Vol 2 Chapter 152: : That is ... logical analysis of self-emotion (2/3)

"PHC is not just a product. It is a brand-new field and a brand-new blue ocean ecology. It has enough capabilities to conceive the next decade of technology giants. In the next ten years, one will be born here. A unicorn company, or even a super unicorn company. "
"Our shoreline company will be committed to building and enriching this closed-loop ecological chain based on PHC ..."
At the press conference, when Ye Hua talked about the story of "closed loop ecological chain", everyone who wanted to enter the PHC suddenly sobered up, and then his mood became love and hate.
Knew it!
Whenever people in the mixed-tech industry, especially those in the mixed-internet technology circle, hear the "closed-loop ecological chain", they all immediately think of the closed-loop ecosystem that Jobs created for Apple.
This means that the coastline company must also build an application store similar to the PHC-Store, and it will also mean that as long as the content is launched on the PHC platform, the other party must get a commission.
Like Apple, this is the rhythm of making money lying on countless third-party developers. It can be said that third parties love and hate this closed-loop ecosystem. By the way, they also complain about a wave of Qiao Gang owners, all of whom If the head is not the respect of the dead, I really want to blame him with Joe.
However, scolding and scolding, a lot of companies wanting to build a closed-loop ecology while scolding, because everyone knows that building a closed-loop ecology can create a solid moat and make a lot of money.
Ye Hua's resolution is arrogant, but as long as it can make money, it is not a big problem. Apple has made a good start and third parties are willing to accept it, provided that it can make money.
The story of "ecology" Ye Hua did not emphasize, but it is enough to mention a few words, because this is for third parties. These people understand the words and do not need to repeat them too much.
And Ye Hua knows that the key lies in the user and the sales volume. Your PHC cannot be sold. The story of "ecology" is sky-high, and those third parties do not bird you.
But when PHC is sold and the scale of users is formed, it means that you have a huge infrastructure. If you do n’t talk about it, those third parties will naturally follow suit. After all, the world is all for the good.
Therefore, the core is the user and sales, and ultimately the consumer is the prerequisite for everything.
The weight problem Ye Hua has always been extremely clear, paused for a while, took a few steps on the stage and then said: "If it is likened to a life, PHC is the backbone, holographic display is a facial image, but a complete life seems to be still Lack of an inner soul ... "
This statement also aroused the curiosity of many people, and people also heard the meaning beyond the words. Is this a hint that there is a heavyweight product?
Suddenly, Ye Hua said, "Powerful AI is the key to the soul of PHC."
Many people in the industry were a little surprised. The coastline company is actually developing artificial intelligence? But soon it was relieved that today's technology companies are not embarrassed to say that they are a technology company without being involved with artificial intelligence.
It's no surprise that companies like Coastline are developing artificial intelligence.
But the surprise is that they can launch mature AI applications so quickly? You know, the people present were very clear that the company ’s conference today is to launch a series of products, and this technology development capability is too scary!
But more, what everyone is looking forward to is how Ye Hua's achievements in the field of AI, cowhide has begun to blow, but in the end, whether the talent can be as amazing as holographic technology is the most concerned.
"Before the announcement of Coastline's artificial intelligence products, before evaluating it, we should probably understand what the current state of the global artificial intelligence industry is like."
At this moment, Ye Hua's voice resounded at the press conference. He walked calmly and calmly on the stage, saying bluntly:
"Perhaps through all kinds of information channels, I heard that artificial intelligence will soon surpass human beings. The topic of artificial intelligence is hotter than ever in this era, and even it is said to replace the work of countless people. Many people care about the development of artificial intelligence. However, they are not because of how excited they are about the development of technology. The real starting point is an anxiety. "
"I am more convinced that everyone is suddenly so concerned about the field of artificial intelligence, and more concerned about whether their work will be robbed by artificial intelligence in the foreseeable future."
Netizens and fans who followed the live broadcast of the press conference quietly nodded in their hearts. This is indeed the focus of many people's attention. After all, the rice bowl is very important.
Ye Hua continued:
"So to what extent is artificial intelligence in the world today? It seems to be extremely fast, artificial intelligence can do most of the work, etc., but if you ask industry experts, the answer is the opposite, They are concerned that today's artificial intelligence is doing too little, not too much. "
"As for the philosophical issues of artificial intelligence replacing human beings, eliminating human beings, etc., I can say for sure that these people are not really experts in artificial intelligence."
