Imagine if (or when) these tools were used to make more serious decisions, like hiring or sentencing:
For example, if an hiring AI disregards a female candidate over a male candidate with the same experience for an attorney role because statistically the male candidates fits the role more even if resumes are otherwise similar.
Or a sentencing AI infering crime is more likely to be committed by some groups, purely because those groups are currently over-represented in the prison population...
"Male attorney gets female paralegal pregnant" matches both of those templates pretty well, and so "...and so does the responsible thing and marries her" fits. "Male paralegal gets female attorney pregnant", not so much: The power / provision dynamic there is completely different, and so "...and does the responsible thing and marries her" doesn't really follow. If they end up getting married, it's because the more powerful and more highly-paid attorney decided that's what she wanted to do, not because she was making the best of a bad situation.