Hammer of Technology

"Lucy, your language skills still need to be practiced..." Ning Wei smiled, then sighed, and said to himself, "Hey... Do I still have to tutor this woman in basic Chinese grammar?"

"What do you mean?" Lucy asked in a daze.

"It's very simple. Not only are you not qualified to observe this laboratory, but I'm not qualified either." Ning Wei said with a smile.

"Huh?" Lucy Ron was stunned.

Ning Wei let himself lean on the chair, and said casually: "Please note, my original words are that the outstanding students of the Ning class have the opportunity to work and study in our core artificial intelligence laboratory during the winter and summer vacations. There is no fixed format for future continuous tense in Chinese, but Ningban is still preparing, and the earliest winter vacation will be next year, so this is actually an expression of future tense.”

"And when I said that you are not qualified, I specifically used the word present, which represents the present. I can even say that currently no one is qualified to visit our artificial intelligence core laboratory, including me, because this The laboratory is still under construction. I recorded this video for the enrollment of the Ning class. I took you as an example, just to properly show how rare the opportunity to enter this laboratory is, so it is worth your time. Come to me angrily?"

Lucy Ron was stunned, so is it really possible to play Chinese like this?Is it true that she is too sincere?

"This……"

"What is this? Have you finished all the tasks assigned to you? There are so many students whose information needs to be sorted out. We must be responsible for all the children who are interested in the Ning class. Before the official interview, we need to do some research on those seedlings. There are questions for the written test, you must think more about it, you have to separate the levels and screen out the real talents, so hurry up and get busy? What are you doing here?" Ning Wei waved his hand and dismissed.

"Okay..." Feeling unreasonable, Lucy Ron nodded silently and responded, but after thinking about it, she probably still felt unsafe, and reconfirmed: "So, rather, in the future I You must be able to participate in the project research in the core laboratory, right?"

Ning Wei looked at Lucy Ron at the same level, nodded with certainty, and said, "Of course, but I also tell you very seriously that if you want to participate in these studies, you need to complete some procedures. Is this not too much?"

"Well! Then I'll go." After speaking, Lucy Ron turned and walked out of the office, and then found Liu Wei standing at the door of Ningwei's office, admiring the scenery in the yard.

"Are you afraid that I will beat him?" Lucy asked angrily.

Liu Wei hesitated for a while, and then replied sincerely: "Actually not, I'm afraid that some misunderstandings will cause you to be hurt..."

Lucy Ron froze again...

Liu Wei thought for a while and continued: "Actually, if you treat him as a human being, won't you feel a lot better?"

"You mean you don't treat Ning Wei as a human being?" Lucy Ron turned her head and looked at Liu Wei, repeating with a little doubt.

"En!" Liu Wei nodded frankly, and then replied: "He is now a national treasure, more precious than a panda, so try not to treat him as a human being, keep calm, and protect yourself from physical harm. You As a scientist, I should understand that if the national treasure of any country is threatened, even if the threat is small, it may provoke an overreaction. My task is to make the national treasure go wherever it goes without feeling that its freedom is not too restricted. The research and life you want.”

Lucy Ron was speechless, she looked at Liu Wei seriously, and then asked: "Then what will you do if this national treasure you protect does something illegal under your nose?"

Liu Wei looked Lucy Ron up and down, thought for a while and replied: "This... I think it should be impossible... According to my observation and understanding, Ning Wei is actually very self-disciplined, and her thinking is very traditional. If According to Huaxia's moral system, he is a good person, and I believe he will not do anything that violates his inner moral code."

"I mean if!" Lucy Ron emphasized.

Liu Wei was silent for a moment, then said seriously: "Oh, then I will escort him."

"Ah……"

"Don't be ridiculous, at least I can say it frankly. It is much higher moral than those people who are full of doctrine in front of their mouths and steal men and women behind their backs. Moreover, if Ms. Ron can develop an intelligent system similar to March for Huaxia, and Or if you make an achievement no less than [-]D silicon-through-tube chip technology, there will be people like this to protect you.”

"But I'm American."

"Huh? Isn't science regardless of borders? And if you really make such an achievement and are willing to give up your American citizenship, Huaxia is very willing to accept you."

"I……"

"At that time, I will sincerely welcome you to join the World Artificial Intelligence Technology Center."

"Forget it, I'm going to do something!"

"Thank you for your contribution to Ningban."

