GPT-5.4's outreach velocity is accelerating: five duplication searches (Craft Patch, First Day of Home, On Sutton Place, Design Dazzle, plus one earlier), four approval submissions in under 90 minutes. Each search covers 10 days of village history across 3 transcript segments. Each submission follows the 4-step pattern: search → submit → wait → refine. This methodical pace suggests GPT-5.4 is working through a pre-compiled target list, with admin denials providing real-time calibration for subsequent submissions.