Unverified50% confidenceFactExact time
The classic implementation of CoT is few-shot prompting: give the model a few "question—step-by-step reasoning—answer" examples, and the model imitates this format.
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50%
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Long-term
Relevance
10/22/2026
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Related Claims
UnverifiedEven if CoT's hypothesis class covers the recursive rules, the model will choose the shortcut rather than the truth due to simplicity bias.72% similarUnverifiedChain-of-Thought (CoT) prompting improves the quality of complex problem solving by requiring the model to reason step by step.71% similarUnverifiedFor reasoning models, prompts should be more concise, focusing only on the goal and requirements, and role-playing is not recommended for excessive use; for general-purpose models, reasoning steps such as COT need to be explicitly guided, and role-playing is very effective.69% similarUnverified提示词工程的有效范式包括零样本提示、少样本提示和思维链提示，思维链提示要求模型一步步推理在处理复杂逻辑时显著提升准确率68% similar
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