AINeutralarXiv – CS AI · 15h ago6/10
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DEI: Diversity in Evolutionary Inference for Quality-Diversity Search
Researchers present DEI, a distributed Quality-Diversity search framework that uses heterogeneous large language models as mutation operators to solve competitive programming tasks. A four-model ensemble achieved 124% higher performance than single-model baselines, demonstrating that model diversity—not just computational parallelism—drives superior outcomes in evolutionary AI search.
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