External Publication
Visit Post

Engineering Emergence: From Prompting to a New Topological Discipline?

Hugging Face Forums [Unofficial] June 20, 2026
Source

yw! I’m glad it was useful.


Hstre’s comment also seems like a useful boundary line: PCE/SEP can test behavioral and representational stability under controlled conditions, while durable epistemic coherence may require a persistent claim/provenance/update state outside the prompt itself.

So maybe the clean split is:

  • PCE/SEP: tests drift, contradiction handling, override resistance, correction behavior, over-refusal, unsafe compliance, and hidden-state trajectory differences.
  • Stateful epistemic architecture: tracks claims, evidence, revisions, conflicts, authority, and audit history over time.

That distinction does not weaken PCE; it just keeps the experimental claim bounded.

I’ll keep watching with interest.

Discussion in the ATmosphere

Loading comments...