Movie black technology

"As we all know, the learning and training of artificial intelligence requires a large amount of data. Only from a large amount of training can artificial intelligence summarize the laws and characteristics." Chen Shen said.

"That's why people say that AI learning is the same as other things."

"However, the distribution of language training resources in China is very uneven. More than 90% of the training data in China are Chinese-English training, and training data in other languages ​​is very scarce."

"It is very difficult for friends at home and abroad to train an excellent algorithm model with a small amount of resources."

"This is why the quality and quantity of domestic Chinese-English translations far exceed those of other languages."

"But everyone should be very clear about our advantages..."

Having said that, Chen Shen looked at the people at the conference table, and everyone smiled in unison.

Train an excellent model with a small amount of resources.

Is there anything better than them at this kind of thing?

Baize Algorithm can teach friends and businessmen how to behave in minutes.

Chen Shen made a simple summary: "At present, what we need to solve is the first and second problems. The third problem is actually an impregnable wall for us to stop our competitors."

Next, Chen Shen pulled out a whiteboard and began to write and draw on it.

At the beginning, everyone didn't know what he was doing. It wasn't until Chen Shen finished writing the first half and started writing the second half that they discovered the clues.

"This is……"

"Is this a technical idea to solve the previous two problems?"

An AI translation expert invited by Li Jun held up his glasses: "This seems to be a special way of thinking about encoders and decoders!?"

In the traditional way of solving this method, the encoder is used to encode the words and sentences in two directions. It can be understood that AI starts reading from the front and back of the words and sentences to be translated at the same time, and encodes them. Finally, the decoder decodes the codes to generate Generate the translated sentence and send the result out.

In this way, when faced with the problem of reading books before, AI can know that it is reading books, not other things, and thus improve the speed and quality of translation.

In Chen Shen's current thinking, this is a brand new encoder and decoder structure.

This encoder structure is extremely complex, but it can be seen that it will fully consider the text to be translated, calculate the relationship between them, and output the corresponding result.

Chen Shen wrote on the front that if one board is not enough, another one should be replaced. Li Jun and the others originally planned to hold a discussion meeting after the meeting, and the number of whiteboards on site was sufficient.

A group of experts at the conference table looked at the ideas described on the many whiteboards, and the more they looked at them, the more shocked they became.

They feel that Chen Shen is a lighthouse, and the content on the whiteboard directly illuminates a brand new path for them!

"If this structure can really be realized, then the translation ability of this AI is not to mention the strongest in the world, I am afraid that it is no different from real people in the field of translation!"

"As expected of the most famous genius in China! This idea is amazing! And it seems to be fully compatible with Bai Ze's algorithm?"

"Yes, this is a customized encoder and decoder. I am afraid that without the Bai Ze algorithm, this idea will not work."

Everyone looked at each other in blank dismay.

Obviously, Chen Shen's strength far exceeded their imagination.

They are here today to discuss how to solve these problems. Who knows that Chen Shen directly brought out the solution to the problem, as if he already had a plan in mind.

They were right. Chen Shen already had a plan in mind for these three issues.

He took the time to study the information in the system last night, and now it seems that the results are not bad.

After writing all the technical ideas, Chen Shen threw the pen in his hand and turned to face everyone.

Hush!

There was bursts of applause in the meeting room, and it spread out of the meeting room, and the programmers in the office could hear it.

This kind of scene is just a small scene, Chen Shen has experienced a lot.

He calmly asked everyone to stop their applause, and then looked at them: "Who is in charge of the AI ​​translation project?"

Li Jun's previous strength was in unmanned driving. As long as his surname is not Chen and he has not had contact with Wang Wang when he was studying abroad, it should be impossible for him to be in charge of the AI ​​​​translation project.

Sure enough, a person immediately raised his hand: "It's me."

Except for Chen Shen, this is a rare person not wearing glasses, and he looks very young, probably in his early thirties.

"My name is Gu Huanyu, and I am currently in charge of the development of the AI ​​translation system." Gu Huanyu stood up and said.

Li Jun also spoke for him: "Dr. Gu, he was the director of the AI ​​translation team of the machine learning department in Gu Ge abroad. I have been communicating with him about returning to work before Bai Ze's first test."

Gu Huanyu looked at Chen Shen with a smile.

Chen Shen nodded and approved him. To be able to be the head of the AI ​​translation team in Gu Ge is obviously more than just having two brushes.

Since the release of the beta version of Bai Ze, the number of people in the artificial intelligence research center has been increasing, and all of them are senior or even top-level talents. The total number has broken through from 150 to 400.

This is the result of his father's strenuous control and selection of the best, otherwise the salary of these people alone can drag Angular Technology down.

Chen Shen's mind returned to the whiteboard:

"According to my prediction, if the idea above is fully realized, Bai Ze can not only do translation, but even do a simple reading comprehension in context while translating."

"Next, I will explain the above ideas in detail to you, and your task is to quickly transform the above ideas into a usable AI translation software!"

Everyone at the conference table nodded, their faces full of confidence.

Chen Shen also began to explain according to the ideas on the whiteboard, explaining every key point in great detail.

And the people below were fascinated by what they heard, completely immersed in the procedural world that Chen Shen used language and words to describe.

Everyone took notes on the spot, for fear that they would forget which technical node after listening to it later.

Even Li Jun, who focuses on unmanned driving, listens with gusto.

The meeting lasted four hours, and it was already noon when it was coming to an end.

Everyone feels that they have gained a lot.

Chen Shen said the last sentence to everyone: "As for the idea just mentioned, I hope that you can make a real thing within a month."

This request immediately made everyone feel a lot of pressure, and most of the confidence on their faces disappeared immediately.

a month...

This time is too rushed.

Chen Shen looked at Gu Huanyu.

He propped his chin with his hands and pondered for a while, then made a simple calculation on the paper, and then said: "Yes."

Chen Shen was very satisfied.

"Very good, then next, we will take the initiative to attack the outside world!"

As long as I don't feel like I'm staying up late, it shouldn't be considered staying up late...