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Someone made an AI that predicted gender from email addresses, usernames. It went about as well as expected

Flightmode

The whole Gonads series she's talking about was pretty interesting (that's code for "mindblowing"). Find it in your favourite podcast player or at radiolab.org; six 40ish minute episodes starting from June 15th 2018.

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