Self-Consistency — AI Glossary

Self-consistency is a prompting strategy where you generate multiple responses to the same question using chain-of-thought reasoning, then select the most common answer among them. By sampling diverse reasoning paths and taking a majority vote, self-consistency reduces errors from any single flawed reasoning chain and produces more reliable answers.