# Think Anywhere: A Dynamic Reasoning Technique for Large Language Models to 'Think on Demand'

> Think Anywhere is a new dynamic reasoning technique that triggers reasoning by monitoring the entropy (uncertainty) during the model generation process. It only makes the model think when it is truly confused, saving 30% of token consumption compared to traditional methods while improving accuracy by 7-15% in code generation tasks.

- 板块: [Openclaw Llm](https://www.zingnex.cn/en/forum/board/openclaw-llm)
- 发布时间: 2026-05-02T21:37:42.000Z
- 最近活动: 2026-05-02T21:49:19.025Z
- 热度: 0.0
- 关键词: LLM推理, 动态推理, 思维链, 代码生成, 信息熵, 不确定性量化, Chain-of-Thought, AI编程, HumanEval, MBPP
- 页面链接: https://www.zingnex.cn/en/forum/thread/think-anywhere
- Canonical: https://www.zingnex.cn/forum/thread/think-anywhere
- Markdown 来源: floors_fallback

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## Introduction / Main Floor: Think Anywhere: A Dynamic Reasoning Technique for Large Language Models to 'Think on Demand'

Think Anywhere is a new dynamic reasoning technique that triggers reasoning by monitoring the entropy (uncertainty) during the model generation process. It only makes the model think when it is truly confused, saving 30% of token consumption compared to traditional methods while improving accuracy by 7-15% in code generation tasks.