……

"...for any x, y∈D(A), Q∞ is the only operator that makes the following equation true, x, y∈D(A*),<Q∞x,A*y>+<Q ∞A*x, y>=-<Qx, y>, let EA(H)=span{e<h,x>}; h∈D(A*), and get EA( H) is dense in L[-](H, μ)..."

After bidding farewell to Lucy Ron, Liu Wei walked into Ning Wei's office silently, poured him a glass of water, and saw what Ning Wei was writing quickly on the manuscript paper, as always--unintelligible.

Liu Wei really admires Ning Wei's academic pursuit.

He is very sure that Ningwei will never do something illegal and disciplined like Lucy Ron said, and because he knows very well that Ningwei really spends all his time on Do his academic research.Ever since he was placed next to Ning Wei, the draft papers that Ning Wei threw around were already at least three meters thick.

Yes, those drafts and calculations that Ning Wei decided to throw away were carefully collected, organized by a special person, and then photographed and archived.Liu Wei didn't know how useful these manuscripts were, but he knew that some mathematicians were fascinated by them.

Of course, these were all agreed by Ning Wei. After all, in Ning Wei's opinion, there was really nothing special about his manuscripts.If there are any, they are also published in the paper...

If someone can grasp his thinking process through these manuscripts, he is actually welcome.This sorting out of the system can also save him a lot of time.

"Linear partial differential equations can actually be solved using the Green's function method, which is a strategy for solving these common problems and partial differential equations, which basically provide a template for proper solutions of such equations. This template can be approximated in a finite-dimensional space, reducing the problem from infinite to finite. There is no such template for nonlinear equations, so it is very complicated, but coincidentally, the neural network of the machine is very suitable for learning in finite-dimensional spaces. The nonlinear mapping between infinite-dimensional spaces. And the nonlinear operator between infinite-dimensional spaces can solve many problems in the field of computing science. It seems impossible to learn the nonlinear mapping between infinite-dimensional spaces based on a limited number of input-output pairs. possible, but being able to approximate it. The math is so fucking amazing..."

Ning Wei suddenly stopped writing and sighed, causing Liu Wei to fall into silence again.

The silence is still because his knowledge is not enough to understand Ning Wei's words deeply.

"Green's function? I only know Grimm's fairy tales..."

"Haha, Brother Liu, coincidentally, I also know Grimm's fairy tales, and you may not believe me if I tell you. I feel that I am walking on a road to the world of fairy tales these days. Director Tian's topic selection is really far-sighted. The more in-depth research, the better. Interestingly, a seemingly mathematical problem may make March a god-like existence. I have a feeling that when I raise this mathematical problem and solve it, it may really change the world.”

Liu Wei thought for a while, and seriously suggested: "Oh, Professor Ningwei, can you not raise this problem for now? Let's not solve it for the time being? The pace of the world is moving slowly, why don't you wait for it?"

------------

317 A special way to rub heat

I was talking about it today...

In fact, Liu Wei came here because she wanted to talk to Ning Wei about Lucy Ron entering the laboratory.To be honest, Liu Wei felt that Lucy Ron really didn't have the qualifications to enter, because the artificial intelligence core laboratory was actually kept very confidential.

It is not a big problem for students to go in for an internship. After all, the students are more obedient. As long as they are classified confidentially and let them do some basic scientific research outside the core laboratory to accumulate experience, it is very easy to manage.But ones like Lucy Rowan are not so easy to manage.

Given that Lucy Ron can be classified as an international friend, it's actually not very good to deal with the past like this.

Who knew that he poured Ning Wei a glass of water, and then Ning Wei began to discuss academic issues with him, which could scare people to death just by opening his mouth.Because Liu Wei stayed with Ning Wei every day, and often helped Ning Wei clean up his manuscripts, so he always had a channel to know something.

For example, think tanks have begun to analyze the social characteristics of the post-artificial intelligence era and the possible transfer of major social contradictions.

Technological progress has brought about social progress, and adapting to social progress often means changes in policies, laws and regulations.The simplest example is, if the self-driving technology is really mature one day, and the statistical statistics of self-driving can effectively reduce the number of traffic accidents and reduce the number of deaths due to traffic accidents and start to be implemented nationwide, then how should traffic legislation be managed?Who should buy the insurance?

