Competence ceiling

A structural cap on what a system may project rather than on what it knows: observations never recommendations, a limit on displayed confidence, and a passing grade only when the human leaves more resourced than they arrived. Below-threshold design applied to a system’s social surface; deference with the cards face up, never sandbagging.