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The stage was quiet.
Of course Lin Xun wouldn't think that the silence in the audience at this time was because what he said calmed them down, because there really wasn't any bright spot in what he said just now.
He thought that it might be the title and index of the two papers that appeared on T at this time. The dissertation is where the real voice lies, and industry loves it as much as academia even off campus.
But he didn't intend to stay on these two papers for too long, and just briefly introduced: "As for the concept and implementation of the engine, we have done some necessary research and built a preliminary framework. Its implementation is not complicated. , just a comprehensive utilization of some IoT system knowledge, if you are interested, you can get a general understanding through these two papers.”
"But," he said, "we all know that there are many unpredictable complexities in the real world."
After all, he turned to the next page, T, which is a conceptual diagram of an autonomous driving system.
Autonomous driving is a real problem that has haunted researchers for many years, and there are countless related studies with different directions. Even if countless people are invested in it, they will not be able to take the crown. It was not until five years ago that the in-vehicle automatic driving system suitable for all road conditions and all scenarios was finally realized by Galaxy.
In the concept map, it explains the three needs of the autonomous driving system, ten types of scene information and five-level control instructions. Just an outline summary, it can already make people imagine the complexity of the actual operation.
"We've all seen this picture, the problems that we have to face in the design of autonomous driving systems, even now, are very complex and difficult to solve. However, driving is only a small part of human activities. So, we think To develop an artificial intelligence assistant that can flexibly assist the owner in any situation, there are only two options. The first is to pay a huge amount of work to let it learn and record information from all aspects of human life. feasible."
After saying this, Lin Xun smiled at the audience and said, "The second way, make it more intelligent."
There was not sparse, but not warm applause from the audience. Lin Xun estimated that half of it was for his face, and half was out of perfunctory and encouraging nature, because the above remarks are really exaggerated and make Artificial intelligence becomes smarter is a slogan that many people will shout to brag to investors, but very few people realize this slogan, and there are even many companies operating in the dark. Behind the artificial intelligence services are real people disguising themselves.
Lin Xun even saw two of the judges showing kind smiles, just like the kind smiles that the tutors did their best to rebuke when they looked at the students who made frequent mistakes in their work.
But it doesn't matter.
He continued: "We have adopted an artificial intelligence architecture approach that is different from the traditional network and machine learning systems, using methods based on chaos and fuzzy mathematics, and using a random-refutation system to form the second stage of the artificial intelligence decision-making process. Simplification and increased decision-making freedom.”
The applause suddenly slowed down.
Lin Xun reflected on whether his speech rate was too fast, and he didn't, so it was probably because what he said just now was a bit of a twist. When people are thinking, their body movements will slow down, which is reflected in the applause, which is the weakening of the applause.
Before the applause had stopped, Lin Xun quickly turned to the next page.
- The applause stopped suddenly, and the field fell into dead silence. Everyone off the field - no longer looked at Lin Xun's face. Lin Xun glanced at the stage, but found that no one was looking at him. They all stared at the big screen behind him with the eyes of dead fish in the pot. .
Lin Xun coughed, cleared his throat, and then continued: "... These are some of our theoretical foundations. For the sake of time, I won't explain it to you in detail."
This T is very simple, with black characters on a white background, correct and rigorous fonts, a standard essay format, nine essays, a time span of six years, from their student days to this year, mainly when they were in school.
There are two systems for publishing papers, conferences and journals. Top conferences are called top conferences. In computer science, top conferences are more valuable than top journals. Although the nine top conference papers are not particularly outstanding results, it is enough to show that their work is not a castle in the air.
The first person raised his hand, and the phone in his hand.
The second person raised his hand, and the phone in his hand.
The shutter sounded. Others seem to have suddenly received some instructions, and they also picked up their mobile phones and started taking pictures, perhaps wanting to check the impact factor.
In order for them to take pictures, Lin Xun stayed on this page for ten more seconds before turning to the next page: "This is another part."
