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China should go out of a road of its own artificial intelligence
China should go out of a road of its own artificial intelligence
China should go out of a road of its own artificial intelligence
May 25 - 28, held in Guiyang, "2017 China International Big Data Industry Fair" (hereinafter referred to as "the number of Fair"). As of May 23 at 12 noon, the number of participants has reached 51,000 people. Among them, the domestic important guest 573 people, 514 important foreign guests. Foreign guests from the United States, Britain, Israel, Russia, Singapore, Japan, India and other 22 countries. 205 media of 1340 journalists registered participants, including Taiwan, overseas media 35.
As a reporter of the Chinese software network, the whole process of tracking the report. During the meeting, I have seven exhibitions are stroll again, the most impressive is the artificial intelligence has been "a comprehensive invasion." Participate in this session of the number of manufacturers, and artificial intelligence can be divided into three categories: Ali, Tencent, Baidu such a large factory, to the artificial intelligence to enter, the strength of technology, product line, Especially the artificial intelligence manufacturers, such manufacturers generally focus on a sub-areas, such as the HKUST fly voice recognition, some manufacturers of image recognition; the other is to enter the artificial intelligence of large data manufacturers, such Manufacturers of the entry point is generally data analysis, of course, some play the image recognition, such as the sea cloud data lip language recognition. From the field point of view, the emergence of the largest robot and virtual robots, face recognition and image recognition, large data intelligent analysis. In short, the whole exhibition hall turned down, feeling a thick "smart wind" oncoming. Very pleased to see that in such a short period of time, China's artificial intelligence field can achieve such a big step forward.
In the exhibition hall to feel the exhibitors of the technology and products, but at the point of perception, give me a comprehensive touch, or Ma in the "machine intelligence" peak dialogue meeting. To see the excitement of the idol, I am also thinking about the future of China's development of artificial intelligence. Thinking a lot, but there is a very strong, that is, China's artificial intelligence should also be able to get out of a different path with the United States.
What kind of "artificial intelligence" should we develop?
May 26, on the topic of artificial intelligence, there are two summits, one is "artificial intelligence", one is "machine intelligence", I have been more inclined to the latter. At the meeting Ma put a point of view, that is, China's artificial intelligence can be different with the United States, I very much agree. Machine system is not the same as people, should be done to complete the things people can not complete, rather than blindly imitate human beings. People develop a technology that has a usual trick, that is, "bionic". In animals, the highest level of intelligence, so of course is the simulation of human thinking. But it should be seen that mankind is not perfect, there are many defects, the level of intelligence is not how high. Such as people's memory is limited, thinking and computing speed is not high. In contrast, intelligent systems have many unique advantages, such as large storage capacity and almost wireless expansion; the calculation speed is fast and the promotion speed is fast, do not like human beings as experienced a long evolutionary cycle; the most important thing is that intelligence The system has a natural "online" attribute, can be very convenient with the Internet connection, and then quickly set up a huge information system. Intelligence can be divided into human intelligence and machine intelligence, not just a human form of intelligence, their differences are great. In the choice of the development of intelligent system path, according to the characteristics of the machine to develop machine intelligence, is undoubtedly a better choice.
At present, the US route is basically in accordance with the simulation of human intelligence to go this way, hope that the machine can get closer to people. I think the United States is a bit off, and this is also an important factor in limiting the business applications of intelligent systems. Further, let the intelligent system to play its strengths to serve the human, rather than simulating people's thinking, then the intelligent system with the risk of human self-meaning will be greatly reduced. In the face of a strong but no sense of awakening intelligent system, human beings are relatively safe.
I have always thought that cloud computing, big data, artificial intelligence is trinity. Artificial intelligence has three elements, namely, computing power, data and algorithms, cloud computing to provide computing power, large data for the artificial intelligence to provide the required data, coupled with the algorithm and build data model, you can artificial intelligence in all areas of society Woke up. Therefore, cloud computing and large data are only bedding, artificial intelligence is the real history of the protagonist.
So many areas of science and technology, why just artificial intelligence so important?
