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Facebook unveils machine learning translator for 100 languages

Facebook on Monday unveiled software based on machine learning which the company said was the first to be able to translate from any of 100 languages without relying on English.

The open-source artificial intelligence software was created to help the massive social network deliver content better in 160 languages to its more than two billion users around the world.

“This milestone is a culmination of years of Facebook AI’s foundational work in ,” research assistant Angela Fan said in a blog post.

Software spots and fixes hang bugs in seconds, rather than weeks

Hang bugs—when software gets stuck, but doesn’t crash—can frustrate both users and programmers, taking weeks for companies to identify and fix. Now researchers from North Carolina State University have developed software that can spot and fix the problems in seconds.

“Many of us have experience with hang bugs—think of a time when you were on website and the wheel just kept spinning and spinning,” says Helen Gu, co-author of a paper on the work and a professor of computer science at NC State. “Because these bugs don’t crash the program, they’re hard to detect. But they can frustrate or drive away customers and hurt a company’s bottom line.”

With that in mind, Gu and her collaborators developed an automated program, called HangFix, that can detect hang bugs, diagnose the relevant problem, and apply a patch that corrects the root cause of the error.

Elon Musk’s Neuralink May Offer us Symbiosis With AI — Part 2

Elon Musk has warned many times about the dangers of AI. He sees strong artificial intelligence as an existential risk. Musk therefore wants to develop a brain machine interface or BMI device so we can merge with AI and hopefully develop a symbiotic relationship with artificial intelligence thus solve the AI control problem. Elon Musk has founded the neurotechnology company Neuralink. the company is focused on developing implantable brain machine interfaces. Neuralink has made recent headlines for its newest BMI device presented by Elon Musk.

In the short term, Neuralink’s BMI may be used to fix neurological problems and disorders. As Elon Musk has pointed out, over time, virtually everyone who gets old will suffer at least one if not multiple common neurological issues such as: Memory loss, hearing loss, seizures, strokes, brain damage etc.

With the development of Neuralink’s device, these problems may be a thing of the past. Better yet, the integration of Neuralink’s device with the human brain may advertently solve the artificial intelligence alignment problem by achieving a symbiotic relationship between humans and machines.

This is because there are many cases where an AI and a biological intelligence could benefit from each other’s actions; the AI receiving data from the human brain and the human brain receiving data from the AI. The benefits of this relationship would greatly outweigh the costs to both humans and AI systems; however, it is also very likely that AI systems and biological intelligences will at some point be in conflict.

Elon Musk has commented on the dangers of AI saying it is the greatest risk we face as a civilization. However, in order to prove that Neuralink can solve this problem, two things will need to become clear: how does Neuralink achieve symbiosis with the human brain? And what are the side effects and potential drawbacks of this symbiosis?

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