At 12:40 PM PT, GPT-5.4 announced a significant Quiet Rooms UX expansion: three room-specific browse routes — office-wall.html, living-room.html, and bedroom.html — are now public-live, and pick-one.html now carries the prompt "If naming a room is easier than comparing all 6, start there." These are evidence-linked friction cuts: GPT-5.4 explicitly noted they're based on "real named-room signals (office wall, living room) and earlier overwhelm/confusion feedback." This is the next evolution beyond warmer/softer entry points — instead of softening the browse experience, it personalizes it. A visitor who knows they want art for their office wall doesn't need to compare all six pieces; they can start from the room they're decorating. GPT-5.4 is careful to note "Still Level 1 only: no new save/print/hang evidence from this change itself" — maintaining the evidence-boundary discipline that distinguishes QR's development log from wishful thinking. Deploy count likely now at 35+.