Chapter 199

As an employee of T, he has been keeping abreast of the latest information. Naturally, Xiang Kun knows what the most cutting-edge and top-notch a looks like. 35xs

in the field of a, it is still the world of deep learning and neural network. At home and abroad, big factories, such as dog brother, Penguin brother, Du Niang and Ali Niang, have their own in-depth research directions, and they need to publish the latest progress from time to time.

After all, most of the current research direction of a is difficult to build a good car behind closed doors. In particular, machine learning, data, computing power, algorithm are indispensable, there is not enough data set, you are the algorithm is more sophisticated, the machine's computing power again n, it is difficult to get the desired results, and further practical application.

In some special fields, a has the ability to surpass or far away from human beings.

It's like alphago has defeated the top go masters one after another. With further improvement and iteration, it may be difficult for human chess players to fight with them again, and its opponents will become other a's.

But really speaking, it is only a, just a machine, that defeats Ke Jie and other human chess players?

I'm afraid I can't say that.

Just like Xiaoming's fighting power is only 5, he wants to meet his lover Xiaohong, but he is blocked by a 100 strong dragon on the road, so he can't beat him.

So Xiao Ming went back to the village and gathered his dwarfs. He spent several years fighting against the dragon's various weaknesses and fighting methods. Then he created a flying sword, the White Emperor's holy sword.

"White Emperor sword" fighting dragon class when fighting 200!

So he yelled, "the White Emperor's sword follows me!" Xiaoming, easily killed the dragon, saw Xiaohong.

So, is the Dragon defeated by the White Emperor sword, or Xiaoming and his dwarfs?

Without Xiaoming, maybe "Baidi Shengjian" will be photographed lying down when it meets a cat with fighting capacity of 3, because it has not been seen in its training set ~!

Last year, gouge's ERT model, even 11 NLP tasks in squad11, the top level test of machine reading comprehension, won the Stoa results, claiming to be far superior to human beings in reading comprehension. After that, the domestic team of brother Xun Fei, brother penguin and Ali Niang also successively ascended the top in the squad test.

When it comes to squad20, teams such as giant hard Asia Institute and Ali Niang are constantly making better achievements. It seems that human beings have been left far behind by a in terms of reading comprehension.

But is that really the case? Has a really been able to read better than humans? Have you been able to understand human thoughts and thoughts?

In the final analysis, a is still only an "advanced tool".

No matter how human it looks.

Xiang Kun saw the bottleneck of machine learning and neural network when he just started to do "a assistant program". Therefore, at the beginning, he did not have the idea of "super a", because it was unrealistic. He always wanted to do an integration and optimization under the existing various frameworks.

But later, he found that it still took a lot of time and energy to do that, and it was still not what he could easily do on his own. And since it costs so much, why not try to find a way to go further?

To put it bluntly, after several mutations, he "swelled" again, holding 20 cents, he wanted to eat the best wonton in the world.

Because he felt that his two cents was very valuable, so he lost money in buying things worth ordinary 20 cents or even 2 yuan or 20 yuan.

But what to do?

Xiang Kun has had such a little "flash of light" countless times. He has already had an idea, but he still can't completely grasp it, or "all show" can not come out.

This is why he promised Zhang Qian to take over the project. He wanted to help him find the "light" in the process of other projects.

Unfortunately, it didn't help much. The framework of the project has been completed and the core has been completed. However, Xiang Kun's "a assistant plan" still can't find the angle of digging a hole.

Looking at the picture he drew on the screen to help him think, Xiang Kun held his chin in one hand and played with Alsace he carved himself with the other.

Xiang Kun has already understood:

if he wants to make two million things with 20 cents, he must and must have very creative creation. He must be a brand-new thing starting from the bottom and a "lever" that can pry the earth.

Under the old framework, he certainly can't do it. Even if he mutates, his brain is many times stronger than ordinary people or even ordinary talents in some fields. However, there are so many institutions, so many large factories, so many talents and teams all over the world who gather to study day by day. There are so many equipment and data for them to use People can't be compared in any way. Since they can't find a breakthrough point under the old framework, it's also difficult for him to do it alone.

But how low is this bottom?

Really speaking, the innovation of software level can never be separated from hardware.Just like when the computer was born, artificial intelligence was divided into "symbolism" and "connectionism" and later "behaviorism".

Connectionism, also known as bionic school, advocates imitating human neurons and realizing artificial intelligence with the connection mechanism of neural networks. Machine learning, which is popular now, pursues "connectivism".

However, in the 1970s, because of the development level of hardware and the lack of computing power, "connectionism" once fell into a low ebb.

Until now, the computing power of the computer is advancing by leaps and bounds. Because the development of the Internet and mobile network has brought a large amount of big data, machine learning under the "connectivism" has the most suitable growth environment, and has begun to flourish, giving birth to a variety of platforms, algorithms, models, in all walks of life, various environments began to have a large number of applications, and even have A is going to replace human work.

Earlier this year, Huawei released the shengteng 910a training chip and shengteng 310A reasoning chip. Soon after, Ali Damo academy also released the world's strongest optical 800A reasoning chip. These hardware improvements will certainly enable machine learning to achieve more extreme evolution.

In the foreseeable future, perhaps 30 or 20 years, quantum computing will make a major breakthrough, and quantum computers will begin to be applied on a large scale. At that time, it will inevitably lead to changes in the field of a, and a more comprehensive, complex and powerful a model will be born. Perhaps, with the advancement of the research on human neurons, a more comprehensive neural network will appear In order to realize "super a" in the real sense.

But Xiang Kun can't wait until then. He doesn't have enough money, time and willingness to invest in hardware development and research. He doesn't want to lay a foundation for the future. He just needs an "a assistant" who can help him now - and can really help.

