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topiccore
Self-Consistency
Ask the same question N times (temp>0), majority-vote the most frequent answer.
2 hours1 resources1 prereqs
Built on top of CoT. N parallel calls instead of one (5-20), each with a different reasoning path; aggregate.
Gives 10-15% extra accuracy on math benchmarks at N× cost.
Practical: Suitable for critical decisions/calculations, overkill for chat.