A controlled study finds that more agents, deeper critique-revision loops, and diverse personas increase the diversity of LLM-generated research ideas, with critic-side diversity best improving feasibility.
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Exploring Design of Multi-Agent LLM Dialogues for Research Ideation
A controlled study finds that more agents, deeper critique-revision loops, and diverse personas increase the diversity of LLM-generated research ideas, with critic-side diversity best improving feasibility.