Cyber Heroes

"You can earn, but I will never lose." Xiang Shan nodded, "And this music really makes me very profitable. Old Di is not a scientific researcher, so he said It's just a superficial."

Di Bernard shrugged, said with a smile: "That's true. Would you like to explain the Boss again?"

"'Imitate Mr. Kawai Kenji "The AI ​​is not difficult to make." Xiang Shan said: "The real role of the hundred music critics is not just to train the composition AI. They will also evaluate the results of the composition AI output and write for example. A certain part of this song is not like Mr. Kenji Kawai’s comments. And these comments will also be recorded-what do you guess?"

Old Di nodded, took out the praise Attitude: "Also...training AI, right?"

"Bingo! I trained a batch of music review AIs by the way. Of course, the evaluation angles of these AIs are not as diverse as humans-humans A song can be evaluated from the dimensions of'style, pioneering, experimental, ideological, and emotional resonance'. Their evaluation angle is only one, and that is,'is it like Kenji Kawai'."

"Each music review AI will only get data from a random 60 of the 100 music critics. Only one group can get the evaluation data of all 100 music critics. There is also one The group will only harvest the evaluation data of other music review AIs."

"In short, when the project is promoted to the 2nd stage, these AIs will be separated into a set of mirror images and form a closed loop in another supercomputer. , AI creation, AI evaluation, AI feedback to AI."

"The two types of AIs give feedback to each other, strengthen each other, and finally reach a higher level."

Lu Xuanyu was a little bit shocked: "May I ask...what is the result?"

"As a natural person, as long as you are familiar with Mr. Kawai's work to a certain extent, you will basically be unable to output the music of the AI ​​and Mr. Kawai himself. Separate the music-unless you remember all the music of Mr. Kawai." Xiang Shan pushed the tweet and could only use glasses with a beautiful face: "Rather than the music critics who are not familiar with Mr. Kawai, some of them can distinguish the music output by AI. Open. For example...well, those AIs love the white noise element too much, but currently no human musician has integrated this element into music so harmoniously."

Zhu Xinyu Fu:" Ah-this is exactly the problem with the database you gave. Those AIs can't understand that'white noise and orchestral music are two sounds to humans'."

"There are similar problems. Some. But the summary is that if you judge from the perspective of'like Mr. Kawai', then there is a great probability of being fooled. But if you jump out of this thinking To set the situation, first judge from the perspective of'is it a human', there may be some gains. "

Lu Xuanyu was a little dizzy: "This... Mr. Kawai is also a'human', I mean, it is also in the category of a'human musician', right? "

"Human people's judgments of whether they are human or not are vague. If your brain is focused on judging whether these music conform to the style of Kenji Kawai, then the use of white noise may also be considered by your brain as a creative attempt by Mr. Kawai-and those white noises are the integral elements of the music. It's not obvious! Don't emphasize it! "

In the last sentence, Xiang Shan turned his head and said to Zhu Xinyu behind him.

Lu Xuanyu nodded: "Then this research...Where did you make money?" "

"We finally examined the code of the machine and tried to find the parameters that make people think that music has Kenji Kawai's personal style. This parameter is the so-called'authority'. There is also a parameter of'how to judge whether the music is like Kenji Kawai's personal style'. "Xiang Shan said, "Since the last century, mankind has been trying to build a'method for computers to understand the world' from scratch, in turn to study the'path for mankind to understand the world'. "

"And one of the very important and very ambiguous directions is'how do humans recognize other humans'. People, after all, people are the sum of all social relations. Why do humans think that other people have a'personality'? In what way does this'personality' exist? "

"I have a friend who believes that the data that determines human personality is actually very small. Most of the huge data in human consciousness are'commonality'. If you use the proper format for compression...Ouch, sorry, it's a lot of talk all of a sudden. "

Nodded in awe of Lu Xuanyu: "It sounds like a very meaningful study. "

"I actually opened another project team. Do you know the promotional materials on the streets of Tokyo? Including the theme activities of the Sky Tower, the huge posters on the streets of Shibuya, and hundreds of graffiti on the street publicity vehicles. "Xiang Shan said, "The name of the first under the heavens Martial Dao conference is from the most popular comic "Dragon Ball" of the last century. "

Lu Xuanyu had a vague hunch: "Boss, you won't be..."

"Ah, yes, yes. I also trained an AI that imitated the author of "Dragon Ball" Akira Toriyama. "Xiang Shan nodded, said with a slight smile: "Since computer graphic recognition is a problem, I actually intend to let the teacher Toriyama draw it by himself. But a friend of mine stopped me and said, "The old birds are 90, don't harm the old birds, just make the whole set if you want to do it." So I clenched the teeth and did it-but it was easier than I thought. The Japanese trained AI to imitate the manga god Osamu Tezuka more than ten or twenty years ago. Open a cooperative project, get their research experience, and then bring in the cartoonist who has been the assistant of Mr. Toriyama Akira and the old artists of the "Dragon Ball" animation production team..."

Old Di added: "Dragon Ball is an important part of the world's popular culture at the end of the last century and the beginning of this century, and it has already received extremely wide attention. This move is very eye-catching. In addition, according to public reports, this research is of great significance to how long-term blind people can restore their vision, and is helpful to patients with cognitive dysfunction such as dyslexia, spelling disorder, partial aphasia, and agnosia. "

Lu Xuanyu nodded: "It's... amazing. "

Because of his past experience, he has great respect for the research of these medical uses.

"Well, in addition to those, of course we have also won Why is Toriyama Akira's parameter. "Xiang Shan nodded: "Lao Lu, during your surgery, let's talk about it." Topics about'what is Jeet Kune Do' and'what is Li Small Dragon's personal style'. If you want to know the answer, I can also ask for you-use AI to ask God. "

Lu Xuanyu pondered for a moment, then shook the head: "Actually, it's not necessary. "

"My teacher once told me that Jeet Kune Do is not purely at the technical level. We should be more concerned about how martial arts affect our thinking and lifestyle. "