Facebook artificial intelligence takeoff wings: research and application of two laboratories

Facebook is known for its various slogans in its corporate culture, often appearing on the company's office signboard or by CEO Mark Zuckerberg and other executives: "The code is better than Eloquence, "" quick action, breaking rules, "or" more important than perfect. "

The company's New York office wall signage is a perfect summary of Facebook's philosophy in artificial intelligence and machine learning led by Yann LeCun: "Stay Open." Artificial Intelligence has become a key part of Facebook's rapid expansion. These techniques have been used to identify the faces of your friends in photos and help you intelligently recommend news feeds. Last week, Facebook introduced DeepText, an artificial intelligence engine for reading text that takes advantage of "human-to-human accuracy" to understand the content of thousands of emails in more than twenty languages ​​in as little as a second. After that, the texts will be automatically translated into dozens of different languages. Facebook is working to recognize your voice and identify people in the video so you can quickly move on to the snippets of your friends.

Facebook hopes to dominate AI and machine learning as it leads social networking and instant messaging. The company has hired more than 150 people in the field of artificial intelligence and announced that it will triple its investment in this area - though they do not say exactly what the investment amount is.

If the computing era of the past was the mobile era, the next era would be the Artificial Intelligence era, said Jen-Hsun Huang, chief executive of NVIDIA. "Artificial intelligence is the most significant advance in the field of computer science in the last two decades, and Facebook and others have had to compete in this competition to ensure their core competence in AI."

However, Facebook officially entered the field of artificial intelligence less than three years, it now needs more than just money, because artificial intelligence is now one of the most popular areas of technology. "They are latecomers," said Pedro Domingos, author of The Master Algorithm, a professor of computer science at the University of Washington. "Companies such as Google and Microsoft are already far ahead, and they developed their own artificial intelligence software long before Zuckerberg announced the development of a smart housekeeper program."

Microsoft has been working on machine learning since 1991 and has employed hundreds of scientists and engineers in dozens of branches of artificial intelligence; Google Assitant, the core of Google's deep learning outcomes, is becoming part of Google's majority of applications and services The front of the brain. Chinese search giant Baidu hired Google's deep learning project leader Ng Nuda in 2014. OpenAI, the nonprofit, received a billion dollars in investment from Elon Musk, the founder of Tesla, and other tech giants. Amazon CEO Jeff Bezos revealed in a Code conference speech that his company has been working behind the scenes in artificial intelligence for four years and has invested thousands of people into their speech-recognition ecosystem. Both Apple and Uber have also invested heavily in artificial intelligence to participate in the competition to attract the talents of artificial intelligence.

All of Facebook's changes have taken place after the advent of artificial intelligence, some of them from LeCun, and prior to joining LeCun as one of the most accomplished scientists in the field. Since then Facebook has never had a formal artificial intelligence research lab rapidly growing to have two mature labs. Facebook's Artificial Intelligence Project (FAIR), led by LeCun, focuses on basic science and long-term research. Next came the application of Machine Learning (AML), led by Hispanic Joaquin Candela, a veteran machine learning specialist who also created a top-level course at the University of Cambridge. His team's current research direction is the application of artificial intelligence to existing Facebook products.

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