What Changes When AI Does the Work?
When AI moves from answering questions to performing multi-step work, the human role shifts: you decide what to hand off, what to verify, and where judgment still belongs with you.
Handoff and oversight
Delegation is useful when the task is clear and the cost of mistakes is managed. It fails when you assume the system shares your goals and standards without checking.
Staying in the loop
Good handoffs include a way to review results, catch errors, and decide what the assistant should never do unsupervised.