I...Nima!
It is difficult for a layman to imagine what the professors were going through after Qiao Ze's humbly asked for advice.
If it weren’t for the daily depressive habit, there would probably be a tea room full of “Holy shit!” at this time.
If this topic can really be done, what Yangtze River Scholars should be evaluated? It can be a high-profile evaluation of the National Science and Technology Progress Award, and then directly go to the Academy of Sciences to become an academician.
Just to criticize Yangtze River scholars is too humiliating.
But regardless of whether this topic selection can be completed, Qiao Ze made these professors unable to sit still just by saying these concepts.
Regardless of whether Qiao Ze is bragging...
It is simply impossible for people who are new to group theory to combine the self-supervised feature decoupling framework with group theory.
Even at this time, half of the professors have not yet figured out what Qiao Ze wants to express by choosing this topic.
This is already a very detailed research direction.
And it does have practical guiding significance.
During this period, chat GPT has become popular.
All walks of life are being bombarded by chat GPT, and they even doubt that their jobs can be replaced by this most advanced artificial intelligence technology.
If China can really develop an artificial intelligence program that is recognized by the industry as better than chat GPT, and if a few more people cheer for this kid, the National Science Progress Award may be awarded on an exceptional basis.
But should this be something a high school student who hasn’t gone to college even think about?
Although the tea in front of me was full of fragrance, I really couldn't drink the tea.
…
"How did you come up with this proposition?" someone asked after the collapse.
Qiao Ze patiently explained: “Because I have used chat GPT, I feel that the current model has black box characteristics and biased prediction problems, so I feel that bringing in the causal inference model can achieve the robustness and solvability of the model. Similar technologies now rely too much on big data, which will lead to high dimensionality, continuity and coupling.
Especially in the selection of many variables, the observed variables are naturally decoupled, such as Simpson's paradox. This situation can be changed if we can bring the traditional causal model framework into it using group theory methods. "
Zhang Chunlei then asked: "Then do you know how difficult this proposition is? Have you ever thought about how many difficulties need to be solved to conduct research on this topic?"
Qiao Ze nodded and said: "Yes. The biggest difficulty is to find a universal invariant, or to find a way to separate the change and the invariance so that the computer can understand it; the second difficulty is the mutual solution of the variables themselves. Coupling, we need to find a way to balance it; and how to embed it into the current deep learning model so that the two do not conflict with each other. These are probably the three most difficult points."
The professors were stunned...
This looks like it’s been really carefully considered!
Zhang Chunlei stared at Qiao Ze cautiously for a while, then raised his head to look at Li Jiangao who was sitting next to him without saying a word and following Qiao Ze's behavior, and asked directly: "Xiao Li, do you want to keep this child with you?" How long?"
Li Jiangao picked up his phone and looked at it, then smiled bitterly: "About four and a half hours."
Zhang Chunlei was stunned for a moment, then looked at Qiao Ze, whose expression showed no change, and asked: "Qiao Ze, when did you start to systematically learn mathematics from whom?"
Qiao Ze thought for a while, then shook his head and said, "I haven't studied systematically."
Zhang Chunlei frowned and asked, "What about your understanding of group theory, and how did you come up with what you just said?"
Although Qiao Ze's answer was half a beat slow, he was very careful: "I saw a very interesting question on the Internet. Just thinking about this question can make me feel clearer. Then I became fascinated. Later I found out , I couldn’t find a clue just relying on the knowledge in textbooks, so I looked for information online to learn.
I probably need to first understand what I need to learn to solve this problem, and then I will go online to collect video courses on that aspect. Currently I have taken some advanced mathematics courses online, including calculus, linear algebra, geometry, algebraic geometry, radial geometry, projective geometry, foundation of group theory, foundation of modern physics theory, high energy physics, particle physics analysis, and quantum mechanics from the introductory level To master these.
By the way, there are also computer-related courses, because solving that difficult problem requires a lot of calculations and requires computer assistance. "
"Search for self-study courses online?" a professor asked in surprise.
"Aren't you like this?" Qiao Ze also asked in surprise.
"Is there a possibility? These courses can be learned more efficiently in the classroom?" A professor asked with a wry smile.
"Impossible! Many teachers in the video talk a lot of nonsense. They emphasize a simple concept over and over again, treating people like fools. You can just jump to it when watching the video, but you can't do it in class. You can only get distracted." Qiao Ze retorted seriously.
It made so much sense that a group of professors were unable to refute it and even began to silently review whether they had made such a mistake when teaching students. Do you look down too much on those smart student dolls under the podium?
"Have you ever encountered some problems that were not explained clearly in the online courses? After reading it, you still don't understand and need to ask questions?" Another professor asked unwillingly.
Qiao Ze nodded and admitted generously: "Of course."
Then he explained carefully: "But there are many similar videos on the Internet. If a teacher doesn't understand it, just listen to another video and then you can basically understand it by comparing it. If you still don't understand after changing three videos, then stop Come down and sort out the key nodes before and after this knowledge, and you will definitely understand it. This is a small learning experience I shared, and I would like to thank Professor Zhang for answering my question just now."
After saying this, Qiao Ze subconsciously glanced at Li Jiangao beside him.
He felt that his performance today must be excellent.
Everyone remembers the benefits they received from others, and never forgets to repay others.
This should be what Uncle Li taught him just now, the way people express gratitude after learning it.
Such a good learning experience should be very helpful to them, right?
It's a pity that Li Jiangao didn't notice Qiao Ze's eyes at all. His mind was blank at this time.
I thought that not letting Qiao Ze talk about the topic would not be too extreme, but who would have thought that this kid obviously has too many things in his head...
He had a hunch that he wouldn't even get a good night's sleep tonight.
Even if he is late for tomorrow's meeting, these people will not let him go.
Qiao Ze, who noticed that Li Jiangao was distracted, felt a little unhappy, but quickly changed his attitude.
In fact, he was quite happy today.
Although these uncles don't look very smart, after all, these people can at least really understand what he said, and they can also give feedback.
Unlike the people he met before, they just didn't understand what he said, and they looked at him with all kinds of scrutiny, so stupid that they were boundless...
Hey, I feel tired just thinking about it!
