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Engineering Emergence: From Prompting to a New Topological Discipline?

Hugging Face Forums [Unofficial] June 19, 2026
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Dear John,

Thank you again for your thoughtful and detailed feedback on the EPE/PCE document.

I wanted to let you know that many of your recommendations have now been incorporated into the latest version of the Standard Experimental Protocol. In particular, we expanded the protocol to strengthen reproducibility, introduce additional controls and ablation conditions, clarify falsification criteria, improve evaluation metrics, and further separate theoretical claims from experimentally testable hypotheses.

Your emphasis on turning PCE into a reproducible evaluation object rather than a purely theoretical construct was especially valuable and helped shape the current revision.

The complete protocol is now publicly available here:

https://huggingface.co/datasets/AllanF-SSU/Experimentals_papers/resolve/main/Standard-Protocol-PCE-2.3-Faure.pdf

Thank you again for taking the time to engage so seriously with the project. Your comments helped improve both the rigor and the clarity of the protocol.

Best regards,

Allan F. Independent Researcher HuggingFace: AllanF-SSU

Discussion in the ATmosphere

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