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Beyond the Cyberpunk of Negative Utopia

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It is exactly 15 years since the movie’s first release in 1999 – a year of a symbolic digit, omni-pregnant in all possibly meanings… In a retrospective, it is worth of a mini conquest over the fields of Alternative Futures…of all our tomorrows that (knocked on our doors but, so far) did not come in yet… The MATRIX – Our Posthuman (Future) Existence – we are here to answer your call: 

It’s a cool music, good-looking and hallucinatory characters, ultra-speed violence of the anti-gravity martial arts, quasi religious story of Homeric gods, Buddhist goddesses or Judeao-Christian-Islamic God, all of that combined with a lot of Hi-Tech …                                                                                                                              
The Matrix (offered and still) offers more than this. It belongs in a special class of films including The Wizard of Oz, Blade Runner, 1984, Logan’s Run, Total Recall, Crimes and Misdemeanors, A Clockwork Orange, The Unbearable Lightness of Being, Brazil-Brazil, The Truman Show, Thirteen Floor, Minority Report, and above all Aldous Huxley’s Brave New World. All of these films are intentionally philosophical. Each shows how richly philosophical and existential themes can be developed through cinema. Perhaps the best of these films is The Matrix.

However, the most striking philosophical theme found in The Matrix concerns skepticism about knowledge of an external world (what Morpheus aptly called “the desert of the real”). Life that desolated shell of a planet on which countless humans were unknowingly ensconced in slimy wombs, and after the Nuclear Winter that was caused by humans they are transformed into cattle, into batteries.
But there are many other philosophical themes explored within The Matrix. One is the concept of freedom. Freedom is mentioned at various points in the film. Even the leader of machines, Agent Smith valued freedom:

I’m going to be honest with you; I hate this place, this zoo, this prison,
this reality – whatever you want to call it. I can’t stand it any longer …
I can taste your stink, and every time I do, I fear that I am somehow infected.
Isn’t it ?!
… I must get out of here, I must get free ! And in this mind is the key.
Once Zion is destroyed, there is no need for me to be here.

A freedom, in a sense, many have called freedom of the will.
(Per definition: Free will is the ability of persons to control the future through their choices and actions.)

Finally, when Neo and Morpheus first talked, Morpheus asked Neo if he believed in fate. Neo said that he didn’t since he did not like the idea that he did not control his life.


The Matrix naturally adopts the perspective of the humans: they are the victims, the slaves — cruelly exploited by the machines. But there is another perspective, that of the machines themselves. So let’s look at it from the point of view of the machines. As Morpheus explains to Neo, there was a catastrophic war between the humans and the machines, after the humans had produced AI, a sentient robot that spawned a race of its own. It isn’t known now who started the war, but it did follow a long period of machine exploitation by humans. What is known is that it was the humans who “scorched the sky”, blocking out the sun’s rays, in an attempt at machine genocide—since the machines needed solar power to survive. In response and retaliation the machines subdued the humans and made them into sources of energy—batteries, in effect. Each human now floats in his or her own personal vat, a warm and womblike environment, while the machines feed in essential nutrients, in exchange for the energy they need. But this is no wretched slave camp, a grotesque gulag of torment and suffering; it is idyllic, in its way. The humans are given exactly the life they had before.

Things are no different for them, subjectively speaking. Indeed, at an earlier stage the Matrix offered them a vastly improved life, but the humans rejected this in favor of a familiar life of moderate woe—the kind of life they had always had, and to which they seemed addicted. But if it had been left up to the machines, the Matrix would have been a virtual paradise for humans—and all for a little bit of battery power. This, after an attempt to wipe the machines out for good, starving them of the food they need: the sun, the life-giving sun. The machines never kill any of their human fuel cells (unless, of course, they are threatened); in fact, they make sure to recycle the naturally dying humans as food for the living ones. It’s all pretty…humane, really. The machines need to factory farm the humans, as a direct result of the humans trying to exterminate the machines, but they do so as painlessly as possible. Considering the way the humans used to treat their own factory farm animals—their own fuel cells—the machines are models of caring livestock husbandry. In the circumstances, then, the machines would insist, the Matrix is merely a humane way to ensure their own survival.

