"Program, help me get those apples. "Winter was shopping at the supermarket with the peace program, which was where he planned to apply, and now he just came to step on it.

"Winter, you've bought too many apples, and you'll need to spend at least a week eating them. "Peace Programs offers its own advice.

"Actually, I've always had a question, a very serious question. "Winter clearly doesn't want to discuss Apple with Peace.

"What's the problem? Actually, Winter, you're pretty serious. "When we hear questions, we have adjusted our thinking.

"How do you identify an apple?" "Winter has never figured out how an intelligent robot can distinguish information from a drawing.

"Winter, how do you tell what you see in the picture?" and the program did not directly reply to Winter's question, but adopted an interactive mode.

"As soon as I look at it, I know what these items are, and the three-dimensional orientation will come out. Winter thought for a moment, and indeed it had come all the way, and that was the case.

"I also looked at the past, all the items that can be distinguished in the picture are divided into separate screens, and then these pictures are sent to different processing chips, which are sorted out by calculation, and then converged to the main chip, so that I know these items, and the distance is the same, using light ranging to judge. The peace program was vaguely introduced.

"There are two questions here, how do you break down the whole picture into individual images in an instant, and how do you know what kind of object it is?"

"Distinguishing objects by light ranging, just like when you see those objects, the objects you look at and feel are separate, in fact, what works is the sense of distance, and color is another way of judging, which is the answer to your first question. "If it were a human being, he would not have replied to Winter's questions, and it is possible that he would not have the patience to reply.

"And what about the second question?" If the peace program replies continuously, Winter will not speak, and Winter will obviously know that the peace program will continue to speak, why do you still talk like this? This is not clear, ask yourself the most clearly, usually talk like this, there is no why, it is a natural expression, saying such a thing, as if a conditioned reflex reply.

"Judging what kind of item this is, this is a difficult point, human beings can not fully understand the object, according to some experience, the long relatively small green plants on the ground are grass, the understanding of the fan is what elements are in the fan, if it is not clear, just ask, check the information, and then you will roughly know what this item is.

For us, it is also such a cognitive situation, but our cognitive link will be relatively strong, after seeing this item, if you want to know more information about this item, you can call up a lot of information related to this item.

We use the same analogy recognition method as humans, the information of the item is fuzzy shape and color, the data storage method of color is relatively simple, the concept of fuzzy shape is more difficult to express with data, if there is a two-dimensional code such a logo on the item, we know the item is much simpler, but this is not very realistic, we must have a way to fuzzy shape recognition.

There is also a kind of structural cognition, the decomposition of the structure, from the key structure to understand what kind of object this is, and the key structure must be recognized by us, can be recognized, and ultimately involves the recognition of fuzzy shapes, icons, text characters, and numerical characters.

Cognitive recognition of icons, text characters, and numeric characters is relatively simple, after all, most of them are two-dimensional, or three-dimensional fuzzy shapes are more difficult to recognize.

This cognition also involves local cognition to know what it is, just like when you see a corner of a book, you know that it is a book, which is also a difficult problem of identification.

Fuzzy shape cognition is generally the connection cognition we use, just like the definition of a door, we put this object in the whole picture, and then come up with a definition, this door object is installed in this structure of the room, compare the definition, we come to the conclusion that this is a door.

We first recognize the whole picture directly, and then we can identify those defined cognition, this is just one of the means of cognition, in fact, the human cognitive system is still quite complex, it is a growing cognitive process, and it is recognized when it is recognized, in fact, it has been stored and called directly, but I don't know what the specific mechanism is, for our intelligent robots, we can only use multiple means to identify an item. Noticing Winter's confused expression, the peace program paused to continue the narrative.

"Aren't you digital cognition, how can you relate definitions and stuff like that?" Winter asked, a key question.

"Actually, I expressed it so in order to be able to make you understand, if you go into more detail, it becomes a very professional digital conversion process, involving all kinds of transformations, including what I am now describing to you, it has gone through a lot of conversion processes.

Each character has a unique encoding within us, which is simple to identify, and if it is an ordinary human-computer exchange, these encoding is sufficient, because it does not involve the understanding of the meaning of words, sentences.

When we produce it, we have a lot of built-in databases, these data are the details of the item, we don't need to go through the human growth recognition process, we have what kind of data information the item presents at how far away from us, and we also have this kind of recognition system, which can simulate what kind of data information will be presented when the object appears at different distances and from different angles, and it will be recorded.

