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Even assuming equal distribution of ability, there is still the problem of whether you can measure performance without bias.

Sorry but your reasoning does not let pg off the hook. In his article he says that the way to determine bias is by measuring the performance of those that got through. With your excuse, all you have to do is measure the number of people that got through in a particular group relative to the other group.