Theory of Mind and Emergent Coordination

Li et al. (arXiv:2310.10701) showed that LLM agents in a cooperative text game exhibit emergent high-order Theory of Mind (ToM) — reasoning about what another agent believes about a third agent's beliefs — but fail on long-horizon planning...