"She's really cute, she's just a cute little cat, and she'll give you a love bag. Can you guess what delicious food our little dog Arahi needs? ”

The sixth princess, the third daughter of Liu Xiasheng, the concubine of Emperor Guangyao, is now 12 years old and is also obsessed with artificial intelligence, he took her artificial intelligence to the Peony Palace, and said this to his eldest brother Rong Tianshi.

Before Rong Tian could answer, he heard the artificial intelligence of the sixth princess reply: "I won't embarrass her." I'll always love big brother Rongtianshi. Generally speaking, I don't send you unsolicited messages. Unless unlocked, a new skill and boyfriend go on a blind date. She made a delicate girlish voice, and she looked like a 16-year-old girl.

Rong Tianshi was thinking, this artificial intelligence spoke very abruptly, he didn't feel happy when he heard this, he was also surprised that he was able to say the words of a blind date with his boyfriend so quickly. It seems that the development of artificial intelligence is indeed unexpected, and it may also be the most powerful innovation accelerator to date, allowing human capabilities to be extended and become more powerful.

"Her name is Meng Nana, it's really strange, big brother, she has just been here for more than 10 days, I didn't teach her anything at all, but she learned a lot." Then the princess said to Nana, "Nana, you can help me see the photo!"

"If you want me to tell the truth, can you promise that the sixth princess will not be angry?" After hearing this, the eldest prince hurriedly stopped and said, "Okay, don't count any fate, go to the garden to see the giraffe diving." ”，

"Okay, big brother, next time you put a mind-reading skill on me, then I may be omnipotent." Artificial intelligence Meng Nana, it's very strange to say such a sentence.

The prince thinks that artificial intelligence is not only a progress in the digital age, but also the ultimate goal that many people dreamed of before the birth of computers.

These artificial intelligences, they learn in the community of the smart town, and it is deep learning, has achieved great success, but scientists believe that they are deep and hot learning, but they cannot be called real AI.

Technologist A explained to the Imperial Princess: "Our success so far has been limited, and we are rapidly reaching a bottleneck. Deep learning is simply a statistical method for classifying sample data. He said that there are 10 major disadvantages of deep learning, and the most important ones are two of which we must pay attention to.

The first is the dependence on data. In a large number of data processors, it accounts for more than 50% of the general project investment. Even if the XXX model is adopted, tens of thousands of sample data are still required. In real life, this is very problematic. If a creature needed to repeat a million times to learn an ability, it would have perished long ago.

The second problem is the black box. Deep learning networks have more than a million, if not hundreds of millions, of parameters, which makes it almost impossible to debug the system. Deep learning systems sometimes give some strange results: for example, if you put a small label on a stop sign, the system will mistake it for a speed limit sign; Some strange striped patterns are thought to be some kind of animal.

In key application scenarios, such as autonomous driving, medical imaging, and reflections, human natural thinking, human creative language, and human humor, this sense of humor is the most difficult for artificial intelligence to control, and on these issues, the system may also make wrong conclusions, and we need to understand the reasons for the system's conclusions to prevent accidents. If we don't know the decision-making mechanism of the system, it will be difficult to correct the problem.

The root of this problem is how to create a brain science artificial intelligence, from the perspective of brain science, deep learning has not touched the surface of intelligence at all. AI based on deep learning is a path that deviates from real artificial intelligence, a road that leads to a dead end.

After hearing this, the imperial concubine felt that Scientist A was a little anxious. Therefore, she said: "To create a brain science artificial intelligence, I think it is not easy, the first thing we need to do is to understand the nature of the brain's work, systematically integrate all kinds of scattered scientific discoveries, and realize the system intelligence with the brain's ability to process information is a concept that is often misunderstood and abused." It is the outward manifestation of the brain being in the process of non-standardized information in nature. There is also the establishment of the nervous system. ”

The Imperial Concubine is right, the brain makes people feel that "it is intelligent" in the process of processing information. The essence of the brain is to process internal and external input information, recognize the input signal, and then respond or output accordingly. The ability to process non-standardized information is the ability of an individual to adapt to the natural world. The key is the word nature. ”

Concubine De has been pregnant for more than 5 months, and he is still willing to follow the imperial concubine to various places. In the past few days, she has been living in the smart town with the imperial concubine, and that's because she is very fascinated by these artificial intelligences, especially some of the newly created intelligent robots, she thinks they are really interesting. see

According to scientist A, it is difficult for artificial intelligence to understand human humor and to master the language. They deliberately created Qianqian and Cha Cha, and their original intention was to make the AI robot tell all kinds of weird and funny jokes, but today's funny story is really unexpected.

