Strategy question
Mark Z wants to up-convert all the media uploaded into high resolution media. What would you do?
- Meta
- Strategy
- Hard
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What this question tests
Judgment under executive pressure: can you push back constructively on a leadership directive using cost, quality, and user-value reasoning rather than simply executing it.
How to approach it
- Clarify intent: understand why up-converting all media matters to leadership, e.g. perceived quality, competitive parity, or a specific product bet.
- Assess the cost: up-converting all historical media is a massive one-time compute and storage cost, and questionable value for old, rarely-viewed content.
- Assess the user value: most users won't notice or care about resolution on old photos they never revisit, so blanket up-conversion has low marginal benefit.
- Propose a scoped alternative: up-convert only for actively viewed or newly uploaded media, or on-demand when a user opens an old photo, rather than a full batch job.
- Present the tradeoff to leadership with data: estimated cost of full up-conversion versus a scoped approach's much lower cost for similar perceived benefit.
- Define success: whichever approach chosen, track perceived quality feedback and cost per media asset improved.
What a strong answer includes
- Pushes back constructively with reasoning and alternatives instead of blindly executing an expensive directive.
- Distinguishes actively viewed media from dormant archive content, correctly identifying where the real user value is.
- Proposes a lazy/on-demand up-conversion approach as a much cheaper alternative achieving similar perceived benefit.
- Frames the pushback as a data-backed tradeoff conversation with leadership, not a flat refusal.
Common mistakes
- Executing the directive literally without questioning cost versus value for rarely-viewed old content.
- Pushing back with no alternative proposal, which reads as unhelpful rather than strategic.
Likely follow-up questions
- How would you present this pushback to Mark Zuckerberg specifically without just saying no?
- What data would you need to confirm which media is actually worth up-converting?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 14: Get the job: the AI PM interview loop