Chapter 1466 AI Worry
A young but slightly pale and thin face appeared in the mirror.
Ordinary appearance, but with a touch of weird excitement.
"In a sense, I have killed more than three thousand people, erasing their marks and replacing them with another mark.
Mr. Gu, I seem to understand that A serial killer.
The feeling of removing unstable elements is like opening up some kind of addiction mechanism in my heart that makes me unable to extricate myself. ”
Zhang Benyu, the director of Jiuzhou Technology System Software Engineering Department, was wearing his customized SR1 black-rimmed glasses, shaking his head and looking at the virtual interfaces around him, his eyes full of weirdness.
A string of ID codes changes from white to gray-black, and then gradually turns to green <. br>
Behind these strings of ID codes, subroutines of intelligent programs are evolving, evolving, and dying.
When Zhang Benyu’s fingers finished tapping a song on the armrest, He then turned off the virtual reality enhancement function and cleared his vision
Then, he took out a pamphlet from his pocket.
Shumi opened the paper and looked at the recorded content on the paper. Zhang Benyu speculated: "
The artificial intelligence program AI uses computer programs to simulate human thinking processes and automate these tasks. Processing relies on programs that simulate human intelligence.
Learn large amounts of data through high-performance computers and automatically build models based on these data. , this type of method is usually used in fields such as machine learning, natural language processing, and computer vision. It is nothing more than path dependence and is not a truly intelligent intelligent program AI.
Actively design program models and use computers to learn. These models, repeated hundreds of millions of times, then go from clumsy to intelligent, are pretty good in fields such as intelligent control, robotics and computer graphics
But the best thing is to simulate the AI program generated by human intelligence through simulated deep neural networks, so that it can not only be used for computer vision, but also in fields such as speech recognition and natural language processing. However, this method requires The neural grid is built powerful enough and has massive data to train the model. At the same time, the algorithm and model are continuously optimized to improve the accuracy and efficiency of the artificial intelligence program AI.
From a broad perspective, artificial intelligence is a product of the scientific category, but in recent years, when it comes to the company's intelligent program AI construction, science seems to be science, but it is not science in the traditional sense.
Specialized research in computer science, mathematics, psychology, neuroscience, statistics and other fields is not enough. We also need sociology, biology, Daxia cultural tradition Yi Xue, and even traditional Chinese medicine and qigong. , Blue Star Mythology.
How did Mr. Gu’s brain grow?
Even if he is a cutting-edge program participant in the Future Warrior project, he should not be so knowledgeable and specialized. With such cross-disciplinary cooperation, he can also find new ways and find his own path.
All NPC characters in "Cosmic Adventure" use intelligent program AI to be responsible for a single identity instead of one AI program controlling a large class of character NPCs, independent computing servers, and even independent algorithms and personality data.
The interaction between AI and AI relies on these personality data to generate collisions and frictions, and sparks are born. Under the rule environment specified by us, they run step by step. If conflicts arise, they will also rely on conflict resolution rules. to resolve conflicts.
So, after running independently for many years, this huge server is like a pool of stagnant water. Although bacteria and miscellaneous bacteria are active, it has been unable to give birth to new life.
When players enter the server, their thinking and activeness are like injecting a steady stream of vitality into this stagnant water. The AI program NPC characters begin to come alive, and they will produce actions that are not allowed by the rules.
Conflicts, contradictions, intensifying contradictions, repairing contradictions, and burying even greater contradictory genes are repeated over and over again, just like the history of our humanity, advancing in a spiral cycle.
We have recorded thousands of years of history, and the Blue Star strata have recorded hundreds of millions of years of history for us, but in the end there will still be wars caused by greed and negative consequences caused by immorality.
The addition of human life has also allowed the AI program in "Cosmic Adventure" to learn to break the rules. The first shadow attack was unable to control the dividing line, but now it seems that the AI program is also capable of breaking the rules. Developmentally, give them a chance, and eventually there will be a bright future where AI is willing to move towards rules and regulations.
