Vulture Thought Experiment: Trace the Ripple Effects of a Head Twice as Large
Company: Reddit
Role: Product Manager
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Other
Imagine a vulture's head became twice as large. Using root cause analysis, explain how that change would affect the bird's survival and its ability to adapt.
```hint Start from what the head is for
Before predicting anything, list what a vulture relies on its head for and what it costs the bird to carry it. Each of those is a branch you can trace, and a doubling will not affect every branch the same way.
```
### Clarifying Questions
- Does the head double suddenly in a living bird, or gradually over many generations, where natural selection can act on it?
- Does "twice as large" mean twice the length and width, or twice the weight? The two lead to very different masses.
- Does the whole head scale up evenly (skull, brain, eyes and beak), and does the rest of the body stay the same?
- Should survival be judged for one bird, or for the population over time?
### What a Strong Answer Covers
- Explicit assumptions about how fast the doubling happens and what scales with it, stated before any conclusion.
- A breakdown of what the head does for a vulture, such as feeding, sensing, hygiene, heat control and flight balance, and how a doubling affects each.
- A clear account of how root cause analysis applies: why the head might have grown, and how that cause changes the expected effects.
- A net verdict that weighs benefits against costs and names the conditions under which it flips.
- How the hypothesis could be tested with evidence, given that controlled experiments on wild birds are impractical.
### Follow-up Questions
- If the bigger head turned out to help vultures win mates rather than find food, how would your conclusion change?
- Which single measurement would you collect first to test your leading hypothesis, and why?
- How would you use the same structure if a product's average session length suddenly doubled overnight?
Overview: An analytical reasoning question that asks how a vulture would fare if its head became twice as large, worked through with root cause analysis. It tests stating assumptions under ambiguity, breaking a system into functions, tracing causes and effects, and reaching a hedged verdict.