Neural Network Trained on Age of Empires II Challenges LLM Anthropomorphism Claims

A simple neural network trained on Age of Empires II exhibits the same purportedly human-like attributes researchers ascribe to LLMs, arguing these properties are empirically non-unique to language models. The paper challenges claims of emergence, morality, and natural language understanding in LLMs by showing any sufficiently complex substrate could produce similar observations.