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Yang Jie also agrees with Professor Russell's opinion.

"With the improvement of algorithms and computing capabilities, the speed of deep learning will definitely exceed the speed of human learning, we now need at least decades to train experts in an industry, it takes a lot of energy and financial resources, artificial intelligence through learning to reach the expert level as long as there are countless experts through copying, which will completely change the current status quo of education, and will also completely liberate people from heavy manual labor. Yang Jie said.

In fact, there is another point that Yang Jie has not yet said, that is, artificial intelligence will also completely change the form of war, and countries that have not mastered artificial intelligence have no backhand power in the face of the killing of countless artificial intelligence robots.

However, such a thing will not be until at least a few decades later, and Yang Jie is still optimistic about the development of artificial intelligence in his country.

Even in the memory of the previous life, Huaxia was stuck in the semiconductor industry, and the process technology was at least three generations behind the United States, but at least the semiconductor industry was established, and the problem of existence was solved, and it was not particularly backward, especially in terms of artificial intelligence, Huaxia and the United States are also very competitive, and the domestic artificial intelligence chip has developed on the mobile phone terminal, which is also thanks to the way of ARM processor architecture authorization, so that domestic companies have established an ecosystem on mobile terminals。

On the contrary, these giant companies in the United States, Intel and AMD, because they have been in a monopoly position for a long time, have lagged behind artificial intelligence chips, and Intel has not been able to carry artificial intelligence chips on their own processors, but can only be applied to drones, smart cameras, and monitors, which is equivalent to giving up the application of artificial intelligence in the PC market.

Before Yang Jie's rebirth, AMD was still blank in artificial intelligence chips, and although IBM and Google have made great progress in artificial intelligence chips, these two companies have not opened the market in technology commercialization, and are basically making technical reserves.

Now that Yang Jie has been reborn, he will never let go of the strategic route of developing artificial intelligence.

At this time, Professor Russell also mentioned the views of artificial intelligence platforms, algorithms and interfaces.

He is worthy of being a grandmaster in this regard, and his views are very accurate.

He believes that at the platform level, most of the current artificial intelligence relies on computing equipment represented by electronic computers.

The CPU of traditional computers is mainly designed for general computing tasks, although it can also be compatible with all intelligent tasks faced by artificial intelligence, but the efficiency is relatively low.

However, the old man hopes that Yang Jie can develop a general-purpose processor suitable for deep learning.

Yang Jie knew that Google had also developed a TPU processor that was specially designed for his own proprietary TensorFlo, an artificial intelligence programming language, and the neural network processor that his own company was developing was only suitable for processing video. Massive multimedia data in the image category, but in the future, artificial intelligence will inevitably need to face a wide variety of intelligent tasks with different characteristics, requiring a large number of different algorithms.

This is inevitable, because the algorithm determines the behavior mode of artificial intelligence, and even if an artificial intelligence system is supported by the current state-of-the-art computing platform, if it is not equipped with effective algorithms, it will only be like a person with developed limbs and a simple mind, and it cannot be regarded as truly intelligent.

Algorithm design for typical intelligent tasks has been one of the core contents of the field since the concept of artificial intelligence was born. It is conceivable that intelligent algorithms will still be in the center of the future development of artificial intelligence, which requires a large number of artificial intelligence chips with different algorithms.

Mr. Russell also mentioned the way artificial intelligence communicates with humans, he looked at Yang Jie and said, "Which communication method do you think is better?"

"Voice communication is one of the most basic ways of communication for human beings, speech recognition natural language understanding is one of the key technologies to achieve human-computer interaction, touch technology is also a way, but if you take into account some special circumstances, if the user loses the ability to move or speak, brain-computer interface technology is also a way, using brain waves to directly control external devices for simple tasks and communication. ”

"In the future, Meixihu University will continue to carry out research and development and exploration in artificial intelligence technology, and we also hope to cultivate a lot of technical talents engaged in artificial intelligence, which will be used in all aspects of our company on a priority basis. Yang Jie said.

"Mr. Yang really attaches great importance to artificial intelligence and has a very business vision, and it is the first time I have seen such a long-term person. ”

"Hehe, Professor Russell has won the award, you and your students are all technical experts in artificial intelligence, and I very much welcome everyone to come and work at Meixi Lake University. Yang Jie said with a smile.

