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Though Google emphatically apologized for the error, their solution was troublingly roundabout: Instead of diversifying their dataset, they blocked the “gorilla” tag all together, along with “monkey” and “chimp.”AI-enabled predictive policing in the United States—itself a dystopian nightmare—has also been proven to show bias against people of color.
Northpointe, a company that claims to be able to calculate a convict’s likelihood to reoffend, told Pro Publica that their assessments are based on 137 criteria, such as education, job status, and poverty level.
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.
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.
Her most recent iteration is of a full-faced adolescent.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.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.
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.