Atlas · GenAI 2026
Self-Consistency
Sample-and-vote across multiple reasoning paths for reliability
conceptPeak: 2023Reasoning TechniquesAI consensus: 0/3
Prerequisites
It is a decoding/prompting strategy over reasoning paths.
- mediumLLM Decoding Strategies
Sample-and-vote is a decoding-time method.
Recommended reference
Wang et al. (2022) Self-Consistency Improves Chain-of-Thought Reasoning