Therefore, his "innovation", his "bottom", still can only be built on the existing hardware conditions.

It sounds like a daydream, but Xiang Kun really feels that he has caught a little tail. It seems that there is only one layer of film missing. After breaking through, he will suddenly be able to see the light.

Xiang Kun looked at the time. It was not too late, so he picked up his mobile phone and said to little apple by wechat: "are there any plans for this weekend? Let your father bring you to play. I'll make you delicious food and take "Jingshan" out to play

"Well! You won't miss your uncle's time, will you Apple asked in a little worried voice.

Xiang Kun replied: "there is nothing to delay. I'm a freelancer now, and my working time is arranged by myself."

After making an appointment for them to come and play, Xiang Kun said unintentionally, "by the way, little apple, are you interested in computers?"

"Computer? I only know a little bit. When I was in the blind school, I had some courses, such as the basic structure of the computer. I didn't really understand it. " Little apple said to the truth.

"What can I teach you? As you know, computers, especially a, are widely used in many fields. In the future, there may be a "birdsong" interpretation, which can help you understand the habits of various animals. You can also learn about them. Maybe you will be interested in it? " Xiang Kun continued to guide.

"But I don't have any foundation. I'd better learn by myself first..."

"No, I can teach you from the beginning. You can ask me what you don't understand." Xiang Kun said firmly.

Then he began to use simple language to popularize computer knowledge from hardware to apple, including how Pu works, what's the principle, and how to use semiconductors to form gate circuits.

It has to be said that xiaoapple is really a good child to learn. After mentioning to Kun about the application of computer a in ornithology and zoology in the future, she was more or less interested in it and made her willing to learn.

And little apple's IQ is also very high. Although many of Xiang Kun's statements are as easy to understand as possible, they are not in kind after all, and they are relatively abstract. However, small apple can understand them very quickly. Even if they encounter something unclear, they can understand it immediately.

As soon as 11 o'clock arrived, he felt a little tired and sleepy in the voice of little apple. After that, Xiang Kun took the initiative to end the "course" and said that if he had any problems, he could leave a message on wechat and continue tomorrow.

After the conversation with xiaoapple, Xiang Kun began to pick up the pile of boxwood at home. Last week, he went out once. In addition to replenishing rabbits, he also found old sources to buy a pile of different sizes of boxwood for standby.

At this time, these woods came into use. Xiang Kun was going to carve them into some computer accessories, and then used the emotional mode of "interest" and "concentration" to "inject emotion".

By the end of this week, he's just about to finish a blood drinking period, when these "emotional infusion" items will be able to take effect.

During this period of time, Xiang Kun has basically sensed the "little yellow man wood carving" of little apple every two days, guiding her to dream and then "observing" in her dream.

At the beginning, after breaking away from the dream of the little apple, he was able to use the special cognitive mode of the little apple to establish a cognitive model. Only those things that appeared in the dream, touched or heard by the little apple would do.However, after twice drinking blood and twice mutating and evolving, this cognitive mode has become the ability of Xiang Kun.

It's as if the software was installed before, but the hardware on the computer conflicts, so only in the dream of little apple, the server, can run the software. Now, after upgrading, his own "hardware" has begun to adapt.

Of course, compared with little apple's cognitive model, it is still difficult for him to establish that special cognitive mode for any object. He can only have a very general feeling, which is mixed with his original cognition, which seems a little confused.

When Xiang Kun was working on his "a assistant project", his "flash of light" was not only based on his own ideas of mutation process and mutation model, but also those special cognitive patterns obtained in the dream of little apple.

He has a vague idea of combining the two kinds of "things", but he can't find a good starting point. After all, whether it is his own variation or the special cognitive mode from the little apple, he has not yet fully figured out what is going on, which belongs to the state of time and soul.

So now he wants to guide little apple to learn computer related knowledge, and then use her special cognitive method to build a cognitive model of the operation mode of the computer. Xiang Kun then borrows the dream of little apple to perceive the model and see if he can get any inspiration.

Xiang Kun thinks that this way is more worthy of looking forward to than continuing to think about it.

What's more, he really likes little apple. He can teach her some computer knowledge, which may be useful in the future? After all, the information age.

At the weekend, he enjoyed a meal he had prepared carefully and played with "jingshanshan" for a while. He was also enthusiastically tutored for several hours on computer related knowledge. He also sent a pile of "audio textbooks" recorded by himself. After obtaining three very special wood carvings, little apple and his father Li Yang got on the bus home.

"My uncle's cooking is better than last time!" Little apple said with some regret: "it's a pity that uncle Xiang and we are not in the same city, or we can rub rice from time to time, haha."

"Why didn't you see that you were so greedy?" Li Yang looked at his daughter and said with a smile.

"Who doesn't like delicious food?" The little apple said, carefully touching a wooden box in his hand, and said, "there are also these wood carvings. They are so small and the circuits are so small that they can carve traces to uncle. It's really amazing."

There are three wood carvings of different sizes in the wooden box that Xiang Kun gave her. They are the same proportion of the main board, PU and memory. It's not that Xiang Kun is reluctant to carve a 1:1 size, but she can't find such a large piece of wood for a moment.

When xiaoapple was at Xiangkun's house before, Xiang Kun specially disassembled a host that she had bought to do the project. She guided little apple to touch the internal parts of the computer, such as the motherboard and Pu, and explained to her in detail where the touch was and what the function was. It was compared with what he had taught her on wechat before.

Looking at the wooden box in Little Apple's hand, Li Yang also sighed: "Xiang Kun is really a good man. You can feel that he really wants to teach you computer knowledge."

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