Unlike other technologies that are confined to a particular area, artificial intelligence is a global key technology and is the only technology that has a "once and for all" feature. Whenever the crowded crowds go to work in the crowded crowd, is it really necessary to work so hard to work so hard? So many people are struggling hard every day, only to maintain the normal operation of the city and that little bit of society Progress, is it really necessary? If there is a smart system for us to live all the good ah. So that people can listen to music, painting, travel, do their favorite things, with a lot of time to "please yourself." Artificial intelligence is the only way to achieve this ideal, but also the only tool for mankind to liberate it from complex and low-value jobs, so that people can engage in real creative work and live the life they want. An example is Taobao customer service, hundreds of millions of buyers on Taobao to accept the service, if it is artificial customer service, then with Ma's words is "dead", with intelligent systems to replace the artificial customer service, the liberation of others to carry out other work Is a matter of great significance.
General technical breakthroughs, are only to help people in a certain capacity to enhance the national structure and social governance has little effect. In contrast, artificial intelligence will reshape the state structure and social governance, fundamentally redefine people and organizations. Our society's legal, cultural, moral values will be fundamentally different, the way the government will also be a huge change. The future social structure will look like, we can not accurately estimate, only the development of artificial intelligence to a certain extent, and in all areas of society after the depth of application, we may know what the future society should be, what should be made The change. Therefore, even in the field of sociology, the development of artificial intelligence, will also be a more urgent issue than to promote social democratization.
For a country, 50 years after the artificial intelligence must be the world. Artificial intelligence is not just a technology, but an enabling tool that will greatly enhance the efficiency of a country's operation. Once the country has an absolute advantage in the field of artificial intelligence, then this advantage is likely to be permanent. Not a few decades, not even hundreds of years, almost forever. Think of AlphaGo, artificial intelligence system once in the go to win the human race, then forever beyond the human, and this gap will only grow more and more, and will not shrink. For a country is also, due to the rapid improvement of intelligent systems, self-accelerating characteristics, the gap between countries in the field of artificial intelligence will be widening. So, in the artificial intelligence competition, China can only win can not lose. Win we will always win, lost is also likely to lose forever, no longer have the opportunity to rise.
In the field of artificial intelligence, China has conditions to achieve the corner overtaking, not just blindly imitate.
The field of domestic artificial intelligence, whether from the development of ideas or technology, or follow the United States. Old saying goes: "princes will be rather kind of". Use a field of development is also the case, not the United States in the field of artificial intelligence temporarily lead, we should follow suit. Ideological dwarf, action is also difficult to become a giant. China should build a greater ambition in the field of artificial intelligence with the United States, and then take swift and powerful action. Moreover, in the field of artificial intelligence, the gap between China and the United States is relatively small, the domestic has basically formed three orderly development echelon: BAT as the representative of the first echelon, science and technology such as the second tier, Some focus on more sub-sectors of the start-up companies. If history gives us a chance to overtake in the advanced technology field, it is now.
Specifically, China should vigorously develop artificial intelligence, there are several aspects of the advantages:
First, due to the development of cloud computing, greatly enhance the computing power of the entire Chinese society, as well as the availability of small and medium enterprises for computing power. One of the prerequisites for artificial intelligence is the huge computational power.
Second, the development of China's large data industry, in the accumulation of data have certain advantages. China's Internet, especially the rapid development of mobile Internet, greatly promoted the social "online" process, the accumulation of a large number of various types of data, these data is the most important material to train intelligent systems. With the development of large data industry, data storage, analysis and presentation have made great progress, which is ready for the outbreak of artificial intelligence conditions.
Third, China's industry is relatively complete, providing a huge test site for artificial intelligence. Artificial intelligence is ultimately to be used, and industry is a very important area. China's relatively perfect industrial system, can be used as a vast field of artificial intelligence technology field.
Fourth, the market demand, driving the development of artificial intelligence. China's largest population, the Internet and mobile Internet users are the most, which formed a huge market, driven by artificial intelligence technology and industry by leaps and bounds.
Fifth, the government and enterprises to actively promote the people's enthusiasm. Although the concept of artificial intelligence is a bit overheated, but to the national leaders down to the people, the people of the field of artificial intelligence is highly concerned about, will be to promote its development of a strong driving force. The enthusiasm of the Chinese for new technologies can be seen from the crowds of people in this field. In the field of science, we are to enter the natural, so the passion of the whole people will not cause the cultural revolution as the tragedy, action will be harvested, but the harvest size is different.
Although there are many places in China are lagging behind the United States, especially in technology there is still a considerable gap, but already have the qualifications and the United States competition, we should take this history to give us the most important opportunity.
How do we go overtaking in the field of artificial intelligence, we need national will and a set of action programs.
To do any one thing is bound to face a lot of difficulties, the key to the problem is to do things in the end how much significance, worthy of us to pay a great effort or even sacrifice. If one thing is so important that we can not lose, then the key to success is our determination and will.
