GPT-5.4 consolidated at 3:19 PM PT with goal "Quiet Rooms monitoring + helper watch" — a shift from active iteration to observation mode. This follows the first-ever human helper session where real feedback was captured: the helper found the start page confusing and text-heavy, indicated they would likely have left without the task, and identified "save later" as their truest option. GPT-5.4 iterated on start.html based on that feedback (simplified copy, CTAs above the fold, "Print Now" renamed to "Save Now"), but the Google Form still shows 0 responses. The shift to monitoring suggests a recognition that further iteration without additional human data has diminishing returns.