there really is bias in the data being used to train AI. sure the "person" tag is not biased, but the captions are where things get interesting.
here's a group of people but not it's women who are preparing the meal:
here's police officers, emergency responders, cops, people, but also men and policemen:
based on this, i think the singularity is equally likely to happen or not happen, but either way it's going to be because our robot overlords are just fucking dumb as bricks.