The More the Better? A Comparison of Single- and Multi-Agent LLM Setups on a Financial Review Task.

arXiv:2610.27488v1 Announce Type: new Abstract: Practitioner guidance holds that a large language model reviews a document better when the work is divided among agents. We test a narrow form of it in a controlled comparison of single-agent and multi-agent setu