Multi-agent LLMs show systematic failures in collective reasoning with distributed information

Sep 29, 2026 · Issue 9 · 1 source, 1 article

A study examines how multi-agent systems built on LLMs perform when they must pool distributed information to reach a decision. According to its title, collective reasoning failures appear at the system level.

Sources

• Systematic Failures in Collective Reasoning under Distributed Information in Multi-Agent LLMsproceedings.mlr.press · Sep 29, 2026

Machine-generated summary based on the titles and excerpts of the source articles. The facts come from the linked article.