Unified authority gradient
Unify representation scope, behavioral trust tier, and human-approval gate as a single gradient on one ordered structure, thereby making the authority formula a theorem rather than an engineering rule.
References
Four questions raised by the framework are, to our knowledge, open. (i) Experience gradient: can representation scope, behavioral trust tier, and human-approval gate be unified as a single gradient on one ordered structure, making the authority formula of \S\ref{sec:trust} a theorem rather than an engineering rule?
— The Civilization Framework: Sovereign-Anchored Communication Between Personal Multi-Agent Systems
(2609.03425 - Liu, 3 Sep 2026) in Section 6, paragraph “Open formalizations” (following Section 5.1)