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Responsible AI & Advanced Practice

AI product case study teardowns Interview Questions

20 questions. All 20 carry a written answer.

  1. #1Tear down a coding assistant: what is the core loop and where does it break?CaseAdvanced
  2. #2Analyze how a major AI search product handles citation and grounding.CaseAdvanced
  3. #3What product decisions explain why some AI note-takers retain users and others do not?CaseAdvanced
  4. #4Tear down the onboarding of an AI product you use and identify its weakest moment.CaseIntermediate
  5. #5Analyze the pricing model of an AI product and what it reveals about its cost structure.CaseAdvanced
  6. #6What does an AI customer support product get right that a generic chatbot does not?CaseIntermediate
  7. #7Examine an AI feature that failed publicly and identify the product decision behind it.CaseAdvanced
  8. #8Compare two competing AI writing tools on their handling of user control.CaseIntermediate
  9. #9Tear down an agent product: what does it let the user approve and what does it not?CaseAdvanced
  10. #10Analyze how a consumer AI app handles the cold start problem.CaseIntermediate
  11. #11What can you infer about a product's eval practice from its release notes?CaseAdvanced
  12. #12Examine an enterprise AI product's trust and security page as a product artifact.Artifact critiqueAdvanced
  13. #13Analyze the retention mechanics of an AI product with high initial excitement.CaseAdvanced
  14. #14Tear down a multimodal feature and assess whether the modality earns its place.CaseAdvanced
  15. #15Compare how two products communicate AI uncertainty to users.CaseAdvanced
  16. #16What does an AI product's error handling reveal about its maturity?CaseIntermediate
  17. #17Analyze a vertical AI product and identify its actual defensibility.CaseAdvanced
  18. #18Examine how an AI product changed after a major model upgrade.CaseAdvanced
  19. #19Pick an AI product and argue it should not exist.InterviewAdvanced
  20. #20Tear down a product I name, live, in ten minutes.InterviewAdvanced