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Thinking Inertia: LLMs Keep Thinking When Told Not To

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By Kevin Lin, Pan Lu, Dianqiao Lei
| huggingface.co
Abstract Large Language Models (LLMs) increasingly ship with explicit "thinking modes", yet their counterpart, "no-thinking", has received far less attention. We study LLMs' no-thinking behavior along two axes. a. How to measure no-thinking? Prior work typically defines no-thinking through proxies such as a disabled thinking mode or the absence of long traces.
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