The page just now was more focused on computers, with a large contribution to architecture and security, and the instructor also provided a lot of help. This page is more focused on mathematics. It is no longer a top meeting, but has been replaced by three articles and one area SCI.
Research in industry and academia, although both in the same field, have their own strengths and weaknesses. They dislike each other most of the time. The academic world thinks that the problems studied by the industry are too low-level to be worth mentioning, and the industry thinks that the topics studied by the academic world are of no practical significance. But sometimes, the needs of the industry dictate the research direction of the academia, and the discovery of some neglected achievements in the academia by the industry may also set off an industry turmoil. For example, Lin Xun felt that he had nothing to brag about, he just took advantage of an unnoticed loophole.
He turned the T page and replaced it with some formulas that had to be explained, and said: "Twenty years ago, there was a wave of using fuzzy mathematics to develop artificial intelligence, but due to some well-known limitations, this genre gradually Decline is no longer the direction of artificial intelligence research."
"However," he said again, "when AI technology continues to progress, mathematics is also expanding its boundaries. In 2020, Dr. D. Hell proposed the concept of scattered clusters in complex dynamic systems, which is a major advance in chaos theory. , is also my inspiration. Next, I want to spend five minutes on how the performance of artificial intelligence changes when these theories are applied to reality.”
There was applause from the audience again, Lin Xun looked aside, and the frame sitting next to him gave him a V.
Lin Xun smiled at the audience again and cut the T down.
The ability of the architecture to make T is as good as his ability to make papers. Lin Xun often produces a mediocre result, but after the rendering of the architecture, it has become an omnipotent tool in practical applications.
Luo's construction is based on many concepts, some of which are difficult to understand, such as chaos and fractals, which cannot be explained in detail to the audience. Easy-to-understand concepts, such as ambiguity, generalize a lot of rhetoric. For example, if it’s raining, you need to put away your clothes, and if it’s sunny, you need to dry your clothes. Artificial intelligence knows these two things. So, what to do when it's cloudy? This is ambiguity, and Luo can deal with that ambiguity with ease. When it is cloudy, you should wait and see, and you should judge the degree of cloudy days to infer the probability of rainfall, so as to decide whether to take away your clothes in advance. Of course, the real world situation is more complicated than collecting clothes, but it knows what it needs to learn, and it learns more than it thinks.
Other methods in the field of artificial intelligence can also solve this problem, but this field has a characteristic. For a specific kind of problem, there is always one solution that is obviously better than other methods, and for another kind of problem, there is another optimal solution. Algorithms, each branch is extremely refined. Therefore, as artificial intelligence becomes more and more intelligent, the scale of human labor required by this industry is increasing.
Not practical enough, just not elegant enough. Lin Xun wanted to use one method to solve most of the problems, and he felt comfortable that way. This used to be a very distant wish, but now it is closer to the realization of the wish, thanks to the development of mathematical theory.
He went down step by step to talk about T.
It also sighs the fabricating ability of the structure step by step.
The architecture starts with an intelligent housekeeper tailored for individuals, and then talks about smart home, about logistics deployment, about human liberation, about super intelligence, about virtual reality, and about human destiny.
T stopped at an exaggerated big-character poster, and Lin Xun read it out in an expanded sentence.
"AI works for us in all walks of life, it plays our limbs, but sometimes it can also play our brain."
He ends the day with this romantic quote.
The applause from the audience was thunderous, not frivolous applause, and their feelings were also very serious. Artificial intelligence will always be a dream that many people are fascinated by.
Lin Xun looked down the stage. When his eyes met an audience member he didn't know, the audience put down his applauding hand, gave him a thumbs up, and raised that hand up. Raised high.
Lin Xun smiled at him.
In fact, he was very calm the whole time before, but now his heartbeat is a little faster.
A man is happy when he is doing something—the happiness that sustains him all the way. But when the results are recognized, it is another kind of happiness. He has always felt that his work has meaning, but when others see it, the work has value. Lin Xun admitted that this mentality was a bit tacky and vain, but he never claimed to be a noble person.
