AINeutralarXiv – CS AI · 7h ago6/10
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LLM Consortium for Software Design Refinement: A Controlled Experiment on Multi-Agent Collaboration Topologies
Researchers conducted a controlled experiment evaluating 12 multi-agent LLM collaboration topologies for software design, running 520 tests across 8 tasks. Structural adversarial prompting ranked first, cross-model review second, while parallel merge approaches performed poorly due to token limitations and design fragmentation issues.
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