Quantifying Diversity of Thought: A Predictive Law of Weighted LLM Ensemble Lift

Junade Ali

This paper provides an experimentally verified formal law for calculating the uplift that diversity of thought provides in Large Language Model (LLM) ensembles. From first principl…