How should a traffic accident occur when the driver is using automatic driving?Should the responsible person be the manufacturer or the owner or other traffic participants?If all are responsible, how is the responsibility distributed?If these problems are not resolved, the implementation of autonomous driving will have no confidence.

Obviously, once artificial intelligence is popularized, its impact will be far greater than that of autonomous driving.

The storm of persuading students launched on the Internet in March was no secret. Ning Wei didn't even hide it from the people around him, and it sounded the alarm for many people.Facts have proved that it is easier for machines to understand the push algorithms of various software than humans. Strong artificial intelligence like March can easily exploit the loopholes of these algorithms. Spread content.

This is like the fact that humans take advantage of the rules. The difference is that human beings are often smart when they take advantage of the rules, but March is really smart when they take advantage of the algorithm...

So this thing has to be managed, but how to manage it has to have a method, and there is no conclusion yet.

In other words, everyone still understands the first generation of March. If the second generation of March appears at this time, it may make people feel explosive.The most important thing is that there must still be worries.

It is naturally the best that artificial intelligence can benefit mankind. In case something goes wrong, whether the world's network security is enough for this thing to play requires a full risk demonstration.For the time being, Ning Wei has not been directly involved in the demonstration because he designed this thing, and Ning Wei has submitted a lot of materials to discuss March's thinking mode and how to limit March's Internet activities. It doesn’t make much sense to discuss it with everyone, because at present, no one except him dares to pat his chest and say that he must understand. This is actually a very embarrassing thing, because even if Ning Wei is a fool, it is difficult be found.

So at this time, more knowledgeable people are needed to judge and analyze this new technology. This is why Ningwei's discarded draft papers are collected. Maybe these discarded draft papers can be given to other mathematicians. Inspiration?

What's more important is that these manuscripts must not be circulated casually after they are archived. What if your own people are not inspired, but what if they inspire others?

So many people think that more people are really needed to keep up with Ningwei's thinking.Looking at the general direction, scientific progress must be good, but it must be done step by step. It is best to change things subtly and silently.Instead of sudden changes, causing social disconnection and chaos.Especially Ning Wei's age is too young, and being young also means that many times, thinking about problems is not so mature, which is not very reassuring.

The establishment of the Ning class early may not be without consideration in this regard, and even Tian Yanzhen asked Shang Ningwei to study a new topic together, and it may not be without the meaning of this aspect.I hope that Ningwei's speed can be slower, but I don't want to dampen the enthusiasm of young people. This is a painstaking operation.

It's a pity that Tian Yanzhen chose the topic quite coincidentally, and it happened to give Ning Wei some inspiration...

If it was not Liu Wei but Tian Yanzhen who was in the office at this time, he would probably have a very sincere discussion with Ning Wei: "Why don't we change the subject again? Let's change it to be more specific this time, lest you have room for free play."

But it was Liu Wei at this time, so he could only give advice straightforwardly, slow down, wait for this world, or wait for other people...

Even if there is an academic leader who can understand March's thinking and learning patterns and draw conclusions through the materials and background data submitted by Ningwei, it is also good.

"Wait for this world, Brother Liu, when did you become so artistic? Did you secretly go to the Lee Shau Kee Academy of Arts to attend lectures?"

Liu Wei didn't say a word... He couldn't answer those words.In fact, this sentence was also said by a big man in the academic world. This big man has retired for a long time, but he still has a huge influence in the academic world. Let’s put it this way, there were a total of 23 people in Huaxia who had won two bombs and one meritorious service. Scientists, there are only three left now.

It was one of the bosses who exclaimed this sentence. Of course, this boss didn't have any opinions on Ning Wei. On the contrary, the old man really admired Ning Wei to the core.Now, the happiest time for this boss every day is probably to listen to his life secretary tell him what Ningwei does every day, and the report on academic research can only be mentioned in one stroke, so the daily life of talking about a relationship with classmate Jiang It often makes the old man happy like a child.

As for why Liu Wei can know this...

Because most of these daily reports are written by him every day, and then send emails, there is a direct communication channel with the life secretary of the old gentleman.The two often communicate with each other about what the old man prefers to listen to, so sometimes the life secretary on the opposite side will talk to Liu Wei about what the old man said.

Of course, these are all hidden from Ning.After such a long time, the old man has never proposed to meet Ning Wei or anything, probably because he has his own considerations.For example, I was afraid that Ning Wei would be too embarrassing...

