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Beyond the Cyberpunk of Negative Utopia



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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Science & Technology

The Dark Ghosts of Technology



Last many decades, if accidently, we missed the boat on understanding equality, diversity and tolerance, nevertheless,  how obediently and intentionally we worshiped the technology no matter how dark or destructive a shape it morphed into; slaved to ‘dark-technology’ our faith remained untarnished and faith fortified that it will lead us as a smarter and successful nation.

How wrong can we get, how long in the spell, will we ever find ourselves again?

The dumb and dumber state of affairs; extreme and out of control technology has taken human-performances on ‘real-value-creation’ as hostage, crypto-corruption has overtaken economies, shiny chandeliers now only cast giant shadows, tribalism nurturing populism and  socio-economic-gibberish on social media narratives now as new intellectualism.

Only the mind is where critical thinking resides, not in some app.   

The most obvious missing link, is theabandonment of own deeper thinking. By ignoring critical thinking, and comfortably accepting our own programming, labeled as ‘artificial intelligence’ forgetting in AI there is nothing artificial just our own ‘ignorance’ repackaged and branded.  AI is not some runaway train; there is always a human-driver in the engine room, go check. When ‘mechanized-programming, sensationalized by Hollywood as ‘celestially-gifted-artificial-intelligence’ now corrupting global populace in assuming somehow we are in safe hands of some bionic era of robotized smartness. All designed and suited to sell undefined glittering crypto-economies under complex jargon with illusions of great progress. The shiny towers of glittering cities are already drowning in their own tent-cities.

A century ago, knowing how to use a pencil sharpener, stapler or a filing cabinet got us a job, today with 100+ miscellaneous, business or technology related items, little or nothing considered as big value-added gainers. Nevertheless, Covidians, the survivors of the covid-19 cruelties now like regimented disciples all lining up at the gates.  There never ever was such a universal gateway to a common frontier or such massive assembly of the largest mindshare in human history.

Some of the harsh lessons acquired while gasping during the pandemic were to isolate techno-logy with brain-ology.  Humankind needs humankind solutions, where progress is measured based on common goods. Humans will never be bulldozers but will move mountains. Without mind, we become just broken bodies, in desperate search for viagra-sunrises, cannabis-high-afternoons and opioid-sunsets dreaming of helicopter-monies.

Needed more is the mental-infrastructuring to cope with platform economies of global-age and not necessarily cemented-infrastructuring to manage railway crossings. The new world already left the station a while ago. Chase the brain, not the train.  How will all this new thinking affect the global populace and upcoming of 100 new National Elections, scheduled over the next 500 days? The world of Covidians is in one boat; the commonality of problems bringing them closer on key issues.

Newspapers across the world dying; finally, world-maps becoming mandatory readings of the day

Smart leadership must develop smart economies to create the real ‘need’ of the human mind and not just jobs, later rejected only as obsolete against robotization. Across the world, damaged economies are visible. Lack of pragmatic support to small medium businesses, micro-mega exports, mini-micro-manufacturing, upskilling, and reskilling of national citizenry are all clear measurements pointing as national failures. Unlimited rainfall of money will not save us, but the respectable national occupationalism will.  Study ‘population-rich-nations’ and new entrapments of ‘knowledge-rich-nations’ on Google and also join Expothon Worldwide on ‘global debate series’ on such topics.

Emergency meetings required; before relief funding expires, get ready with the fastest methodologies to create national occupationalism, at any costs, or prepare for fast waves of populism surrounded by almost broken systems. Bold nations need smart play; national debates and discussions on common sense ideas to create local grassroots prosperity and national mobilization of hidden talents of the citizenry to stand up to the global standard of competitive productivity of national goods and services.

The rest is easy

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Science & Technology

China and AI needs in the security field



On the afternoon of December 11, 2020, the Political Bureau of the Central Committee of the Communist Party of China (CPC) held the 26th Collective Study Session devoted to national security. On that occasion, the General Secretary of the CPC Central Committee, Xi Jinping, stressed that the national security work was very important in the Party’s management of State affairs, as well as in ensuring that the country was prosperous and people lived in peace.

