For over a century, the belief has been that mutations in DNA arise randomly, but new research challenges this idea. Scientists have found that adaptive mutations, like the APOL1 1024A>G mutation, actually arise more frequently where needed, contradicting the random mutation theory. This study overturns long-held beliefs about evolution and suggests that mutations are not random accidents, but rather informed by the genome itself.