Technology: breaking the hegemony that monopolizes the world

A young but slightly pale and thin face appeared in the mirror.

Ordinary appearance, but with a touch of strange 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 kind of serial murderer.

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 the system software engineering department of Jiuzhou Technology, 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 changed from white to gray-black, and then gradually turned to green.

Behind these strings of ID codes, subroutines of intelligent programs are evolving, evolving, and dying.

After Zhang Benyu finished tapping the song with his fingers on the armrest, he turned off the virtual reality enhancement function and cleared his field of vision.

Then, he took out a pamphlet from his pocket.

Familiar opened the paper and looked at the recorded content on the paper. Zhang Benyu speculated in his heart: "

Artificial intelligence program AI uses computer programs to simulate human thinking processes and automate these tasks, relying on programs that simulate human intelligence.

Use high-performance computers to learn large amounts of data 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, repeat them hundreds of millions of times, and then go from clumsy to intelligent. This is 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.

Broadly speaking, 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. It also requires sociology, biology, Daxia cultural tradition Yi Xue, and even traditional Chinese medicine, qigong, and 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 shouldn't be so knowledgeable and specialized. Cross-disciplinary cooperation in so many disciplines can still 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 we specify, they run step by step. If conflicts arise, they will be resolved by themselves relying on conflict resolution rules.

Therefore, after running independently for many years, this huge server is like a pool of stagnant water. Although there are active bacteria and miscellaneous bacteria, it has never been able 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 the genes of greater contradictions 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 could not control the dividing line, but now it seems that the AI ​​program is also developing, giving it If we have the opportunity, there will eventually 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 more doubtful look in Zhang Benyu's eyes became, 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 completely devoted to thinking about intelligent program AI, Zhang Benyu didn't even notice that an "uninvited guest" came to his research laboratory.

Gu Qing swiped his identity and entered the research room, and saw that his right-hand assistant was still "wandering in a fugue". Although he did not walk in, he also 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. Just by looking at Zhang Benyu's lips opening and closing, and changes in his expression, he can guess and infer who his own technical executive is. Layers have fallen into a "knowledge barrier".

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 an advanced creative thinking ability based on physiological and psychological organs of life, 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 also fundamentally different.

Wisdom expresses the comprehensive ultimate function of biological intelligence organs, while intelligence is part of the skills mastered by living things.

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? "

Facing the arrival of his big boss, Zhang Benyu was not surprised at all, and there was no look of surprise on his face.

His eyes were deep, and after listening to what Gu Qing said word by word, he nodded slowly and said: "Yes, I am thinking that if the NPC characters of "Cosmic Adventure" are allowed to maintain this kind of operational investment, then we will continue to By collecting these program data, will we one day create truly intelligent alternative life forms?

Does this count as touching the so-called ‘god’s realm’?

And how should we deal with the world after "smart AI programs" become 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"?

They must have been able to break the rules then, just as 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? "

call……

Gu Qing took a deep breath.

He looked at the student in front of him who began to cry silently as he spoke, and his heart was filled with emotion.

The world will never lack smart people, it just lacks channels for smart people to communicate and inspirers to solve contradictory 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 what if, Zhang Benyu solved this problem.

That young man will be "immediately sanctified."

After a moment, Gu Qing just spoke: "When thinking about this black hole problem, why don't you take practical actions to verify and reason, just like we conquered the mountains of technological difficulties, instead of developing and overcoming small problems step by step, why? Can you fight your way 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 perform deep and effective learning from the data.

Establishing 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 large amounts of data to achieve high-precision 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 train the model, 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, if there are too many swear words, slang, illegal speech, and weird words, the model will definitely deviate or even be contaminated by junk data. By then, you will have to be a psychiatrist. An intelligent AI program that handles evolutionary problems. "

When talking about this precaution, Gu Qing's expression was a little abnormal.

At this time, the intelligent AI Xuanwu suddenly encountered a piece of "weird" data for some reason.

"Okay, sir. The setting set has been updated."

"Wait a minute, put your current personality set on my phone."

"Okay, sir."

Sister Yu, Luo Li, Mrs. Zheng, and the eldest lady of a wealthy high school student with a strong and arrogant personality have to pretend to be gentle and caressing due to the pressure of their upbringing. This is a strange setting.

"What exactly 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 was because Gu Qing was the creator of Xuanwu, but Gu Qing also remembered this dark history at the same time.

His 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 leak and later optimized Xuanwu's logic program several times. , otherwise it may really be defeated by "junk" data.

The most powerful AI hidden by Jiuzhou Technology may be Haechi...

Perhaps it was precisely because Xuanwu encountered these problems when it was born and grew 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: "In order to get the best results you need from model training, you must spend more than three hours a day to patiently and carefully select and clean the training data. and important annotations, and effectively segment and distribute the data to ensure that the model has good generalization capabilities.

The AI ​​development platform does not require your own research for the time being. Our Jiuzhou Science and Technology Research Department has an AI platform within it, but we have not developed it for you. We are also afraid that you will use this platform to make some harmful AI programs.

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 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 several 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.