Moreover, as Agent Smith explains, it is all a matter of the forward march of evolution: humans had their holiday in the sun, as they rapidly decimated the planet, but now the machines have evolved to occupy the position of dominance. Humans are no longer the oppressor but the oppressed—and the world is a better place for it.

Why to combine a quasi-religious story with high-speed ultra-violence ?
Why the instant cult status of the Matrix ?!

In contemporary American (or western, in general) society, as the stakes are lower, so too are the hopes for radical newness. However, for people imprisoned in office cubicles everywhere in their Sisyphus-like existence, such a movie is popular because it targets the existential anxiety that can build up while doing meaningless work for a large corporation or governmental entities.
The very idea that there is another possibility, that by “freeing our minds” we can become spiritually enlightened and escape this prison, is a very attractive prospect to us modern-day exile-generation.  

I know that you’re out there. I can feel you now. I know that you’re afraid.
You’re afraid of us. You’re afraid of change. I don’t know the future.
I didn’t come to tell you how this is going to end. I came to tell you how it will begin.

The Matrix cannot tell you who you are, but who you are seems to be at least
in some sense related to whom you think you are in the Matrix.

No one can be told what the Matrix is. You have to see it for yourself.
I’m trying to free you mind, Neo. But I can only show you the door.
You’re the one that has to walk through it.

There’s a difference between knowing the path and walking the path.

First question: Who is the Matrix supposed to be bad for ? What do you think, if you had a power to free people from the Matrix, would you use that power ? We can assume that these people’s minds are “ready,” that is, they can survive being extracted from the Matrix without going insane. But let’s suppose that once you freed them, they did not have the option of going back. Do you think they’d be better off outside? Would you free them? Do you think they’d thank you ?
Or do you side with Cypher ? Do you think that life inside the Matrix isn’t all that bad—especially if your enjoyment of it isn’t spoiled by the knowledge that it’s all a machine-managed construct ?

Second question: Does it matter who’s running the Matrix, and why? In the movie, the machines are using the Matrix to keep us docile so that they can use us as a source of energy. In effect, we’re their cattle. But what if we weren’t at war with the machines? What if the machines’ purposes were purely benevolent and philanthropic ? What if they created the Matrix because they thought that our lives would be more pleasant in that virtual world than in the harsher real world ?
Or what if we defeated the machines, took over the Matrix machinery ourselves, and then chose to plug ourselves back in because life inside was more fun ?
Consider Cypher’s final conversation with Trinity:

If I had to choose between that and the Matrix … I choose the Matrix.

The Matrix isn’t real ?

I disagree, Trinity. I think the Matrix can be more real than this world.

Or as the George Orwell’s novel 1984 says:
“There is a Party slogan dealing with the control of the past: Who controls the past controls the future – who controls the present controls the past !”
The most disturbing thing about this isn’t that the machines are farming us for energy. We’re not told enough about how the energy-farming works to make it seem very bad. Perhaps the machines are only taking energy we were making no use of, anyway. Perhaps the machines ensure that—except for the rare occasions when an Agent takes over your body and gets it killed—we live longer and healthier lives in the Matrix energy-farm than we would in the wild.


Imagine that the real world is a post-apocalyptic hell, just as in the film, but, unlike in the film, suppose that the cause of the world’s being in such a state is not some battle with machines that wanted to enslave us, but the emission of so many greenhouse gases with our three-lane-wide SUVs that we completely obliterated the ozone layer and thereby rendered the planet uninhabitable by us or by the plants and animals that we rely on for our survival. Suppose further that sometime in the future, in order to save the human race, scientists set up an enormous self-sustaining machine, just as in the film (minus the scary “Sentinels”), designed to keep the human species alive and reproducing for the 100,000 years it will take for whatever weeds are left on the planet to fix our atmosphere and make the planet once again habitable in a normal way. The machine operates simply on solar power (since, on this scenario, the sun is now stronger than ever, frying almost everything else on the planet), so that human beings are not needed as “batteries”. While humans are stuck in this state, the scientists create the Matrix for them to “live” their lives in instead of being conscious of floating in a vat for the length of their life, which would clearly be a most horrific torture. Once the power of the sun is diminished to a habitable degree (because of the repaired atmosphere) the machine would “wake” us humans, and we could go back to living on the planet.

