autoregressive diffusion models

Jane Street has published a blog post asking whether autoregressive diffusion models can be used to generate market data. The piece, written by the firm's engineers, examines combining diffusion techniques with autoregressive modelling to produce synthetic financial time series. It is drawing attention from quant finance and machine learning communities interested in generative modelling applications to market simulation.