The chess game is slowly coming to the end, although the gap is still very subtle, but the chessboard is getting smaller and smaller, and the victory and defeat are becoming more and more obvious.

Slowly, even without the commentary of professional masters, the amateur masters on the fox Go network can judge the situation of both sides, and even see the victory or defeat of both sides, which has also become a feast for civilians.

Before, except for people who don't know how to do it, no one thought that QC would win, because its opponent, but the legendary Dog 2.0 can make the world two sons, the closest to the existence of the God of Go.

"Black has won", "I know that this QC is super powerful", "Dog 2.0 is definitely not invincible",

"There can be no other changes, the situation of the official is very simple, the black chessboard is unshakable",

"Dog 2.0 has no way to turn the tables",

"It's still the way to go according to human beings, you can crush the dog if you look at QC to take human moves to the extreme."

The pot has exploded in the live broadcast room, just like in the seminar room of the Huaguo Chess Academy, "Where is this QC sacred, the real God of Go, it's nothing more than that",

"More than two hundred and eighty hands, none of them even have the slightest doubt, at least not any doubt that we can see", Ke Jie shook his head,

"Although the ability of AI has long surpassed that of humans, in the previous games, we were always able to check and fill in the gaps, but QC didn't seem to give us a chance, and every move played by QC felt like it should be in the most appropriate position," Gu Dali said.

"This level can only be described as terrifying", the fish head concluded.

And in one of the epicenters of this storm, Great Britain, Dr. Huang watched the dog's estimate of his winning rate plummet from 46% to less than 5%, smiled wryly and clicked the button to admit defeat, and then dialed Haas's phone.

"Boss, this trouble is bigger than I expected, the dog lost the first set, and from the overall point of view, there is no way to fight back",

"How is it possible, all the other Go-related artificial intelligence on the Blue Star are all along the path we have blazed," Haas said.

"Our dog 2.0 is at least several generations ahead of that earthquake dog or stunt, how can there suddenly emerge an artificial intelligence that is more powerful than dog 2.0", Haas is still very puzzled,

"Boss, I have an idea, I don't know whether to say it or not", Dr. Huang hesitated,

"Hurry up", Haas did not hesitate,

Dr. Huang hesitated for a few seconds, "I feel that this QC is not very much like artificial intelligence, from his way of playing and thinking, I feel more like a person",

“hat？！” , Haas is about to collapse, "absolutely impossible, no one's brain can withstand such a amount of calculation",

"No matter how talented a chess player is, it is already incredible to be able to maintain the same thinking intensity as a dog in a few chess moves, let alone suppress the dog completely."

Shensi company fell into chaos, the loss of Dog 2.0 was obviously beyond the expectations of everyone in the company, originally according to the plan, Dog was too far ahead of other Go AI teams on Blue Star, and was ready to withdraw after playing a three-way game with Ke Jie.

Unexpectedly, this QC suddenly came out of nowhere, and it seems that the dog's retirement plan will have to be postponed indefinitely.

But QC, that is, Cheng Qian's situation, is much worse than that of dogs.

It was easy to support the dog 2.0 to admit defeat, Cheng Qian, who was lying on the hospital bed, was sweating profusely, and the corners of his mouth were already full of blood, and the nurse carefully wiped the sweat on his head and the blood on the corners of his mouth with a towel.

Cheng Qian lay motionless on the hospital bed, if it weren't for the normal values of the instruments that showed his physiological indicators, the crazy doctors would have thought he was unconscious, but Cheng Qian's brain wave curve, after the chess game was over, was still fluctuating violently.

On the quiet hospital bed, Cheng Qian's eyes kept open, he stared at the ceiling intently, although his body was very weak, but his brain had never been clear.

In the fierce game against Dogs 2.0, his brain is still running at an unprecedented speed even with the help of supercomputer neural networks, and in the process of this extraordinary operation, external neural networks affect his thinking in a magical way that modern science has not yet been able to explain.

This kind of influence is all-encompassing, and it is not even a simple judgment of the next move in the course of the game, or a simple judgment of the advantages and disadvantages of the situation between the two sides, Cheng may even "understand" the neural network's view of Go to a certain extent, and not only that, but also be able to exert his own influence on the process of neural network operation on the basis of understanding.

This is also the reason why QC behaves more like humans than artificial intelligence in the process of playing, and when human masters play games, generally speaking, it is not simply to choose the hand with the highest winning rate as the next move, but to consider the coherence of ideas, as well as the problem of error tolerance, these trade-offs are not possible for neural networks to do, or even understand.

For example, if there is a two-hand selection, the first move can increase the win rate to 65%, but the lead will decrease to 15 moves, and the complexity of the game will increase, and the other hand will maintain the win rate at 64%, but the lead will increase to 20 moves, and the complexity of the game will be reduced.

In this case, the dog can only use a consistent strategy, that is, choose the way to maximize the winning rate, because the complexity of the game, including how many moves ahead is considered safe, which is a very difficult indicator to quantify.

