The artificial intelligence industry interprets this sentence "What is the most expensive 21? Talent!" - This classic line that Ge You said in "The World Without Thieves" has deeply touched the hearts of CEOs of artificial intelligence companies. Miss C has been serving in a headhunting company in Shanghai for two years. She is not a technically born woman. After the Spring Festival of 2017, she became a "hunter" of artificial intelligence related talents. "Because the market demand for this line is super large, no matter Start-up companies are still big companies, and the demand for technical jobs has reached a point of hunger and thirst." An algorithm engineer with more than 3 years of work experience earns between 300,000 and 800,000 yuan. The entrepreneurial company will have a higher annual salary for the same type of job because of its lack of competitiveness. She has an algorithm engineer's price list, regardless of options, equity incentives, etc. The annual salary of a BAT company's senior algorithm experts is between 300,000 yuan and 500,000 yuan. A startup company from Shenzhen has not yet raised funds. The annual salary of the post reached 650,000 yuan, and the highest annual salary provided by a well-known shared bicycle company reached 800,000 yuan. There are not many universities with direct artificial intelligence. Many of them are new majors such as computer, communication engineering or mathematics. Other types of technicians need to be transformed, and it will take at least a few years to be truly usable. Miss C is very touched by the lack of talent. Many Python web engineers have chosen to switch from doing website to artificial intelligence companies just because they can get a higher salary. The competition in the field of artificial intelligence has been mentioned at the height of the national strategy, is it not a surprise? Not unexpected? In order to achieve this goal, the Party Central Committee and the State Council officially read the following: From now on, from primary education, secondary subjects, to universities and colleges, we will gradually add artificial intelligence courses to build a national talent echelon. Recently, the State Council issued the "New Generation Artificial Intelligence Development Plan" (hereinafter referred to as "Planning"), clearly requiring that the school start this fall, set up artificial intelligence related courses in primary and secondary schools, and gradually promote programming education. In the context of the shortage of artificial intelligence talents and the relatively leading wage income, this also released a signal for the future training of talent education. Primary and secondary schools will offer artificial intelligence courses to promote programming education "Planning" clearly points out that artificial intelligence has become a new focus of international competition. It is necessary to gradually develop a national intelligence education program, set up artificial intelligence related courses in primary and secondary schools, and gradually promote programming education. In addition, the Plan also encourages social forces to participate in the development and promotion of programming teaching software and development, support the development of artificial intelligence competitions, and encourage the creation of various forms of artificial intelligence science. And the requirement is "education and fun". After all, complicated programming language or artificial intelligence knowledge can not easily attract the interest of primary and middle school students. In accordance with the requirements of the 2017 Compulsory Education Elementary Science Curriculum Standards, in order to further strengthen primary school science education, the beginning of the 2017 primary school science curriculum will be adjusted to the first grade. In principle, according to the first and second grades of primary school, no less than one class per week is arranged, and the number of classes in the third to sixth grades remains unchanged. Older young people are shivering: the king’s glory can’t be played, and the knowledge of artificial intelligence is not as good as that of primary school students... In fact, artificial intelligence is a fairly complex and comprehensive subject. It is not easy for many college students. The artificial intelligence expertise such as deep learning can only be deeply contacted by the master's and doctoral stages. How can we mobilize the children? The interest in artificial intelligence is the biggest difficulty. “Those who have more than five years of relevant work experience simply don’t dare to put their resume on the Internet. The technology of more than three years of work experience will become a scarce resource for the major headhunting companies.†Miss C made it for half a year. A lot of job-hopping, but far from reaching her and the company's expectations. Liang Zhien, chairman and chief technology officer of Yunzhisheng, has experienced the mobile Internet era where Android and iOS developers are skyrocketing. “A person who doesn’t understand a code can easily get a monthly salary of more than five digits after three months of training in a crash course. But the opposite is that there are no particularly good apps being made, we use it. The app is still made by big companies." Yunzhisheng is a company that is longer than intelligent speech recognition technology, and its products will be mainly used in smart home, smart car and smart medical fields. The researchers of Yunzhisheng Artificial Intelligence Research Institute all have master's degree or above, of which doctors account for more than 45%. Gathering these top talents means high labor costs. “Cloud knows more than 70% of the company's operating costs in terms of labor costs.