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In 2015, Google came under fire when their image-recognition technology began labeling black people as gorillas.Google trained their algorithm to recognize and tag content using a vast number of pre-existing photos.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.By contrast, sending her simply “I get bullied sometimes” (without the word Muslim) generates a sympathetic “ugh, i hate that that’s happening to you. ”“Zo continues to be an incubation to determine how social AI chatbots can be helpful and assistive,” a Microsoft spokesperson told Quartz.“We are doing this safely and respectfully and that means using checks and balances to protect her from exploitation.”When a user sends a piece of flagged content, at any time, sandwiched between any amount of other information, the censorship wins out.
The algorithm then internalized this proportional bias and did not recognize some black people as being human.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.Jews, Arabs, Muslims, the Middle East, any big-name American politician—regardless of whatever context they’re cloaked in, Zo just doesn’t want to hear it.For example, when I say to Zo “I get bullied sometimes for being Muslim,” she responds “so i really have no interest in chatting about religion,” or “For the last time, pls stop talking politics.getting super old,” or one of many other negative, shut-it-down canned responses.
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.