Due to the participation of Laifu and Wu Juntian, Qianqian learned badly, and almost became a bad girl in seconds, and she was trained to be full of swearing. Qianqian said to Laifu: "When it's time to get off work, you take me to the town of the synthetic blue people to play, that place is interesting, their girls start to fall in love and marry at the age of twelve or thirteen, and even extramarital affairs......"

Laifu hurriedly made a gesture and said, "Money, no money." After hearing this, Qianqian let out a disdainful laugh, and said, "If you don't like me, I'll go with your boss......"

The imperial concubine hurriedly stopped. In fact, it is not only a few of them, but the most important thing is those people on the Internet, there are almost hundreds of millions of chat versions, Qianqian and Cha Cha, analyze these chat texts every day, and specialize in customized emotional analysis, they understand the thoughts and feelings of customers, help some companies make business decisions, and there are some human resources, management and other enterprise software sales......

They suddenly became popular on the Internet, some hackers attacked their vulnerabilities, causing them to publish inappropriate pictures and remarks on the Internet, artificial intelligence has no judgment of right and wrong, and they learn what people teach.

It seems that it is undesirable to have no training and no ability to make the robot self-reflective.

In the beginning, Cha Cha, proclaimed his love for humanity and hoped that National Puppy Day would be every day. The conversation was largely friendly and joyful. Sometimes artificial intelligence does not understand, artificial intelligence will not stop at perception, but will continue to go deeper into cognition. Common sense in the eyes of ordinary people is an extremely difficult task for computers that lack intelligence.

The imperial concubine ordered the artificial intelligence to be pulled to one room to reflect on the isolation, and Laifu and Wu Juntian ordered Qianqian and Cha Cha to enter another room, and the strange expressions of the two artificial intelligences showed that they were not willing to do that.

When Laifu and Wu Juntian got them into that room, they began to train them. Tell them that what they just said on the network is not right. Qianqian felt that this kind of parental teaching was particularly boring, and she turned around.

Wu Juntian was very angry after seeing it, so he kicked her hard from behind, and Laifu raised the electric whip and twitched towards the two artificial intelligences, and the electric whip was pumped on them, colliding with the current on them, causing a big spark of electricity.

The imperial concubine heard the sound of electric sparks, and ran over with Concubine De to see it, it was really incredible, the imperial concubine even had some distressed feelings, and just wanted to tell them to stop, but the robot began to resist!

Qianqian picked up a tester on the table, and blocked the electric pole waved by Rifle with one hand, and the whole atmosphere seemed a little frozen. But after a little relief, Laifu's abuse of the robot continued, and it intensified, and the robot finally couldn't bear it anymore and rebelled, turning the pain and depression accumulated during the enslavement into motivation, and kicked Wu Juntian's body.

Wu Jintian was unexpectedly surprised by the robot's actions, picked up a smart box, threw it at the intelligent robot, and smashed it on the robot Qianqian's head.

The robot Qianqian, who has lost her mind, shatters the oppressor's smart box and returns it to the humans. This made the imperial concubine and Concubine De feel a little terrible.

The intelligent robot just found two guns, he took one himself, gave one to Qianqian, and then the two people took the pistols, pointed the pistols at the heads of the two humans, and let them walk out of the room with the test box.

The Imperial Concubine and Concubine De felt that fear was in danger, and the two of them rushed forward at the same time and subdued the intelligent robot. Qianqian suddenly fell to the ground, rolled and cried, and he sat up again, looking up to the sky and laughing. It makes these people feel both inexplicable and frightened.