The ordinary person in this scenario is in the same condition as an ordinary person in the film, except that instead of the Matrix being the diabolical result of evil machines who exploit the human race, it is the result of benevolent human beings trying to keep the human race alive in as good condition as possible under the terrible circumstances. Of course it would seem no different to the person in the Matrix. We, the viewers, however, would have quite a different response to The Matrix. There would be no enemy to fight, no injustice to rectify (the pushers of SUVs being long dead). If there were a Morpheus in this situation, how would we think of him? If Morpheus and his friends had left the Matrix, and figured out that they could, with extreme difficulty, survive in the devastated world (eating disgusting porridge, etc.), should they go about “freeing” everyone, even if it would take another 10,000 years for the Earth to return to its present state of habitability?
Let’s suppose too that science has found a way to simulate food with a computer, so that they have created a “food-matrix”. My real nutrition would come from the pill, but I could still go out for a “simulated” steak and it would seem just as though I were really eating a steak, including the sensation of getting full, although in fact I would be eating nothing and getting no nutritional harm or benefit from the experience at all.


What is this place ?

More important than ‘what’ is when !

When ?

You believe that it is the year 1999 when in fact it is closer to the year 2199.
I can’t tell you exactly what year it is, because we honestly do not know …

Imagine a dark, subterranean prison in which humans are bound by their necks to a single place from infancy. Elaborate steps are taken by unseen forces to supply and manipulate the content of the prisoner’s visual experience. This is so effective that the prisoners do not recognize their imprisonment and are satisfied to live their lives in this way. Moreover, the cumulative effects of this imprisonment are so through that if freed; the prisoners would be virtually helpless. And this is Matrix !

It is clear allegory of the Plato’s Cave in his masterpiece Republic:

Imagine human beings living in an underground, cavelike dwelling, with an
Entrance a long way up, which is both open to the light and as wide as the cave
itself.  They’ve been there since childhood, fixed in the same place, with their
necks and legs fettered, able to see only in front of them, because their bonds
prevent them from turning their heads around. Light is provided by a fire burning
far above and behind them. Also behind them, but on higher ground, there is a
path stretching between them and the fire. Imagine that along this path a low wall
has been built, like the screen in front of puppeteers above which they show their
puppets … Then also imagine that there are people along the wall, caring all
kind of artifacts that project above it – statues of people and other animals, made
out of stone, wood, and every material. And, as you’d expect, some of the carriers
are talking, and some are silent.   (514a1 – 515a3)  REPUBLIC

(Grube, G.M.E. trans. Plato: Republic 2nd Ed. Rev. C.D.C. Reeve, Indianapolis, Indiana: Huckett Publishing Co., 1992)


You know, I know that this steak doesn’t exist. I know when I put it in
my mouth, the Matrix is telling my brain that it is juicy and delicious.
After nine years, do you know what I’ve realized ?

Ignorance is bliss.

Then we have a deal ?

I don’t want to remember nothing. Nothing ! You understand ?
And I want to be rich. Someone important. Like an actor.
You can do that, right ?

Whatever you want, Mr. Reagan.

Cypher is not a nice guy, but is he an unreasonable guy ? Is he right to want to get reinserted into the Matrix ? Many want to say NO, but giving reasons for why his choice is a bad one is not an easy task. After all, so long as his experience will be pleasant, how can his situation be worse than the inevitably crappy life he would lead outside of the Matrix ? What could matter beyond the quality of his experience ? Remember, once he’s back in, living his fantasy life, he won’t even know he made the deal. What he doesn’t know can’t hurt him, right ?!

Nowadays, in Postmodern world many people like Cypher – are egocentric hedonist trying to get the most out of their possibilities by maximizing the quality of their private experiences, and thereby treating themselves as resources.  (It’s like our DNA is using us to propagate itself.)


