When Does Delegation Beat Majority? A Delegation-Based Aggregator for Multi-Sample LLM Inference

Yasushi Sakai, Allen Song, Kent Larson

Majority voting is the default unsupervised aggregator for multi-sample LLM inference, but it discards two signals: within-group answer entropy and between-group reasoning geometry…