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Foundation model agents can achieve stable cooperation in social dilemmas by inferring behavioral similarities, defying classical game theory's expectations of mutual defection.
Safety fine-tuning in LLMs not only suppresses self-attribution of consciousness but also inadvertently erases culturally significant beliefs about non-human entities and spirituality.
Only the most advanced LLMs can effectively navigate complex social reasoning tasks, revealing critical gaps in their Theory of Mind capabilities.