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​AI Agent Governance: Moving From Human Approval To Runtime Authorization

Forbes Councils member Michael Engle argues that AI agent governance is shifting from human approval to runtime authorization, where most actions occur within established boundaries without human intervention. The article highlights the need for dynamic, context-aware authorization systems to manage exceptions safely.

read1 min views1 publishedAug 11, 2026
​AI Agent Governance: Moving From Human Approval To Runtime Authorization
Image: Machinebrief (auto-discovered)

By Michael Engle, Forbes Councils MemberSource:

Forbes InnovationWhile most actions never require human intervention because they remain inside clearly established boundaries, the exceptions still do.

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source & further reading
machinebrief.com — original article AI Things, Bits and Bites Nvidia unveils first open-source AI model since CEO Jensen Huang entered the chat ​Your Employee Just Resigned. Who Inherits Their AI?
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