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In a world threatened by terrorists from a small number of countries, it is tempting to think that racial profiling for security purposes, even if morally objectionable, might save lives. But is it mathematically sound?William Press shows that even with unrealistically perfect data it is surprisingly difficult to gain any benefit from such profiling.