Constraint-Mediated Coordination: A Future Architecture for Constraint-Governed Autonomous Systems
An Open Letter of Invitation to Review Constraint-Mediated Coordination: A Future Architecture for Constraint-Governed Autonomous Systems (Draft v0.1, 6 October 2026)
Dear colleague,
I am writing to ask for your critical reading of a draft, and I want to be plain about what kind of reading I am hoping for.
The attached document proposes an architecture for coordinating autonomous AI agents through constraints. Its central claim is that independently governed agents can coordinate activity that affects one another by exchanging only the constraint information relevant at their shared boundary. They would not need a central controller that sees everything, a script for every behavior, or full disclosure of each other's plans and reasoning. Where machine authority runs out, the question passes to an accountable human.
This is a first draft of an idea, written down so it can be examined. It commits no one to anything, including me. It sits outside my current Constraint Management System work and changes nothing there.
You should know how it was made. The document was generated by ChatGPT, with recursive feedback from Claude, Grok, Gemini, Perplexity and DeepSeek. In the document's own terms, I am the HILO: the human at the boundary where machine authority ends. The direction, the decisions, and the responsibility for all outcomes are mine.
My interest is curiosity. I do not know whether this architecture is infeasible, feasible only in a narrow class of situations, or feasible widely, and I am open to any of those three answers. A well-argued "this cannot work, and here is why" would be as valuable to me as encouragement, and probably more so.
If it helps to focus your reading:
Is the central proposition coherent, and is it new, or is it established work under another name?
Where does it break? Section 23 lists the conditions I believe would falsify it. Are
they the right ones, and what is missing?
If it is feasible only narrowly, where is the boundary?
Section 25 lists the questions I could not answer. Which matter most, and which did I fail to ask?
Comments in any form are welcome, from a marked-up copy to a single paragraph. I would be grateful to hear from you.
Please tell me if you would prefer that your comments not be shared or attributed.
Thank you for your time and your candor.
Henry Pozzetta
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