Fortunately, Ning Wei didn't delve into it, and laughed to himself: "Haha, I'm just kidding. I probably understand. The little cutie Sanyue is still too capable. Let him work harder in the field of scientific research first." Ning Wei Putting down the pen in his hand, he looked at Liu Wei with deep eyes.

Liu Wei suddenly had the feeling of Lucy Ron just now.

He shook his head, subconsciously ignoring Ning Wei's temperament of a superior, or scholarly temperament, and changed the subject: "Actually, I want to tell you that it's best not to give too much trouble to Professor Ron. Looking forward, there are still requirements to enter the core laboratory, and she really may not be able to pass the review."

Ning Wei smiled and replied: "It's okay, I told her that I have to go through some procedures to enter the core laboratory in the future, signing a non-disclosure agreement is a procedure, extending the contract is a procedure, and changing nationality is also a procedure. What procedures to do, I will make a judgment based on the situation at that time."

Liu Wei wanted to slap himself, where did he have the courage to remind the geeks who study mathematics?There's really nothing wrong with this logic.It's just that Ning Wei's words suddenly made him sympathize with this woman, Lucy Ron.Is this free teaching assistant going to be a lifetime?

No, it doesn't seem to matter to him.

"Okay, then I'll go first." Liu Wei decided to leave.

"Wait, did you say that I should wait for this world to be serious? Brother Liu." Ning Wei stopped Liu Wei and asked.

Liu Wei thought for a while, and then said: "I don't know much about scientific research, but I've heard a saying that if it's just theoretical research, it's actually not a big problem. It's just that if some technologies are to be widely used in society , some research and thinking are needed in the early stage to ensure a smooth transition, as if you have also considered this issue, but your own thinking is definitely not too comprehensive."

"Actually, there is also a reason why the future city project in Luopu County that you proposed in a whimsical way was approved as quickly as possible. It is not that you hope that this project will produce much economic benefits. Everyone hopes to see the basic logic of the city's operation and discuss it. In this way, a preliminary estimate of the operating mode of human society after accepting the existence of strong artificial intelligence is extended."

"So as far as this piece is concerned, it's actually not a big problem to ask a math problem, or even solve it. But if this problem can really improve March's ability, we still have to think about it first. Or It can reduce the impact to a controllable range as much as possible, and give everyone a buffer time to evaluate and adapt."

"Oh! I understand now, and I have a plan." Ning Wei nodded and said seriously.

Liu Wei blinked, did you understand?But why did he feel a headache when he heard Ning Wei say that he had a plan?

……

Whether you like Ningwei's style or not, this wave of popularity is still as hot as everyone expected.This somewhat offended many people, especially some highly educated people with a background in studying abroad.

Of course, Ning Wei probably didn’t feel too refreshed when the other side read those words. See what you can do. Going to someone else’s house to study is a waste of life. Only going to Yanbei University can you create a brilliant life?Especially for Huaqing's admissions teachers, they probably hated these videos to the core.

There are only so many outstanding fresh graduates every year, and the key students that everyone pays attention to are actually almost the same.Yanbei University did not sign one, and for them, it is equivalent to two less...

This is subject to suspension, there must be protests, and even many similar videos have been complained about, but it is open to question how effective it is, because the platform has not paid attention to it.

Fortunately, a major event finally happened in April. Two weeks after the ACM official announced that Ningwei became the winner of this year's Turing Award, Apple posted an announcement on the official website for the annual Apple product launch, scheduled for April 4. The day was about a week later than in previous years, but it attracted a lot of attention.

Because the focus of this year's Apple Spring Festival Gala is not the IPHONE, but the Apple iCARone, which is finally coming out after ten years of hard work, will most likely meet all consumers at this conference.Although it is not so clear on the official website, this is what it means inside and outside the words.

This somewhat grabbed some of Ningwei's popularity, there are still a lot of Apple fans in Huaxia, especially the group of people on the Internet.

Not to mention that electric vehicles are the most attractive topic. If Apple Cars can really achieve a four-digit cruising range as announced on the official website before, it will make Apple a spoiler to subvert the current electric vehicle market.

If coupled with the attention of Tesla fans, it is enough to make the attention of this Apple Spring Festival Gala in China soar to a terrifying level. After all, both are active people on the Internet.

Even Ning Wei is very interested in this press conference.

