For example, if women only made up 10% of college CS majors, Microsoft wanted to have 20% female interns.
I replied that, if that were their goal, they would most likely have to lower the bar as compared to a male intern, or else pay the female interns more, give them more perks, or purposefully interview fewer qualified male interns.
My argument was that if Microsoft's hiring bar was the top 1%, most likely only 10% of that candidate pool is female. So, one must either drop the bar for females, interview more females in that pool than males, or somehow double the chance that a female in that 10% of 1% accepted your internship offer. However, in those days almost nobody rejected Microsoft offers, so that last route seemed difficult.
The only way to maintain equality of pay and skill without purposefully rejecting male applicants is to spend a huge amount of effort finding more female applicants than male applicants in that 1% and persuading them to apply. But that's still not really fair, as that really implies that recuiters pay less attention to males, e.g. spending less time and money finding them and recruiting them.
The HR representative got very angry, but couldn't articulate why.