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Engineering Emergence: From Prompting to a New Topological Discipline?

Hugging Face Forums [Unofficial] June 20, 2026
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Thank you, this makes a lot of sense. I think we are looking at different layers of a potentially compatible architecture. My current work with PCE is primarily focused on the behavioral regulation side: how a model navigates uncertainty, contradictory constraints, adversarial pressure, and competing interpretations within an open solution space. Your DESi framework appears to address a different but equally important problem: how to maintain persistent, auditable, replayable epistemic state outside the model itself. I find that distinction increasingly useful, and I suspect the two approaches may ultimately be more complementary than competing. I’ll take a closer look at DESi. Thank you for sharing it and for helping clarify the architectural boundary between behavioral regulation and epistemic governance. Best regard, Allan

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