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Unbeaten Chess Streak

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Unbeaten Chess Streak is a medium quant interview question on probability.

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What this unbeaten-streak probability question tests

This is a medium-difficulty probability question that combines combinatorial counting with probabilistic reasoning. It asks you to reason about rare events in a symmetric setting—specifically, what it means for at least one player to remain undefeated across a round-robin tournament.

The problem rewards clear thinking about complementary events and mutual exclusivity. A typical approach involves identifying which player configurations allow an unbeaten record, understanding how many matches each player must win, and then either computing the probability directly or using inclusion-exclusion to avoid double-counting overlapping cases. The symmetric structure (equal win probability for each match) simplifies the calculation once you've set up the constraint correctly.

  • Round-robin tournament structure and match counts
  • Complementary probability and the union bound
  • Symmetry arguments in independent events
  • Inclusion-exclusion for mutually exclusive outcomes