For the development of artificial intelligence, is definitely a worthwhile to use the national will to ensure the success of things. One of the great advantages of socialism is to concentrate on doing great things, which in the aerospace engineering, the Three Gorges hydropower, high-speed rail areas have a very good expression. Compared to these projects, artificial intelligence is more meaningful, should set up a special body, coalition government, business and personal strength, to promote the progress of this matter.
In this way, I will open my mind for a while, the design of a set of development of artificial intelligence action program: the government came forward to set up a joint action of artificial intelligence agencies, the government is only as a guide and coordination role, the main members of the relevant enterprises and units, Including important artificial intelligence enterprises, need to use artificial intelligence technology for industrial upgrading of enterprises, artificial intelligence research institutions and schools. These organizations through a certain degree of capital investment, the government can share 10%, artificial intelligence enterprises accounted for 50% share, the need for artificial intelligence technology companies accounted for 20%, 20% of scientific research institutions, through the joint capital to form the benefits Community, share the fruits of artificial intelligence development. The purpose of the establishment of the Commonwealth has two, in addition to balance the interests of all parties, more important through the interests of bundled way to promote data and technology sharing. In the three elements of artificial intelligence, data and algorithms represented by algorithms play an important role. First of all, the algorithm should be shared out, to avoid business and institutions because of their own war and hinder the exchange, do a lot of repetitive research and development work, which is a great waste of talent and resources. Shared algorithm can be through the technology shares of the way, in the Union to get the appropriate return, as an incentive for innovation. Data should be shared, if the formation of a data island, will greatly hinder the development of intelligent systems.
With the protection of the organization, the following thing is to solve the problem of money. Can be set up a joint fund, by the members of the Union according to its shares to contribute, specifically the government's industrial funds, corporate shares or cash, institutional funding, personal investment and so on. Japan's Softbank Sun Zhengyi, with their own power can set up nearly 100 billion US dollars of investment funds, a country should also be able to.
We will temporarily for this artificial intelligence fund amount set to one trillion yuan, the next question is how to spend this one trillion? There are several aspects:
First, talent training. At present, an important factor restricting the development of artificial intelligence is the lack of talent, especially the lack of high-end talent. To solve the problem of talent, you can start from three aspects, the school's personnel training, enterprise personnel training, digging from the world, which require the appropriate organization and resources protection, money is an important resource.
Second, the establishment of artificial intelligence "lunar landing plan". Can follow the example of the Americans on the moon, start the field of artificial intelligence, "lunar landing plan", into the system of artificial intelligence in several important areas of technology and key areas to focus on research. Through the national will, even if not completely solve the problem, it will certainly promote the development of artificial intelligence process. Such as the development of artificial intelligence chip, high-end algorithms.
Third, the world acquisition of artificial intelligence technology enterprises. Can be Ali, Tencent, Baidu such enterprises come forward in the global identification and acquisition of key technologies and applications of enterprises, especially in Israel, the United States, Germany, the United Kingdom of artificial intelligence innovation enterprises.
Fourth, the field of artificial intelligence innovation business incubation and support. Through the way of incubation business, to support innovative small and medium-sized artificial intelligence enterprises, activate the atmosphere of innovation in China, in the field of artificial intelligence formation echelon.
Fifth, the artificial intelligence industry promotion fund. The popularity of new technologies is a certain cost, the risk can not be ignored. If there is no strong protection, many companies can not rush to use artificial intelligence technology. The establishment of industrial funds, can reduce the promotion of artificial intelligence technology hindered, part of the trial cost of covering enterprises, so that artificial intelligence technology as soon as possible in the industry to use. Only the depth of the industry application, to find the problem, and thus promote the development of artificial intelligence industry.
Sixth, the artificial intelligence caused by the unemployment problem. Large area of artificial intelligence promotion will inevitably bring a lot of unemployment, the placement of unemployed people, training will have a certain cost of expenditure. The establishment of a dedicated unemployment fund can mitigate the social shock of artificial intelligence technology.
Seventh, the government agencies to transform the fund. On the one hand, the widespread use of artificial intelligence technology is bound to change the social governance environment, which requires government management and even organizational structure to make a corresponding change, which also requires specialized financial protection.
With the development of the point of view of artificial intelligence and the problems it brings.
