The end of technology.

Third, whether it is a university professor or a researcher in a research institute, they and these big companies have a complementary relationship with each other.For these well-known experts, everyone will have a good relationship with these big companies when they have completed the project and need to invest. Naturally, it is the best.

So during this time, there will be such internal meetings held in the hotel every week, and the two sides will communicate with each other about the research results of turbulence algorithms.

Sitting at the oval conference table at this time, Conan Lamar, a senior researcher at the School of Computer Science at Berkeley, is a world-renowned computer and mathematics expert and the 2007 AM Turing Award winner. There are many creative achievements in decision tree algorithms.Many key technologies, including Google's search engine, are developed based on the computer scientist's theory.

"During this time, I worked with Professor Ethridge to classify these codes according to the functions they implement, and summed up nine formulas and corresponding function configurations, as shown in the figure."

After Conan Lamar worked a few times on his computer, the big screen behind him projected what was on his laptop.

"We can believe that these nine formulas and their final results are the key to realizing the functions of the algorithm, and even by deciphering the meaning of these formulas, we can thoroughly understand the creative ideas and thoughts of the author of the algorithm, and thoroughly understand the algorithm. Unfortunately, for the next three days, our research on these formulas was bogged down."

"These are all formulas that we have never seen before. Taking Formula [-] as an example, it is obvious that its scope of application should be the crepant solution for surface singularities. I believe everyone knows that the difficulty is that such surface singularities The point solution is to calculate the Hurwitz-Hodge integral, but applying this formula, we found that the relevant results can be easily obtained. This is a great formula, but the problem comes, we do not understand the meaning of inserting this formula in the algorithm.”

Having said that, Conan Lamar moved his stool and his expression became more serious.

After thinking for a while, he continued: "Most of the other formulas are similar, and you can record these formulas and function configurations. I think the focus of our work next is to understand and prove these formulas to think about them. How to make the algorithm realize these functions. In addition, our research found that according to the mathematical structure it parses, the functions of the turbulence algorithm may be more than what everyone knows now. Or the ability of the algorithm is underestimated..."

As soon as these words fell, someone raised their hands.

Conan Lamar glanced at the other party, saw that it was Cisco's chief technology officer, Myron Kermit, and nodded at him, motioning him to speak directly.

"Professor Lamar, when you say that the algorithm's ability is underestimated, do you mean that the algorithm itself has the ability to be hidden, or that the author of the algorithm... um, did some tricks through various means? For example"

It's probably not an important issue for Conan Lamar, but it's too important for Milen Kermit, and it's about his job.

Conan Lamar took a deep look at the chief technology officer, then shook his head simply and said: "I don't know, what I actually want to say is the intelligence of the software itself. According to my understanding of these formulas these days , as well as some analysis of the code variables, the decision-making process of the whole algorithm when it works is very interesting.”

Having said this, Conan Lamar showed a hesitant look on his face, and then shook his head and said: "The working mode of the algorithm has the shadow of artificial intelligence, but its decision-making mode is not some of the methods we know now, such as artificial intelligence. Neural Networks, Bayesian, Decision Trees, Hierarchical Clustering, Association Rule Learning, etc., or the author incorporates these formulas... I don't know, because I still can't understand these formulas so far ."

Everyone at the answering meeting began to look at each other.

It is somewhat frustrating when a top industry leader analyzes these algorithms and even arranges a series of formulas, but still finds nothing.

It seemed that the atmosphere in the conference room was not right, and Conan Lamar immediately said: "Okay, ladies and gentlemen, although we don't understand these formulas for the time being, there may be omissions in them, and we still have time to continue to study them. The fact that our work is very productive. I have a feeling that when we can prove these formulas, we can crack the whole algorithm.”

The meeting entered into a garbage time of mutual discussion.

Actually there is really nothing to say.

The result of nearly a month of research is that nine formulas have been set, and these formulas have not been cracked.