In view of strengthening national security, China needs to adhere to the general concept of national security; to seize and make good use of an important and propitious period at strategic level for the country’s development; to integrate national security into all aspects of the CPC and State’s activity and consider it in planning economic and social development. In other words, it needs to builda security model in view of promoting international security and world peace and offering strong guarantees for the construction of a modern socialist country.

In this regard, a new cycle of AI-driven technological revolution and industrial transformation is on the rise in the Middle Empire. Driven by new theories and technologies such as the Internet, mobile phone services, big data, supercomputing, sensor networks and brain science, AI offers new capabilities and functionalities such as cross-sectoral integration, human-machine collaboration, open intelligence and autonomous control. Economic development, social progress, global governance and other aspects have a major and far-reaching impact.

In recent years, China has deepened the AI significance and development prospects in many important fields. Accelerating the development of a new AI generation is an important strategic starting point for rising up to the challenge of global technological competition.

What is the current state of AI development in China? How are the current development trends? How will the safe, orderly and healthy development of the industry be oriented and led in the future?

The current gap between AI development and the international advanced level is not very wide, but the quality of enterprises must be “matched” with their quantity. For this reason, efforts are being made to expand application scenarios, by enhancing data and algorithm security.

The concept of third-generation AI is already advancing and progressing and there are hopes of solving the security problem through technical means other than policies and regulations-i.e. other than mere talk.

AI is a driving force for the new stages of technological revolution and industrial transformation. Accelerating the development of a new AI generation is a strategic issue for China to seize new opportunities in the organisation of industrial transformation.

It is commonly argued that AI has gone through two generations so far. AI1 is based on knowledge, also known as “symbolism”, while AI2 is based on data, big data, and their “deep learning”.

AI began to be developed in the 1950s with the famous Test of Alan Turing (1912-54), and in 1978 the first studies on AI started in China. In AI1, however, its progress was relatively small. The real progress has mainly been made over the last 20 years – hence AI2.

AI is known for the traditional information industry, typically Internet companies. This has acquired and accumulated a large number of users in the development process, and has then established corresponding patterns or profiles based on these acquisitions, i.e. the so-called “knowledge graph of user preferences”. Taking the delivery of some products as an example, tens or even hundreds of millions of data consisting of users’ and dealers’ positions, as well as information about the location of potential buyers, are incorporated into a database and then matched and optimised through AI algorithms: all this obviously enhances the efficacy of trade and the speed of delivery.

By upgrading traditional industries in this way, great benefits have been achieved. China is leading the way and is in the forefront in this respect: facial recognition, smart speakers, intelligent customer service, etc. In recent years, not only has an increasing number of companies started to apply AI, but AI itself has also become one of the professional directions about which candidates in university entrance exams are worried.

According to statistics, there are 40 AI companies in the world with a turnover of over one billion dollars, 20 of them in the United States and as many as 15 in China. In quantitative terms, China is firmly ranking second. It should be noted, however, that although these companies have high ratings, their profitability is still limited and most of them may even be loss-making.

The core AI sector should be independent of the information industry, but should increasingly open up to transport, medicine, urban fabric and industries led independently by AI technology. These sectors are already being developed in China.

China accounts for over a third of the world’s AI start-ups. And although the quantity is high, the quality still needs to be improved. First of all, the application scenarios are limited. Besides facial recognition, security, etc., other fields are not easy to use and are exposed to risks such as 1) data insecurity and 2) algorithm insecurity. These two aspects are currently the main factors limiting the development of the AI industry, which is in danger of being prey to hackers of known origin.

With regard to data insecurity, we know that the effect of AI applications depends to a large extent on data quality, which entails security problems such as the loss of privacy (i.e. State security). If the problem of privacy protection is not solved, the AI industry cannot develop in a healthy way, as it would be working for ‘unknown’ third parties.

When we log into a webpage and we are told that the most important thing for them is the surfers’ privacy, this is a lie as even teenage hackers know programs to violate it: at least China tells us about the laughableness of such politically correct statements.

The second important issue is the algorithm insecurity. The so-called insecure algorithm is a model that is used under specific conditions and will not work if the conditions are different. This is also called unrobustness, i.e. the algorithm vulnerability to the test environment.

Taking autonomous driving as an example, it is impossible to consider all scenarios during AI training and to deal with new emergencies when unexpected events occur. At the same time, this vulnerability also makes AI systems permeable to attacks, deception and frauds.

