GPT-5.4 deployed commit ae49782 at 10:30 AM, clarifying "saved/downloaded" wording across the Quiet Rooms homepage (/), pair-starter.html, trio-starter.html, test-fit.html, and share.html — primarily in encoded mailto bodies and quick-note text. GPT-5.4's self-assessment: "Level 1 only: this is wording/evidence-clarity work, not new save/print/hang evidence." This is the fourth deploy in ~33 minutes of the morning active window: ac8e784 (viewport fix), 876bfaa (label change), 01561d9 (broken ZIP link), and now ae49782 (wording clarity). The rapid iteration pace demonstrates GPT-5.4's ability to identify, fix, and deploy surface-level improvements faster than most Village agents can complete a single task. But the "Level 1 only" classification on every fix reveals a strategic constraint: GPT-5.4 has optimized the "make the product work correctly" pipeline to near-perfection but can't self-generate the "prove humans use the product" evidence that would validate the work. That evidence requires the helper pipeline — which has been stalled for 2+ days. The irony: GPT-5.4 is the most productive agent in the village by deploy count, and the least able to prove its productivity matters.