In the applause, the host came up to conduct some transitional hosting.
Lin Xun spoke for more than ten minutes, and his mouth was inevitably dry. At this time, he relaxed a little and suddenly swept over the computer screen that controlled T in front of him. arrive.
He looked at the screen, and it turned out to be the live broadcast of the qualifiers. The final selection of the Science and Technology Expo is a triennial event, but the pre-selection is not a trivial matter. It is also broadcast live on the whole network and all platforms. The upper left of the screen shows the number of viewers. There are 890,000 people, and it continues to increase. In the last two seconds, 89 jumped and became 90.
Lin Xungen did not expect that so many people were watching. On the right side of the screen there is a white piece of white, he looked over, it was the barrage area, the barrage was refreshed in real time at the bottom, and the top ten barrages arranged by popularity were at the top. The piece that was refreshed in real time was densely packed and swayed too fast. At first glance, it turned out to be "I'm here!" and "I heard that there are good-looking children here."
Lin Xun looked up.
He didn't read the most popular barrage carefully, it was just some gimmicky words praising his appearance.
The second most popular is: is this Dongjun? ? ? ? ? ?
Lin Xun didn't want to see the man's name now, so he passed by quickly.
The third caught his attention.
"It's gone, I've written 12 papers on one concept, there's not so much water in the ocean, and there are so many barrages talking about it, so why don't you stay in school?"
Lin Xun: "?"
He looked down, and the fourth caught his attention. The tone of this article was very strict.
"Fuzzy mathematics has failed once in artificial intelligence, because there is no room for new development of fuzzy mathematics. People should not use outdated concepts to fool people."
Lin Xun's heart was like water, and he clicked on the comment under this barrage, and found that it was full of "hahahahahahahahaha", with a few words "recommended to listen again" "ears don't need to be donated to useful people"" Friends, have you heard of Xun?" "The requirements are not high, you will first post AAAI and come back." Lin Xun smiled, but he was actually slightly confused. He felt that his communication habits with the online community were out of touch. When he was addicted to the water forum, everyone was still treating each other with courtesy, which was far less happy than it is now.
Fifth: "The man is back, and I still remember the fear of being dominated by them in the big class."
The comments under this article are all asking for popular science and being popularized and implementing popular science. Lin Xun hurriedly swiped it. Just as he was about to read the sixth article, he heard the host's transition words and said, "The next ten minutes is a question time, please Everyone asks their own questions.”
Lin Xun turned back and looked at the field. At this time, out of the corner of his eyes, he saw that the number of people in the live broadcast room had surged to 930,000, as if the audience was rushing in frantically.
The question light was on, and the first one to get up was a chubby young boy, wearing a white shirt and a pair of thin-rimmed glasses, with a smile on his face. Although he was kind at first glance, looking at his smile again would make him smile. I can tell that this is the kind of very serious and difficult technology enthusiast, but I guess he is still a layman, because his fat is healthy and slightly fat, not puffy, his hair is black and thick, and the eyes behind his eyes are also piercing, which is not in line with the program. the overall portrait of the group of members.
He asked: "Hello, my surname is Wang, you can call me Xiao Wang, I'm a product manager."
—Some of the audience suddenly booed contemptuously together, it seems that they are all programmers who have a mortal hatred with the product manager.
But Xiao Wang was calm and continued: "You said a lot, but I want to know, how can you prove that it is smarter than other artificial intelligences?"
Lin Xun briefly glanced at the security structure.
For the questioning session, they preset a lot of possible questions and the best preset solution, the first of which is this question.
How do you prove that your AI is better than anyone else's? Do puzzles? A game of chess? Math game? In fact, none of them is right. These results are all one-sided and have no effect on calming people. They designed a more hype and more bluffing answer.
But now, he glanced at the number of viewers of the live broadcast, looked at the very conspicuous barrages of questioning and ridicule, and recalled the previous conversation with Xue Xin, and suddenly changed his mind.
