Every urn contains balls. Let be its number of blue balls; choosing an urn uniformly makes uniform on . Conditional on that urn, the probability of a blue first draw is , so the law of total probability gives
Drawing twice without replacement requires . Given , the probability that both draws are blue is , and hence
Taking the ratio defining conditional probability gives the second requested probability
Although a blue first draw removes a blue ball from its urn, it also makes an urn rich in blue balls more likely. Averaging with this changed conditional distribution is essential.

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