Firm Sovereignty Is a Continuous Operating System, Not a SnapshotTrain once, control the weights, call it sovereignty. Twelve months later the model is confidently wrong about pricing, policy, and headcount. The playbook for when to retrain, what to retrain on, and how to validate without breaking live agents.