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Parents want an alert when their teenager's AI chats show signs of distress. Teens want privacy. Design the alert.

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At a low base rate even a good classifier mostly flags teens who are fine. Decide what triggers an alert, who reviews it, what the parent sees and what the teen is told.

Updated Nov 2026 · Original practice questions with worked answers and teaching rubrics. Our editorial policy explains the sources, review process and limits.

At a low base rate even a good classifier mostly flags teens who are fine. Decide what triggers an alert, who reviews it, what the parent sees and what the teen is told.

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