Heterogeneity-Driven Team Selection Framework

A team composition method for multi-LLM systems that profiles model characteristics offline and introduces two complementary signals—error decorrelation and prediction behavioral divergence—formalizing team selection as a quality-complementarity portfolio optimization problem to improve multi-model collaboration.