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arXiv — cs.AI

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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…

arXiv — cs.AIBy: Dingjie Song, Zhiling Yan, Yuxuan Zhang, Lichao SunOctober 16, 2026 (4 days ago)
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  • 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…
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LEV: Thinking Fast and Deep with Looped Decision Models

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