Google and other technology giant push new technology: Let artificial intelligence self-evolution

SAN FRANCISCO, November 7, midday news, according to the "New York Times" recently reported that Google and other technology giants are exploring the use of automated methods to solve the shortage of artificial intelligence experts.

Allowing artificial intelligence machines to make other artificial intelligence machines is a researcher's dream, but it may also be a nightmare for computer programmers. In a recent Silicon Valley and China speech, Jeff Dean, one of Google's chief engineers, Highlights the project called AutoML ML is an acronym for machine learning that learns to perform specific tasks by analyzing data.Google AutoML is a machine learning algorithm that learns to develop other machine learning algorithms.

With AutoML, Google may soon be able to find an automated way to develop artificial intelligence that is somewhat out of manual, and many believe it will be the future of the technology industry.

Google is trying to bring the latest and greatest artificial intelligence technology to a wider range of companies and software developers. AutoML is part of that effort.

The tech industry envisions a variety of advanced technologies, including smart phone applications that recognize faces, as well as autonomous driving cars, and the algorithms are the key to driving these AI developments, but it is estimated that only 10,000 people worldwide have research in this category Knowledge, experience and ability required for complex mathematical algorithms.

The world's largest tech companies, including Google, Facebook and Microsoft, have effectively monopolized the scarce talent market by investing millions of dollars in artificial intelligence professionals each year. The problem of talent scarcity can not be solved in the short term because of the skills Need years of experience.

However, the industry has been unable to wait.The business is developing a variety of tools to more easily develop autonomous artificial intelligence software, including voice recognition services and chat robots.

Joseph Sirosh, Microsoft vice president, said: 'We are following the same path of development as other areas of computer science.' He recently released a tool that will help programmers develop deep neural networks. 'We are eliminating A lot of complicated work.

It does not serve others simply, and researchers like Dean believe that if more and more companies focus on artificial intelligence, that will also drive their own research, while companies such as Google, Amazon and Microsoft See also the trend described by Shiros, who are all selling cloud-related services that help other companies and developers build artificial intelligence.

Matt Scott, co-founder and CTO of Chinese startup company Malong, said: 'There is a real need here, and the tools have not met all the needs.'

This is likely to be Google's vision of AutoML, and the company continues to underline the project's progress, with Google CEO Sundar Pichai focusing on Google's automation when the new Android phone was released last month.

Dean said the culmination of Google's project will help third-party companies develop AI systems, even if they lack the expertise to do so, and he estimates there are currently no more than a thousand companies that can develop AI, but many companies have Necessary data

He said: 'We hope that the number of organizations concerned with machine learning will turn from a few thousand into millions.'