Really speaking, this is like the creator's mockery of the scholars Chi Guoguo: "I have clearly disclosed the code and put it in front of you, but you can't analyze the truth and truth."

This is actually the same as Einstein's publicizing the formulas of relativity, Schrödinger's design of the cat that lives and dies, and Ramanujan writing thousands of formulas, but most scholars of the same era can't understand them...

It seems that some people's talents are so helpless, and the dimensionality reduction blow beyond the times will always make contemporary scholars feel all kinds of helplessness easily.It's like a war between gods and mortals can't participate.

……

The meeting soon ended in discussion.

The formula developed by Conan Lamar was emailed to everyone involved in the meeting.

This is the focus of everyone's next work.

After the meeting, Conan Lamar stopped Cisco CTO Myron Kermit, who was about to leave.

"Malun, I'll take you a few minutes, we need to talk."

The two are Berkeley alumni and have known each other for a long time.

In fact, this time Conan Lamar to lead the entire cracking team was the first suggestion given by Milen Kermit.

"Well, something important?" Myron Kermit asked, and Conan Lamar's serious expression made him feel a little uneasy.

"Very important." Conan Lamar nodded.

"Going for a drink?"

"I thought about it with me."

……

Hilton Santa Clara Hotel not only has meeting rooms, but also bars.

After finding a corner table and sitting down, Conan Lamar ordered two of Hilton's signature cocktails - Blue Hawaii, and offered two ten dollars for a generous tip, then took a sip from the glass. After that, he said to Myron Kermit: "Cisco's equipment that uses the so-called extreme security algorithm has already started to sell?"

Myron Kemit nodded and said: "It is said that many contracts have been signed in many European and American markets. I don't know the specific contract details, but I know that the relevant departments of the company are currently planning a new network layout for the New York Stock Exchange. The equipment replacement plan is probably the most important order at the moment. In addition, there are internal sources that we have recently grabbed a large order from Samsung Telecom Italia Group, and their previous partner was Huaxia Youwei Group. "

Conan Lamar looked a little hesitant, and said after a moment: "Millen, do you think it is possible to persuade the company's board of directors to temporarily abandon the laying plan of new equipment and postpone it for a while. At least we have to wait until we understand these mathematical formulas and code structure thoroughly. ."

Myron Kermit frowned. Of course he understood what Conan Lamar meant, but he just shook his head slowly.

"Impossible, Conan, the board of directors is unlikely to agree. Last week, the development department has perfected the new design, and orders have been placed. Our Texas factory and India factory have placed massive orders to the global supply chain. There are those foundries. Not to mention the contracts that have already been signed. If it suddenly stops at this time, the company will suffer huge losses, and no one can bear the losses and no one is willing to be responsible.”

Conan Lamar was silent, picked up the wine glass again, took a sip, looked at Milen Kermit seriously, and suggested: "Then, Milen, resign, find a reason to resign as soon as possible, get out quickly, I recommend that you go back to school and become a respected professor, not in that position."

Milen Kermit was stunned, and took a while to react, and asked: "Conan, this is not like what you said, you are really pessimistic to this point? Isn't your work progressing all the time? Including The formula introduced today..."

Conan Lamar twitched the corners of his mouth, revealing an extremely ugly smile, and said: "Millen, this is not pessimism, but reality, do you understand? I can feel that there is some wonderful mathematical logic in these codes. , I also believe that these problems will be solved eventually, but it will take time! It will take a long time! And this time is likely to be calculated in years.”

Myron Kermit took a deep breath, and then gave his own suggestion: "Then what if you increase the number of people? Expand the team to involve more scientists? I think this will definitely speed up the efficiency, maybe …”

"It's useless, even if you can invite all the top ten professors in the United States!"

Conan Lamar interrupted Mellen Kermit directly, then shook his head and said: "You only focus on the specific technical details and do not do theoretical research for a long time. You don't understand the difficulty. These problems have been It’s not just by manpower that can shorten the time. It’s like at least thousands of mathematicians around the world are studying Gocha, but is there a result now?”

