Chapter 597 597. Boss, just be a human being
When Zhuang Yurou saw the new building, she couldn't help but sigh -
"Wow, it's so beautiful, boss. When can we move in?"
It was quite beautiful. Cao Yang stood outside with her, looking at the glass curtain walls. Looking at the magnificent building in front of me, I couldn't help but feel a little dazed.
Who would have thought that in just ten years, Bomi has grown from an unknown company, even on the verge of bankruptcy, to the world's largest group, and it also owns many skyscrapers.
After this building is completed, it is estimated that it will become a holy place for many young people to check in in the future.
Although Tiantongyuan is located in a remote location, one good thing is that the air is not that bad. From Bomi New Building, it is only 3 kilometers away from the Olympic Garden. In fact, many employees of the company used to live here in Tiantongyuan. .
Mainly because house prices are relatively cheap and rents are also cheap.
Now it is just right that after the new Bomi building is put into use in the future, the travel time of these employees to work can be shortened.
Of course, this is a disaster for those colleagues who live in the south, where the daily commute is estimated to take more than two hours.
"Huh? What did you just say?"
Cao Yang looked back at the little secretary.
Zhuang Yurou rolled her eyes.
You ask knowingly.
Isn't it okay for people to praise the new building for its beautiful construction?
"Well, if you want to move in, you can do it now." Cao Yang teased.
"Uh... I don't want it. I'm just going to feed you poison when I come in now."
Boss, can you be a human being? !
The next day, Cao Yang received an invitation from Liu Guangran and went to Bomi Technology Research Institute to view the latest AI research results.
"Boss, you said that the new building has been built. When will our research institute be built as well?"
Cao Yang looked at him with a smile, which made Liu Guangran feel a little embarrassed.
He smiled and said, "I think you want to stand on your own and open a new building, right?"
Liu Guangran said quickly, "How dare I, boss? I think our scientific research institute is actually a more important department of Bomi now, but there are more and more employees, right?"
Nowadays, everyone is crowded into a one-story building like this and renting other people's office buildings. It feels weird. "
But according to Cao Yang's idea.
The Bomei Research Institute really needs a new independent building.
He is already in the process of planning and construction, mainly because this thing does require a relatively independent and relaxed environment, and it also needs to place a lot of high-end equipment in the institute, as well as the world's most advanced computers.
This makes it easier for them to conduct research.
However, there are indeed some problems in site selection. What are the main reasons?
Because, if you want to really build a new research institute.
Then construction must be carried out within the scope designated by the government. Generally, such places are relatively remote, and may be outside the Fourth Ring Road or the Fifth Ring Road.
Either the South Fourth Ring Road or the North Fifth Ring Road.
But the commute time is also very long, and it is actually very inconvenient for the school.
Now if everyone is crowded in Zhongguancun, then.
Um. The place is not too spacious and not too rich, right, but the advantage is that it is relatively close to the major universities in the imperial capital in a short time.
It can facilitate academic exchanges among everyone. Otherwise, you have to run back and forth, which is actually quite troublesome.
When will this entire building be taken over?
Maybe a little more pragmatic, or when. Is there a way then to open up a new place?
Cao Yang thought for a while and said to Liu Guangran, "Okay, I, I already know about this matter, and we are already planning it. We will take a look at it when the time comes. If we have a new construction plan, we will build it in Beijing." The Boyu Building between the North Fourth Ring Road and the Third Ring Road will be replaced by two buildings for you to use. "
In fact, that is to say, move some of the people in the Bomi Building to Tiantongyuan, and then free up the space for the people from the Bomi Scientific Research Institute to move back.
When Liu Guangran heard this, he was so moved that he almost shed tears.
I think back then, not long after the Bomi Building was built, Liu Guangran and the others enjoyed a brief period of happiness.
And at that time, I also had a brief but intimate communication with the ladies from the administrative department.
Later, the boss felt that they had too many people, and the company also had employees from other departments. The most important thing was to move them to Zhongguancun to be closer to major universities, so as to facilitate academic exchanges with these universities and carry out scientific and technological research work, so Just moved them out.
Unexpectedly, I would have the opportunity to move back now.
Woo woo woo...
Liu Guangran thought to himself that if he hadn't moved out back then, he might have been with an administrative girl now.
I just don't know if they still remember me.
