Sequential Sampling for Binary Classification: Two LLMs are (Almost) All You Need

Guokai Li, Alys Liang, Mo Liu +4

We study how to orchestrate multiple large language models (LLMs) for reliable binary classification when models differ in accuracy, monetary cost, and response time. A decision-ma…