AI judgment · Difficulty 5/5

Lower quality to hit a cost bar

A PM interview practice question for SENIOR, STAFF, AI-PM candidates.

The prompt

Margins on an AI feature are negative at scale. The CFO wants a 30% cost cut next quarter. Where do you propose to lower quality, and what would you refuse to compromise on?

How to practice it in PrepOS

PrepOS's adaptive queue surfaces this question when you calibrate to a matching target level and your weakest concepts overlap with what it tests. Open the practice simulator and select the round type to start a rep with this prompt.

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Round: AI judgment
Target levels: SENIOR, STAFF, AI-PM
Source: original · Reviewed by PrepOS seed