A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems

Zihan Xu, Haolin Tian, Hai Jiang

Large language model (LLM)-driven multi-agent systems typically require multiple model invocations and complex coordination during inference, and their execution strategies directl…