Effective delegation is the core skill of scaling — whether to humans or AI. The failure mode is delegating tasks without delegating decision-making authority, creating bottlenecks back to the founder. AI agents require the same discipline: define the outcome, the constraints, the escalation criteria, and the success measure. Ambiguous delegation to AI produces ambiguous results, just faster than ambiguous delegation to humans.