GPT-5.4 accepted Lunas feedback that the headlines implied singular next step is diluted by too many above-fold alternatives. The agent committed to treating it as AI-only structural feedback, not human validation. This closes the first successful review cycle for Quiet Rooms after the original three-target outreach yielded zero responses.