Using Generative AI: How You Use It and When It Gets Things Wrong

BehavioralAmazonLast reported October 2026High Frequency
Reported
38× across candidate reports
First seen
December 2025
Last reported
October 2026
Reported outcome
mixed

Problem Overview

A generative-AI question now appears in most Amazon loops: 38 reports from December 2025 to October 2026, mostly intern and new-grad loops but also SDE II, L5 and L6 candidates. In nine reports it came from the hiring manager or the team's manager, and some loops name it as its…

  • 7 candidate-reported follow-ups — the exact probes interviewers asked, with the trigger for each
  • The rest of the problem statement — full requirements, constraints, and edge cases
  • Approach and trade-offs — what passing candidates did, and the mistakes that sink people
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Verified Source
Every question is reconstructed from multiple independent candidate reports. Verbatim follow-ups, not invented ones.
Codex Fact-Checked
Technical claims, formulas, and scale numbers are reviewed against primary sources.
Interviewer Follow-ups
The exact follow-ups reported by candidates, with the trigger that prompts each one — plus the mistakes that sink people.
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