Artificial intelligence is not a panacea, can not solve all the problems, it will produce some new problems. In the near term, it is the unemployment problem; in the long run, artificial intelligence will pose a challenge to human security. for
May 25 - 28, held in Guiyang, "2017 China International Big Data Industry Fair" (hereinafter referred to as "the number of Fair"). As of May 23 at 12 noon, the number of participants has reached 51,000 people. Among them, the domestic important guest 573 people, 514 important foreign guests. Foreign guests from the United States, Britain, Israel, Russia, Singapore, Japan, India and other 22 countries. 205 media of 1340 journalists registered participants, including Taiwan, overseas media 35.
As a reporter of the Chinese software network, the whole process of tracking the report. During the meeting, I have seven exhibitions are stroll again, the most impressive is the artificial intelligence has been "a comprehensive invasion." Participate in this session of the number of manufacturers, and artificial intelligence can be divided into three categories: Ali, Tencent, Baidu such a large factory, to the artificial intelligence to enter, the strength of technology, product line, Especially the artificial intelligence manufacturers, such manufacturers generally focus on a sub-areas, such as the HKUST fly voice recognition, some manufacturers of image recognition; the other is to enter the artificial intelligence of large data manufacturers, such Manufacturers of the entry point is generally data analysis, of course, some play the image recognition, such as the sea cloud data lip language recognition. From the field point of view, the emergence of the largest robot and virtual robots, face recognition and image recognition, large data intelligent analysis. In short, the whole exhibition hall turned down, feeling a thick "smart wind" oncoming. Very pleased to see that in such a short period of time, China's artificial intelligence field can achieve such a big step forward.
In the exhibition hall to feel the exhibitors of the technology and products, but at the point of perception, give me a comprehensive touch, or Ma in the "machine intelligence" peak dialogue meeting. To see the excitement of the idol, I am also thinking about the future of China's development of artificial intelligence. Thinking a lot, but there is a very strong, that is, China's artificial intelligence should also be able to get out of a different path with the United States.
What kind of "artificial intelligence" should we develop?
May 26, on the topic of artificial intelligence, there are two summits, one is "artificial intelligence", one is "machine intelligence", I have been more inclined to the latter. At the meeting Ma put a point of view, that is, China's artificial intelligence can be different with the United States, I very much agree. Machine system is not the same as people, should be done to complete the things people can not complete, rather than blindly imitate human beings. People develop a technology that has a usual trick, that is, "bionic". In animals, the highest level of intelligence, so of course is the simulation of human thinking. But it should be seen that mankind is not perfect, there are many defects, the level of intelligence is not how high. Such as people's memory is limited, thinking and computing speed is not high. In contrast, intelligent systems have many unique advantages, such as large storage capacity and almost wireless expansion; the calculation speed is fast and the promotion speed is fast, do not like human beings as experienced a long evolutionary cycle; the most important thing is that intelligence The system has a natural "online" attribute, can be very convenient with the Internet connection, and then quickly set up a huge information system. Intelligence can be divided into human intelligence and machine intelligence, not just a human form of intelligence, their differences are great. In the choice of the development of intelligent system path, according to the characteristics of the machine to develop machine intelligence, is undoubtedly a better choice.
At present, the US route is basically in accordance with the simulation of human intelligence to go this way, hope that the machine can get closer to people. I think the United States is a bit off, and this is also an important factor in limiting the business applications of intelligent systems. Further, let the intelligent system to play its strengths to serve the human, rather than simulating people's thinking, then the intelligent system with the risk of human self-meaning will be greatly reduced. In the face of a strong but no sense of awakening intelligent system, human beings are relatively safe.
I have always thought that cloud computing, big data, artificial intelligence is trinity. Artificial intelligence has three elements, namely, computing power, data and algorithms, cloud computing to provide computing power, large data for the artificial intelligence to provide the required data, coupled with the algorithm and build data model, you can artificial intelligence in all areas of society Woke up. Therefore, cloud computing and large data are only bedding, artificial intelligence is the real history of the protagonist.
So many areas of science and technology, why just artificial intelligence so important?
Unlike other technologies that are confined to a particular area, artificial intelligence is a global key technology and is the only technology that has a "once and for all" feature. Whenever the crowded crowds go to work in the crowded crowd, is it really necessary to work so hard to work so hard? So many people are struggling hard every day, only to maintain the normal operation of the city and that little bit of society Progress, is it really necessary? If there is a smart system for us to live all the good ah. So that people can listen to music, painting, travel, do their favorite things, with a lot of time to "please yourself." Artificial intelligence is the only way to achieve this ideal, but also the only tool for mankind to liberate it from complex and low-value jobs, so that people can engage in real creative work and live the life they want. An example is Taobao customer service, hundreds of millions of buyers on Taobao to accept the service, if it is artificial customer service, then with Ma's words is "dead", with intelligent systems to replace the artificial customer service, the liberation of others to carry out other work Is a matter of great significance.