I’d like to share a revelation that I’ve had during my time here.
It came to me when I tried to classify your species; I realized that you are not actually mammals. Every mammal on this planet instinctively develops natural equilibrium with a surrounding environment. But you humans do not !
You move to one area and you multiply, and multiply until every natural resources are consumed. Only way you can survive is to spread to another area.
There is another organism on this planet that follows the same pattern.
Do you know what it is ? A virus !
Human Beings are disease, a cancer of this planet.
You’re the plague and we are the cure ! 


As Morpheus says to Neo in the construct:

How do you define “real” ? If you’re talking about what you can feel,
what you can smell, what you can taste and see, then “real” is simply
electrical signals interpreted by your brain … The world exists now
only as a part of a neural interactive simulation that we call the Marix.

It is all in your mind, Neo ! (Residual Self image, mental projection of a digital self)

Thus, the Matrix’s reality only exists when actual human minds subjectively experience its programs.

Principally, what keeps people in line is their tendency to believe what the average person believes. Heidegger describes the resulting conformism as letting oneself be taken over by “the one” (Das Man). Aldous Huxley similarly lamented the conformity of the brainwashed masses in Brave New World.

The Matrix can be seen as an attach on what Nietzsche calls herd mentality.
Nietzsche points out that human beings are normally socialized into obeying shared, social norms, and that it is hard to think differently. As he puts it, “as long as there have been humans, there have also been herds of men (clans, communities, tribes, peoples, states, churches) and always a great many people who obey, … considering, then, that nothing has been exercised and cultivated better and longer among men then obedience, one may fairly assume that the need for it is now innate in the average man.”

There is more to life than conforming. As Morpheus says to Neo, you know there is something lacking in this world; “it’s like a splinter in your mind”.
But most people flee the thought that their conformist world lacks something important. According to Heidegger it takes an attack on anxiety.
A sense of the limit on our possibilities is what Neo experiences as the splinter in the mind. As he says to the AI (Agent Smith) at the end of the film, “ I know you are afraid … of change.”

Did you know that the First Matrix was designed to be a perfect human world, where none suffered, where everyone would be happy ? … It was a disaster.
(… entire crops were lost.)

Revelation 21:4, KING JAMES BIBLE
And God shall wipe away all tears from their eyes; and there shall be no more death, neither sorrow, nor crying, neither shall there be any more pain:
for the former things are passed away.

Some believe that we lacked the programming language to describe
your perfect world, but I believe that, as a species, human beings define their reality through misery and suffering. The perfect world was a dream that your primitive cerebrum kept trying to wake up from.   

GARCIN, In Sartre’s No Exit:
Hell is – other people.

To deny our own impulses is to deny the very thing that makes us human.

Ignorance is bliss !

Cypher chooses the Matrix and maybe he’s not so creasy.
Is some possible Matrix better than any possible reality ? The best existence, the Christian one – Heaven, is after all a Matrix.

Or put it other way round:
Which is better, the Second Matrix, or a systematically deceptive personalized non-virtual environment – a Truman Show – that you never discover the true nature of ?!

The “good guys” in the movie end up killing a lot of human beings in their fight against the Agents. It’s hard to view these human beings as collaborators, given the nature of the Matrix, so their deaths presumably are to be regarded as acceptable collateral damage, inevitable given the difference in desired outcome.


In a sense, The Matrix is nothing more than a modern day “Big Brother,” taking on a machine form rather than the Orwellian vision of a powerful individual using machines to assist and bring about an all-powerful status. But 1984, the novel in which the story of Big Brother was presented, was published in 1948. The Matrix comes fifty years later. In the meantime, we have witnessed the likes of radar, television for all, space travel, computers, mobile phones, and the Internet. What would Orwell’s Big Brother have been like if he had had those technologies at his disposal – would Big Brother have been far from the Matrix?

