Rule system

Hotel restaurant.

Seeing Zhao Yi's departing figure, Qian Hong didn't react for a moment.

She mulled over the question of 'long left leg, long right leg', and with confusion stood up and took two steps, whirling around and frostily asked, "My two legs are not the same length?"

"Pfft!"

The two sisters burst out laughing at the same time and quickly took Qian Hong to sit down.

The three of them began to whisper.

The two sisters were laughing all the time, and one of them was shaking her shoulders, and seemed to be having a hard time holding back her laughter.

Qian Hong knew the meaning of 'brain teaser' and became extremely frustrated, gritting her teeth and staring at the door, but it was just empty, and Zhao Yi had already gone home.

Qian Hong felt very depressed.

She had brought her sister together to 'find face', not really to get anything back, just to make each other feel 'shy', momentum is also good to press past. It's a good thing that she's a doctoral lecturer who always loses to an 18-year-old boy.

Now ...... seems to have lost again!

Anyway, after talking for a long time, the other party didn't move at all, and she felt ashamed when the other party said something before leaving.

If this gets out, ......

When Qian Hong took a glance down, she didn't know what exactly she was looking at, and her cheeks became a little redder.

In the 'secret laughter' of the two schoolgirls, Qian Hong returned to the room with embarrassment, she immediately checked the Internet and found that there was no same.

"Did he think of it himself? Written and directed by yourself? This is too ...... perverted!" Qian Hong suddenly raised Zhao Yi's 'ability' level by several grades.

She couldn't understand it.

If a bad student who didn't study hard and mixed up in society had so many complicated things in his head, it was still understandable.

Zhao Yi?

For all this guy's accomplishments, he probably started studying seriously when he was young, and studied until he was eighteen, without missing a single minute, plus he had a burst of inspiration that made it possible.

But why is there still so much shame in his head?

If the other person is a peer, Qian Hong's heart will only feel angry, if it is an eighteen-year-old boy, her heart will only be embarrassed, as if she was molested by a younger boy, say it will also make people think that it is her fault, even if something happened is also her 'advantage'.

Anyway, it's depressing.

The younger one is justified!

Zhao Yi didn't know that a quick turn of the brain would bring so much trouble to Qian Hong, and even if he did, he would pretend not to know.

He just came up with a very pure and ordinary brain teaser, "Which is higher, the letter A or the letter C?".

"Answer: c."

"Reason: ABCD."

As for why the metaphor is made of Rainbow Qian's leg, it's just because it's out to Rainbow Qian, and the title sounds more graphic when it's made of a real thing.

And ......

The most praiseworthy thing about Qian Hong's body is her long legs.

So he was only in the process of asking the question, incidentally, to send an admiration for Qian Hong's body. Isn't it a tradition for ancient gentlemen to describe a woman's beauty in poems, articles, and titles?

Gentlemen love to pursue slender girls.

There is a beautiful woman in the north, unique and independent.

The beautiful smile and beautiful eyes are looking forward.

The shyness of the girls in the throats, the years are free of sorrow.

I'm not sure if I'm going to be able to do that. I'm not sure if I'll be able to do that, but I'm sure I'll be able to do it.

And so on.

Anyway, a lot.

I'm not sure how much I'll be able to do this, but I'm sure I'll be able to do it again.

Of course.

Don't let others know about the three learning coins obtained from yesterday's violence.

The next day was the academic conference on artificial intelligence.

Because the number of participants reached about five hundred, the organizer, Jincheng University, decided to have the academic lectures in two large venues, and there will be several small venues for the guests to use.

Many people in China know that Zhao Yi and Yanhua University go in together, and the university is likely to attend Yanhua University, so they simply arranged Zhao Yi and Yanhua University together.

When Zhao Yi came in the morning, someone was already giving a speech, but because it was a 'warm-up small role', not many people were listening seriously below.

This is not disrespectful, but a normal phenomenon in academia.

Most of the research results of graduate students and doctoral students, in the eyes of the top people in the field, are nothing at all, and the research results of some small labs, the key labs may have been there for a long time, but for some reasons are not made public.

In addition, most of the research results are actually meaningless.

The people who go on stage to give 'warm-up speeches' also know that their speeches are hard to attract attention, and they don't have much energy when they speak, as if they are playing a soundtrack to the 'discussion' in the venue.

Zhao Yi walked in during the 'soundtrack', he took a glance at the venue, walked directly to Qian Zhijin, and was stopped when he was almost there.

"You are ......"

Zhao Yi took a glance at the person who stopped him and realized that he had never seen him before, and then looked around and noticed Professor Liu He Min inside.

"This way!"

He Min Liu waved toward Zhao Yi, gesturing for him to sit in the empty seat next to him.

