The present invention identifies that the expression of Activation Induced Deaminase (AID) or its homologues in cells confers a mutator phenotype and thus provides a method for generating diversity in a gene or gene product as well as cell lines capable of generating diversity in defined gene products. The invention also provides methods of modulating a mutator phenotype by modulating AID expression or activity.