Large language models can develop novel social biases previously unseen in training data by simply going through an iterative decision making process and learning from spurious outcomes, which they do at a rate even more frequent than humans.
Large Language Models Develop Novel Social Biases Through Adaptive Exploration · hn · Princeton University · University of Chicago · 2025