Liu Guangran explained, "In fact, facial recognition, that is, the artificial intelligence recognition part has many similarities with our Go AI today. That is, the application foundation of artificial intelligence worldwide, or theoretical foundations are all derived from machine learning.

The learning method of artificial intelligence is actually very different from that of us humans. This thing is actually difficult to describe clearly in human language.

Computers have their own thinking patterns and their own unique language foundation.

We see that, for example, if we want to grow into a Go master, it is also possible that it is also a relatively mysterious process of enlightenment, because some geniuses, when they come into contact with Go, including later growth, are like opening up the Ren and Du meridians in martial arts novels, and suddenly become very powerful.

This is also possible.

Including learning mathematics, language, etc., things that seem to be traceable, but they also have an epiphany.

For example, why do you suddenly understand addition and subtraction?

Why do you understand these words suddenly when you say others? Infants who can’t speak suddenly start to speak?

It's actually very wonderful. Of course, a friend of mine explained to me before that human neural networks, computers, and many physical rules in this world are actually different.

Human neural networks will become more quantum states, which means they need to be explained at the microscopic level. This is why the content and thinking patterns expressed by humans are full of uncertainty, and different understandings will appear in various languages, and different strategies will produce different effects.

Machines are not as complex as human brains, and the logic of machines is relatively simple, but their thinking and growth methods are indeed very different from those of us humans.

For example, the face recognition mentioned by the host just now.

In fact, we are constantly feeding the machine photos of this person, such as feeding hundreds of thousands of photos of Xu Jinglei, and then entering instructions to tell it that it is the same person. Then artificial intelligence will extract and integrate her information in its own unique way, and then draw a complete conclusion, and use this logic to find other photos of [this person].

And how it handles and does it, actually humans cannot understand."

"Well...then a new problem is brought here," Zhang Quan asked, "How did you debug later? For example, if our sewer pipe is broken, then we can accurately find the location of the crack and then repair it.

So in this case, if the programmer doesn’t know how the result was obtained, what should we do?”

After hearing this, Liu Guangran fell into contemplation for a few seconds, and then laughed awkwardly.

"In fact, it cannot be handled, because the human brain cannot follow machine learning to repeat every process in the middle. You must know that the amount of calculation is very, very large. You may have a computer's calculation amount within one second, and give it to normal humans. It will take billions of years before you can track it all.

This is actually a very contradictory thing.

We can only speculate and simulate based on the results and the algorithm we gave, and then adjust it by changing some parameters and the results feedback from the computer.

In other words, the artificial intelligence system at this time is equivalent to a blind box for us.

We give it a data, adjust some parameters, and how the intermediate process is processed can't be understood by humans. Then it outputs the results, we guess and adjust them."

When Liu Guangran finished this passage, the air in the entire studio fell into a strange solidification state.

The audience outside the screen were also stunned.

"What... ghost!? What terrible information I just heard? In other words, even the developers of artificial intelligence do not know how artificial intelligence works?"

"Wouldn't that say that if AI really has its own independent thinking and can rebel, humans can't do anything, is that what it means?"

"You created me, but you can't fully understand me, so you have to accept my destruction, right?"

"It's so terrible... It's over, and humanity is going to be destroyed."

"What else can't be completely controlled? Why do you still study it?"

"If humans really die one day, then there is no doubt that humans must be the ones who committed suicide."

...

"Okay, thank you Mr. Liu Guangran for your answers and wonderful sharing." Host Zhang Quan quickly adjusted the atmosphere on the scene and then ended the topic I just discussed, because it would be a bit scary if you continue.

There is a feeling of listening to a terrible weird story.

At this time, the director sent a message from the director's room, telling them that the game is ready and can start at any time.

"Then we have now got the latest signal from this forward game, and we will look there."

Now on the scene, both sides have completed preparations.

"My, now the game between the two sides has begun. The black chess player is Lee Sedol's 9th dan."

Gu Li explained, "This competition is based on Chinese Go rules, and the black side posted three and three 3/4 pieces.

I just want to introduce to you, which is the Chinese rules. The difference between the Han country rules is the Han country rules and the black square sticker is the six and a half eyes.

Gu Zi

But the Chinese rules, three and three, are actually equivalent to black chess sticking to 7 and a half goals. It should be said that there is a goal difference. Of course, there are some subtle differences.

