AI technology puts "gaydar" on a scientific basis.

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Abdul Alhazred
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AI technology puts "gaydar" on a scientific basis.

Post by Abdul Alhazred » Fri Sep 08, 2017 4:56 pm

New AI can guess whether you're gay or straight from a photograph
The Guardian
Artificial intelligence can accurately guess whether people are gay or straight based on photos of their faces, according to new research that suggests machines can have significantly better “gaydar” than humans.

The study from Stanford University – which found that a computer algorithm could correctly distinguish between gay and straight men 81% of the time, and 74% for women – has raised questions about the biological origins of sexual orientation, the ethics of facial-detection technology, and the potential for this kind of software to violate people’s privacy or be abused for anti-LGBT purposes.

The machine intelligence tested in the research, which was published in the Journal of Personality and Social Psychology and first reported in the Economist, was based on a sample of more than 35,000 facial images that men and women publicly posted on a US dating website. The researchers, Michal Kosinski and Yilun Wang, extracted features from the images using “deep neural networks”, meaning a sophisticated mathematical system that learns to analyze visuals based on a large dataset.

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Re: AI technology puts "gaydar" on a scientific basis.

Post by Rob Lister » Fri Sep 08, 2017 5:46 pm

It took me a while to get there but I input my photo and it said I was more hetero than ed. Apparently they had ed on file. Me at 99%. Him at 66%.

Seems reasonable.

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Re: AI technology puts "gaydar" on a scientific basis.

Post by Grammatron » Fri Sep 08, 2017 5:55 pm

While interesting, I think this part "publicly posted on a US dating website" would indicate a skewing of results. So if ed didn't post on grinder so much and instead his passport photo was used that would be a more interesting study.

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Re: AI technology puts "gaydar" on a scientific basis.

Post by ed » Fri Sep 08, 2017 6:25 pm

Yeah, and I look a hell of a lot more butch without my eyeliner.
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Re: AI technology puts "gaydar" on a scientific basis.

Post by Pyrrho » Sat Sep 16, 2017 5:41 pm

Why this forum exists.

https://qz.com/1078901/a-stanford-scien ... e-a-point/
Last week, The Economist published a story around Stanford Graduate School of Business researchers Michal Kosinski and Yilun Wang’s claims that they had built artificial intelligence that could tell if we are gay or straight based on a few images of our faces. It seemed that Kosinski, an assistant professor at Stanford’s graduate business school who had previously gained some notoriety for establishing that AI could predict someone’s personality based on 50 Facebook Likes, had done it again; he’d brought some uncomfortable truth about technology to bear.

The study, which is slated to be published in The Journal of Personality and Social Psychology, drew plenty of skepticism. It came from those who follow AI research, as well as from LGBTQ groups such as Gay and Lesbian Advocates & Defenders (GLAAD).

...

Kosinski asserted in an interview with Quartz that regardless of the methods of his paper, his research was in service of gay and lesbian people that he sees under siege in modern society. By showing that it’s possible, Kosinski wants to sound the alarm bells for others to take privacy-infringing AI seriously. He says his work stands on the shoulders of research happening for decades—he’s not reinventing anything, just translating known differences about gay and straight people through new technology.

“This is the lamest algorithm you can use, trained on a small sample with small resolution with off-the-shelf tools that are actually not made for what we are asking them to do,” Kosinski said. He’s in an undeniably tough place: Defending the validity of his work because he’s trying to be taken seriously, while implying that his methodology isn’t even a good way to go about this research.

Essentially, Kosinski built a bomb to prove to the world he could. But unlike a nuke, the fundamental architecture of today’s best AI makes the margin between success and failure fuzzy and unknowable, and at the end of the day accuracy doesn’t matter if some autocrat likes the idea and takes it. But understanding why experts say that this particular instance is flawed can help us more fully appreciate the implications of this technology.
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Re: AI technology puts "gaydar" on a scientific basis.

Post by Doctor X » Sun Sep 17, 2017 3:39 am

Pyrrho wrote:Why this forum exists.

https://qz.com/1078901/a-stanford-scien ... e-a-point/
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