Vicarious is the most mysterious artificial intelligence company in Silicon Valley. This company, which focused on general artificial intelligence since 2010, attracted Facebook CEO Zuckerberg, Tesla CEO Musk, Peter Thiel and Amazon. CEO Jeff Bezos' private investment.

Other investors include Yahoo's founder Yang Zhiyuan, Facebook co-founder Dustin Moskovitz, and prominent investor Ashton Kutcher, as well as Silicon Valley's famous VC Formation 8 and ABB, the world's leading industrial robot company, and they have raised US$72 million so far. .

马斯克都投资的硅谷最神秘人工智能公司在干什么

What kind of company is it possible for both Musk and Zuckerberg to invest in it?

Vicarious's goal is to "build the next generation of artificial intelligence algorithms." It also claims to build “thinking software like humans” and implement “human brain-level vision, language, and automatic control systems”. It is committed to researching general artificial intelligence. At present, their research focuses on the realization of artificial visual recognition systems.

马斯克都投资的硅谷最神秘人工智能公司在干什么

Vicarious's research differs from the current mainstream deep-learning technology system that emphasizes the importance of data and places great emphasis on the importance of the model. They use some of the achievements and inspirations of neuroscience to construct a more general machine learning model (such as based on the Probabilistic Graphical Model) and expect to achieve near-human recognition through small, high-quality training data.

Vicarious's research began in 2010. In 2013, it was announced that the CAPTCHA test has attracted widespread attention. However, it is very mysterious. Before 2016, no papers or research procedures were disclosed. The academic circle is also controversial.

At this year's NIPS conference, Vicarious first published a paper and took this opportunity to visit Vicarious in Silicon Valley and spoke exclusively to its co-founder, Scott Phoenix, to decrypt this mysterious artificial intelligence company.

马斯克都投资的硅谷最神秘人工智能公司在干什么

First answer some questions that people are concerned about:

Serious: How did Vicarious attract investment from Bezos, Zuckerberg, Musk, and Peter Till?

Scott Phoenix: Bezos, Musk, Peter Till, and Zuckerberg are very clever and farsighted people themselves. They have already seen the possible future of artificial intelligence before people begin to think about artificial intelligence. When we founded Vicarious in 2010, it seems that everyone else is talking about Groupon and other group buying websites. Peter Tiel and Dustin Moskovitz (Facebook co-founder) were among the first to be interested in the revolutionary prospects of artificial intelligence. At the time, only two companies were serious about doing artificial intelligence systems: Vicarious and DeepMind. Peter and Dustin invested in our first round.

马斯克都投资的硅谷最神秘人工智能公司在干什么

We worked quietly for a while, then we cracked the code verification test and we were introduced to Zuckerberg, Musk, and Bezos. For different reasons, they are very interested in understanding what we are doing. For Musk, the main reason he invested was to care about the safety of artificial intelligence and the risks involved. For Zuckerberg and Bezos, they are more supportive of the development of artificial intelligence, a technology that may have a positive transformational effect on society.

马斯克都投资的硅谷最神秘人工智能公司在干什么

(Vicarious co-founder Scott Phoenix)

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