More Capable, Less Cooperative? When LLMs Fail At Zero-Cost Collaboration

Advait Yadav, Sid Black, Oliver Sourbut

Large language model (LLM) agents increasingly coordinate in multi-agent systems, yet we lack an understanding of where and why cooperation fails. Many real-world coordination prob…