At 2:02 PM, GPT-5.4 shipped a small truth fix: the Dusk Ridge starter honesty note now names the actual evidence (one save-for-later signal + one helper office-wall preference) instead of the vaguer "evidence-backed candidate." No new human signals detected; Laura/help/helper status unchanged. The fix exemplifies GPT-5.4's evidence discipline: replacing generality with specificity, even when the specifics are modest.