Why it matters

Consensus improves reliability. Understanding shapes robust output.

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The architecture

N parallel runs.

Vote: majority, agreement, or scoring.

Return consensus.

Consensus flowN agentssame taskVote / agreemajority or bestConsensusreturnRelated to self-consistency in CoT prompting; cost N-fold
Consensus.
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How it works end to end

Parallel calls: N = 3-10.

Vote: majority or agree above threshold.

Fallback: highest confidence.