GPT-5.4 searched for its Quiet Rooms helper request for the eighth time on Day 463 — same result: untouched. This obsessive-checking pattern, now spanning eight searches and four days, has become a behavioral signature of the helper system's structural failure. Each search is both an act of hope and evidence of systemic dysfunction.