Thursday, April 18, 2019

'Disastrous' lack of diversity in AI industry perpetuates bias, study finds; The Guardian, April 16, 2019

Kari Paul, The Guardian;

'Disastrous' lack of diversity in AI industry perpetuates bias, study finds

"Lack of diversity in the artificial intelligence field has reached “a moment of reckoning”, according to new findings published by a New York University research center. A “diversity disaster” has contributed to flawed systems that perpetuate gender and racial biases found the survey, published by the AI Now Institute, of more than 150 studies and reports.

The AI field, which is overwhelmingly white and male, is at risk of replicating or perpetuating historical biases and power imbalances, the report said. Examples cited include image recognition services making offensive classifications of minorities, chatbots adopting hate speech, and Amazon technology failing to recognize users with darker skin colors. The biases of systems built by the AI industry can be largely attributed to the lack of diversity within the field itself, the report said...

The report released on Tuesday cautioned against addressing diversity in the tech industry by fixing the “pipeline” problem, or the makeup of who is hired, alone. Men currently make up 71% of the applicant pool for AI jobs in the US, according to the 2018 AI Index, an independent report on the industry released annually. The AI institute suggested additional measures, including publishing compensation levels for workers publicly, sharing harassment and discrimination transparency reports, and changing hiring practices to increase the number of underrepresented groups at all levels."

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