LLM Theory of Mind benchmarks focus on logical inference at a fixed mentalizing depth, but overlook the prior step of deciding whether and how deep to mentalize, which the paper argues should be measured with interactive, dynamic evaluation.
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Mind Your Theory: Theory of Mind Goes Deeper Than Reasoning
LLM Theory of Mind benchmarks focus on logical inference at a fixed mentalizing depth, but overlook the prior step of deciding whether and how deep to mentalize, which the paper argues should be measured with interactive, dynamic evaluation.