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Solve Probability and Logic Puzzles Under Interview Pressure

Last updated: Jul 2, 2026

Quick Overview

This Mistral AI statistics and math question prepares candidates for probability and logic puzzles under time pressure. It evaluates structured reasoning, assumption checks, and the ability to communicate a clean path through ambiguous quantitative prompts.

  • medium
  • Mistral AI
  • Statistics & Math
  • Software Engineer

Solve Probability and Logic Puzzles Under Interview Pressure

Company: Mistral AI

Role: Software Engineer

Category: Statistics & Math

Difficulty: medium

Interview Round: Onsite

Solve a set of interview puzzles: estimate the probability of seeing at least one car in a half hour when the one-hour probability is 0.99; compute how long two crews taking 6 and 8 days individually need together; and design a minimum-test strategy to find two working batteries when 4 of 8 batteries work and a toy starts only with two working batteries. ### Constraints & Assumptions - Assume independent Poisson-like arrivals for the car problem. - For the work-rate problem, rates add linearly. - For the battery problem, each test checks a pair and succeeds only if both are working. - The goal is finding any two working batteries, not classifying all batteries. ### Clarifying Questions to Ask - Can I assume arrivals in disjoint half-hour intervals are independent? - Do failed battery tests reveal whether zero or one battery worked? - Do we need a worst-case guarantee or expected number of tests? - Can batteries be labeled and tested in any chosen pairs? ### What a Strong Answer Covers ```premium-lock What a Strong Answer Covers ``` ### Follow-up Questions - How would the battery answer change if 3 of 8 worked? - What if car arrivals are not independent? - How would you explain the work-rate calculation without fractions? - How do you avoid over-talking while solving puzzles live?

Quick Answer: This Mistral AI statistics and math question prepares candidates for probability and logic puzzles under time pressure. It evaluates structured reasoning, assumption checks, and the ability to communicate a clean path through ambiguous quantitative prompts.

|Home/Statistics & Math/Mistral AI

Solve Probability and Logic Puzzles Under Interview Pressure

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Mistral AI
Jul 2, 2026, 7:02 PM
mediumSoftware EngineerOnsiteStatistics & Math
3
0

Solve a set of interview puzzles: estimate the probability of seeing at least one car in a half hour when the one-hour probability is 0.99; compute how long two crews taking 6 and 8 days individually need together; and design a minimum-test strategy to find two working batteries when 4 of 8 batteries work and a toy starts only with two working batteries.

Constraints & Assumptions

  • Assume independent Poisson-like arrivals for the car problem.
  • For the work-rate problem, rates add linearly.
  • For the battery problem, each test checks a pair and succeeds only if both are working.
  • The goal is finding any two working batteries, not classifying all batteries.

Clarifying Questions to Ask

  • Can I assume arrivals in disjoint half-hour intervals are independent?
  • Do failed battery tests reveal whether zero or one battery worked?
  • Do we need a worst-case guarantee or expected number of tests?
  • Can batteries be labeled and tested in any chosen pairs?

What a Strong Answer Covers Premium

Follow-up Questions

  • How would the battery answer change if 3 of 8 worked?
  • What if car arrivals are not independent?
  • How would you explain the work-rate calculation without fractions?
  • How do you avoid over-talking while solving puzzles live?
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