# LEV: Thinking Fast and Deep with Looped Decision Models

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 16 қазан
**Author:** Dingjie Song, Zhiling Yan, Yuxuan Zhang, Lichao Sun
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/articles/lev-thinking-fast-and-deep-with-looped-decision-models

arXiv:2610.20951v1 Announce Type: new Abstract: Decision models answer typed questions about an input with one probability per option, computed in a single forward pass without generating text. Like the fast System 1 of dual-process theory, they answer at once, but their depth…

> Материал бастапқы дереккөзден алынған: **arXiv — cs.AI**
> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2610.20951)

**Тегтер:** #arXiv

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