Help all mankind

During lunch, project manager Guigui and Liang Shicheng talked about the black box factory.

She had a big brain and said in a half-joking tone:

"Just let Little Y use the factory arbitrarily? Are you afraid of artificial intelligence rebellion, and then you will produce a bunch of mechanical army for you in that factory."

"impossible."

Liang Shicheng decisively rejected this conjecture, and then disassembled the chopsticks. “Specific tools can only manufacture specific products within a certain range. The production equipment in the factory is dedicated to the production of automobiles and supporting parts.

Guigui touched his knees on the dining table, held his face with his hands, and continued to use his imagination.

"So is there such a possibility that Xiao Y uses the materials in the factory to reversely manufacture production equipment that can produce other things."

Liang Shicheng explained seriously while eating:

"Nothing like this will happen because it is bound by some physical laws.

Not to mention that we are in the raw material area. The raw materials we provide lack some rare metals, so we cannot produce many special parts.

Industrial manufacturing follows this rule, and what is manufactured is less accurate than the tools used to manufacture it.

The modern industrial manufacturing industry is highly dependent on automatic machinery.

The tool for producing the product itself is created by another set of tools, that is to say, there are tools for specialized production tools.

The tools that produce tools, and the superior tools that produce them, are like dolls.

In this process, the accuracy of one generation is lower than that of one generation.

The higher the upstream, the higher the accuracy and the higher the difficulty. It is commonly known as the parent device.

A commonly used term in the industry is that the machine tool used to manufacture machine tools is called the mother machine tool. The accuracy of the mother machine tool is not the same as that of ordinary machine tools.

Only the parent machine tool can be used to manufacture the next-level machine tool with lower accuracy, and the next-level machine tool cannot be used to manufacture the parent machine tool.

At the same time, the mother machine cannot manufacture itself.

China is a big country in the production of machine tools, but it still needs to import mother machine tools.

Another thing that is also restricted by similar laws is the strength of the rotor. Only harder materials can process softer materials."

"At the same time, these tools are also consumables, and key tools need to be replaced frequently.

I don't know what little Y can turn the factory into, but I have a good idea.

A fully enclosed factory has many benefits and can also prevent leaks."

The black box factory ran smoothly, and the company’s capacity crisis was temporarily resolved. Although it has received special care from certain countries and technology blockades due to its rapid development speed and superior products, it has survived.

Next, according to the agreement with Ridoff, Guigui should also help him create another AI.

After returning to the research institute, Ridolf warmly received Guigui this time and announced good news.

"Little Y is currently relatively stable. It's time to take this opportunity to develop the political commissar system."

Seeing the big doubts in Guigui's little eyes, Reidoff explained again.

The operation of a computer initially relied on programs written by people. Without the program, or without people, the computer will do nothing.

In other words, all knowledge of computers is written in manually.

But artificial intelligence is different from this model. The difference is machine learning.

To put it simply, people write a special set of programs at once, called an algorithm, which gives the machine the ability to learn.

Then there is no need to program again, the machine will learn on its own initiative.

The basic principle of machine learning is a reward mechanism. For example, let the machine learn to distinguish cats and show it many photos of cats.

It first finds the general rules by itself, and then conducts the test. This process sometimes requires the participation of artificial intelligence trainers.

When the AI ​​guessed the cat correctly, it will be rewarded with a point. After a long time, the AI ​​can identify the cat more accurately.

However, artificial intelligence trainers do not coach one by one, but write programs and modify algorithms in batches.

It's a bit like raising a child. It's a popular analogy. But in fact, computers don't have emotions, and the points rewards given are only cold data, which changes the weight of the model.

But Xiao Y has some differences in this point. Because of the addition of a special module, she can feel the feeling of success and loss, and strive to get rewards.

For Little Y's learning process, there is not only a reward mechanism, but also a punishment mechanism.

But Xiao Y’s thinking speed is much faster than humans, and the efficiency of using humans to implement rewards and punishments is still too low. So long ago, Ridov’s team thought of developing a separate set of AI to monitor and reward and punish Xiao Y. This system is called the political commissar system.

After Ridoff moved to the new research institute, both the small Y and the old political commissar system were upgraded significantly. As a result, the structure of the small Y was more advanced, which resulted in the actual improvement much larger than the old political commissar system.

So in the past few months, as Xiao Y and the old political commissar system battled their wits, the old political commissar system was finally contaminated with data and finally became unusable.

"What? What? What data pollution?"

Ridov’s narration was in full swing. Guigui became interested in one of the details. Ridov had to tell some popular stories.

"Little Y is not a human being after all. It has a lot of unthinkable problems, and it will get stuck under certain circumstances, especially some philosophical problems.

But Little Y's cleverness is reflected in that it not only knows where its thinking is at the limit, but also learns to use these questions to bully machines that are more stupid than it.

As a result, the political commissar system of the previous terms eventually fell into a situation of random thinking and memory overflow."

"Little Y was a product of the will of the country, but then the investment in the development of the political commissar system was reduced.

But fortunately, I have now found a group of people who can fully support me.

So it's time to develop a system of political commissars that can be compared with Xiao Y!"

After speaking, Ridov's body shook, showing the long-lost energy.

At this moment, Guigui asked a seemingly irrelevant question.

"Huh? If you follow the structure of Little Y like this, can't you just copy one set intact?"

Ridolph was stunned, as if hiding something, his tone became less agile.

"Little Y is a product decades ago, and factories that can provide small Y parts are long gone.

But it doesn't matter. Now that conditions are available, more advanced ones can be developed, and I promise to be more advanced."

Afterwards, Lidoff turned to face the noble ghost and directly expressed his intentions.

Researching all the special methods of training AI, Guigui is a very suitable trainer.

At the same time, a group of agents outside the empty old research institute were wandering around, and Ridov's move out of the old research institute had been told to their superiors.