Zhao Yi made an apologetic gesture to Qian Zhijin, who was greeting him, and then sat down, and Professor Liu immediately helped introduce him, pointing to the middle-aged man at the far end who reached out to stop Zhao Yi, "You should meet him. This is He Mingcheng's student, Ying Huaguo."

Professor Liu didn't recognize Zhao Yi as He Mingcheng's student, and just as he heard that He Mingcheng later disowned him again, he commented faintly in his heart, "This old guy still has face!"

In fact, He Min Liu had long wanted to have Yi Zhao as his student, and had the intention to let him apply to the University of Science and Technology, so that he could then come to the laboratory to help him, but later exchanges revealed that Yi Zhao's ability was really too strong.

Although his age limits his knowledge, some of his ideas and occasional inspirations are really astonishing.

For example, the effective and irrelevant progression screening method.

This kind of computer algorithm is not something that most people can work out, and most people don't even think in this direction, but in the process of studying the Rubik's Cube algorithm, Yi Zhao has summed up the core set of screening methods.

This is the ability.

Knowing that Zhao Yi had researched the screening method, He Min Liu regarded him as an equal and communicative object, and had no more thoughts of accepting students.

When he heard that He Mingcheng had taken Zhao Yi as a student, Liu Helmin could imagine how unhappy he was, but considering that He Mingcheng was a master of fuzzy mathematics, he could indeed guide Zhao Yi.

As Confucius said, "A trio of people will have a mentor in me," which made me feel better.

The good thing is that He Mingcheng still has face.

When Zhao Yi publicly cracked the Jiao Gu conjecture, He Mingcheng immediately said that he was not qualified to be Zhao Yi's teacher.

That's right!

Zhao Yi did not know Professor Liu's complicated heart. After he heard the introduction, he shook hands with Ying Huaguo and looked at each other carefully.

He knew Ying Huaguo.

During the process of winning awards abroad, he said that the teacher he respected most was He Mingcheng, and only later did the term "He disciple" come into being.

Ying Huaguo is also the most accomplished. He is not only the chief researcher of the Academy of Sciences, but also the director of the Institute of Software of the Academy of Sciences, which is even higher than Professor Liu.

Ying Huaguo's gaze towards Zhao Yi was full of admiration, and after the introduction, he opened his mouth to talk about Professor Liu's research on evolutionary algorithms.

This is the main project of the Academy of Sciences in the field of artificial intelligence.

The surrounding dozen people are all Academy of Sciences, including researchers, associate researchers, and several are doctoral students and working postdoctoral, the content of the research is related to artificial intelligence algorithms, because Zhao Yi became the core, what they talked about is related to the screening method, also because the screening method in the field of artificial intelligence algorithms, are recognized as an 'indispensable' part.

In the field of artificial intelligence, no matter what kind of algorithm is used, the purpose is to be 'more intelligent', just like human beings do screening of the knowledge in the brain, artificial intelligence must also do screening in order to come up with concise and useful information, and the large amount of information without screening will only cause internal information confusion.

The previous AI algorithms were mostly related to database calls, information comparison, etc. The filtering method did the most direct 'elimination'.

Of course.

There are pros and cons.

If the key information is eliminated, it will directly cause the error of intelligence, the detailed design of the algorithm design process, instead of becoming the most critical part.

This is also one of the reasons why Yi Zhao does not care about making the algorithm public.

Other people know the algorithm, they just know how to do it, the details still have to deal with their own, just like building a house, everyone knows what the house looks like, can be compared to build, specific is to build a skyscraper straight through the clouds, or a poor grass hut, it all depends on the ability level.

Yi Zhao talked about this issue.

When it comes to the screening method, that is, Professor Liu can occasionally say a sentence, the others can only listen to the side, but also feel a lot of gains.

They do not feel that they have a high opinion of Zhao Yi.

In fact, a lot of people in the academic community consider Zhao Yi as 'lucky', because his resume is blank, and his age is really too young, and it is hard to understand how an 18-year-old student can research so many powerful results without adding his own.

Now they took it for granted that Zhao Yi was indeed not very old, but his understanding of algorithms was already top notch.

The morning passed like this.

Zhao Yi sat next to Prof. Liu, and listened to two lectures, one was a professional algorithm lecture, which was indeed a bit innovative, the other one felt like not a lecture, but an outlook on the application and development trend of artificial intelligence.

This kind of lecture is not for people who do research.

Zhao Yi asked to know, is a technology company boss, because and universities have cooperation, on stage is more to do a little publicity.

What he was promoting was not a brand, but a person, facing the media and ordinary people.

This kind of speech is indeed very popular with the media, because the ordinary people simply can't understand anything too professional.