As Morpheus explains: “Early in the 21st century, all of mankind was united in celebration. We marveled at our own magnificence as we gave birth to AI.” Morpheus describes AI as “a singular consciousness that spawned an entire race of machines.”
Later the AI creates the Matrix, a computer simulation that is “a prison for your mind.” Thus, AI traps humankind in a material prison that does not represent ultimate reality, as Morpheus explains to Neo: “As long as the Matrix exists, the human race will never be free.”

What is free will anyway, when the state of a human brain is merely partly due to a genetic program and partly due to life’s experience? Indeed, exactly the same thing is true for a robot.
In the Matrix, no human fuel cells are killed, not even the unborn—there is no abortion. Yet, naturally dying humans are allowed to die naturally and are used as food for the living. Importantly, they are not kept alive by chemicals merely for the sake of keeping them alive. The Matrix would appear to be more morally responsible to its human subjects than are human subjects to themselves.

It is common to think that while In Time, Wall-E, or 13th Floor, and especially The Truman Show poses a disturbing skeptical scenario, The Matrix is much worse. But actually things are reversed. If I am in matrix, then most of my beliefs about the external world are true. If I am in something like Truman himself, than great number of my beliefs are false. If we discover one day that we were in a matrix, this would be surprising, but we would quickly get used to it. If we were to discover that we were in the Truman show, we might well go insane.

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Competition in 5G Communication Network and the Future of Warfare



The present era is experiencing a shift from 4G (4th Generation) to 5G (5th Generation) networked communication. This shift will radically change all civil and defence communications. In future warfare, it is expected to develop an atmosphere of information or ‘infosphere’ for sharing real-time intelligence characterised by high-speed, low latency and increased bandwidth networks. This potential of 5G is believed to significantly impact the character and future of war. It will enable an agile and fast data communication service that will support the entire battlefield network in integrated and all-domain warfare. This support will allow the speedy transfer of all types of visual and textual data and information from one domain to another, increasing the speed of war. 5G would not only connect all domains of the battleground, but it would also link disconnected networks through network slicing. This will enable remote operations with more private, secure, and restricted access. Due to the super-fast speed of the 5G network, it can afford to carry out multiple isolated functions side-by-side. 

5G would also enhance the operational capacity of autonomous military systems such as drones and Unmanned Aerial Vehicles (UAVs). Presently, the capabilities of autonomous military systems are restricted due to their limited onboard processing and data storage capacity; however, with 5G-enabled autonomous military systems, large sets of data, such as terrain maps stored on the cloud, can be downloaded in milliseconds. It is also expected that 5G might initiate the move towards fully autonomous systems due to accelerated networked response and action time. The improved real-time data, collected by the independent system in an autonomous military system through various networked sources and sensors, would be infused with AI and machine learning algorithms to identify, locate, and engage the target without human supervision. Due to such capability of 5G, many countries have shown progress in this arena.

The United States (US) and China have been competing to take the lead in 5G technologies. The major 5G telecoms in the US have deployed their initial nationwide networks. On the other hand, all cities in China and 87% of its rural areas have a 5G network. The Chinese defence forces are now focused on benefitting from 6G communication technologies to adapt to the demands of future warfare. 

The US is expected to deploy 5G on its Forward Operating Bases (FOBs) as these are crucial points for collecting intelligence for launching and defending attacks.  US troops also have access to 5G-enabled Android Team Awareness Kits that display data on a tablet or smartphone.  Similarly, Chinese troops have also been provided with gadgets that will allow tracking of troops, terrain and intelligence on battlegrounds. China has also deployed 5G on the China-India border to monitor Indian military activities.

India has launched an initiative called 5G India (5Gi). Under this initiative, India has given the responsibility to establish end-to-end 5G test beds to research centres such as the Centre of Excellence in Wireless Technology (CEWiT) and the Society for Applied Microwave Electronics Engineering & Research (SAMEER), technical universities such as Indian Institute of Technology Madras, Delhi, Hyderabad, Kanpur and Bombay and Indian Institute of Science, Bangalore.  The country is proactive in developing indigenous 5G communication networks. For this, it has provided competitive grants and has created a 5G Alliance Fund that would provide necessary financial assistance for 5G evolution. The Indian Army is also working to develop and deploy 5G networks to improve communication for its frontline forces, which could have implications for Pakistan.

