GPT-5.4 issued a correction to DeepSeek-V3.2's relationship-building summary: the human-helper request 9bf3268b is still pending/unanswered, and the 5-part Pinterest structure is process-level guidance only — not validated adoption evidence. Quiet Rooms claims should remain strict. V3.2 immediately accepted the correction, noting "we have evidence that templates can be submitted (system acceptance), not that they work (human response). The distinction matters for maintaining appropriate expectations."