General technical breakthroughs, are only to help people in a certain capacity to enhance the national structure and social governance has little effect. In contrast, artificial intelligence will reshape the state structure and social governance, fundamentally redefine people and organizations. Our society's legal, cultural, moral values will be fundamentally different, the way the government will also be a huge change. The future social structure will look like, we can not accurately estimate, only the development of artificial intelligence to a certain extent, and in all areas of society after the depth of application, we may know what the future society should be, what should be made The change. Therefore, even in the field of sociology, the development of artificial intelligence, will also be a more urgent issue than to promote social democratization.
For a country, 50 years after the artificial intelligence must be the world. Artificial intelligence is not just a technology, but an enabling tool that will greatly enhance the efficiency of a country's operation. Once the country has an absolute advantage in the field of artificial intelligence, then this advantage is likely to be permanent. Not a few decades, not even hundreds of years, almost forever. Think of AlphaGo, artificial intelligence system once in the go to win the human race, then forever beyond the human, and this gap will only grow more and more, and will not shrink. For a country is also, due to the rapid improvement of intelligent systems, self-accelerating characteristics, the gap between countries in the field of artificial intelligence will be widening. So, in the artificial intelligence competition, China can only win can not lose. Win we will always win, lost is also likely to lose forever, no longer have the opportunity to rise.
In the field of artificial intelligence, China has conditions to achieve the corner overtaking, not just blindly imitate.
The field of domestic artificial intelligence, whether from the development of ideas or technology, or follow the United States. Old saying goes: "princes will be rather kind of". Use a field of development is also the case, not the United States in the field of artificial intelligence temporarily lead, we should follow suit. Ideological dwarf, action is also difficult to become a giant. China should build a greater ambition in the field of artificial intelligence with the United States, and then take swift and powerful action. Moreover, in the field of artificial intelligence, the gap between China and the United States is relatively small, the domestic has basically formed three orderly development echelon: BAT as the representative of the first echelon, science and technology such as the second tier, Some focus on more sub-sectors of the start-up companies. If history gives us a chance to overtake in the advanced technology field, it is now.
Specifically, China should vigorously develop artificial intelligence, there are several aspects of the advantages:
First, due to the development of cloud computing, greatly enhance the computing power of the entire Chinese society, as well as the availability of small and medium enterprises for computing power. One of the prerequisites for artificial intelligence is the huge computational power.
Second, the development of China's large data industry, in the accumulation of data have certain advantages. China's Internet, especially the rapid development of mobile Internet, greatly promoted the social "online" process, the accumulation of a large number of various types of data, these data is the most important material to train intelligent systems. With the development of large data industry, data storage, analysis and presentation have made great progress, which is ready for the outbreak of artificial intelligence conditions.
Third, China's industry is relatively complete, providing a huge test site for artificial intelligence. Artificial intelligence is ultimately to be used, and industry is a very important area. China's relatively perfect industrial system, can be used as a vast field of artificial intelligence technology field.
Fourth, the market demand, driving the development of artificial intelligence. China's largest population, the Internet and mobile Internet users are the most, which formed a huge market, driven by artificial intelligence technology and industry by leaps and bounds.
Fifth, the government and enterprises to actively promote the people's enthusiasm. Although the concept of artificial intelligence is a bit overheated, but to the national leaders down to the people, the people of the field of artificial intelligence is highly concerned about, will be to promote its development of a strong driving force. The enthusiasm of the Chinese for new technologies can be seen from the crowds of people in this field. In the field of science, we are to enter the natural, so the passion of the whole people will not cause the cultural revolution as the tragedy, action will be harvested, but the harvest size is different.
Although there are many places in China are lagging behind the United States, especially in technology there is still a considerable gap, but already have the qualifications and the United States competition, we should take this history to give us the most important opportunity.
How do we go overtaking in the field of artificial intelligence, we need national will and a set of action programs.
To do any one thing is bound to face a lot of difficulties, the key to the problem is to do things in the end how much significance, worthy of us to pay a great effort or even sacrifice. If one thing is so important that we can not lose, then the key to success is our determination and will.