However, Cheng Qian, who combines the neural network, is different, he can choose the second way to play, increase the lead, reduce the complexity of the game, and from the perspective of a longer time period, it will definitely be conducive to improving the winning rate.

This is the reason why QC can defeat Dog 2.0, because QC has a more long-term vision and more coherent thinking, of course, professional masters also have this advantage, but they can't support this advantage at all, and they are defeated by enough calculation and situation judgment.

Combined with the neural network, QC has the judgment ability and road calculation close to that of dogs, plus some abstract and larger-scale advantages of humans, it is possible to defeat dogs.

However, for Cheng Qian, defeating the dog is just a training, just a warm-up to accelerate the fusion of himself and the neural network, and from the final results, the effect of this warm-up is still very obvious.

Cheng Qian clearly felt that the neural network has become a part of itself, although it cannot be expressed in words, but those abstract weights, the distribution and connection of neurons seem to have a corresponding entity in his brain, perhaps a specific area of the cerebral cortex?

Cheng Qian even learned to project some problems that are difficult to describe with formal techniques to obtain answers from neural networks, which were previously very difficult for people to solve with neural networks, and usually had to go through complex mathematical tools and multiple transformations before they could be mapped to a specific neural network, such as a convolutional network.

Lying quietly on the hospital bed, Cheng Qian gradually adapted to this feeling of thinking spreading out and slowly retracting, his own proprioception seemed to be found little by little, this proprioceptive feeling seemed to be not only Cheng Qian's brain but also the neural network of the entire base, and even the computing nodes at the edge of the neural network.

As Cheng Qian's thinking jumped, the staff of the computing center were horrified to find that some supercomputing nodes had started crazy calculations, which seemed to be ordinary three-dimensional modeling, and seemed to be an unprecedented computing mode.

Arthur, who received the news, hurried back to the base, the large Osprey transport plane had just landed at the base airport, and Arthur jumped off before the plane could stop, "What's the situation?" Have you found the cause of the supercomputing anomaly", Arthur asked the person in charge of the supercomputer who rushed to the landing site as he walked towards his office.

"It should have been found", said the person in charge of supercomputing, "but we don't dare to confirm it",

"Because theoretically, it's impossible".

Arthur stopped the script, "Well, why can't it be?" ”，

The person in charge of supercomputing shook his head suspiciously, "From the instruction flow analysis, it should be the instruction issued to the supercomputing node from the neural network in reverse."

"But from the perspective of our system architecture, the neural network can only be trained and simulated through supercomputing, and the backchannel does not exist."

"Nothing is impossible," says Arthur, "who is using neural networks when something is abnormal?" ”，

"We have checked the daily calculations and training of the base, and there is nothing suspicious", said the person in charge.

"There is one more, we have no way to check", the person in charge hesitated a little,

"The Oriental man is deeply integrated with the base's neural network, and theoretically he can at least communicate with the neural network, and we can't judge whether he can give instructions or not."

"Don't guess, it must have been our kid who did it", Arthur immediately turned around and walked towards the ward where Cheng Qian was,

"Let's go, let's go see this amazing Oriental boy and see what kind of surprise he has brought us".

What changes have happened to Cheng Qian, what trouble will it bring to himself, Wang Yinan, who is far away in China, does not know at all, in the Dream Science and Technology Building, Wang Yinan met with the representative of Hualong Company, and was entrusted by his superiors to come over to discuss with him the possibility of using the communication network of the "Stratospherman" plan to provide network services to the outside world in peacetime, that is, the establishment of a military-civilian joint communication company.

The representative honestly and unceremoniously sat behind Wang Yinan's large desk, half lying on Wang Yinan's special boss chair, and slid around behind the desk as soon as he exerted his strength, "This office is good, it is much more magnificent than your office at Imperial Capital University."

"This is barely in line with the identity of our boss Wang."

"My boss chair is not something to sit on casually", Wang Yinan, who was occupied by the seat, was not angry,

"Every minute I sit, in the communication company that will be established in the future, I will be given an extra share."

The representative jumped up like a monkey with a burning butt, "You profiteer, you should sit on such an expensive chair by yourself."

"Anyway, it's really interesting to go up this time, I actually sent you to talk to me about cooperation", Wang Yinan said with a smile,

"What's wrong with me, of course I will stand for the sake of national interests, Wang Yinan, I warn you, don't try to buy a tried and tested proletarian fighter, this kind of plan is doomed to bankruptcy",

"Cut, do you still need to buy it", Wang Yinan sneered at him,

"Anyway, what do you think, isn't it clear that I can put forward a plan casually",

"Hey, be serious, ask you", Wang Yinan asked the person seriously, "Let's talk about business, don't be hippie and smile",

"You all know that I don't have to buy it, you can look at the specific plan, anyway, there is only one condition, the state-owned shares must be the big head", the representative made a bitter face and directly showed his hole cards.

Of course, this represents the surname Qian, the money of the small money.