†This is not the case with artificial intelligence. It has been the concept of "artificial intelligence" 60 years ago. After three ups and downs, the related technology has really improved in recent years and entered the stage of "weak artificial intelligence". On July 11, Shangtang Technology announced the completion of the US$410 million Series C financing, setting a record for the global round of single-round financing in the field of artificial intelligence. Shang Tang Technology specializes in computer vision and deep learning. Autopilot technology company argo ai also received $1 billion from auto giant Ford in February. In 2017, 40% of the financing in the field of artificial intelligence was taken over by the two companies. The $3.6 billion in financing completed by artificial intelligence-related startups is simply not worth mentioning in the face of huge investments from giant companies. A research report released by McKinsey recently, "Artificial Intelligence, The Next Digital Frontier" shows that in 2016, technology giants including Baidu and Google invested between $20 billion and $30 billion in artificial intelligence. 90% of the investment is in technology research and development, and 10% of the investment is applied to acquisitions, of which robotics and speech recognition are the two most popular areas. At this year's Baidu Developer Conference, Baidu announced the acquisition of KITT.AI, a provider of voice wake-up words; Google acquired Boston Dynamics, which developed robots for the US Department of Defense. So why don't big companies spend their money on recruiting talent? At the Tianjin World Intelligence Conference at the end of June, Ma Yun, who came back from Europe, publicly called on the Chinese Academy of Sciences, the Chinese Academy of Engineering and other national scientific research institutions to consider granting technical talents to the academician title, thereby enhancing the attractiveness of enterprises to talents. Money is not the only way to solve the problem. The influx of capital, investment and merger growth, the amount of financing has risen steadily, but the lack of talent has become the shackles of artificial intelligence, and the public opinion has become a optimistic view of the "artificial intelligence bubble." At the four-year event of Lagou.com, Ma Delong, CEO of Lagou.com, talked about the demand for talents in the field of artificial intelligence. "In the past six months or more, the fastest growth in demand is in the field of artificial intelligence, compared to 2016, 2017. The annual recruitment demand for artificial intelligence has increased by 2.4 times." LinkedIn China has carried out statistics on a global scale. The latest release of the Global AI Talents Report (hereinafter referred to as the “Reportâ€) shows that the demand for talents in the field of artificial intelligence is growing rapidly, and the research talent at the basic level has become the biggest talent demand point. The basic layers of artificial intelligence include deep learning, machine learning, algorithms, neural networks, graphics processors, cloud computing, and artificial intelligence chips. 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USB3.0 is a USB specification, which was initiated by Intel and other companies. The maximum transmission bandwidth of USB3.0 is as high as 5.0gbps (500MB / s).
While maintaining compatibility with USB2.0, USB3.0 also provides enhancements: significantly increased bandwidth (up to 5Gbps full duplex); better power management;
more power; faster device identification; and higher data processing efficiency.
The reason why USB 3.0 has the performance of "speeding" is entirely due to the improvement of technology.
Compared with USB 2.0 interface, USB 3.0 adds more physical buses in parallel mode.
You can pick up a USB Cable and look at the interface.
On the basis of the original 4-wire structure (power supply, ground wire, 2 pieces of data), USB 3.0 adds 4 lines for receiving and transmitting signals.
So there are eight lines in the cable and on the interface.
It is the additional 4 (2 pairs) of lines that provide the bandwidth required for "superspeed USB" to achieve "over speed".
Obviously, two (1 pair) lines on USB 2.0 are not enough.
In addition, in the signal transmission method, the host control mode is still used, but the asynchronous transmission is changed.
USB 3.0 makes use of two-way data transmission mode instead of half duplex mode in USB 2.0 era. In short, data only needs to flow in one direction, which simplifies the time consumption caused by waiting.
In fact, USB 3.0 does not take any rarely heard of advanced technology, but theoretically increases the bandwidth by 10 times. As a result, it is more friendly and friendly. Once superspeed USB products come out, more people can easily accept and make better customized products.