
Synthesizing Market Data with Autoregressive Flow Matching
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Jane Street researchers used flow-matching diffusion and 'atom smoothing' to create a generative model capable of synthesizing complex, discrete-continuous market data streams.
The study of how the specific mechanisms and rules of a market affect trading behavior, liquidity, and price discovery.

Jane Street researchers used flow-matching diffusion and 'atom smoothing' to create a generative model capable of synthesizing complex, discrete-continuous market data streams.
Profit on Polymarket is dominated by a tiny elite who succeed through liquidity provision rather than insider information.