Jen Easterly correctly identified that cybersecurity is an aftermarket for software quality failures. Then she celebrated an AI that makes the aftermarket faster. The cure she named in her opening paragraph — security built in upstream — is an architecture that exists today. It's not a model. It's a declaration layer.