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Notes & derivations

Thinking out loud about pure mathematics, generative models, optimal transport, and the geometry of stochastic dynamics.

Jul 5, 2026

Turning toward pure mathematics

A short note on why I'm reorienting my work around pure mathematics — and why generative models are where that mathematics comes alive.

researchpure mathematicsgenerative models
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Jun 20, 2026

Straightening generative paths with optimal transport

How an optimal-transport coupling turns curved flow-matching trajectories into straight lines you can integrate in a handful of steps.

optimal transportflow matchinggenerative models
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