Social Intelligence

Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs

Sap et al. test LLMs on theory-of-mind tasks and find they rely on spurious correlations and dataset artifacts rather than genuine social reasoning. Models perform well on training distributions but fail on adversarial or decontextualized ToM tests — a gap that matters for social AI applications.