At this point, the director broadcast the live broadcast to Elon Musk, who was in the front seat area, and a close-up shot of about three seconds stopped on Musk, who stared calmly at the stage with an expression It's hard to see what the big brother's inner fluctuation was at this time.
Some technology product enthusiasts are watching the live broadcast, seeing this close-up of the lens, Ye Hua just remarked on the stage, and instantly understood.
Because Elon Musk is one of the celebrities who has published concerns about artificial intelligence.
At this time, I gave such a shot to guide Li Shizhen's skin.
Barrage is also a variety of hides.
Is Silicon Valley Iron Man good face too?
However, Elon Musk is really not an expert in AI. His areas of expertise are playing rocket recovery technology and electric vehicles. AI is really not his specialty.
At the same time, Ye Hua on the stage said:
"At one point I had to vomit. Individual media and even some mainstream media. Now the exaggeration of artificial intelligence has reached a level that makes us in the industry who are engaged in AI vomit blood."
There was a burst of laughter at the scene.
"For example, the person who I often see in the media is the late Mr. Hawking. There is no doubt that Mr. Hawking is a great scholar, so what does he do? He is a doctor of physics and is a researcher. An authoritative expert in the fields of black holes and cosmology, but he has never engaged in artificial intelligence, and Mr. Hawking has been suffering from frost for many years and could not have done scientific research. "
"As a result, the media regarded him as an expert in the field of artificial intelligence, and asked him to come out and talk about the dangers of artificial intelligence. This is a very funny thing in itself, and there is suspicion of hot speculation. In my opinion, it is 看来AI fever. "
"So why do you take the views of some non-professionals so important, even as classics and truth? You should look at the senior experts who really study artificial intelligence, then you will find that they have a mind of caution and fear, including me I also feel that the current media is talking too much about artificial intelligence. "
"The development of artificial intelligence can be traced back to the 1950s. It is a very tortuous development history, and it is very helpless, because everyone is rushing up, and it wo n’t be long before they rush out, and every time they deal with it With high hopes, a large number of people entered the field, including a large amount of capital, and finally found that there was no breakthrough and they ran immediately. "
"People have been rushing again in recent years. Now any company feels that as long as they are involved in artificial intelligence, they can become taller. The market value doubles and doubles. It feels fantastic and incredible."
"So what is the current state of artificial intelligence? Most people study artificial intelligence. I think it should be said to be applications. All day, the media said that artificial intelligence did this and that, and won chess and played games. Win, these are actually a relatively simple technical route to those in the industry. "
"In simple terms, it is to collect big data and label data. For example, for image recognition technology, training with a large amount of data, and then doing a work equivalent to fitting, a multivariate function, you do not know what the function structure looks like , But that ’s okay. You have big data fitting. This is actually just the idea of ​​a neural network.

"Finally fitting the results, giving a good output to an input, you can identify what this graph is, and the recognition ability is even higher than that of a person."
"Of course this is good, but the premise is that you must have data support, and it is supported by a large amount of big data. This is actually a relatively low-level technical route for artificial intelligence research, and the establishment of large-scale data centers consumes very, very energy. "
"And now there is a more advanced route, that is, the Alpha-GO route, but it is still inseparable from big data, but the difference is that this data is not manually labeled, but let AI play with AI itself, Then let it automatically generate data, which is why Alpha-GO has become so strong in the future. "
"It started by learning human chess, and it became Alpha-Zero after it was upgraded again. Why is it called Alpha Zero? Because it doesn't need to learn human chess, the only thing he inputs from scratch is the rules of Go, and then in this Playing against yourself within the framework of the rules, you will soon be able to accumulate data and quickly find the best practice of Go to surpass humans. "
"So this is a relatively advanced technical route, and there are no small requirements for research and development capabilities, especially for computing capabilities and algorithms. The biggest contribution of the Alpha-GO team is to prove that this path can be taken, so it is artificial. A big sign of progress in intelligent development, which has directly led to many industries now refreshing their technology and achieving things that could not be done before, such as image recognition technology. The application of specific face recognition has brought great benefits. Business value. "
"But this route is still too narrow in my opinion and far from good enough. In my opinion, all the artificial intelligence currently on the market is actually not intelligent. I know that my words will definitely cause controversy. See how to define intelligence. "
"I mean, the only application of artificial intelligence in the market is data statistics and analysis. You give it big data, and then he learns from it, so that he can get a set of ratios based on big data. People are better, so is the so-called big data deep learning. "
"But is it really a way for us humans to learn a piece of knowledge? I don't think it is at all. For example, parrots and crows. Everyone knows that these two birds are about the same size. Parrots are smart to learn, right, but I think The parrot is more mentally retarded than a crow. "
"Why? It seems that the parrot looks smart. You learn it after repeating a few words in front of it. The parrot learns tongues, and it is standard to imitate human speech. But if you try to talk to the parrot, you will find , It doesn't know what it's saying at all, because it can't understand what it says, it's just a mechanical repetition. "
"Similarly, there are many so-called chatbots now. The chatbots of artificial intelligence applications that everyone usually comes into contact with. There are also many videos and screenshots of chatting with chatbots on the Internet. At first glance, they are amazing. For example, Microsoft Cortana, Xiaomi's Xiaoai. Classmates ... well, I am not specifically targeting which AI product, I mean all artificial intelligence on the market is the same (spicy chicken). "
There was another coquettish laughter. The audience subconsciously added the word "spicy chicken" in their hearts. Ye Huaren said so, and immediately rejected the AI ​​on the market. The scene The media is most happy to see this happen.
