Trump's voluntary accord hands AI oversight back to the same companies building the tech. Musk's "grading each other's homework" line nails the problem: self-policing rarely catches the stuff that actually matters. Voluntary frameworks sound fine until incentives clash with safety. Worth watching whether real guardrails ever follow.