
The Guardrails
The Take — An AI FDA would approve the demo, not the deployment
I think Geoffrey Hinton has the diagnosis right and the prescription backwards. Self-policing genuinely has no burden of proof — nobody outside a lab must be shown anything before a frontier model ships — and that has to change. But an FDA-style pre-market gate would certify the wrong object: a frozen snapshot presented on approval day, when every failure we have actually watched arrive did so afterward, through permissions, updates and tool access. Our morning brief laid out the ask from Tues










