Comment by skupig

There has been plenty of research that shows LLMs encode social biases. It seems pretty obvious even before looking at the research that training on the whole internet will end up encoding widely-held social biases and stereotypes.

https://arxiv.org/pdf/2508.07111

https://github.com/angl1n/social-bias-llm-vlm