As for this, in fact, the modern statement of Go in the world, if the rules of the entire world can be unified, it may help to promote this Go in the career."

Tang Yi said, "Then I thought of a question. I was wondering if Master Bomi Go knows after the robbery or harvest?"

The rules of Go are actually quite complicated. There is a rule called [Robbery and Receive], which means that after winning the Raid, you do not stick to the Raid first, but take advantage of the advantages of robbery and force the order to collect the order first, which appears when there are only single robbery and single robbery on the final market.

It only applies to Chinese rules and Yingshi rules.

As for what robbery means, it probably means that both parties have a common breath and can lift the child out of this place. When you lift the child out of this dead child, the other party can also bring it back, but you have to use one hand.

There are Chinese rules for determining the winning or losing of Go rules, Japanese and Korean rules, and Yingshi rules for point calculation. The number method does not have the problem of robbing and harvesting, because it does not need to be filled in the end, and both the number method and the point calculation method require the final filling of the sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub-sub

In plain words, it is

The black and white sides robbed each other. Finally, after the black chess mentioned the robbery, the white chess could no longer find any single official or robbery. That is, there is no position on the chessboard except this chessboard and then played the white chess. At this time, the white chess could only pass one move. In the end, the black chess had an extra single official, and the value should be equivalent to half a piece of extra child.

Gu Li suddenly understood what he looked like, "Ah, this Go rule is because it often appears after the robbery. If you want to say the four-tribulation cycle and the three-loop cycle, he may not appear often, so he may not know.

But it has been a long time since it deeply learns so many masters’ chess scores, so he must know it.”

The game has now begun.

Both sides occupied 4 star positions first according to the most basic starting move.

Then the black chess chess top left corner is small flying corner.

White chess and Xiaofei dealt with it.

These are basic formulas, and they are the most valuable points from the beginning.

In Go, there is a very famous saying, called [Golden Horn, Silver-edged Grass Belly]. What does it mean?

That is to say, you should first seize the position of the four corners at the beginning, because if you occupy the angle, it is easier to do it and can be extended well.

Compared to the corners on the edge, the difficulty of doing the work is much smaller than the position of the middle abdomen.

So Go is actually often filled with rich wisdom from ancient people.

Thousands of years ago, when our country invented Go, strategists at that time knew about this thing

It will be easier to surround the city in the countryside.

Of course, there are also some non-mainstream ideas that are the so-called occupying the middle first and then spreading out, which is more dominant.

The position in the middle of the chessboard is called Tianyuan.

There was also a popular method of Tianyuan starting to attack for a while. Later, the winning rate of this method was too low, so it was gradually eliminated.

So once in the show, a supporter asked Gu Li, "Do you think the overall level of chess players in our country continues to improve with the development of time, or is it declining?"

Because we all know that in Jin Yong's novels, many peerless martial arts were more powerful than ancient people, and then gradually lost them later. Our country has thousands of years of Go culture, and there is also a setting like Zhenlong chess game in Mr. Jin's novels. The wisdom of the ancients was very superb, and some exceeded the imagination of modern people.

So how do you view this matter?”

Then Gu Li replied, "The Go level must be constantly rising. Because at the earliest, there might be only a small number of people playing Go, and maybe there were only 100 people playing Go in the country. At that time, the Go level was very good and it was already amazing to be able to defeat the other 99 people.

Later, the population increased, and the number of people playing chess reached 1,000, so the most powerful among these 1,000 people was naturally more powerful than the most powerful among the previous 100 people.

Now our country's total population is 1.4 billion, and the Go population is tens of millions. Not to mention the more, there are tens of millions at least. Then, including countries like Japan and Han... The Go population around the world should be tens of millions, which may be close to 100 million. So are the world champions among these people much more powerful than before?"

Nie Weiping, president of our country's Go Association, also added, "In fact, there are many ancient scores that have been passed down now, and we have also studied them. Perhaps the level of the ancients at that time is probably equivalent to the early stage of our current career."

...

Human Go level is constantly improving, and human intelligence is constantly developing and unable to advance.

Now, Lee Sedol, who represents the highest Go level of human beings, also represents the strongest brain of human beings, is facing another artificial intelligence that represents the highest product of human beings' intelligence.

Bomi Go master.

This incident has made the whole world excited.
Chapter completed!