In fact, those who do research know that similar speeches are tantamount to no content.

Future Applications?

Development?

As long as the technology is good and everyone knows how to use it, artificial intelligence is really powerful, but as long as there is a real research breakthrough, it will be very powerful.

For example, the direction of image information processing in the computer field.

Who dares to say it is not powerful?

Computer-based hardware technology is what supports the development of software technology, while artificial intelligence, no matter what, the academic point of view is also biased towards software.

If the processing of image information can have a big breakthrough, it will certainly be quickly applied to a variety of devices, hundreds, tens of times faster than the speed of popularization of artificial intelligence.

Therefore, the future of any technology can be seen as academic 'mantra, official language', which sounds like a powerful appearance, but the actual meaning is very small.

The key is still a technological breakthrough.

If there is no technical breakthrough, just talking about the application and development is to play a rascal.

In fact, in the field of artificial intelligence, at present, the domestic large technology companies, related investment is not much, most of their research investment, or in the underlying hardware technology research and development.

Most of their research investment is in the underlying hardware technology development. Because software is hard to say.

If you invest most of your money without corresponding returns, your investment will be like floating.

This is one of the reasons why most computer labs can't make ends meet, and it's hard for them to get outside research funding.

On the other hand, some small entrepreneurial teams will focus on the research and development of a particular technology, such as Yuan Zhongchen's team, which has been developing a robotic operating system, as a result of the 'uncertain future', the board of directors of Zeus Corporation, decided to go out independently as a 'partner'.

This kind of small team is not afraid of failure, a gamble on success can be bigger and stronger, the impact of failure is not big.

Large companies need to consider a lot of things, while some companies simply 'bring it on', found to have the ability to enhance the technology, directly 'buy, buy, buy', 'acquisition, acquisition, acquisition', through the crushing of capital to achieve technically do not lag behind others.

Let's just say that ...... stands differently.

Noon.

After Zhao Yi ate lunch, he went back to his room to take a nap, and arrived at the venue just in time for his speech, which was at three o'clock.

When he walked into the venue, Zhao Yi was slightly surprised, the number of people in the venue was much higher than in the morning, there were still many empty seats in the morning, but now it was overcrowded.

Zhao Yi couldn't help but lament in his heart, "Am I already so popular?"

He walked on stage with a smile on his face.

Over the past year, he has been the highest achiever in the field of mathematics and computer science in China, whether it is effective and irrelevant feed screening, cracking the angle valley conjecture, or the newly published 'Irregular three-dimensional tremor waveform diagram', all of which are top research results in the international arena.

One person, in one year, several top research results, he wants to get no attention.

At the same time, there were also people who were dissatisfied with Zhao Yi, such as Professor Feng Mingyu of Jining University.

Feng Mingyu commented on Zhao Yi's mathematical level, and was quickly beaten by the '3D tremor waveform diagram', which led many people to laugh at him for his insight.

Is it difficult for Zhao Yi to achieve mathematical results in a short time?

The result!

In less than a week or two, Yi Zhao was able to shape the function based on Riemann's conjecture to cover a broader range of prime numbers than Riemann's conjecture and to appear more concise.

Of course.

Others also know that the 'three-dimensional tremor waveform diagram' was not immediately researched, but the understanding of Riemann's conjecture must be at the top of the world to have shaped such a function.

Could such a person say that his 'mathematical foundation' was not good enough?

Yi Zhao took the stage after some preparation.

The reaction in the room was very mild, and the applause was also very moderate, but everyone was watching the stage carefully, wanting to see what exactly Yi Zhao was going to present.

Yi Zhao opened the prepared PPT and started his prepared presentation.

Two key words-

Fuzzy math and efficient and irrelevant progression screening.

"Artificial intelligence, an important research direction, is to make intelligence close to the human way of thinking in order to produce 'human-like' intelligence."

"Human thinking and computational patterns are best outlined by fuzzy math, and when combining fuzzy math and filtering, we can get a 'human-like thinking' ground algorithm."

"I have named it the 'Fuzzy Algorithm'."

After a brief introductory speech, Yi Zhao expanded on the 'fuzzy algorithm', extending it to the specific implementation of the algorithm and what kind of fields it can be used in, and he focused on 'image recognition'.

Image recognition' is a very big topic, and the research result of Yi Zhao is to recognize objects, so he talked about it and explained how the algorithm can be used.

Mr. Zhao spoke very quickly.

Because the academic lecture time is half an hour, the organizer suggested to control it to less than twenty minutes, some things simply jump to say, it does not matter if the people in the audience can not keep up, there will be a video of the lecture, you can take your time to watch, slowly to understand.

The reaction of the audience was good, and many old professors started to record, obviously very interested in what Zhao Yi said.

