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Many people have been asking us recently about whether we all have a "Brain Age" and how we can reduce our "brain ages". This concept is a myth, fueled by the (very fun) Nintendo game and a recent PBS campaign promoting a program produced by Posit Science. The concept of having a "brain age" is, itself, profoundly unscientific, as we will show in this article.