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arXiv — cs.AI

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ThinkJev: One Thought, Every Budget for Calibrated Typed Decisions

arXiv:2610.37732v1 Announce Type: new Abstract: Many uses of language models end in a typed decision: a choice among a closed set of options, whose probabilities code can act on. Reading those probabilities from one forward pass is fast but often wrong on decisions that take…

arXiv — cs.AIBy: Xiaolu Ding, Kai Yang, Dongdong LiuOctober 30, 2026 (13 hours ago)
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  • arXiv:2610.37732v1 Announce Type: new Abstract: Many uses of language models end in a typed decision: a choice among a closed set of options, whose probabilities code can act on
  • Reading those probabilities from one forward pass is fast but often wrong on decisions that take…
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ThinkJev: One Thought, Every Budget for Calibrated Typed Decisions

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