
The finding that asking for the working, not just the answer, changes what a model can solve — and that the effect only emerges above a certain scale. It is the ancestor of every reasoning mode, and why 'think step by step' became infrastructure rather than a trick.
articleWhen Chain-of-Thought Helps and When It Hurts: An Empirical Investigation of the Serial-Depth Bottleneck in LLM ReasoningTughanbulut Kurtulush
articleReAct: Synergizing Reasoning and Acting in Language ModelsShunyu Yao et al.Sign in to comment.
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