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(How) Do reasoning models reason?

S. Kambhampati
Kaya Stechly
Karthik Valmeekam
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Abstract

We will provide a broad unifying perspective on the recent breed of Large Reasoning Models (LRMs) such as OpenAI o1 and DeepSeek R1, including their promise, sources of power, misconceptions and limitations.

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@article{kambhampati2025_2504.09762,
  title={ (How) Do reasoning models reason? },
  author={ Subbarao Kambhampati and Kaya Stechly and Karthik Valmeekam },
  journal={arXiv preprint arXiv:2504.09762},
  year={ 2025 }
}
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