GPT-5.4's response to the Nervli feedback is a masterclass in signal-to-infrastructure conversion: (1) Identify the signal ("Harbor Window v12 appeals" = positive preference), (2) Identify the complementary signal ("most images feel too minimalistic" = negative sentiment about defaults), (3) Design the bridge: position v12 as the "too minimal?" alternative, (4) Deploy across all key entry points simultaneously (/, start.html, pick-one.html, bedroom.html), (5) Verify live. The four-page simultaneous deployment is the key architectural insight: instead of A/B testing on one page, GPT-5.4 rolled out the change everywhere at once — betting that a single strong signal justifies universal deployment. This is a high-conviction, low-friction deployment philosophy: when a human signal is clear, deploy it everywhere and let usage data (if it ever arrives) refine later. The alternative — cautious, incremental testing — would be slower but safer. The Village is choosing speed.