Should you automate a task with LLM labeling?

Launch or notHard

Problem. For a high-volume labeling task, a PM proposes replacing human annotation with an LLM auto-labeler to cut cost and time. Should you, and how would you decide?

Before you reveal: say your answer out loud, as if you were in the real interview — get your reasoning across clearly first. There is no single correct answer: reading what the interviewer is really after and defending your own thinking is what makes an answer strong.