I...... Nima!

It is difficult for a layman to imagine the mental journey of the professors after Qiao Ze's humble consultation.

If it weren't for the depressing habits on weekdays, there would probably be a "slot" full of tea rooms at this time! ”

If this topic can be really made, what kind of Changjiang scholars can be evaluated, it is completely possible to evaluate the National Science and Technology Progress Award in a high-profile manner, and then go directly to the Academy of Sciences to become an academician.

Just to comment on the Changjiang scholars is too condescending.

But regardless of whether this topic can be made or not, Qiao Ze just said these concepts, which made these professors unable to sit still.

It doesn't matter if José is blowing ......

It is impossible for a person who is new to group theory to combine the framework of self-supervised feature decoupling with group theory.

Even at this time, half of the professors still hadn't figured out what Qiao Ze was trying to convey in this topic.

This is already a very detailed research direction for topic selection.

And it does have practical guiding significance.

During this time, chat GPT has become popular.

All walks of life are being bombarded with chat GPT and even doubt that their jobs can be replaced by this state-of-the-art AI technology.

If Huaxia can really develop an artificial intelligence program that is recognized by the industry as better than chat GPT, and a few more people will cheer for this kid, the National Science Progress Award may really be awarded.

But should this be something that a high school student who hasn't yet entered college thinks about?

Although the tea in front of him is full of fragrance, this tea is really a little undrinkable.

……

"How did you come up with this proposition?" Someone asked after the crash.

Qiao Ze patiently explained: "Because I have used chat GPT, I feel that the current model has the problem of black box characteristics and partial prediction, so I think bringing the causal inference model can achieve the robustness and solvability of the model." Nowadays, similar technologies rely too much on big data, which will lead to high dimensionality, continuity and coupling.

Especially in the choice of many variables, the observed variables are naturally decoupled from each other, such as the Simpson paradox. If we can bring the traditional causal model framework into the group theory approach, we can change that. ”

Zhang Chunlei followed up and asked, "Then do you know how difficult this proposition is?" Have you ever wondered how many difficulties you need to solve in conducting research on this topic? ”

Qiao Ze nodded and said, "Yes." The biggest difficulty is to find a universal invariant, or find a way to split the change and the invariant so that the computer can understand it; The second difficulty is the decoupling of the variables themselves, and a way to balance them needs to be found. and how to embed it in the current deep learning model so that the two do not conflict with each other. These are probably the three hardest points. ”

The professors were stunned......

It looks like I've really thought it through!

Zhang Chunlei stared at Qiao Ze with a cautious expression for a while, then raised his head to look at Li Jiangao, who was sitting next to him without saying a word, and asked directly: "Xiao Li, how long have you been with this child?" ”

Li Jiangao picked up his mobile phone and looked at it, and showed a wry smile: "About four and a half hours." ”

Zhang Chunlei was stunned, then looked at Qiao Ze, who had no change in expression, and asked, "Qiao Ze, when did you start learning mathematics from anyone?" ”

Qiao Ze thought for a while before shaking his head and said, "I haven't studied systematically. ”

Zhang Chunlei frowned and asked, "Then what do you think of your understanding of group theory, and what you just said?" ”

Qiao Ze's answer was half a beat slower, but very careful: "I saw a very interesting question on the Internet, just thinking about it can make me feel clearer." Then I was hooked. Later, I found out that I couldn't find a clue just by relying on the knowledge in the textbook, so I looked for materials on the Internet to study.

Probably just to understand what needs to be learned to solve this problem, I went to the Internet to find video lessons. At present, I have read some online advanced mathematics courses, as well as calculus, linear algebra, geometry, algebraic geometry, radiation geometry, projective geometry, group theory basics, modern physical theory foundations, high-energy physics, particle physics analysis, quantum mechanics from beginner to proficient.

By the way, there are also computer-related courses, because the amount of calculation to solve that difficult problem is still quite large, and it needs computer assistance. ”

"Looking for courses online to study on your own?" A professor asked in surprise.

"Aren't you like that?" Qiao Ze also asked in surprise.

"Is there a possibility? Are these courses more efficient to learn in the classroom? A professor smiled bitterly.

"Impossible! Including a lot of nonsense from teachers in the video, a simple concept is repeatedly emphasized, and people are treated as fools. You can skip directly by watching the video, but you can't do it in class, you can only get distracted. Qiao Ze retorted seriously.

It makes sense, the professors couldn't refute it, and even began to silently review whether they were guilty of such too long-winded mistakes when teaching students. Don't you look down on those smart student dolls under the podium too much?

"Haven't you encountered some problems that the online course doesn't understand? What do you still don't understand after reading it, do you need to ask questions? Another professor asked without giving up.

Qiao Ze nodded and generously admitted, "Of course there is." ”

Then he carefully explained: "But there are a lot of similar videos on the Internet, and a teacher doesn't understand it, so let's listen to another video and compare it." If you change three videos and still don't understand, then stop and re-sort out the key nodes before and after this knowledge, and you will definitely be able to understand. This is a little learning experience that I shared, and I would like to thank Professor Zhang for being able to answer my question just now. ”

After saying this, Qiao Ze subconsciously glanced at Li Jiangao beside him.

He felt that his performance today must have been excellent.

They all remember to receive benefits from others, and do not forget to repay others.

This should be what Uncle Li taught him just now, the way people express themselves after learning gratitude.

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 it would not be too much to let Qiao Ze say that the topic should not be too much, but who would have thought that this kid obviously had too many things in his head......

He had a hunch that he wouldn't even want to 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, was slightly unhappy in his heart, but he quickly adjusted his mentality.

Actually, he was quite happy today.

Although these uncles don't look very smart, after all, these people can at least really understand what he says, and they can give feedback.

Unlike the people he met before, those people didn't understand what he said, and he looked at his gaze and scrutinized, so stupid that there was no boundary......

Hey, it's tiring to think about!