# DiffResearch: Accelerating Deep Research with Diffusion Language Models

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 22 қазан
**Author:** Alan-Barsag Gazzaev, Alexey Gavrilov, Mikhail Mozikov, Sergey Muravyov
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/articles/diffresearch-accelerating-deep-research-with-diffusion-language-models

arXiv:2610.28909v1 Announce Type: new Abstract: Deep research systems iteratively plan, gather evidence, synthesize, and revise, making end-to-end latency a key bottleneck for interactive use. Almost all production systems are built on autoregressive (AR) language models and…

> Материал бастапқы дереккөзден алынған: **arXiv — cs.AI**
> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2610.28909)

**Тегтер:** #arXiv

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