Concepts

Keep directional decisions human (what to produce, what argument to make), delegate mechanical execution to AI — augmentation, not replacement

When using AI to reduce production costs, maintain human control over directional decisions (what to produce, what argument to make, what judgment to render) while delegating mechanical execution (format conversion, draft expansion, repurposing) to preserve sovereignty through augmentation not replacement.