AIM Framework glossary
Humane Visibility Principle
Canonical definition
The Humane Visibility Principle is the institutional design principle that information should be kept off-stage when publicising it would add needless status pain (M-driven harm) without improving fairness, choice quality, or accountability, operating as a mimetic management tool that asks not "does observation intrude on autonomy?" (which is the privacy question) but "does observability amplify mimetic comparison and rivalrous suffering beyond functional necessity?"
Explanation
The Humane Visibility Principle and privacy often recommend the same design choice, less observability, but for different reasons that can conflict. When transparency serves accountability (e.g., publishing government officials' financial interests), privacy considerations might counsel against it, while the Humane Visibility Principle asks whether the specific visibility fuels mimetic dynamics beyond its accountability function. The Audience-Removal Test operationalises the distinction: if the outcome would be materially similar without observers, visibility is not functionally necessary and opacity is warranted. Publishing school exam rankings, for example, fails the Audience-Removal Test, the educational outcomes would not differ without the ranking, but the mimetic harm (status pain for lower-ranked students, escalation dynamics among parents) is substantial. Neither privacy nor transparency is axiomatically correct; observability must be tuned to actual motivational dynamics. See Opt-Out Preservation, Four Dimensions of M-Management, Observability Gradient.
Epistemic status
Framework-Specific Principle. Derived from AIM architecture.