What is Self-Consistency?
AI EngineeringLast updated:
A prompting strategy that samples multiple reasoning paths and selects the most common answer for improved reliability.
Self-consistency generates several chain-of-thought solutions to the same problem, then picks the answer that appears most frequently. This ensemble-like approach improves accuracy on math, logic, and reasoning tasks beyond single-sample prompting.