Comment by Nathan DeBardeleben

Its constructive proposal is engineered heterogeneity: the process that proposes an action should not serve as its sole approver and auditor. Independent monitoring and review over time provide additional checks on that process.

Alignment can improve model behavior, and liability can discipline the organization, but neither creates the same pre-action deterrent that governs a human operator.