AI RESEARCH
The Ringelmann Effect in Multi-Agent LLM Systems: A Scaling Law for Effective Team Size
arXiv CS.AI
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ArXi:2606.02646v1 Announce Type: cross Inference-time multi-agent LLM scaling lacks a shared unit: counting nominal agents conflates cost with independent evidence.