Engineering Emergence: From Prompting to a New Topological Discipline?
Hugging Face Forums [Unofficial]
June 20, 2026
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