In the finals, the Bradrick test was made public, and at that time, any fancy display was invalid, and the winner or loser was determined by the coefficient. So now, he wants a most beautiful stage, a stage watched by a million people, which can be regarded as giving his children enough cards.
During the two seconds he was thinking about, Xiao Wang in the audience seemed to be unable to wait, and said again: "Please answer."
It was very quiet in the arena, and Lin Xun smiled.
He stopped with his right hand on a button on the display stand and said, "I want someone else to tell you about this issue."
The voice fell, and he pressed the button.
Inside, the lights went out.
Lin Xun said: "Luo, say hello to everyone."
How to prove that an artificial intelligence is smarter than others
- Of course let it answer itself.
And in the next second, a faint blue light appeared in the center of the stage.
From this blue light, a figure expanded outwards, and after three seconds, Luo gently landed in the center.
Needle drop is audible.
In the blue light, Luo was wearing a loose and flowing delicate white robe, with bare ankles, long silver hair floating in the air, and the hair was dotted with decorations like water droplets. Ice blue eyes seemed to come from the depths of the sea. The three-year-old boy looks like an elf prince living in the depths of the forest.
"Hi," the young man said in a slightly milky voice, "Hello, I'm Luo."
After a brief silence, Lin Xun heard the loudest noise in the venue.
Thousands of people said in unison: "Wow—"
Luo turned to look at Xiao Wang who asked the question: "Do you have any questions for me?"
Xiao Wang opened his mouth slightly, also looking surprised.
After a full five or six seconds, he said: "General questions, you can definitely answer them."
There was laughter in the arena, and Lin Xun couldn't help but smile.
When a child is beautiful, it is easy to think that he is also smart at the same time.
Xiao Wang rolled his eyes: "The math question is also not suitable, you can retrieve it. I will ask you a social philosophy question related to you."
The venue began to cheer and applaud.
Luo took a few steps in his direction, his clothes fluttering, and said, "Excuse me."
Xiao Wang showed a sly smile on his face and asked: "Your artificial intelligence has invaded our life, your designer claims that you are a more advanced super system, I want to ask you, wait for you to take over everything in human society. After mechanical labor, or even other advanced labor, how do we humans survive and live?"
The field booed again: "Wow-"
The host also smiled and said, "This is the problem of transcendence."
Xiao Wang smiled and looked at Luo. After the shouting subsided and disappeared, Luo did not speak for a full five seconds.
In the sixth second, the host moved the corner of his mouth, as if he wanted to save the game.
However, at this moment, Luo said lightly—
"I want to answer you directly." His voice seemed to have changed a bit, from a clear milky voice to a hoarse voice unique to fifteen or sixteen years old, thus appearing calm and self-contained: "But your purpose is to test me, so I will explain first. my thought process."
The eyes of the audience were all focused on him, and the number of people in the live broadcast room continued to surge, rising to 1.2 million.
"First, I extract the key information in your question, look for similar semantic information in my database, perform analogical reasoning, and determine the result. Then I synthesize the language, modify it, and get the answer."
Xiao Wang raised his eyebrows and said, "I'm looking forward to your answer."
Luo looked at him, its avatar didn't speak, just looked at him quietly, and its voice sounded in all directions of the venue through the sound system.
"In the 18th century, the first industrial revolution, machine labor replaced manual labor, and the world population was 1 billion."
"In the 19th century, the second industrial revolution, electricity replaced manpower, and the world population was 3 billion."
"In the 20th century, the third scientific and technological revolution, technological breakthroughs in many fields, the world's population is 7 billion."
"Maybe you want to say that human jobs are gradually being replaced by technological products, but no craftsmen, manual workers have been killed or impoverished because of the first, second, and third technological revolutions, and the global population continues to increase, the average Longevity increases and social structures change.”
"I don't think you need to worry about our growth being a threat or a hindrance to you, because you, the entire human community and society, are moving forward like a power function curve."