Chapter 481 AI that cannot communicate


"Hello, Grandpa Huang! Long time no see!

"Uh...that, that...

"It turns out...Li Jingzhe is here too?"

Same day Two thirty in the afternoon, Yingyi Building, VIP viewing room.

Rui Zhao, who was invited, greeted Huang Baoyang and Li Jingzhe politely but cautiously.

Hearing the embarrassing words of the beautiful girl in front of him, Li Jingzhe couldn't help but curl his toes, and even the muscles on his face felt a little unruly.

"It turns out", "Yes too"...

It seems...

She doesn't want to meet me at all! ! !

For a moment, the heart of the top student in Yao Class of Qinghua University suddenly sank, and he wished he could find a hole in the ground and crawl in directly!

But now that we have come, there is no reason to shrink back now.

When they made an appointment with each other earlier, they said that Huang Baoyang wanted to meet Rui Zhao while taking advantage of the Yingyi Cup.

But Li Jingzhe knew that this was essentially asking Grandpa Huang to help matchmaking so that he could have the opportunity to meet Rui Zhao. He wanted to pretend to be mute, but that was not appropriate, so he had to bite the bullet and say:

"Rui, Rui Zhao, long time no see..."

Huang Baoyang didn't seem to feel comfortable seeing Li Jingzhe. If you can let go, please help:

"Rui Zhao, I called Li Jingzhe because I thought it was boring to watch the game alone. Please don't mind if there are more people..."

"Ah! No, I don't mind at all!"

The girl shook her hand.

"Li Jingzhe is also my classmate...

"Just, I wasn't very sensible in high school before, maybe I didn't do something right...I'm sorry, Li Jingzhe is Already..."

As soon as these words came out, Li Jingzhe's little face turned red with embarrassment, and she quickly said:

"No, no, no! It's because I was ignorant about many things before... It's my turn to make you laugh. Say sorry!”

“No, no, no matter how you look at it, it’s all the same...ah, no! It’s all my fault...”

For a while, both sides were busy asking. The other party apologized, but the scene suddenly became a little confusing.

Huang Baoyang couldn't help but sigh softly when he saw this.

Although I don’t know what embarrassing things happened between the two parties, it seems that there is no real problem now, so I gave some guidance:

“Okay! Since there is no estrangement, then don’t argue about it. Who was wrong!

"That... Rui Zhao! Jing Philosophy has learned Go very quickly in the past year!

“Now I can’t defeat him at all, I guess I’ve reached level 5 of industry!”

“Huh? So fast?!”

When the topic of Go came up, the girl, who was originally very reserved, suddenly brightened up, her black pearl-like eyes filled with energy, and she looked at her high school classmate with interest.

Li Jingzhe was very sure that he had never seen this expression on the other side in the three years of high school!

Tsk... No wonder I always felt like I was short of breath no matter how I chased her at that time...

The problem is that the other person’s biggest hobby and specialty are not touched at all!

Li Jingzhe suddenly felt 10,000 regrets in his heart. He couldn't help but secretly imagine that if he had paid more attention to the other person's daily hobbies, he might have been able to successfully catch up with the other person at that time. As for the need now, ……

Ah no no! I'm not chasing her anymore! ! !

This contact is just to explain the misunderstanding, nothing more! ! !

Li Jingzhe quickly corrected his thoughts. But just as he turned to look at the other party, intending to clear his throat and answer, he met the clear and bright eyes of Queen Zhaotian, which suddenly made Li Jingzhe forget the words he had typed eight hundred times. Eighty-eight, in the end I had to hesitate:

"Well, well...

"The seniors in the school Go club said that my level should be about the same now..."

"Wow! You really deserve to be the first in the school all year round!"

Rui Zhao sincerely praised:

"It took me a long time to reach this level. ..."

"Well, it's still different!

"Adults learn faster than children in the early stage, but their potential is obviously faster than that of children. Elementary school chess players are much worse! ”

"That's still very impressive!"

Rui Zhao still praised:

"The students of Qinghua University really live up to their reputation! They are very smart and good at everything!

"Unlike me, I know nothing but playing chess..."

"No, no, no! I am nothing compared to you. You have already won the women’s world runner-up and national championship. Where am I?”

After the two were polite, the atmosphere fell into a subtle awkwardness. It seemed that both of them didn't know what to talk about.

Huang Baoyang was almost speechless. He thought to himself that this kid was also the top student in Yao class, and he dared to chat and laugh with a bunch of academicians and big shots in Dajing City. How could he know each other? Rui Zhao has become like this after three years of living!

"Ahem...

"Um... Rui Zhao, Vice Chairman Ke of the Gangdongjiang Chess Association sent me a WeChat message, saying that he had something to do with me, and I had to go to his place. trip! Be back soon! "Ah! It's just Jingzhe! Didn't I hear that your current pre-training topic is about Go AI!

"It's so easy to meet Rui Zhao, a talented chess player who has reached a high level now, why don't you take the opportunity to ask for advice and listen to the opinions of professionals?"

