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Submission + - Google's Sentiment Analyzer Thinks Being Gay Is Bad (vice.com)

gooddogsgotoheaven writes: In July 2016, Google announced the public beta launch of a new machine learning application program interface (API), called the Cloud Natural Language API. It allows developers to incorporate Google's deep learning models into their own applications. As the company said in its announcement of the API, it lets you "easily reveal the structure and meaning of your text in a variety of languages." The problem is the API labels sentences about religious and ethnic minorities as negative—indicating it's inherently biased. For example, it labels both being a Jew and being a homosexual as negative.

Submission + - Regulate Facebook Like AIM (vice.com)

gooddogsgotoheaven writes: Sixteen years ago, the FCC approved a merger between American Online and Time Warner, but with several conditions. As part of the deal, AOL was required to make its web portal compatible with other chat apps. The government stopped AOL from building a closed system where everyone had to use AIM, meaning it had to adopt interoperability—the ability to be compatible with other computer systems. Here's why we should consider regulating Facebook similarly.

Submission + - People Are Using Recycled Laptop Batteries to Power Their Homes (vice.com)

gooddogsgotoheaven writes: DIY Powerwall builders from around the world are harvesting old laptop batteries and turning them into powerful batteries capable of supplying energy to their entire homes.

"It's the future. It's clean, simple, efficient and powerful," Jehu Garcia, one of the most popular powerwall builders, told me. He and people like him are deciding for themselves what the future of alternative energy will look like, instead of waiting for technology companies to shape it for them. "The end result is being able to rely on something I not only built myself but understand the ins and outs of to power some or all of my electricity in my home. That is inspiring," Joe Williams, another powerwall builder, told me.

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