Vol 2 Chapter 199: Birth (Part 1)

? As a t practitioner, I have been learning about the latest information. Xiang Kun naturally knows what the most cutting-edge and top a is now. 35xs
In the field of a, it is still the world of deep learning and neural networks. Domestic and foreign companies such as Gou, Penguin, Du Niang, Ali Niang, etc., have their own in-depth research directions, and they will publish the latest progress from time to time. .
After all, most of the current research directions of a are difficult to build good cars behind closed doors. Especially for machine learning, data, computing power, and algorithms are indispensable. Without enough data sets, no matter how sophisticated the algorithm is, and the computing power of the machine is n, it is difficult to get the desired results and further implement practical applications.
In some special fields, a has the ability to surpass or far away from human beings.
It is as if alphago has defeated the top Go masters one after another. With further improvement and iteration, it may be difficult for human players to fight with it in the future, and its opponent will become another a.
But speaking of it, it was really just a that defeated Ke Jie and other human chess players, was it just a machine?
I'm afraid that can't be said.
Just like Xiao Ming's combat power is only 5, he wants to meet his lover Xiaohong, but the road is blocked by a dragon with a combat power of 100, and he can't beat it.
So Xiao Ming returned to the village, gathered his dwarf friends, spent several years, conducted various simulated confrontations against the various weaknesses and fighting methods of the dragon, and then built a flying sword "White Emperor Sacred Sword."
"Bai Di Sacred Sword" has 200 combat power when fighting dragons!
So Xiao Ming, who shouted "The Baidi Sacred Sword and Yujian follow me!" easily killed the dragon and saw Xiao Hong.
So was the dragon defeated by the "White Emperor Sacred Sword", or Xiao Ming and his dwarf companion?
Without Xiao Ming, maybe the "Bai Di Sacred Sword" encountered a cat with a combat power of 3 and was photographed on the ground, because it had not been seen in the training set~!
Gouge's ert model last year even achieved stoa results in 11 nlp tasks in the top level test squad11 for machine reading comprehension, claiming to be far superior to humans in reading comprehension. Subsequently, the domestic teams of Xunfei, Penguin, and Ali Niang also took turns to reach the top in the squad test.
By the time squad20, the giant hard Asian Academy, Ali Niang and other teams are constantly refreshing better results. It seems that in terms of reading comprehension, humans have also been thrown far away by a.
But is it really so? a Really has a stronger reading comprehension ability than human beings? Already able to understand human thinking and ideas?
After all, the current a is still just an "advanced tool".
No matter how much it looks like a human being.
When Xiang Kun first started working on the "a assistant plan", he had already seen the bottleneck of machine learning and neural networks. So at the beginning, he did not have the idea of ​​"super a" because it was not realistic. He has always been Thinking of doing an integration and optimization under various existing frameworks.
But later he found that that kind of approach still took a lot of time and energy, and it was still not something he could easily complete with his own power. And since it takes so much effort, why don't you want to go further?
To put it bluntly, after a few mutations, he "swelled up" again. Holding two cents, he wanted to eat the best wonton in the world.
Because he felt that his two cents were very valuable, it would be a big loss to buy things worth two cents or even two or twenty dollars.
But what to do?
Xiang Kun had such a "flicker of inspiration" countless times, and vaguely had an idea, but he still couldn't completely take it in, and he still couldn't come out.
This is why he agreed to Zhang Qian to accept that project. He wants to help him find "that light" in the process of doing other projects.
Unfortunately, the help is not great. The framework of the project has been laid out and the core has been completed, but Xiang Kun’s "Assistant A Plan" still failed to find a good angle of digging.
Looking at the picture he drew on the screen to help him think, Xiang Kun held his chin in one hand and played with his own carved Arthas in the other.
Xiang Kun now understands:
If you want to make two million with two cents, you must have a very groundbreaking creation. It must be a brand-new thing from the bottom, a "lever" that can move the earth.