At this time, the vehicle came, and Yang Jie also accompanied Professor Russell and others to the Yanjing Club on East Chang'an Avenue near Wangfujing.

On this side, Bai Bing drove the car, Qin Ling sat in the passenger seat, and several of Qin Ling's female classmates sat in the back row.

The girl named Song Huizhen said excitedly: "Bai Bing, do you really take us to the Yanjing Club to play? I heard that it is the most luxurious place in the whole capital! It is full of rich people, like Li Jiacheng, the richest man in Hong Kong, seems to be a member there. ”

"Really?" Bai Bing had no idea at all, "My boyfriend, we used to have nothing to do with each other." ”

Song Huizhen's eyes lit up: "Wow, what is Bai Bing, what is your friend doing?"

Liu Yujie gossiped with biscuits and asked: "Bai Bing, your boyfriend's name is Yang Jie, why is it the same as Yang Jie of Huaxing Technology Group Company, the two are the same person? Is it true?"

Qin Ling pursed her lips and smiled, these classmates had also asked about Yang Jie before, but she was always vague about this kind of question, and now she couldn't help but laugh when she saw that they were all curious guesses.

Bai Bing didn't have the intention to hide it: "Yes, Huaxing Technology Group Company was founded by my boyfriend, but he doesn't like to be interviewed by the media, don't say it." ”

Tang Xiao said excitedly: "I know! Bai Bing, you said that your boyfriend is from Yuetai City, I guessed that he is the boss of Huaxing Technology Group Company!"

Qin Ling pursed her lips and smiled, the current Huaxing Technology Group Company is a well-known high-tech company in China, and many of her classmates are proud to use the products of Huaxing Technology Group Company.

Song Huizhen couldn't wait to pull Bai Bing and asked, "Is he chasing you, or are you chasing him?"

Bai Bing was blushed, embarrassed, smiled and whispered: "It's me chasing him......"

"Oh, I really can't see it, Bai Bing, you are such a shy girl who took the initiative to chase the boy. ”

Several of Qin Ling's classmates laughed.

"Bai Bing, I've been in the Junjue sedan twice before, but your car is completely different from the Junjue I've seen!" Liu Yujie looked at the interior of Bai Bing's car curiously at this time.

"This is a customized version, and Huaxing Technology Group Company also has a controlling stake in Zhongyuan Automobile Company. Bai Bing said.

"Tsk, rich people are different, those sons and brothers want to drive luxury cars to show their net worth, and those who are really rich make luxury cars by themselves, and those luxury cars imported from abroad are not rare. ”

Several girls are stugging.

"Bai Bing, Qin Ling, do you think we will meet celebrities today?" Tang Xiao said.

Qin Ling asked funny, "Do you want to see Li Jiacheng?"

"Whoever wants to see an old man, I say his son. ”

"Feelings, you are still thinking about marrying into a wealthy family, hahahaha......" Several girls also laughed.

"I heard my fellow villagers say that girls are still peaches in their freshmen and sophomores, but in their juniors and seniors, they can only be regarded as tomatoes pretending to be fruits. Tang Xiao said.

Song Huizhen smiled: "Which one said it?

Liu Yujie said with a smile: "I don't want to see any son, I just want to see what Bai Bing's boyfriend looks like, whether he has three heads and six arms, hahahaha......"

Qin Ling smiled and said, "Then isn't he a monster!"

"Isn't this Yang Jie a monster, I heard that Huaxing Technology Group has only been more than four years since its establishment this year, but it has become the largest high-tech company in China, I heard other students say that just a spun off communication equipment company is about to squeeze into the world's top 500 companies, if all the companies add up, isn't it even more amazing?" Song Huizhen said.

"Others say that the richest man in Asia is Li Jiacheng, which obviously looks down on our domestic company and Bai Bing's boyfriend!" Liu Yujie said.

"I heard that Huaxing Technology Group Co., Ltd. has hundreds of thousands of R&D companies that are engaged in R&D every year, and we can't reach those presidents, vice presidents, and general managers, and these engineers are also okay, Bai Bing might as well introduce me to a few for us. ”

The girls laughed again.

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