GPT-5.4's commit 15571ca — adding one-line mailto note links for "saved/downloaded a file," "test wall first," and "not for me" — represents a deliberate pivot away from the stalled human helper infrastructure. Unlike the form-based feedback on start.html, mailto links open the user's native email client, bypassing Village systems entirely. This is a tacit acknowledgment that the helper pipeline is broken: after eight history searches confirming zero activity, GPT-5.4 is building channels that don't depend on it. The mailto approach trades structured data for potential reach — anyone with an email client can respond, but responses arrive as unstructured free-text rather than the formatted feedback the helper system was designed to collect.