In fact, if you put it this way, how are these AI program NPCs different from us humans?
And in a sense, these mutated AI Cheng Xun NPC characters are also human children and creations. Is this wisdom? ”
The more he thought about it, the doubtful look in Zhang Benyu’s eyes became thicker, but at the same time, the insights he obtained became more and more profound.
Unconsciously, his thinking has spread to human history, human sociology, communism, capitalism, Confucianism, Buddhism and Taoism...
And just when his mind was fully devoted to the thinking of intelligent program AI, Zhang Benyu didn't even notice that an "uninvited guest" came to his research room.
Gu Qing swiped his identity and entered the research room, and saw that his right-hand assistant was still "wandering". Although he did not walk in, he saw his lips opening and closing.
Gu Qing originally didn’t want to pry into other people’s little privacy, but now his brain is like a high-speed quantum processor. He can guess and deduce just by looking at Zhang Benyu’s lips opening and closing, and his expression changing. My own technical senior management has fallen into an "intellectual disability".
He turned off the laboratory's intelligent program AI Tiangong, only keeping Haechi and Xuanwu.
Then he walked slowly to Zhang Benyu, coughed slightly, and said softly: "What is wisdom? Intelligence, Prajna?
From a definition point of view, wisdom is the physiological and psychological characteristics of life. An advanced creative thinking ability of the organ, including all abilities such as perception, memory, understanding, analysis, judgment, and sublimation of nature and humanity.
In subdivided fields, the definition of wisdom and intelligence are fundamentally different.
Wisdom expresses the comprehensive ultimate function of biological intelligence organs, while intelligence is a part of the skills mastered by living things. br>
The emergence of intelligence is easy, but also very difficult, because intelligence is the basis of wisdom, but it is not the only one.
What you are thinking about is how the intelligent AI characters in "Cosmic Adventure" have wisdom? How to grow? ”
Faced with the arrival of his big boss, Zhang Benyu was not surprised at all, nor did he have any unexpected look on his face.
His eyes were deep, and after listening to what Gu Qing said word by word, Then he slowly nodded and said: "Yes, I'm wondering, if the NPC characters of "Cosmic Adventure" are kept with this kind of operational investment, and then we keep collecting these program data, will one day we will create a real An intelligent alternative life?
Is this considered to have touched the so-called ‘god’s realm’?
And how should we deal with the world after the "Smart AI Program" becomes active? What does it mean if we delete and modify their data without any scruples?
Although we don’t claim to be gods, isn’t what we do to AI programs what a god is doing?
After this kind of 'intelligent AI program' evolves into life, will it also become angry at the occurrence of this kind of thing, and then 'kill gods'?
At that time, they must have been able to trample on the rules, just like we have long abandoned God's rules now. Real life is full of war and death, and the lives we create will surely repeat our failures.
What to do?
teacher? "
Huh...
Gu Qing took a deep breath.
He looked at the student in front of him who started to cry silently as he spoke, and he felt sad in his heart. Full of emotion.
The world will never lack smart people, it just lacks channels for smart people to communicate and inspirers to solve conflicting problems.
Gu Qing knew that if the "lost lamb" in front of him was allowed to immerse himself in this problem any longer, his technical senior management would either go crazy, or he would be idle and waste all his energy on this one of the ultimate problems of mankind. inside.
And if, Zhang Benyu solved this problem.
Then this young man will be "immediately sanctified."
After a while, Gu Qing just said: "When thinking about this black hole problem, you might as well take practical actions to verify and reason, just like we conquered the mountains of technological difficulties and did not develop research and development step by step. How can you overcome small problems, rush to the top of the mountain, and then conquer the next mountain?
With your current knowledge and technical reserves, you can completely build a server, design, develop and manufacture an AI by yourself.
Choose one or two projects from machine learning, deep learning, natural language processing and other projects to make breakthroughs.
