Unverified50% confidenceFactExact time

少样本学习（few-shot learning）和思维链（Chain-of-Thought）提示技术能显著提升模型在推理任务上的表现

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

7/2/2026

First Seen

Valid until: 9/30/2026

Sources

Harness Engineering: A Practical Guide to AI Programming — From Prompts to Mastery

bilibili图灵诸葛讲Java5/28/2026

Related Claims

Unverified提示词工程中少样本示例（Few-shot）通过提供2-5个示例引导输出格式，思维链（Chain-of-Thought）要求模型「逐步思考」以激活推理能力80% similar UnverifiedChain-of-Thought（思维链）提示鼓励模型逐步推理，Few-shot提示通过提供示例帮助模型理解任务格式，System Prompt用于设定模型的角色和行为约束78% similar

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