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Is it possible he was talking to a room full of Russian intelligence operatives? Computers can malfunction. Loading comments… Trouble loading? There are thousands or millions of others that we are unaware of, that computers could very easily detect. Where Lombroso used calipers and craniographs, Kosinski has been using neural networks to find patterns in photos scraped from the internet. Kosinski acknowledges that his machine learning system detects unrelated signals, but is adamant the software also distinguishes between facial structures. In a paper published last yearKosinski and a Stanford computer scientist, Yilun Wang, reported that a machine-learning system was able to distinguish between photos of gay and straight people with a high degree of accuracy.





While he does not deny the influence of social and environmental factors on our personalities, he plays them down.

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Inthe same employees filed a patent, showing how personality characteristics could be gleaned from Facebook messages and status updates. In a paper published last yearKosinski and a Stanford computer scientist, Yilun Wang, reported that a machine-learning system was able to distinguish between photos of gay and straight people with a high degree of accuracy. I only showed that it exists. Facebook, Kosinski says, was well aware of his research.

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But then a colleague asked me if I would be able to look myself in the mirror if, one day, a company or a government deployed a similar technique to hurt people.