Myron Kermit obviously disagreed with this sentence and retorted: "But Guess it's different from these, right?"

Conan Lamar sneered: "Why do you think it's different? Is there a difference between the mathematical ideas of the same author? In addition, I ask you, what we are studying now is only what others have generously shown us. Content, it may take us years to decipher this part of the content to understand the author's true thinking, so what about the content that he deliberately concealed?"

This rhetorical question made Milen Kermit suddenly speechless.

Conan Lamar picked up the glass, drank it all in one gulp, then stood up, and said to his friend who was still sitting across from him: "Myron, we are friends, so I will give you this suggestion, resign as soon as possible. The day after tomorrow at the latest, I will also find a reason to leave the expert group. Not only because I don’t want to pay a lot of commissions for nothing, but also because I don’t want to connect with the author of the algorithm in this way. Some geniuses, they can really not talk about anything reason."

Then, the math and computer expert made a conclusion in a very positive tone.

"Because what they say is the truth."

……

Huaxia, Beijing, Xixiang Speed ​​after-school tutoring center.

This is exactly the extracurricular tutoring center that Chen Yonggang recommended to Ning Yu. Although it is not well-known and cannot be compared with those listed group companies, and it only focuses on offline tutoring, the scale of the tutoring center is not small.

It has three floors of a commercial apartment, with more than 20 classrooms and [-] student dormitories.

After Ning Ruo's visit, he borrowed the office of an admissions director of the center to meet with Ding Yulin.

What made Ning Ruo happy was that even though his grades were not good, Ding Yulin didn't have the pretentiousness of ordinary girls. At least he seemed to have come out of his grief. When he saw him, he didn't have much pessimism and depression. Still holding back some excitement.

"elder brother."

"Well, sit down."

Ning Yu pointed to the opposite stool like a teacher.

Ding Yulin sat down obediently.

"I will communicate with your teacher once a week. Your performance has been good in the past week. The teacher said that you can basically pass several major subjects."

As soon as I came to talk about academic performance, it was obvious that this half-year-old little girl was still a little disappointed, she just nodded her head with a pouting mouth.

"Progress is worthy of recognition, but it's not enough. I'm not going to help you decide. You can choose your future path. I have transferred your student status to the capital. Now you have two choices. Go to a normal junior high school and follow the previous plan. Continue to go to the second year of junior high school; the other is to choose a good junior high school, but start from the first year of junior high school. Which do you choose?"

Ding Yulin thought for a while, then looked up at Ning Yu and asked, "But is there a good junior high school willing to accept me? And it seems that school has started now."

Ning Yu was very relieved, at least this younger sister had self-knowledge.

"This is not something you consider. Since I asked you, I must be sure."

"Then I'll start over from the first day of the new year." Ding Yulin replied murmured.

Ning Yu nodded, then stood up and said, "Go and pack your things. I'll arrange a new place for you. Next, you have to prepare for school."

"Then I'll go and say goodbye to Teacher Su first?"

Ning Zhi thought for a while and said, "I'll go with you."

……

"...Yu Lin is actually very obedient, but she probably belongs to the kind of person who is naturally insensitive to mathematics, but has a good memory, especially her sense of language is actually very good, and she can read the feelings contained in the text keenly. In the future, I would recommend her Develop in the direction of liberal arts.”

Ding Yulin was taught by a retired female teacher in her 60s who spoke slowly and clearly.After Ding Yulin said goodbye to the teacher, he went to pack his luggage. The teacher Su stopped Ning Yu and patiently analyzed Ding Yulin's study situation.

"Thank you, Teacher Su." Ning Ruo sincerely thanked him.

"Another important point is that Yulin is a child with great language talent. Her English has improved very quickly, especially her spoken language. When her interest is stimulated by watching movies and listening to various English programs, Yulin shows In addition, in order to test her language learning ability, I also arranged some Japanese courses for her in her spare time, and she completed it very well. If there are opportunities and conditions in the future, it should be in this regard Focus on cultivating.”

