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Deepfake detection improves when using algorithms that are more aware of demographic diversity
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July 23, 2019, 2:16 p.m.
LINK: www.huffpost.com  ➚   |   Posted by: Joshua Benton   |   July 23, 2019

Mic was an easy company to make fun of. (I guess I technically shouldn’t use the past tense, since Bustle Digital Group is still churning out content at the URL. But I mean the ur-Mic, the one that laid everybody off and had a firesale of its brand assets last November.) There was such a disconnect between its high-minded rhetoric and its editorial strategy, which — with important exceptions! — seemed largely based on low-grade aggregation of things that make liberal millennials so mad. (Things Mic actually said out loud at some point: Mic “is the Voice Of the Future, and Will Make Millennials Part Of the Political Process.” Mic “is the voice of our generation.”

But Mic was also, in its way, an exemplar of a certain generation of social-fueled, millennial-seeking digital news site, one that got lots wrong but a few important things right. So I’m glad that HuffPost’s Maxwell Strachan went deep in this new piece on what happened to the onetime industry darling. Here are a few of the highlights and lowlights:

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Deepfake detection improves when using algorithms that are more aware of demographic diversity
“Our research addresses deepfake detection algorithms’ fairness, rather than just attempting to balance the data. It offers a new approach to algorithm design that considers demographic fairness as a core aspect.”
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“People will pay you to make their lives easier, even when it comes to telling them which burrito to eat.”
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