#C.17:26- Open questions (non‑normative, research hooks)**

Preface node heading:c-17-26-open-questions-non-normative-research-hooks:36507

#Content

• Information geometry of CS: can certain Contexts justify canonical distance metrics across characteristics without violating MM‑CHR parsimony?
• Multi‑agent exploration: how to couple individual CS frontiers into a co‑exploration equilibrium without importing team governance?
• Learning‑to‑rank vs measurement: what minimal evidence suffices to treat an ordinal characteristic as interval for the purpose of frontier estimation?