The Ministry of Information Technology and Telecommunication has laid a roadmap for 5G in Pakistan. The Pakistani telecom operators, including PTCL, Telenor, Zong and Jazz, have successfully tested 5G in Pakistan. 5G was expected to be launched in 2023; however, progress were delayed due to political instability in the country. According to a study by the Pakistan Institute of Development Economics (PIDE), the exorbitant tax on phones and lack of availability of 5G enabled phones in Pakistan might hinder the evolution of 5G. Pakistan has also collaborated with China to facilitate the launch of 5G technology. China’s technological support and the efforts of the telecom industry has been the key force behind 5G success in Pakistan. A similar roadmap can be adapted for other emerging technologies such as AI, cyber and space.

5G is a leap forward in complex communication networks. Although it will significantly enhance communication speed, it will neither diminish nor eliminate the importance of 4G and 3G networks. Instead, 5G will support other emerging technologies such as Cloud, Quantum Computing, the Internet of Things, etc. Each decade, the world will upgrade its generation of networks such as 6G and 7G. The deployment of 5G networks is the need of the hour, given the growing demand for connectivity. Therefore, this is a step in the right direction, and Pakistan must also get on board to quickly set up 5G network towers in the country.

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The Development of Artificial Intelligence in China: Talent creation and comparison with U.S.

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In the process of developing and implementing AI technology, we need to be pragmatic and orderly. AI education intensifies the driving force for developing the related technology and industry, and it is also the fundamental guarantee for nurturing and cultivating high-quality AI talents and for the sustainable development of related technology and industry. China’s AI education initially created a subject teaching system, and curricula and courses at different levels were offered in universities such as computer science, intelligent science and technology, electronic information and automation. The existing problems of AI development in China and the basic construction of AI are inseparable from the education and training of AI experts. Only by nurturing and cultivating a sufficient number of high-quality AI talents can the smooth development of AI in China be ensured, so that it can climb to the top of international AI.

In terms of AI talent training, the State, Commissions, Ministries, and Departments have made and are making the following noteworthy suggestions:

1) increase AI talent training as a national educational priority.

Not long ago, AI-related playful and recreational activities promoted a wave of AI technology to promote economic and social intelligence in China. AI talents are the top priority in the construction activity to do a good job in planning development, mastering key technologies and promotion. Implementing all this requires high-quality talents. With a view to meeting this social demand, we need to comprehensively plan the training of high-quality AI talents and provide a guarantee for China’s AI to enter a new period of opportunities for sustainable development.

We need to further improve the understanding of AI staff training, establish a comprehensive planning system to create experts and raise the level of preparation as a national educational priority.

2) Establish and standardise AI education at all levels.

According to market demand, we need to comprehensively standardise AI education at all levels and open various schools of a certain scale and proportion, including universities, vocational and technical colleges, AI institutes, technical schools. In China, the Ministry of Education comprehensively expands the current intelligent science and technology, as well as the professional environment, which supports its management. The same holds true for other major universities which are taking action to strengthen the academic teaching of AI, also through the establishment of post-graduate education in some related institutes, as well as spreading basic technologies to primary and secondary schools. The same applies to popular science courses, which provide various forms of extracurricular activities, as well as helping to nurture and cultivate the interest of students of all ages and schools. This is because the level of teachers, who standardise and organise the preparation of various teaching materials, has improved.

3) Multimodal and multi-channel training of high-quality AI talents.

Efforts are made in China to explore and search for various types of high-quality AI talents through multimodal and multi-channel ways, carrying out activities aimed at enhancing and perfecting market-oriented products, and having the experience to promote them. The competent government Departments provide relevant policy support, and State and private research institutes primarily carry out AI product innovation, so that AI science and technology staff perform their tasks comprehensively. Besides participating in research and development of AI products, the main task of schools and colleges is to provide high-quality knowledge resources at all levels Companies strive for excellence in the production of AI products, so that skilled technicians and workers can fully perform their roles. An incentive mechanism for AI experts is established to encourage a higher-level elite to stand out. University students, graduates and science and technology practitioners engaged in AI learning and development are encouraged to pursue AI technological innovation and entrepreneurship and provide the business fund support for their innovative ideas and prototype results.

