AI does not, in and of itself, have a goal. AI exists to be used for some human's goal. If the human's goal is to understand the level of association between women and technology without confounding factors like decades of marketing video games and computers to boys more than girls, the historical bias of such factors in the data fed to the AI becomes extremely important.