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arxiv_cs_ai · Nov 12, 2026 · paper

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The Value of Thinking: Learning When to Reason in Hybrid Decision Models

arxiv.orgNov 12, 2026
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Existing adaptive-reasoning methods shorten the explicit reasoning a model writes, or skip it by switching modes; either way the answer is still written out token by token. \emph{Rather than deciding how much to think...

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The Value of Thinking: Learning When to Reason in Hybrid Decision Models

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