Twenty minutes later, the speech was over.

Then it was time for questions, and many people raised their hands to ask questions, and the moderator helped to count a few people.

Yi Zhao answered patiently one by one, and he explained clearly without any hurry or delay.

The moderator spotted Professor Feng Mingyu in the front row, Feng Mingyu is still very famous, he is a top figure in computer mathematics, the first field of research is differential equations, later in the field of mathematical modeling and data mining, and has achieved influential results.

Feng Mingyu opened his mouth to ask a very critical question, "Fuzzy mathematics, with the word fuzzy, means that the results may not be correct, but what the computer needs is accuracy. A system built with fuzzy algorithms can have a lot of errors, right?"

Zhao Yi didn't know Feng Mingyu, and felt that the other party had asked a good question, he nodded his head and said, "Yes, the probability of error is indeed not low, but we know that the human brain can also make mistakes."

"Just like judging a sapling, and what specific species it is, many people might just recognize the wrong thing, which is very normal."

"Nowadays, using traditional algorithms, it is almost impossible to distinguish in detail, so the fuzzy algorithm is a choice, but also the choice that is closest to the way humans make judgments. And our goal is to reduce the amount of computation and at the same time reduce the probability of error."

"In fact, as long as the program will have errors, the most important thing about the fuzzy algorithm is that the computational amount is low, and the computational amount is tens or hundreds of times less in identifying the items than the way of pouring a large number of pictures to distinguish."

The crowd in the audience couldn't help but nod their heads as they listened.

Indeed, humans make mistakes when making judgments, and so do rigorous programs.

It is normal for fuzzy algorithms to make mistakes, but the most important thing is to reduce the calculation amount.

Feng Mingyu didn't sit down, but continued to ask, "But if you just recognize still images, how much difference is there between fuzzy algorithms and ordinary algorithms?".

"Good question!"

Zhao Yi was surprised to see Feng Mingyu. His presentation was all about algorithms, not about data transmission, which other people would understand as 'still images', i.e., ordinary pictures.

This is mainly because saying 'dynamic image recognition' seems to be a bit of advertising for his own research results.

Zhao Yi didn't think it was a good idea to advertise at an academic conference.

The professor in front of him seems to be paving the way for his own advertisement?

"Qian Zhijin didn't arrange this, did he?" Zhao Yi looked at Qian Zhijin with confusion, thinking that the other party's character was indeed capable of doing such a thing.

Okay.

Whatever!

Zhao Yi replied with a smile on his face, "That's right, on the dynamic image recognition, there are more conditions to support, the fuzzy algorithm for the identification of objects, it is more effective and faster, computationally speaking, perhaps hundreds, thousands of times less, or even more."

Feng Mingyu's face showed pride, he felt that he had asked the key point.

It would be best if the other side admitted it!

He immediately continued, "As far as I know, the technology for dynamic image recognition is just in its infancy, so is it too far ahead of the curve to talk about dynamic image recognition algorithms?"

Another thing he means is, "No matter how good the algorithm you study is, it's useless, there's no way to apply it to reality."

Exactly.

Computer technology is booming right now, and the most important thing is not the underlying theory, but the practical application.

There is a difference between this and math and physics.

The most important thing in mathematics and physics is the theory, because the application is far behind the theory, and a new theory may represent a broad future.

Computers are different.

Technology companies will only support technology that can be utilized, and what exists in the theory will not get financial support at all, while with the support of the rapid development of hardware technology, the theory can be easily researched.

In short.

Feng Mingyu expressed the meaning is, "What you are saying no matter how smallpox, is the general things in the water, can only look at and understand."

Zhao Yi smiled instead.

Now he was incomparably sure that the person in front of him was the 'trustee' hired by Qian Zhijin, a very noble and dedicated provocateur, otherwise how could he always ask the key?

This is 'forcing him to advertise'.

We have to do it!

Zhao Yi was silent for a short while, but still spoke, his tone all with helplessness, "I have mastered the dynamic image analysis technology, and made a robot that can recognize objects."

Among the Yanhua University team off stage, Qian Zhijin stood up sharply and announced loudly, "That's right, our Intelligence and Automation Lab, in technical cooperation with Zhao Yi, has produced a robot that dynamically recognizes objects, and the robot also has a very powerful way-finding function, and is able to shop in the supermarket like a human."

"Our first technical test is scheduled for the tenth of next month, and those who are interested can come to Yanhua University to watch it."

Zhao Yi stood on the stage and opened his mouth, showing an expression of 'this has nothing to do with me', he deeply despised Qian Zhijin's character.

This was an academic conference!

It's no big deal to hire an 'exclamation point actor', but it's still openly advertised? That's no bottom line!