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Wait... So because the real world data doesn't align to our ideology, we're going tell it to ignore the facts

And what exactly is the real world data actually saying and how does it disprove Google's "ideology"?

It's saying that word X is usually associated with "her", and Y with "him". Often, reality has a sexist bias.