It's a human bias that also exists outside of this current problem space. Take programmers for example, there is a strong bias that is pushed about how mathematically oriented minds are better at programming. This bias has shown up in the training phase of AI, as we believe programming patterns lead to better reasoning (train them on code examples, and then distill the model down, as it now has the magical prowess of a mathematically oriented mind, so they say). When it comes to AI ethics, this is an ethical problem for those that don't think about this stuff. We're seeding these models with our own agenda.

These concepts will be shattered in the long run hopefully, because they are so small.