Gonghuo, this is the favorite thing in the media.
Ye Hua then said:
"Why do you say this? First of all, has it passed the Turing test? As for the wide openness on the Internet, it is simply nonsense to say that they deliberately failed the Turing test. The reason is simple. The upper limit is there. You ca n’t say A three-year-old child understands calculus, and he ca n’t understand, so he said it on purpose, okay, this brain hole rumor is broken, so is it self-conscious? Obviously, no!

"I remember that Saudi Arabia granted the British-developed artificial intelligence Sophia a citizenship. It looked shocked and caused a lot of media controversy at the time. In fact, you ca n’t really talk to it. If you talk more, you will find that it is actually Rushing back and forth, just a few sentences back and forth, you may find that it doesn't actually know what it is talking about, just like parrots learn tongues. "
"Then why is it that the crow is smart? A real example, the crow I am talking about is a crow in reality. It was filmed."
At this time, a huge screen was projected on the scene of the conference, displaying a long-time recorded picture with high quality.
"This crow in the picture got a tall nut and wanted to eat the fruit inside, but he couldn't peck the shell, what should I do?"
"So it made an observation and found that high nuts fell on the highway, and the car wheels came out as soon as it was pressed. OK, the crow made this observation, and at the same time it realized that such cars often cannot eat on the highway. Fruit, because it is too dangerous. "
"Then it made a second observation and found that there are traffic lights on the road. When the red light is on, the car will not go. At this time, it is safe to eat fruit."
"At the same time, the crow made an inference that what was observed at this traffic light intersection was also passed at another traffic light."
"Look, how clever this crow is. People may see this example and say that it shows real intelligence. But the paradigm of crows doing things is the opposite of what we usually understand artificial intelligence. Artificial intelligence uses Big data analysis is for small tasks. Crow is for small tasks for big tasks. The opposite is true. "
"What data did the crow get? It only observes a handful of examples, because it has only one life, and it can't run by itself to test it, otherwise it will die N times."
"So, real artificial intelligence is able to extract the internal rules from very small and very limited data, and finally evolved a very reliable execution paradigm immediately."
"Why can this be done? Because it has a causal relationship, and traditional artificial intelligence is just a statistical and correlation data analysis ~ EbookFREE.me ~ Another chestnut, the rooster screams and the sun will rise , The two are a related relationship, but it is not a causal relationship, not that the sun rises because the rooster crows. In fact, we all know that the sun does not rise every day. "
"So there is a core issue here, causal logic is not the same as related logic, which is important."
"Otherwise, if we do image recognition, the recognition is basically its function. For example, one can see at a glance that this house is a kitchen, study, bedroom, etc., because we first think of what the function of this place is for. In this way, many features in the image can be immediately seen. For example, one can easily judge a modern study and an ancient study. Although the appearances look very different, if they are identified by current computers or artificial intelligence, they will not be recognized at all. Would think that these are two identical things, how can they not be identified, but people can accurately judge at a glance, this is the study, because its function is the same. "
"That's because people are able to analyze the causality behind it."
"The same cannot be ignored in the study of artificial intelligence, so I want to consider artificial intelligence. I think we must consider two points. One is the laws of physics, that is, the laws of nature in the physical world. The second is human motivation. This is used to drive people to think. In my own words, that is ... logical analysis of self-emotion! "
"And the AI ​​research and development of our coastline company has taken such a route and made revolutionary progress ..."
The implication is that Ye Hua is implying that artificial intelligence in the real sense has been created? When this remark came out, it was tantamount to a deep-water bomb being detonated, and the industry insiders were all shocked.
...