Unverified50% confidenceFactExact time
Zero-shot CoT only requires adding "let's think step by step" and suits general math or logic problems; few-shot CoT provides 2 to 3 solved step examples and suits scenarios that must strictly follow a checklist.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
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Related Claims
UnverifiedExperiments show that Coconut can achieve results comparable to or even better than traditional CoT on certain logical reasoning and planning tasks with fewer computational steps.67% similarUnverifiedWhen building step by step, a single-step prompt is recommended not to exceed 2000 characters, because an overly long single prompt mixes multiple unrelated tasks together and the model easily forgets the earlier constraints.65% similarUnverifiedCoT并不能从根本上解决模型不具备真正计算能力的问题，只是通过拉长推理链条降低每一步出错的概率64% similarUnverifiedFor complex creative tasks, cramming all requirements into a single prompt tends to yield poor results; providing context-relevant feedback in stages allows the model to focus on specific issues in each iteration.62% similar
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