Chain-of-thought (CoT) prompting improves reasoning performance by encouraging step-by-step problem decomposition.
Variants
- Zero-shot CoT: "Let's think step by step"
- Few-shot CoT: Examples with reasoning shown
- Self-consistency: Multiple CoT paths, majority vote
When It Helps
- Mathematical reasoning
- Logic problems
- Multi-step planning
- Complex analysis