Reinforcement learning with verifiable rewards makes a small LLM overfit theory-of-mind benchmarks, not acquire a generalizable theory of mind.
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Small LLMs Do Not Learn a Generalizable Theory of Mind via Reinforcement Learning
Reinforcement learning with verifiable rewards makes a small LLM overfit theory-of-mind benchmarks, not acquire a generalizable theory of mind.