Interview prep
Responsible AI & Advanced Practice Interview Questions
6 subtopics, 120 questions. All 120 carry a written answer.
Responsible AI as a product requirement
- How do you turn a responsible AI principle into a testable product requirement?
- What safety requirements belong in every AI PRD regardless of feature?
- Describe how you would assess a feature for potential harm before building it.
20 questions · 20 answered
Compliance and legal partnership
- What does the EU AI Act require of a product like the one you last worked on?
- Explain risk categorization under the EU AI Act in product terms.
- How do you bring legal into an AI project early without slowing it down?
20 questions · 20 answered
AI product case study teardowns
- Tear down a coding assistant: what is the core loop and where does it break?
- Analyze how a major AI search product handles citation and grounding.
- What product decisions explain why some AI note-takers retain users and others do not?
20 questions · 20 answered
Building an AI PM portfolio
- What does a hiring manager actually open first in an AI PM portfolio?
- Describe the three artifacts that make the strongest AI PM portfolio.
- How do you present a shipped AI project when you cannot share the internal metrics?
20 questions · 20 answered
Agent product management specifics
- What product decisions are unique to an agent versus a single-turn AI feature?
- How do you scope what an agent is allowed to do?
- Describe the permission model you would design for an agent acting in a user's account.
20 questions · 20 answered
Internal AI tooling and enablement products
- Why do companies underinvest in internal AI tooling, and what does it cost them?
- Describe the first internal AI tool you would build at a 500-person company.
- How do you measure adoption of an internal AI tool?
20 questions · 20 answered