Cooperative Profiles Predict Multi-Agent LLM Team Performance in AI for Science Workflows

Shivani Kumar, Adarsh Bharathwaj, David Jurgens

Multi-agent systems built from teams of large language models (LLMs) are increasingly deployed for collaborative scientific reasoning and problem-solving. These systems require age…