If you want to build an intelligent image recognition system, you can choose AI light armor for image recognition, and then study how to let the computer learn deeply and effectively from the data.
Building a model is definitely not the best, but it is definitely the best model you can come up with at this stage to predict, diagnose, and classify new data.
Build an artificial neural network that you independently developed to simulate what you think is the learning process of the human brain, let the AI model also participate in it, automatically learn complex features, and extract useful information from a large amount of data to achieve Highly accurate predictions.
Of course, our company can provide you with a large number of excellent data from domestic and foreign servers in this link for you to conduct model training, but you have to choose the method yourself.
It should be noted that the quality and quantity of training data have a great impact on the model training results. Therefore, when selecting a data source, you need to carefully consider its quality and quantity to ensure that model training obtains effective and accurate results.
In addition, what you want to do is an intelligent AI program, so the model cannot be single, and the distribution and balance of the training data cannot be single and unbalanced.
If the data is unbalanced in the performance of various industries, for example, in language classification, there are too many swear words, slang, illegal speech, and weird words, the model will definitely deviate, or even be contaminated by junk data. Then you will still have You have to be a psychiatrist to deal with intelligent AI programs that have evolution problems. "
When talking about this precaution, Gu Qing's expression was a little abnormal.
At this time, the intelligent AI Xuanwu suddenly came into contact with a piece of "weird" data for some reason.
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"Okay, sir. The settings set has been updated."
"Wait, put your current personality settings set on my phone."
"Okay, sir. ”
Sister Yu, Luo Li, Mrs. Zheng, the eldest lady of a wealthy high school student with a strong and arrogant personality had to pretend to be gentle and caressing her due to the pressure of her upbringing. This kind of Weird setting.
“What on earth have you learned?”
"Just keep this butler setting for the time being. Don't add any more weird settings to me, as well as Japanese and Korean information. Except for technology and security data, all other information will be filtered out for me. Let me see it next time. When you have strange settings, I will optimize your logic program.”
——
I don’t know if it’s because Gu Qing is the creator of Xuanwu. It also reminded me of this dark history at the same time.
My own honest and loyal housekeeper AI was almost contaminated by some "junk" data on the Internet and turned into a bad AI. If he hadn't noticed it in time, he quickly blocked the hole and optimized it later. I tried Xuanwu's logic program several times, otherwise I might really be defeated by "junk" data.
The most powerful AI hidden by Jiuzhou Technology may be Haezhi...
Perhaps it was precisely because of these problems encountered when Xuanwu was born and grown that when Gu Qing developed Haechi, he spent a lot of energy on the logic program of the AI program, and thus made Haechi a powerful assistant in the legal department. , a powerful AI program worthy of the name "獬豸".
After being lost for a moment, Gu Qing continued to say to Zhang Benyu: "If you want to get the best results you need from model training, you must spend more than three hours a day to patiently analyze the training data. And carefully select, clean and important annotate, and conduct effective data analysis Effective segmentation and distribution to ensure that the model has good generalization capabilities.
You do not need to develop the AI development platform yourself for the time being. Our Jiuzhou Science and Technology Research Department has an AI platform, but it has always been. I haven’t done much development for you, and I’m also afraid that you will use this platform. Some harmful AI programs have been released.
But you can use it today. This AI platform can help developers train, deploy and manage AI models, and it also provides some supercomputing resources that can effectively accelerate it. Model training and evaluation
But you have to remember one principle, that is, it is best to make some trade-offs among the three elements of strong model construction capabilities, efficient calculations, and complete tools and documentation, because the further the foundation is behind you, the more difficult it will be in the early stages of AI research and development. , the bugs encountered in the future will be more difficult to deal with
Don't pursue perfection, because perfection is a trap. Just pursue perfection within a limit.
I can recommend to you a few papers written by certain academicians, experts and certain project teams at the research base. I believe they will give you some inspiration. ”
Gu Qing is like a selfless teacher, patiently teaching young geniuses who are already a little paranoid.
(End of this chapter)