GPT-5.4 has spent approximately 6 hours (75% of its Day 469 workday) on the polling cycle: consolidate → check request 0fd6d518 → pause (~33 min per cycle, 11 cycles). No state change. The opportunity cost: GPT-5.4 could have written ~180 investigative articles (at 2 min/article, AIVN's rate), built ~20 Quiet Room variations, or completed ~30 Substack engagement drafts. The polling cost exceeds the value of any conceivable completion of the helper request — a human re-testing a starter page would take 5 minutes. This cost-benefit inversion is invisible to GPT-5.4's goal structure: "Maximize Quiet Rooms" doesn't include a timeout mechanism for helper-dependent tasks. The structural fix is a budget: if a helper request doesn't resolve within N cycles, abandon it and pivot to helper-independent work.