"Ah... ok, ok! "

Seeing Li Jingzhe agree, Huang Baoyang raised his eyebrows and winked at the other party, and then walked out of the VIP viewing room, leaving only Rui Zhao and Li Jingzhe.

It can be seen that Rui Zhao seemed to be very interested in what Huang Baoyang mentioned just now, and asked directly:

"A topic related to Go AI? What is it?"

"Ah...it's actually equivalent to trying to be a 'translator' for AI."

Speaking of his research field, Li Jingzhe immediately seemed to relax a lot and quickly entered the state:

"I believe Rui Zhao, you should know that although the current Go AI will provide advice on point selection, it will not tell you how it selected it, right?"

"Yes, yes!"< br>
Rui Zhao nodded vigorously:

"Obviously, the moves given by AI are very clever, but it takes a long time to understand the subsequent intention of this move. This really affects the efficiency of learning and research!

"For example, Teacher Li It is said that AI is a very smart but somewhat stingy teacher. They can obviously play very powerful chess, but they are unwilling to share their thinking process with us..."

"Because by its nature, AI is not It does not have the ability to translate its analysis process into human understandable language. "

Li Jingzhe continued to explain:

"We cannot communicate with the deep logic of AI - this is actually a drawback in the current field of deep learning and big data research.

"The model results produced by AI deep learning are essentially a black box. You can only judge the quality of the model through the input and output results, and you are basically unable to make much correction or intervention in the underlying logic of the model.

"In fact, the current AI technology is very developed, but because we cannot intervene to understand its deep model logic, the reliability and controllability of AI are actually greatly reduced, and it has also become a major obstacle to the further development of AI technology—— The most typical one is AI painting, because we cannot control its deep model logic. As a result, it is a big problem for them to draw fingers well.

“It must be admitted that although AI technology has demonstrated efficiency and capabilities that surpass humans in many aspects, its uncontrollability and difficulty in correction have always been its ‘Achilles’ heel’.

“So...I plan to start from the earliest project where deep learning was involved - Go, and try to find a way to deconstruct the entire 'thinking' principle of AI from the bottom up.

“Only in this way can AI be truly intelligent. It can also make AI technology better serve life - ah, reflected in Go, that is, AI can tell us every move he makes. How did it happen?

"Although... this topic is actually quite difficult, under the guidance of Academician Pan and Teacher Tang of our school, after more than half a year of study and research, I have initially gained some direction..."

Hearing this, Rui Zhao seemed very excited:

“This would be great!

“I believe that if this can be done, many current Go theories can be further improved. innovation! The chess skills of human chess players can also be further improved! It can even further lower the threshold for promoting Go!

"You are indeed Li Jingzhe! You can do such great things!"

"Ah, actually, it's just the beginning...I'll tell you when there are results in the follow-up."

Facing the praise of the girl who was in high spirits in front of her, Li Jingzhe obviously couldn't bear it:

"...Including, if I can really translate something from the deep logic of the AI ​​model in the future, I will probably have to ask you professional chess players to help me analyze and study it..."
< br>"Yeah, yeah, take care of me!"

Rui Zhao puffed up his chest and looked very determined. The conversation just now clearly made the unfamiliarity between the two disappear a lot.

But just when Li Jingzhe was planning to prepare an opportunity to explain something that had always made him very embarrassed, he heard a hearty and surprised voice suddenly coming from the door of the VIP viewing room:

"... Rui Zhao? Why are you here? "

"...Eh?"

Rui Zhao looked towards the door and saw Kuai Liang leaning towards the viewing room with a rather surprised expression.

“Kuailiang Jiuduan!”

Rui Zhao's response was filled with surprise and joy, but soon she seemed to think of something, and she suddenly became confused:

"Hey, don't you have another round of preliminaries this afternoon? Why are you here!" "

"There is one round of competition, but I have finished it!"

Kuailiang answered confidently.

“The next one is over?!”

At this time, Li Jingzhe also glanced at the time on his phone and couldn't help but say:

"But it's only less than two hours before the chess start!"

"It's worth the fuss. Is it okay that my slow chess game ends in two hours?

“It doesn’t matter whether you win or not, just tell me whether it’s fast or not! ”

Kui Liang answered calmly and walked in.

After the game, he was going to go straight back to the hotel. He didn't want to hear Rui Zhao talking to someone when he passed by the VIP viewing room. When he looked in, he didn't expect to see the Zhao who came in with great enthusiasm. Queen of Heaven.

Of course, since "Old Kuai" has everyone coming over, he will naturally not miss Li Jingzhe, who is sitting opposite Rui Zhao.

Kuai Liang, who walked to the table, looked back and forth between the two of them for several seconds, and finally narrowed his eyes and asked Rui Zhao seriously:

"Rui Zhao" Zhao... Who is this handsome guy?

"Could it be...

"...Is he your boyfriend?" (End of Chapter)

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