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(In screenshots: blue chats are from Messenger and green chats are from Kik; screenshots where only half of her face is showing are circa July 2017, and messages with her entire face are from May-July 2018.)Overall, she’s sort of convincing.Not only does she speak fluent meme, but she also knows the general sentiment behind an impressive set of ideas.During that time, she’s received a makeover: In 2017, her avatar showed only half a face and some glitzy digital effects.Her most recent iteration is of a full-faced adolescent.For instance, using the word “mother” in a short sentence generally results in a warm response, and she answers with food-related specifics to phrases like “I love pizza and ice cream.”But there’s a catch.In typical sibling style, Zo won’t be caught dead making the same mistakes as her sister. Zo is politically correct to the worst possible extreme; mention any of her triggers, and she transforms into a judgmental little brat.A few months after Tay’s disastrous debut, Microsoft quietly released Zo, a second English-language chatbot available on Messenger, Kik, Skype, Twitter, and Groupme.

“There’s the programmer path where the programmer’s bias can leech into the system, or it’s a learned system where the bias is coming from data.

But as most human faces in the dataset were white, it was not a diverse enough representation to accurately train the algorithm.

The algorithm then internalized this proportional bias and did not recognize some black people as being human.

For example, during the year I chatted with her, she used to react badly to countries like Iraq and Iran, even if they appeared as a greeting.

Microsoft has since corrected for this somewhat—Zo now attempts to change the subject after the words “Jews” or “Arabs” are plugged in, but still ultimately leaves the conversation.