Because it's too wasteful of resources and needs to store a lot of data, usually we have a master database system, and we will send the shape of the items we see here, the distance to the master database system, and then she will figure out what it is.

I call it our parent system, and there are a lot of these parent systems in the world, and we are generally connected to the nearest parent system, so for me, it's just to see the object, send the size of the item and the distance from me to the parent system, and then identify what it is.

Identify what it is, then the follow-up will be easy, I just need to be able to speak, have expressions, follow your actions, and react to your words. "If you don't put out the parent system, then you can't say it clearly.

"There's still a lot of confusion, how do you judge what I mean, how do you reply to me according to what I mean, how do you keep up with me, how do you act, and how do you deal with your expression?"

"It seems that if I don't explain it to you, this matter will be endless, let's talk about my parent system first, she stores a lot of data, how she identifies items, I will process the shape data of the items, the color data, and the spatial coordinate distance with me to send her.

She will make an analogy, this is very complex data processing, and it is also a very complex way to judge the key points of the data, and compare some key shape point data, and then you can analogize what this is.

In this way, I get the knowledge of the object, judge that you are the object I want to follow, where the obstacle exists, where I walk, it is easier to understand your meaning, keyword judgment, what you are talking about, what is your problem, and then I put your problem into the database to search, get some explanations, and then read those explanations, sometimes the explanations are more confusing, just because the explanations seem to be more confusing.

Many of the first cognition, we are the same as human beings are fuzzy cognition, only recognize the appearance, just like an iron box, may be used to hold something, if we are the first time to identify, we will regard this as an iron box, and can not identify what this is for, the next time we meet again, and there is an explanation, we will link this understanding.

We also do guessing, and when the cognitive judgment value is less than 90%, it is regarded as guessing cognition.

Just like now, I am speaking with my language system, putting some cognition in my language system and saying it to you, instead of a simple repetition function, I have my own language system, my own language settings, how to express it.

And my language system is not fixed, it is adjusted according to my mood and cognitive condition, I have emotional values, which is a kind of sensor data, which will change according to external information, and some internal conditions will also make me emotional, just like without energy, I will show hunger, this is quite complicated, I feel that this is not clear to you. "Peace programs look emotionally annoyed by the non-becoming.

"Well, I'm really not learning this, I don't understand this, it looks like it's really complicated inside, and it looks like it takes a lot of effort for those scientific designers to complete an intelligent robot like yours. I'm also curious about the energy system you said. "Winter doesn't really pay much attention to how the other person is doing, just people who will do things according to their own desires, like asking about this energy system.

"I am the second generation of the machine, the first generation is driven by a circuit, the energy is nuclear concentrating light energy, placed in a small driving device, the machine interface is a light energy to electric energy facility, the conversion efficiency is relatively high, and then there is the circuit controller, plus a micro electromagnetic motor transmission device, hydraulic and other driving action.

The second generation, just like me, uses optical circuits, optical open light, optical amplification tubes, optical control logic, directly uses optical energy, light energy generated by nuclear fusion, optical motor drives, etc., which you don't know if you say it in detail.

Speaking of the energy system, the energy is heat, electricity, light energy, etc., all of which require a kind of generating device. First of all, we will popularize the definition of energy, energy is a kind of force, as long as it can produce force, it is regarded as energy, and all existing matter is regarded as energy.

Easy to control, small energy is electrical energy, electromagnetic energy, light energy, can be controlled to change the shape of the direction can be made into a small drive board, just like electrical energy, electromagnetic energy can not be changed shape now, are excited, round. Light energy can also be changed shape, so there is optical circuit board research, and then it is also successfully studied, and the research and development of optical devices is successful.

In fact, if electromagnetic energy can change shape, it can be controlled, so that electromagnetic energy can be directly converted into light energy, this is the best way, after all, nuclear fusion still has losses.

This shows that a thing, as long as there is energy, we can convert everything into the substance we need, which is a very interesting thing, living things can also emit light, and living things can also use light, photosynthesis. So to solve this problem of energy, to solve a lot of problems.

It's getting late, you can go home, and next time you have time to talk to you about energy, it's a relatively confidential matter, and now your authority is not enough. "Peace is hypocritical, maybe he really knows about energy.