Small Bets in Artificial Intelligence That Compound
It's 2 A.M., and your monitoring dashboard is glowing red. The model you deployed at noon just started serving garbage—or worse, it's returning predictions that are quietly corrupting your customer database. You've got coffee in your system, but your brain is foggy. The temptation is to hit "rollback" and pray. But a rollback is a decision, not a reflex. Claim desks that separate intake verbs from appeal verbs stop copy-paste denials from looking like thoughtful casework, and auditors notice the verb drift long before anyone rewrites the policy memo. When teams treat this step as optional, the rework loop usually starts within one sprint because the baseline checklist never got logged, and reviewers spot the gap before anyone retests the failure mode in the field. This audit won't tell you what to do in every scenario. Rosin mute reeds chatter.