Self-Consistency

Sampling several independent reasoning paths for one problem and taking the majority or aggregated answer to raise reliability over a single greedy decode.

grounded in: Grounded in the existing `test-time-compute` concept and the doctrine's verification-loop principle ('a change ships only if ALL checks agree') — self-consistency is the established multi-sample reaso

Connected concepts

Test-time compute, Reflexion, LLM-as-judge, Verification loops