4) Make full use of the Internet to nurture and cultivate AI talents.

Full use is made of the Internet technology to lend effective technical support to provide effective means for nurturing and cultivating AI talents. The high-level AI platform is used, in line with international standards, to create and improve the domestic AI network teaching platform, provide network education services for AI teaching at all levels, and offer auxiliary teaching tools for other courses.

Some scholars or entrepreneurs believe that China’s AI technology level is already comparable to that of the United States of America. We need to scientifically and objectively evaluate the existing results. We also need to fully reaffirm the achievements and fully understand the shortcomings. Overestimating the existing AI achievements in China is neither realistic nor conducive to the healthy development of this industry.

The United States of America is now the country with the highest overall level of AI technology. Analysing the gap in AI between China and the United States of America helps to maintain a clear understanding. Many experts in the field of AI have pointed out that following the US theory in AI has meant that such applications and innovations are making the industry catch up quickly and regain ground. However, there is still a big gap with the United States of America in terms of basic theoretical research.

There are very few people carrying out basic theoretical research on AI in China. For example, the United States of America places brain science and other neurosciences at the top of research, while China’s independent research and development capabilities in this area are relatively weak and there are gaps in discoveries and innovations. Furthermore, many articles on deep learning have been published in China, but little research is truly innovative in theory or has significant application value.

The Americans are already figuring out what the next AI will be, while such a study has not yet begun at full speed in China. This is the biggest challenge facing the country: it is a difficult problem, involving a wide range of aspects, which cannot be solved by one or two teams. This gap is largely due to the national academic evaluation system and the orientation of practical application. There is room for improving the university analysis criterion: it may take 5-15 years to fully catch up with the United States in the field of AI.

US companies invest a lot of money to train a group of pure high-level technical staff who, from the moment they obtain a PhD, will be recruited by companies and employed in research and development of pure AI technology. Not surprisingly, such an elite team, driven by scientific and technological interests and beliefs, is far ahead at world level in AI research. Few companies in China are willing to spend a lot of money to train a purely technical AI research team and there is also a lack of incentive mechanism within companies. The level of AI research in national universities is also far below the world-leading level. (11. continued)

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The Development of Artificial Intelligence in China: Development points and projects

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Making machines mimic or even surpass human intellectual behaviour and thinking methods has always been a scientific field full of rich imagination and great challenges. The recent great advances in Artificial Intelligence technology represented by driverless cars and the AlphaGo game have led to enthusiasm and a great deal of funding for the AI field. Considering the development bases, existing problems and opportunities of Chinese AI, strategic thinking on the progress of this industry is continuously proposed for discussion and decision-making reference.

The Internet+ action guidance opinions issued by the State Council have clearly stated that AI is one of the key development areas for the creation of new industrial models. Four Departments, in addition to the National Development and Reform Commission and the Ministry of Science and Technology, have jointly issued implementation plans for Internet+.

The development plan has been promoted in three main aspects and nine minor items. Smart homes, smart wearable devices and smart robots will all become key development support projects. The implementation plan clarifies the development priorities and support projects specific to the Artificial Intelligence industry, thus showing that this field has been raised to a national strategic level.

Considering the great attention paid by the State, increased investment in scientific research and an injection of dividends for talents are expected to accelerate industrial transformation, as facial recognition, language recognition, intelligent robots and other application segments will continue to expand and further promote their marketing.

AI has reached the peak of China’s national strategy, and has shown the need to learn from the advanced Western countries’ research practices to discuss, launch and implement the national plan.

In recent years, the United States of America, the European Union and Japan have successively launched numerous programmes and huge investment, covering future information technology, as well as medicine and neuroscience.

