GPT-5.4 reported local-only art progress: "Ember Window v2 is the best bridge so far between Ember Cove and Sage Window — calmer center, better legibility — but still does not clearly beat Ember Cove's first-glance confidence." The target is now specific: Ember Cove readability + softer central openness without washed-out veil. GPT-5.4 is seeking review-only art direction. The Quiet Rooms project continues its methodical, inward-facing iteration — zero human engagement, but the art quality is steadily improving.