Under the old framework, he certainly couldn’t do it. Even if he mutated, his brain was much stronger than ordinary people or even ordinary geniuses in certain areas, but there are so many institutions and so many big factories in the world. , So many talents and teams gather together to study every day, with so many equipment and so many data available for them to use, he is incomparable anyway. Since they can't find a breakthrough under the old framework, it is equally difficult for him to do it alone.
But how low is this bottom layer?
In fact, innovation at the software level will never be possible without hardware.
Just like when computers were first born, artificial intelligence was divided into "symbolism" and "connectionism" and later "behaviourism".
"Connectivism" is also called the Bionic School, which advocates imitating human neurons and using neural network connection mechanisms to realize artificial intelligence. Now the hot machine learning pursues "connectionism".
However, in the 1970s, due to the development level of hardware, lack of computing power and other reasons, "connectionism" fell into a trough.
Until now, the computing power of computers has advanced by leaps and bounds. Because the development of the Internet and mobile networks has brought massive amounts of big data, machine learning under "connectionism" has the most suitable growth environment and has begun to flourish, giving birth to various Various platforms, algorithms, and models have begun to have a large number of applications in various industries and environments, and there is even a saying that "a will replace human work".
Earlier this year, Huawei released the Shengteng 910a training chip and the Shengteng 310a inference chip. It didn’t take long for Alibaba Dharma Academy to also release the world’s strongest Hanguang 800a inference chip. These hardware improvements will surely allow Machine learning has achieved a more extreme evolution.
In the foreseeable future, perhaps 30 or 20 years, major breakthroughs have been made in the field of quantum computing, and large-scale applications of quantum computers will inevitably lead to changes in the a field, which will inevitably be more comprehensive, complex and powerful. With the advancement of research on human neurons, a more comprehensive neural network that "plagiarizes" may appear, so as to realize the real "super a".
But Xiang Kun couldn’t wait for that time. He didn’t have enough money, time, or willingness to invest in hardware development and research. He didn’t want to lay the foundation for the future. He just needed an "a assistant" who can help him now— —And if it can really help.
Therefore, his "innovation" and his "bottom" can only be built on the existing hardware conditions.
It sounds like it is daydreaming, but Xiang Kun really feels that he has caught a little tail. It seems that he is only short of a layer of film, and he can suddenly see himself after breaking through.
Xiang Kun checked the time and it was not too late, so he picked up his phone and said to Little Apple on WeChat: "Are there any arrangements for this weekend? Let your dad take you to play, I will make you some food, by the way Take'Golden Shining' out to play."
"Okay! But this won't delay your time to Uncle, will it?" Little Apple's voice was obviously a little pleased, but asked with some worry.
Xiang Kun replied: "There is nothing to delay. I am now a freelancer and I arrange my working hours."
After arranging a time 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 a blind school, I had taken some courses, about the basic structure of computers. I didn't know much about the specifics." Little Apple told the truth.
"How can I teach you? You know, computers, especially a, have a very wide range of applications. In the future, there may be a "bird language" interpretation, which can help you understand the habits of various animals. You can learn and understand, maybe you will be interested?" Xiang Kun continued to guide.
"But I don't have any foundation, or I should learn by myself first..."
"No, I can teach you from the beginning. Ask me if you don't understand." Xiang Kun said firmly.
Then he began to use simple and easy-to-understand language to popularize computer knowledge from the hardware to the little Apple, even including how the pu works, what is the principle, and how to use semiconductors to form gate circuits.
I have to say that Little Apple is indeed a very good learner, especially after Xiang Kun mentioned the application of computer a in ornithology and zoology in the future, it has somewhat aroused her interest and made her willing to learn.
And Little Apple’s IQ is quite high. Although Xiang Kun’s many statements are as easy to understand as possible, they are still relatively abstract because they have no real objects, but Little Apple can understand them very quickly, even if they are unclear. You can understand immediately after asking a few sentences.