Then Cao Yang said, "We now have a lot of employees in the company, and various departments are expanding. My plan is to move some of the company's customer service department and administrative department to the business district of the 4th Ring Road. In office buildings, although the rent is a bit expensive, it's not a big deal.
Then we will move the Pioneer Studio Group and the West Fantasy Studio Group to the Tongtian Building in Bomi, so that there will be a place to accommodate you. "
"ha!?"
Liu Guangran's whole body felt as if he had been struck by lightning.
What? !
We finally moved back just to see the beautiful customer service girl. Boss, are you going too far? !
Boss, be a human being!
Now Liu Guangran took Cao Yang to the small observation room on the first floor of an office building rented by Bomi in Zhongguancun.
This is also an old tradition of Bomi. In order to conduct better testing and observation, there is usually a small black room specially used for testing. Next to the small black room is the observation room.
There is a one-way mirror between them.
In other words, the situation in the small dark room can be seen from the observation room, but not from the small dark room. Only a mirror can be seen from the small dark room.
Now in the small black room, there is a row of computers, and several professional Go players are testing it -
The content of the test is to play against the [Bomi Go Master] developed by Bomi.
Cao Yang was not a member of the Go circle, so when he looked over, he didn't recognize the people inside.
Liu Guangran said that these are all professional 5-dan chess players who were invited to participate. The chess players are already quite powerful in the field of Go.
“We adjusted the strategy algorithm a little bit this time.”
Liu Guangran explained: The main working principle of Bomi Go Master is "deep learning".
“Deep learning” refers to multi-layered artificial neural networks and methods for training them.
A layer of neural network takes a large number of matrix numbers as input, selects weights through nonlinear activation methods, and then produces another data set as output.
This is just like the working mechanism of the biological neural brain. Through the appropriate number of matrices, multiple layers of tissue are linked together to form a neural network "brain" for precise and complex processing, just like how people recognize objects and annotate pictures.
Bomi Go master has used many new technologies, such as neural networks, deep learning, Monte Carlo tree search methods, etc., which has made a substantial leap in its strength.
These are actually the most difficult topics in the software field studied in the world today.
Fortunately, Bomi Company started early and has a large number of talents and accumulation. Coupled with Cao Yang's excellent vision and guidance, the current progress is very smooth.
Liu Guangran explained: “The Bomi Go Master system mainly consists of several parts:
1. Policy network, given the current situation, predicts and samples the next move;
2. Fast movement, the goal is the same as the strategy network, but at the appropriate sacrifice of the quality of the move, the speed is 1,000 times faster than the strategy network;
3. Value network, given the current situation, it is estimated that the probability of White winning is greater or that Black winning is greater;
4. Monte Carlo tree search connects the above four parts to form a complete system. "
Now, Liu Guangran has made many changes to the AI version of Bomi Go Master, and it is now relatively mature.
The previous version of Bomi Go Master combined the game records of millions of human Go experts with reinforcement learning to train itself.
The capabilities of Bomi Go AI have been qualitatively improved on this basis.
The biggest difference is that it no longer requires human data. In other words, it has never been exposed to human chess records in the first place. The R&D team just let it play freely on the chessboard and play with itself.
Liu Guangran introduced to Cao Yang that the Bomi Go AI used a new reinforcement learning method to turn himself into a teacher.
The system didn't even know what Go was at the beginning. It just started from a single neural network and played a game of chess against itself through the powerful search algorithm of the neural network.
As self-play increases, the neural network gradually adjusts to improve its ability to predict the next step and ultimately win the game. What's even more amazing is that with the deepening of training, the Bomi Go master team discovered that Bomi Go AI also independently discovered the rules of the game and came up with new strategies, bringing new insights to this ancient game of Go.
To a certain extent, it is also due to the inspiration brought by previous AI face-changing technology.
AI face-changing also has two [brains], one is responsible for fake and the other is responsible for recognition. Then we will see whether the fake is more powerful or the recognition is more powerful. Finally, we will continue to deduce until the recognition technology can no longer distinguish between true and false. Even if It was a success.
The same is true for Bomi Go master. His two brains play Go with each other, and then save the game records as part of the database. Then he continues to perform in-depth learning from the database, and then plays against himself, repeating this over and over again. process until the optimal solution can be quickly produced.
Previously, Bomi Go AI only used a single neural network. (End of this chapter)
Chapter end
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