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Solve the 12-coin balance puzzle

CoinbaseData Scientist · Technical Screen

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This question evaluates understanding of combinatorial reasoning, information theory, and decision-tree construction for identifying a single counterfeit coin and whether it is heavier or lighter using constrained balance-scale observations.

Using a balance scale with no weights and exactly three weighings, you have 12 visually identical coins, one of which is counterfeit and either heavier or lighter (unknown). Provide a weighing strategy that always identifies the counterfeit coin and whether it is heavier or lighter. Present the full decision tree: for each weighing, which coins go on each pan and how the next step depends on outcomes (left heavy, right heavy, or balance). Prove correctness and minimality of three weighings.