For the development of artificial intelligence, is definitely a worthwhile to use the national will to ensure the success of things. One of the great advantages of socialism is to concentrate on doing great things, which in the aerospace engineering, the Three Gorges hydropower, high-speed rail areas have a very good expression. Compared to these projects, artificial intelligence is more meaningful, should set up a special body, coalition government, business and personal strength, to promote the progress of this matter.
In this way, I will open my mind for a while, the design of a set of development of artificial intelligence action program: the government came forward to set up a joint action of artificial intelligence agencies, the government is only as a guide and coordination role, the main members of the relevant enterprises and units, Including important artificial intelligence enterprises, need to use artificial intelligence technology for industrial upgrading of enterprises, artificial intelligence research institutions and schools. These organizations through a certain degree of capital investment, the government can share 10%, artificial intelligence enterprises accounted for 50% share, the need for artificial intelligence technology companies accounted for 20%, 20% of scientific research institutions, through the joint capital to form the benefits Community, share the fruits of artificial intelligence development. The purpose of the establishment of the Commonwealth has two, in addition to balance the interests of all parties, more important through the interests of bundled way to promote data and technology sharing. In the three elements of artificial intelligence, data and algorithms represented by algorithms play an important role. First of all, the algorithm should be shared out, to avoid business and institutions because of their own war and hinder the exchange, do a lot of repetitive research and development work, which is a great waste of talent and resources. Shared algorithm can be through the technology shares of the way, in the Union to get the appropriate return, as an incentive for innovation. Data should be shared, if the formation of a data island, will greatly hinder the development of intelligent systems.
With the protection of the organization, the following thing is to solve the problem of money. Can be set up a joint fund, by the members of the Union according to its shares to contribute, specifically the government's industrial funds, corporate shares or cash, institutional funding, personal investment and so on. Japan's Softbank Sun Zhengyi, with their own power can set up nearly 100 billion US dollars of investment funds, a country should also be able to.
We will temporarily for this artificial intelligence fund amount set to one trillion yuan, the next question is how to spend this one trillion? There are several aspects:
First, talent training. At present, an important factor restricting the development of artificial intelligence is the lack of talent, especially the lack of high-end talent. To solve the problem of talent, you can start from three aspects, the school's personnel training, enterprise personnel training, digging from the world, which require the appropriate organization and resources protection, money is an important resource.
Second, the establishment of artificial intelligence "lunar landing plan". Can follow the example of the Americans on the moon, start the field of artificial intelligence, "lunar landing plan", into the system of artificial intelligence in several important areas of technology and key areas to focus on research. Through the national will, even if not completely solve the problem, it will certainly promote the development of artificial intelligence process. Such as the development of artificial intelligence chip, high-end algorithms.
Third, the world acquisition of artificial intelligence technology enterprises. Can be Ali, Tencent, Baidu such enterprises come forward in the global identification and acquisition of key technologies and applications of enterprises, especially in Israel, the United States, Germany, the United Kingdom of artificial intelligence innovation enterprises.
Fourth, the field of artificial intelligence innovation business incubation and support. Through the way of incubation business, to support innovative small and medium-sized artificial intelligence enterprises, activate the atmosphere of innovation in China, in the field of artificial intelligence formation echelon.
Fifth, the artificial intelligence industry promotion fund. The popularity of new technologies is a certain cost, the risk can not be ignored. If there is no strong protection, many companies can not rush to use artificial intelligence technology. The establishment of industrial funds, can reduce the promotion of artificial intelligence technology hindered, part of the trial cost of covering enterprises, so that artificial intelligence technology as soon as possible in the industry to use. Only the depth of the industry application, to find the problem, and thus promote the development of artificial intelligence industry.
Sixth, the artificial intelligence caused by the unemployment problem. Large area of artificial intelligence promotion will inevitably bring a lot of unemployment, the placement of unemployed people, training will have a certain cost of expenditure. The establishment of a dedicated unemployment fund can mitigate the social shock of artificial intelligence technology.
Seventh, the government agencies to transform the fund. On the one hand, the widespread use of artificial intelligence technology is bound to change the social governance environment, which requires government management and even organizational structure to make a corresponding change, which also requires specialized financial protection.
With the development of the point of view of artificial intelligence and the problems it brings.
Artificial intelligence is not a panacea, can not solve all the problems, it will produce some new problems. In the near term, it is the unemployment problem; in the long run, artificial intelligence will pose a challenge to human security. for