A statement like this has no backing at all. And it's exactly what the parent comment was talking about when they said: "a bias toward thinking society is biase

A statement like this has no backing at all. And it's exactly what the parent comment was talking about when they said: "a bias toward thinking society is biased." We can't just conclude that x is true because it seems more fair that it would be true. The universe isn't necessarily fair and equal. We can lie to ourselves and our machine learning models about things like: "there must be an equal number of bad restaurants within each genre of restaurant." But that won't make it true. It will just make our models work less well.