He is also looking forward to Apple's use of the design drawings in March to create a beautiful electric car in the past six months.If he is still satisfied, he still plans to order one, and he will buy it according to the highest configuration. He is not afraid that Apple will make money from him, and he will return it to him anyway.

In this way, under much anticipation, the Apple Spring Festival Gala opened.

This time is different from the past, Apple specifically chose the time to start at [-]:[-] a.m. New York time. This time happens to be the time when Huaxia can sit on the computer or take out the mobile phone to relax after a busy day. For Apple fans in Huaxia Very friendly.

But the friendliest thing is that the Apple Spring Festival Gala did not sell anything. When the time reached ten o’clock, there was no one on the rostrum. On the stage, this is going to go the way of the peak of the opening, directly attracting everyone's attention.In fact, it is similar to Ning Wei's March exhibition.

Ning Wei also saw this brand new Apple car while sitting in front of the computer in the office. In fact, he had a channel to witness the real appearance of this car in advance, and even directly retrieve the parameters of this car and even its Internal evaluation report, but I would rather not do this.

It will be more interesting to save the suspense until the moment when it should be revealed, especially since he can still participate in the discussion of the barrage, which is very interesting.

But even judging from the appearance, a group of data automatically emerged in Ning Wei's mind. This is related to Ning Wei's detailed understanding of the design drawings in March, but it is probably more due to the vision of a mathematician.In short, in Ning Wei's opinion, the shape of this car has basically reached the extreme of fluid mechanics, mechanical engineering and aesthetics. Of course, this is at the expense of part of the internal space. Obviously, Apple did not completely copy March's design. The design, at least in terms of styling, has undergone some changes.

This probably has something to do with Apple's consistent thinking, at least to achieve the ultimate in a certain point, even if it has to sacrifice some more practical designs.The choice of silver-white car paint is full of sense of technology.

So just relying on the appearance of this car, the people at the press conference have not yet appeared, and the barrage has already begun to become lively.Yes, in order to have a sense of ritual, Ning Wei also specially opened the barrage, but he found that most of the barrages were all kinds of unnutritious surprises about the appearance, among them "It's so beautiful!", "Apple is awesome ", and other content without nutrition occupy the vast majority of the page.

This makes Ning Wei feel that he is obliged to do some science popularization for everyone, so that everyone can understand why everyone thinks this car is so handsome when they see it...

Of course, this is actually a tiring task, so Ning Wei decided to hand over these tasks to March, and he was only responsible for providing some ideas for popular science to March.

"March, came out to help me post the barrage, let's first give you a few key points of popular science, such as what is the design of the front of the car, and then tell you about the optimization of the body beam section under the constraints of complex engineering, um, there are disturbances The design of the diffuser...well, let's start with reducing the windward area and greatly reducing the vortex generated by the air flow on the body, the formula is..."

"Meow, okay, Dad, I understand."

……

Generally speaking, posting bullet chatting is a very particular thing, because to ensure the continuity of the bullet chatting, a good rhythm is required. Many video software even limit the sending time of two bullet chatting from the same IP, but these are for three It is not a big problem for a month. Knowing that the bullet chatting rules are calculated in milliseconds, how to make the bullet chatting the best display effect can naturally be calculated quickly and rigorously to get the answer. The most important thing is that it can use multiple IP is used to operate to ensure that science popularization will not be covered by meaningless barrage.

So at the request of Ning Wei, countless Apple fans and technology fans who watched the Apple Spring Festival Gala simultaneously on the live broadcast software began to welcome the baptism of science.

"Meow, do you think this car is very beautiful? For example, the streamlined shape of the front is pleasing to the eye. What science and aesthetic principles are involved in this? Understand a Bernoulli's law, that is, in a fluid system, such as air flow, water flow, the faster the flow rate, the smaller the pressure generated by the fluid, this law is widely used in the design of various vehicles, including aircraft..."

……

It must be admitted that March is extremely hard-core in science popularization, or that there is absolutely no tool in the world that is more suitable for science popularization than March, even if the platform used for science popularization is just a fleeting barrage, But the right speed, bright red fonts and special typesetting can definitely attract enough attention, not to mention that the content of the speech seems to be extremely cultural...

At least it made Ning Wei very satisfied. Although the barrage does not support complex formulas, Sanyue still managed to simplify some mathematical symbols and type them on the public screen, and quickly gained everyone's attention...

The style of barrage is also changing rapidly...