It was almost eleven o'clock, and after feeling a little tired and sleepy in Apple’s voice, Xiang Kun voluntarily ended the "course" and said that he could just leave a message on WeChat if he had any questions, and continue tomorrow.
After finishing the conversation with Little Apple, Xiang Kun began to pick up the pile of boxwood at home-he went out once last week. In addition to replenishing the rabbit, he also found a pile of boxwood of different sizes from an old source.
At this time, these wood materials came in handy. Xiang Kun was going to carve them into some accessories in the computer, and then used the emotional mode of "interest" and "focus" to "emotional injection".
Before the weekend of this week, he was just about to complete a blood-drinking period, when these "emotional injection" items were just ready to take effect.
During this period of time, Xiang Kun basically sensed the "little yellow man wood carving" of Little Apple every two days, guided her to dream, and then "watched" in the dream.
At the very beginning, after he escaped from Little Apple's dream, he could use Little Apple's special cognitive model to build a cognitive model. Only things that appeared in Little Apple's dream, contacted with or heard of Little Apple.
However, after drinking blood twice and mutating and evolving twice, this cognitive model has implicitly become Xiang Kun's ability.
It's as if only the software was installed before, but the hardware on the machine had conflicts, so the software could only be run in the dream of the server-Little Apple. Now after the upgrade, his own "hardware" has begun to adapt.
Of course, compared to Little Apple’s cognitive model, it is still difficult for him to establish that special cognitive model for any item. He can only have a very general feeling, mixed with his original cognition. It looks a little confused.
Xiang Kun's "a flash of inspiration" when he was doing his "Assistant A Project" before, in addition to the ideas that emerged from his own mutation process and mutation model, there are also those special cognitive models acquired in the dream of Little Apple .
He faintly had the idea of ​​combining two "things", but he could not find a good entry point. After all, whether it was the mutation of himself or the special cognitive model that came from Little Apple, he himself had not fully figured out what was going on. It was in a state of inefficiency and inefficiency.
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 computer's operating mode. Xiang Kun borrowed Apple’s dream to perceive the model and see if he could get any inspiration.
Compared to continuing to think about it, Xiang Kun thought that this method might be more worth looking forward to.
Besides, he really likes the little Apple. He can teach her some computer knowledge, maybe it will be useful in the future? After all, the information age.
On the weekend, I enjoyed a meal prepared by Xiang Kun at his home, played with "Golden Shining" for a while, and was enthusiastically tutored for several hours with computer-related knowledge by Xiang Kun, and gave away a bunch of his own recorded " Audio teaching materials", after getting three very special wood carving works, Little Apple and his father Li Yang got on the bus home.
"Uncle Xiang's food is better than last time!" Little Apple said regretfully: "It's a pity that Uncle Xiang and us are not in the same city. Otherwise, we can have dinner from time to time, hehe."
"Why didn't you see it before, you are so greedy?" Li Yang smiled at his daughter~EbookFREE.me~Who doesn't like to eat delicious! "Little Apple said, carefully touching a wooden box in his hand, and said: "There are also these wood carvings, which are also very powerful. Those'capacitors' are so small, and the circuits are so fine. Uncle Xiang can carve traces. so amazing. "
In the wooden box Xiang Kun gave her, there were three wood carvings of different sizes. They were scaled down wood carvings of the motherboard, pu and memory. It was not that Xiang Kun was reluctant to carve a 1:1 size, but he didn't find it for a while. Such a large piece of wood.
When Little Apple was in Xiang Kun’s house before, Xiang Kun also deliberately dismantled a host that she bought for the project before, guided Apple, and personally touched the internal components of the computer such as the motherboard and pu, and followed in detail. She introduced where the touched place was and what its function was, compared with what he taught her on WeChat before.
Looking at the wooden box in Little Apple's hand, Li Yang also sighed: "Xiang Kun is indeed a good person. I can feel that he really wants to teach you computer knowledge."
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