Jane Street explores autoregressive diffusion for generating market data

jsomers · hn · 2026-10-09

Quant trading firm Jane Street published a technical blog post asking whether autoregressive diffusion can be used to generate market data. The article walks through the challenges of applying generative diffusion modeling to financial time series and the engineering considerations behind simulating realistic market behavior.

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