EvoFlow evolves a population of heterogeneous, cost-aware agentic workflows via tagging, crossover, mutation, and niching selection, outperforming single-workflow baselines and o1-preview at lower cost.
LLM-Debate (Du et al., 2023) allows multiple LLMs to debate, leveraging diverse perspectives to identify better solutions
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EvoFlow: Evolving Diverse Agentic Workflows On The Fly
EvoFlow evolves a population of heterogeneous, cost-aware agentic workflows via tagging, crossover, mutation, and niching selection, outperforming single-workflow baselines and o1-preview at lower cost.