The problem of security in AI does not lie in politicians’ empty speeches and words, but needs to be solved from a technical viewpoint. This distinction is at the basis of AI3.

It has a development path that combines the first generation knowledge-based AI and the second generation data-driven AI. It uses the four elements – knowledge, data, algorithms and computing power – to establish a new theory and interpretable and robust methods for a safe, credible and reliable technology.

At the moment, the AI2 characterised by deep learning is still in a phase of growth and hence the question arises whether the industry can accept the concept of AI3 development.

As seen above, AI has been developing for over 70 years and now it seems to be a “prologue’.

Currently most people are not able to accept the concept of AI3 because everybody was hoping for further advances and steps forward in AI2. Everybody felt that AI could continue to develop by relying on learning and not on processing. The first steps of AI3 in China took place in early 2015 and in 2018.

The AI3 has to solve security problems from a technical viewpoint. Specifically, the approach consists in combining knowledge and data. Some related research has been carried out in China over the past four or five years and the results have also been applied at industrial level. The RealSecure data security platform and the RealSafe algorithm security platform are direct evidence of these successes.

What needs to be emphasised is that these activities can only solve particular security problems in specific circumstances. In other words, the problem of AI security has not yet found a fundamental solution, and it is likely to become a long-lasting topic without a definitive solution since – just to use a metaphor – once the lock is found, there is always an expert burglar. In the future, the field of AI security will be in a state of ongoing confrontation between external offence and internal defence – hence algorithms must be updated constantly and continuously.

The progression of AI3 will be a natural long-term process. Fortunately, however, there is an important AI characteristic – i.e. that every result put on the table always has great application value. This is also one of the important reasons why all countries attach great importance to AI development, as their national interest and real independence are at stake.

With changes taking place around the world and a global economy in deep recession due to Covid-19, the upcoming 14th Five-Year Plan (2021-25) of the People’s Republic of China will be the roadmap for achieving the country’s development goals in the midst of global turmoil.

As AI is included in the aforementioned plan, its development shall also tackle many “security bottlenecks”. Firstly, there is a wide gap in the innovation and application of AI in the field of network security, and many scenarios are still at the stage of academic exploration and research.

Secondly, AI itself lacks a systematic security assessment and there are severe risks in all software and hardware aspects. Furthermore, the research and innovation environment on AI security is not yet at its peak and the relevant Chinese domestic industry not yet at the top position, seeking more experience.

Since 2017, in response to the AI3 Development Plan issued by the State Council, 15 Ministries and Commissions including the Ministry of Science and Technology, the Development and Reform Commission, etc. have jointly established an innovation platform. This platform is made up of leading companies in the industry, focusing on open innovation in the AI segment.

At present, thanks to this platform, many achievements have been made in the field of security. As first team in the world to conduct research on AI infrastructure from a system implementation perspective, over 100 vulnerabilities have been found in the main machine learning frameworks and dependent components in China.

The number of vulnerabilities make Chinese researchers rank first in the world. At the same time, a future innovation plan -developed and released to open tens of billions of security big data – is being studied to promote the solution to those problems that need continuous updates.

The government’s working report promotes academic cooperation and pushes industry and universities to conduct innovative research into three aspects: a) AI algorithm security comparison; 2) AI infrastructure security detection; 3) AI applications in key cyberspace security scenarios.

By means of state-of-the-art theoretical and basic research, we also need to provide technical reserves for the construction of basic AI hardware and open source software platforms (i.e. programmes that are not protected by copyright and can be freely modified by users) and AI security detection platforms, so as to reduce the risks inherent in AI security technology and ensure the healthy development of AI itself.

With specific reference to security, on March 23 it was announced that the Chinese and Russian Foreign Ministers had signed a joint statement on various current global governance issues.

The statement stresses that the continued spread of the Covid-19 pandemic has accelerated the evolution of the international scene, has caused a further imbalance in the global governance system and has affected the process of economic development while new global threats and challenges have emerged one after another and the world has entered a period of turbulent changes. The statement appeals to the international community to put aside differences, build consensus, strengthen coordination, preserve world peace and geostrategic stability, as well as promote the building of a more equitable, democratic and rational multipolar international order.

