Sampling and Winning-Strategy Probability Problem

Question: A probability problem about sampling strategy and deciding a winning strategy, where average-case scenarios are expected to be equal. Key points: Involves reasoning about expected value across sampling strategies to show that, in expectation, different strategies yield equal outcomes even though individual outcomes vary - a classic expected-value/fairness argument rather than a specific numeric answer.