Attention Tax, Handoff Tax: A Stylised Model of When Multi-Agent LLM Systems Help

Akshit Anchan, Nayonika Sen

Recent work on multi-agent LLM systems reaches sharply different conclusions: some results show that a single agent with the same information and compute should dominate a delegate…