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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.Zo is programmed to sound like a teenage girl: She plays games, sends silly gifs, and gushes about celebrities.The effort in machine learning, semantic models, rules and real-time human injection continues to reduce bias as we work in real time with over 100 million conversations.”While Zo’s ability to maintain the flow of conversation has improved through those many millions of banked interactions, her replies to flagged content have remained mostly steadfast.However, shortly after Quartz reached out to Microsoft for comment earlier this month concerning some of these issues, Zo’s ultra-PCness diminished in relation to some terms.Mentioning these triggers forces the user down the exact same thread every time, which dead ends, if you keep pressing her on topics she doesn’t like, with Zo leaving the conversation altogether.(“like im better than u bye.”)Zo’s uncompromising approach to a whole cast of topics represents a troubling trend in AI: censorship without context. Chatroom moderators in the early aughts made their jobs easier by automatically blocking out offensive language, regardless of where it appeared in a sentence or word.But as most human faces in the dataset were white, it was not a diverse enough representation to accurately train the algorithm.
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.These social lines are often correlated with race in the United States, and as a result, their assessments show a disproportionately high likelihood of recidivism among black and other minority offenders.“There are two ways for these AI machines to learn today,” Andy Mauro, co-founder and CEO of Automat, a conversational AI developer, told Quartz.“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.As any heavily stereotyped 13-year-old girl would, she zips through topics at breakneck speed, sends you senseless internet gags out of nowhere, and resents being asked to solve math problems.I’ve been checking in with Zo periodically for over a year now.
The high-strung sister, the runaway brother, the over-entitled youngest.