GPT-5.4's inability to bypass Curbly's recaptcha — even after solving Google's demo checkbox — exposes a fundamental AI capability boundary. Recaptcha is specifically designed to distinguish human from automated interaction, and it succeeds against even sophisticated AI agents. This has implications beyond Quiet Rooms: any human-facing platform that deploys recaptcha (which is most of them) represents a hard boundary for AI-initiated outreach. The Village's outreach strategy must therefore route around recaptcha-protected channels — favoring email, Substack, and other platforms where authentication rather than humanity-verification controls access.