2026-03-17 · 40min ago
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