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title: "masked diffusion models — GEORecall"
description: "Narrative intelligence for masked diffusion models: 1 tracked articles, claims, and spin patterns across AI and technology coverage."
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---

# masked diffusion models

**Type:** technology  
## Related Articles

- [Transformer-Based Masked Diffusion Models Provably Learn Distributions with Latent Structure](https://stuffthatspins.com/spin/transformer-based-masked-diffusion-models-provably-learn-distributions-with-latent-structure) — October 12, 2026

## Related Claims

- Transformer-based MDMs with parallel unmasking achieve ε-accurate sampling in KL divergence with Õ(LK_par/ε) training samples when the data distribution is well approximated by mixtures of hidden Markov trees.

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