Hearing these words, Ning Yu suddenly realized how lucky it is to have an excellent, responsible and experienced enlightenment teacher.

After all, taking the initiative to explore the advantages of students has never been experienced in Ning Ruo's education career.

But thinking of this one-to-many tutoring model, Ning Ruo was relieved.

How many children in this world can enjoy this kind of full-time tutoring in tutoring institutions with teachers alone and patiently?

When a teacher only needs to face one student, and the teacher happens to be very responsible, the advantages and disadvantages can indeed be discovered.

……

Ning Ruo took Ding Yulin directly to Yanbei University.

He planned to let Ding Yulin live with Ning Xiao temporarily.

If the dormitory provided by the school is not big enough, then just talk to Fan Zhenhua about whether the dormitory can be made bigger.

Regarding the question of Ding Yulin's reading, he planned to find a solution with Professor Fang Xu.

Ning Zhi didn't think that this was scouring the wool, but an equivalent exchange.

Fan Zhenhua had promised that the arrangement of Ning Xiao would definitely satisfy the siblings, and the accommodation arrangement was of course included.

After Ning Yu published the paper, Professor Fang sincerely expressed that Ning Yu must find him if he needs help in the future.This time it happened to meet Professor Fang's request.Whether it's logic or reason, there's definitely no problem.

The only thing he didn't expect was that when he was dealing with Ding Yulin's problems, Dominette Duncan would go to him, and with the help of March, he walked into his room and was full of the words written by his manuscript followers. interest……

Chapter 088 When the cat wants to cheat people

Yanbei Sports University, guest house.

Dominite is uploading the picture that only contains a few sentences in Chinese to the computer with a devout attitude, and then starts to use Google's intelligent recognition function to extract the Chinese characters in the photo, and then put these Chinese characters sentence by sentence. copy and paste into Google Translate.

Soon, Google had the results.

Three sentences were written on the manuscript paper...

"If there is an insurmountable gap in the level of civilization, then there is a high probability that it will end at the end of mathematical research."

"The definition of higher-order mathematics, I guess, will probably be expressed in the most natural geometric form, so that the study of numerical values ​​must be more realistic."

"People who are moved and truly happy when they see a beautiful heart are often more sympathetic than those who cry over a sad picture."

Still don't understand, still shocked.

What are 20-year-olds thinking about right now?

Really, Dominion Duncan couldn't help thinking about his 20th year.

Although he had successfully entered the Berkeley graduate school at that time, he thought more about topic selection.He even remembered that all he considered at that time was to choose one of a problem in the Lie group and a problem of the ξ function as a postgraduate subject.

But now Ning Zhi is thinking about the problem of mathematics research to the extreme.

Dominette suddenly felt that the IQ gap between humans and humans could really be bigger than the IQ gap between humans and dogs.

Is this Nima still letting people live?

Just when Dominite was feeling sorry for himself, the phone that was beside him rang.

Dominette glanced, and the phone note was Ernest (Fermi).

This also reminded him immediately of the identity of the other party and the experience of his acquaintance.

Harvard invited three senior researchers from Fermi National Laboratory to give lectures at the school the year before. Dominette also attended the lecture and invited Ernest, who was the lecturer at the time, to his lecture after the lecture. The office chatted for about half an hour, and then the two exchanged numbers.

It's just that there was almost no contact between the two after that exchange, but he still took a deep breath, stabilized his emotions, and answered the phone.

"Hi."

"Hello, Dominite, I haven't contacted you for a long time. I heard that you went to Huaxia recently?"

"Huh? You already know the news?"

"I just finished reading that paper, and I saw you not long after I opened the test record video. I suddenly remembered that I left your phone number, so I wanted to ask you about the test situation at that time. Well, you should know Which experiment am I talking about?"

Of course Dominette thought of it, but he was still surprised and asked subconsciously: "Ning's paper on controlling lightning has been published in Nature? Is it so fast?"