Mathematical modeling of the role of Tat in viral transcription in HIV infected cells indicates that a model in which stochastic toggling of the promoter between an on and off state, combined with a feed-forward Tat network, leads to a bifurcation of Tat levels early in infection (47, 48). This evidence concerns the gene TAT and infection.