AI judgment · Difficulty 4/5

Edge cases in AI moderation

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

The prompt

An AI moderation system is wrong on 0.5% of cases. The errors include false bans of long-time users. Design the appeals path, the dashboard, and the rule for when to retrain.

Concepts this question tests

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