it used to be that if you asked for 100 CTO bios, you'd get all males. Now if you ask that, gpt returns a nice list with about 50% distribution. But ask nurses, and 75%+ are female.
are those reasonable, or realistic? maybe, I don't want to enter into the topic in too much detail and I specifically don't want to pass judgment either way.
but one has to be aware that results will either a) match the world distribution of probabilities, which includes all the implicit biases that are still unresolved in our society, or b) match an ideal distribution of equalized probability, which will represent an ideal version of the society that is not always grounded in our gritty, biased world.