Marta Zielonka

From Independent LLMs to Collaborative Networks: Implementation and Evaluation of a Multi-Agent Medical Board

Large language models (LLMs) are typically deployed as standalone systems, although many professional tasks require structured collaboration among specialists. This paper presents a proof-of-concept design and preliminary evaluation of a multi-agent LLM framework for multidisciplinary case deliberation, using a simulat...