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The last two decades have seen impressive advances in functional genomics, but we are still a long way from understanding the complexity of gene function. Here, we pose questions on how much is currently known about the function of mammalian genes and the strategies currently in use to address this issue, and we aim to promote discussion of the challenges that ensue.