Brendan O’Donoghue

This talk introduces text diffusion, a forward-looking research area in AI that offers an alternative to traditional autoregressive text generation. Unlike models that generate text one token at a time, text diffusion models start with a noisy sequence and iteratively refine it to produce clean output. This approach promises significant advantages in inference speed and enables unique capabilities such as bidirectional reasoning and in-place editing.