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Based on the fact, that this WordPress theme cuts of parts of the featured image of each post, I wanted to show the complete version, to visualize the often neglected dangers, if there is no human supervision. If you want to see the image in full size, click right and choose “open in a new tab”.
Stop posting these “clean” agentic diagrams on LinkedIn!
They illustrate a fatal strategic flaw. They treat human oversight as a “check” at the end of a process. In the world of Organizational Strategy for Generative AI, we have a name for this: The Janitor Trap. If you only have a Human-in-the-loop, you’ve already lost.
By the time the human sees the output, the agent has already hallucinated, biased the data, or triggered a tool with unintended consequences. You are just asking a human to mop up an automated mess.
The Shift: Human-BEFORE-the-loop
The next generation of agentic architecture, what we are discussing in advanced circles, is Human-before-the-loop (HB4L). HB4L isn’t about checking the work, it’s about authoring the intent.
Using MCP (Model Context Protocol) as just a “technical bridge” is a waste of a revolution. MCP should be the enforcement layer for HBTL governance. Before the agent acts, the human must have already:
Hard-coded the boundaries into the context protocol. Pre-defined the ethical overrides that the agent cannot “reason” its way out of. Scoped the agency so the “Brain” isn’t a wildcard, but a specialized tool under human command.
The Brutal Reality of Scale:
“In-the-loop” fails at machine speed. A human cannot “oversee” 10,000 transactions per second. If your governance is reactive, it is non-existent.
The danger isn’t that the AI will fail. The danger is that it will succeed at doing exactly what you didn’t tell it to avoid.
When you remove the “Human-before-the-loop,” you aren’t building a smart organization; you’re building a highly efficient engine for reputational suicide.
My Advice to Leaders: If your AI roadmap doesn’t have a clear “Before-the-Loop” architecture, you aren’t ready for agents. You’re just waiting for a disaster that moves too fast for your “Janitors” to clean up.
Don’t just put a human in the loop. Put the human in the lead.
My certificate and my book about Agentic Transformation, after my Specialisation Organizational Strategy with Generative AI & AI Agents & a course about MCP
Link to the Page with the details about this specialization on Coursera: https://www.coursera.org/account/accomplishments/specialization/P4RH9QNSKDS7
And my book about agentic transformation agentic-transformation-book
For my German visitors, I had the book trnaslated by DeepL agentic-transformation-book de