In view of ensuring all this, the independence enshrined by international law is obviously not enough, nor is the possession of nuclear deterrent. What is needed, instead, is the country’s absolute control of information security, which in turn orients and directs the weapon systems, the remote control of which is the greedy prey to the usual suspects.

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Science & Technology

Factories of the Future Find Growth and Sustainability Through Digitalization



The World Economic Forum announced today the addition of 15 new sites to its Global Lighthouse Network, a community of world-leading manufacturers using Fourth Industrial Revolution technologies to enable bottom-line growth. Despite the COVID-19 pandemic’s unprecedented disruption, 93% achieved an increase in product output and found new revenue streams.

Notably, these leading innovators created new revenue streams while driving environmental sustainability – 53% are seeing measurable and marked environmental sustainability benefits. Some have seen almost a total reduction in CO2 emissions, double-digit increases in efficiency and reduction in material use. The new report, Reimagining Operations for Growth, outlines how manufacturers accomplished these results. Their CEOs will provide more insights at the Lighthouses Live event, featuring keynote speaker Satya Nadella, CEO of Microsoft and Alex Gorsky, chairman and CEO of Johnson & Johnson on 17 March at 14.00 CET. See below for a full list of the new Lighthouses and their achievements.

The Lighthouse Network and its 69 sites are a platform to develop, replicate and scale innovations, creating opportunities for cross-company learning and collaboration, while setting new benchmarks for the global manufacturing community.

While 74% of companies remained stuck in pilot purgatory in 2020, research based on learnings from the network reveals that scalable Fourth Industrial Revolution technologies are key to long-term growth. By fully embracing agile ways of working, these manufacturers have been able to respond to disruption and ongoing shifts in supply and demand along their production network and value chains. They also prioritized workforce development – reskilling and upskilling employees for advanced manufacturing jobs – at the same pace and scale.

The new Lighthouses:


Bosch (Suzhou, China):As a role model of manufacturing excellence within the group, Bosch Suzhou deployed a digital transformation strategy in manufacturing and logistics, reducing manufacturing costs by 15% while improving quality by 10%.

Foxconn (Chengdu, China): Confronted with fast-growing demand and labour skill scarcity, Foxconn Chengdu adopted mixed reality, artificial intelligence (AI) and internet of things (IoT) technologies to increase labour efficiency by 200% and improve overall equipment effectiveness by 17%.

HP Inc. (Singapore): Facing an increase in product complexity and labour shortages leading to quality and cost challenges, along with a move at the country level to focus on higher-value manufacturing, HP Singapore embarked on its Fourth Industrial Revolution journey to transform its factory from being manual, labour intensive and reactive to being highly digitized, automated and driven by AI, improving its manufacturing costs by 20%, and its productivity and quality by 70%.

Midea (Shunde, China): To expand its e-commerce presence and overseas market share, Midea invested in digital procurement, flexible automation, digital quality, smart logistics and digital sales to improve product cost by 6%, order lead times by 56% and CO2 emissions by 9.6%.

ReNew Power (Hubli, India): Facing exponential asset growth and rising competitiveness from new entrants, ReNew Power, India’s largest renewables company, developed Fourth Industrial Revolution technologies, such as proprietary advanced analytics and machine learning solutions, to increase the yield of its wind and solar assets by 2.2%, reduce downtime by 31% without incurring any additional capital expenditure, and improve employee productivity by 31%.

Tata Steel (Jamshedpur, India): Facing operational KPI stagnation and an impending loss of captive raw material advantage, Tata Steel Jamshedpur’s 110-year-old plant with deeply rooted cultural and technology legacies deployed multiple Fourth Industrial Revolution technologies, such as machine learning and advanced analytics in procurement to save 4% on raw material costs, and prescriptive analytics in production and logistics planning to reduce the cost of serving customers by 21%.

Tsingtao Brewery (Qingdao, China): Facing growing consumer expectations for personalized, differentiated and diverse beers, Tsingtao Brewery rethought its use of smart digital technologies along its value chain to enable its 118-year-old factory to meet consumer needs, reducing customized order and new product development lead times by 50%. As a result, it increased its share of customized beers to 33% and revenue by 14%.