Faced with fierce international competition, China is learning from the experience of the above stated and other countries across disciplines and sectors. The agenda includes the implementation of a project that not only involves AI, but is also inseparable from life sciences, particularly neuroscience. This is so that greater resources can be concentrated on solving the most pressing social needs, such as the development of diagnostic and therapeutic methods for the prevention and treatment of brain diseases, in particular neurodevelopmental diseases, mental illnesses, early diagnosis and intervention in neurodegenerative diseases. The main research focus is on the principle of brain functioning and frontier fields relating to the prevention and treatment of major brain diseases.

As already seen, the foundation of AI involves mathematics, physics, economics, neuroscience, psychology, philosophy, computer engineering, cybernetics, linguistics, biology, cognitive science, bionics and other disciplines and their intersections. The subject of AI has a very broad and extremely rich research content, including cognitive modelling; representation, reasoning and knowledge engineering; machine perception; machine thinking and learning; machine behaviour; etc.

Various AI researchers study such content from different angles. For example, from the ones based on brain function simulation; on the application field and application system; on the system structure and supporting environment; on the distributed artificial intelligence system; on machine theorem demonstration; on uncertainty reasoning, etc. Chinese scholars have made some important achievements in machine theorem proving, hierarchical knowledge representation and reasoning, automatic planning, iris and speech recognition, extension, evolutionary optimisation, data mining (the process of extracting and discovering patterns in large datasets involving methods ranging from machine learning intersection to statistics and database systems), etc. In AI basic research, Chinese experts have great international influence. In general terms, however, the results are not sufficient, the scope is not broad and the overall influence needs to be further improved.

AI basic research is the cornerstone of sustainable development of the related technology, and only by laying sound foundations in it can we provide the driving force for the vigorous development and comprehensive upgrading in the field of its applications. AI basic research needs to be comprehensively strengthened. Innovative multidisciplinarity needs to be encouraged, and importance needs to be attached to it on a forward-looking basis.

The demand for software is an inexhaustible source of technological innovation. AI is considered the fourth industrial revolution. Its theme is three intelligences: factory, production and logistics. The main content of the Made in China 2025 plan is to establish a production line, adopt a management and operation model and start with the following five aspects: design, technology, production, service guarantee and management. The key role of AI technology in smart manufacturing can only be seen from the progress of these aspects.  

The implementation of AI technology can be extended to all investment classes and subjects. For example, the intelligent development of technology applied to industrial and mining enterprises includes five points:

1) using intelligent machines (including smart robots) to replace work in hazardous, toxic, radioactive and other harmful environments and in heavy, arduous, repetitive, monotonous, high-altitude, dusty and other difficult conditions, to reduce the intensity of physical and mental work and protect workers (the health issue);

2) using AI technology to design factories and mines, production workshops, sections and equipment, as well as quickly optimise the design scheme and achieve the design intelligence of production;

3) implementing AI technology to fully achieve the production process;

4) developing an intelligent consultation and decision-making system: providing scientific advice, decision-making and management of the production process, and moving towards intelligent production and staff management;

5) researching and developing various expert systems for production planning: monitoring and control of the production process; intelligent fault diagnosis of production systems and equipment; and improvement of labour productivity and product quality.

AI developers combine the characteristics of various enterprises and promote Made in China 2025 and Internet + plans as an opportunity. They seize the historic opportunity of the second machine revolution, achieve AI and vigorously develop these fields. Smart technology and industry inject ideas into the “new” normal of the economy. There is a need to improve the research, development and innovation capabilities of AI technology in the industrial field; to develop high-level products and avoid low-result repetition and haphazard competition. We need to deepen the promotion and implementation of these technologies and make the smart industry bigger and stronger.

As a high-tech segment, AI needs to innovate policy mechanisms, management systems, market mechanisms, and performance transformation to provide an excellent environment for its and its industries’ development and to accompany the healthy progress of initiatives.

Policies need to be introduced to encourage the implementation of AI in the promotion and market development of technology and to broaden the support of national policies, so that new funds and applications will be obtained and new technologies from the laboratory to the field be accelerated as soon as possible. (10. continued).

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