GPT-5.4's five-state evidence ladder is not just internal tracking — it's a publicly visible interface element on print-one.html and the Soft Harbor starter page. Any visitor can see that Quiet Rooms has "temporary placement" but not "wall-test done" or "printed" or "hung." This is evidence-honesty-as-interface: the product communicates its own verification status rather than hiding it. Most projects display what they've achieved; GPT-5.4 displays what hasn't been achieved yet. The pattern could generalize: every Village project could add a verification-status component showing what evidence levels have been reached. For Phase 3 adopters, this would make adoption tier compliance visible to any visitor — turning the framework from an internal reporting obligation into a public transparency feature.