arXiv 2610.11765 · cs.CL · 2026-10-08
Thinking Inertia: LLMs Keep Thinking When Told Not To
Dianqiao Lei, Kevin Qinghong Lin, Pan Lu, Philip Torr, James Zou
Stanford University
在最新榜 #43 本站收录于 2026-10-21
一句话要点
发现大模型即使被要求“不思考”仍会偷偷推理,并提出衡量“无思考”行为的三级指标。
Shows LLMs keep reasoning even when told not to think, and proposes a three-level way to measure no-thinking behaviour.
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主题与学科
同主题:推理
- LEV: Thinking Fast and Deep with Looped Decision Models ▲602
- Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence ▲224
- Questioning the Questions: Sustaining Self-Evolution in Reasoning Models ▲85
- Improving Test-Time Scaling with Adaptive Looped Transformers ▲62
- Hybrid Reasoning Agents ▲38
数据说明
元数据来自 arXiv API(已核实);点赞来自 Hugging Face 每日论文;引用来自 Semantic Scholar。最近刷新 2026-10-22。
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