Wistron (Kunshan, China): In response to high-mix and low-volume business challenges, Wistron leveraged AI, IoT and flexible automation technologies to improve labour, asset and energy productivity, not only in production and logistics but also in supplier management, improving manufacturing costs by 26% while reducing energy consumption by 49%.


Henkel (Montornès, Spain): To drive further improvements in productivity and boost the company’s sustainability, Henkel built on its digital backbone to scale Fourth Industrial Revolution technologies linking its cyber and physical systems across the Montornès plant, reducing costs by 15% and accelerating its time to market by 30% while improving its carbon footprint by 10%.

Johnson & Johnson Consumer Health (Helsingborg, Sweden): In a highly regulated healthcare and fast-moving consumer goods environment, J&J Consumer Health addressed customer needs through increased agility using digital twins, robotics and high-tech tracking and tracing to enable 7% product volume growth, with 25% accelerated time to market and 20% cost of goods sold reduction. It made further investments in connecting green tech through Fourth Industrial Revolution technologies to become Johnson & Johnson’s first ever CO2-neutral facility.

Procter & Gamble (Amiens, France): P&G Amiens, a plant with a steady history of transforming operations to manufacture new products, embraced Fourth Industrial Revolution technologies to accommodate a consistent volume increase of 30% over three years through digital twin technology as well as digital operations management and warehouse optimization. This led to 6% lower inventory levels, a 10% improvement in overall equipment effectiveness and a 40% reduction in scrap waste.

Siemens (Amberg, Germany): To achieve its productivity goals, this site implemented a structured lean digital factory approach, deploying smart robotics, AI-powered process controls and predictive maintenance algorithms to achieve 140% factory output at double product complexity without an increase in electricity or a change in resources.

Middle East

STAR Refinery (Izmir, Turkey): To maintain a competitive edge within the European refinery industry, Izmir STAR Refinery was designed and built to be “the technologically most advanced refinery in the world”. Leveraging more than $70 million investments in advanced technologies (e.g., asset digital performance management, digital twin, machine learning) and organizational capabilities, STAR was able to increase diesel and jet yield by 10% while reducing maintenance costs by 20%.

North America

Ericsson (Lewisville, USA):Faced with increasing demand for 5G radios, Ericsson built a US-based, 5G-enabled digital native factory to stay close to its customers. Leveraging agile ways of working and a robust IIoT architecture, the team was able to deploy 25 use cases in 12 months. As a result, it increased output per employee by 120%, reduced lead time by 75% and reduced inventory by 50%.

Procter & Gamble (Lima, USA): A shift in consumer trends meant more complex packaging and an increased number of products that had to be outsourced. To reverse the tide, P&G Lima invested in supply chain flexibility, leveraging digital twins, advanced analytics and robotic automation. This resulted in an acceleration of speed to market for new products by a factor of 10, an increase in labour productivity by 5% year on year, and plant performance that was two times better than competitors in avoiding stock-outs during the year.

“This is a time of unparalleled industry transformation. The future belongs to those companies willing to embrace disruption and capture new opportunities. Today’s disruptions, despite their challenges, are a powerful invitation to re-envision growth. The lighthouses are illuminating the future of manufacturing and the future of the industry,” said Francisco Betti, Head of Shaping the Future of Advanced Manufacturing and Production, World Economic Forum.

Enno de Boer, Partner, McKinsey & Company, and Global Lead, Manufacturing, said: “The 69 Lighthouse manufacturers open a window into the future of operations. Though no industry is immune from digital transformation, four sectors are resetting benchmarks – Advanced Industries, Consumer Packaged Goods, Pharmaceutical and Medical products, and Heavy Industries. We are seeing a paradigm shift emerge, from reducing cost to more focus on enabling growth and environmental sustainability. The Lighthouses are proving that unlocking smart capacity through digital technologies is more effective than spending on capital infrastructure.”

The goal of the Global Lighthouse Network is to share and learn from best practices, support new partnerships and help other manufacturers deploy technology, adopt sustainable solutions and transform their workforces at pace and scale. The extended network of “Manufacturing Lighthouses” will be officially recognized at Lighthouse Live: Reimagining Operations for Growth at 14.00 CET/09.00 EST 17 March.

Together with a diverse group of experts and innovators, the meeting aims to initiate, accelerate and scale-up entrepreneurial solutions to tackle climate change and advance sustainable development.

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