Compared with sending Manchester City to win the championship, Arteta’s "big job" of sending the forest to avoid relegation is more interesting.

Losing away to Nottingham Forest, Arsenal put an end to many suspense in one fell swoop before the final round started.

Because Arsenal lost three points, Manchester City won the Premier League title three rounds ahead of schedule. Many friends began to summarize the process that Arsenal occupied the top spot for 248 days, but failed to win the championship.

But in fact, starting from the three consecutive draws a month ago, this ending will not be surprising, not to mention Arsenal’s injuries in some key positions at the end of the season, which makes it logical to miss the championship.

However, not long ago, he vowed that Arteta, who wants to fight with Manchester City until the last moment in mathematics, lost to Nottingham Forest and helped his opponent to finish relegation one round ahead of schedule. His "big job" was very "interesting".

Of course, it’s interesting in a negative sense.

In this game, Arsenal formed a 343 wingless formation.

Viol, Gabriel and Ben White are three defenders, Thomas, jorginho, Odegard and Zaka are the four midfielders, and Trossat, Jesus and Saka are the three strikers.

Of course, with and without the ball, Arsenal’s position will change when the opponent’s attack direction is different, but this is the general division between the front, middle and back.

After the game, when asked why the defence was adjusted so much, Arteta gave the answer that "we faced many problems this week, and some players only trained for half an hour yesterday".

The implication is that you are forced to "live the whole life".

However, Arteta is not without methods to put out a traditional four-guard defense line.

Zincenko was injured, and Thirny was there all the time, but he couldn’t perform the tactical play of receiving the waistline in the full-back as skillfully as Zincenko did.

In this way, either forced Thirny to execute tactics, or because he changed to the traditional full-back tactics of going straight up and down, so in high probability, Arteta took the initiative to "live the whole life":

Since Thirny can’t play adduction tactics well, he simply doesn’t want this full-back position. Anyway, Zincenko adduction is equivalent to a lower back, so simply put an extra lower back, and then let Thomas, who can run and fight than jorginho, pull and defend like this:

However, the situation on the field is always more complicated than the idea on the tactical board.

After the opening ceremony, Arsenal’s structure in the center and backcourt was obvious. When there were three defenders and four midfielders, the four midfielders changed their receiving positions and running directions according to the situation:

Before the threat was made, the defensive end made a mistake first.

In the 7th minute, Nottingham Forest directly hit the right behind in a big space. viol worked very hard, but he still couldn’t bite Gibbs White:

After carrying the impact of the forest, Arsenal finally played something on the offensive end:

Especially this rib attack, it really shows the advantages of more people and more points in the middle and front court:

However, during this attack, a hidden problem was also exposed: the right half of the fans gathered and played so lively, but what about the left half?

When Jesus and his teammates go through the right rib together, they should attack the door from the left. Where is the man who outflanks the back?

As can be seen from the lens of this frontcourt attack, it is Zaka who contains the forest defense line on the weak side:

Of course, this season’s Zaka performed very well, and the offensive talent was set off by Arteta’s tactics, but compared with before, did Zaka have any bright play in this game?

In Arsenal’s constipation attack, can you think of a threatening attack in which Zaka participated?

Is this a personal problem for Zaka? No, because the attack from the back row is the same as the attack fixed in the core area. Is the difficulty the same?

This is Artta’s problem.

So in the first half, the most common scene of Arsenal’s attack was that Jesus, Saka and others fought for their lives in a narrow area in the right half, and they played individually:

It’s like receiving a special offensive task that can only be cut in from this side. As for the previous route and transfer from right to left, the first half completely disappeared, and even if it was a cross from the right, the outflanking in front of the door and the weak side was completely insufficient:

That’s probably what it looks like when you break an arm.

If it’s just an offense that doesn’t work, as a result, in the 19th minute of the first half, Odegard made a mistake to help Forest score a goal, and at the same time, it also strengthened their determination to put a bus in the backcourt:

It is more difficult for our side to attack, but the opponent’s defensive counterattack is more determined:

Therefore, in the first half, the biggest gain of Arteta’s big job was that they got 80% possession rate in the data, but the offensive attack could not be penetrated and the defense was not stopped.

After coming back in the second half, Arteta obviously made some adjustments in the dressing room, which is reflected in the fact that Jesus no longer often pulls to the right half, but stays in front of the door, thus giving Arsenal some meaning from the right cross:

But the whole left half of the fan is useless, because even if the space is obvious, Zaka and Kiviol on this side can’t use the space in the bottom line area:

The whole attack width can’t be opened, and the threat attack can only be hard chiseled from the right:

So in the 60-minute interval, Arteta overthrew his starting layout, replaced viol with Thirny, and covered the right road with Thomas, so he still insisted on his own content, except that Thirny was better than viol:

But in the last half hour, it is more likely to score the second goal from yourself or forest:

So after a big show, I lost 0-1 away.

In fact, from the result, the champion basically belongs to Manchester City. Even if this game wins the forest, Chelsea has no hope to intercept Manchester City, so it is nothing more than the difference between one day earlier and one day later.

However, compared with leaving suspense to the last moment of mathematics, the process of Arsenal losing the game and the process of many games being either flat or negative at the end of the season actually exposed a bad tactical trend of Artta:

I don’t care about the defensive end and the defensive turn.

In the draw with Liverpool and West Ham United, he gave the reason that he didn’t kill the game, let the relegated Southampton score three goals and play with Brighton.

If you can’t see the above games clearly, this game, with Thirny, directly cuts off the position of the left-back for the sake of its own system and attack, and creates a nondescript 343, resulting in a loss of evidence in attack and defense and playing such a game.

His master Guardiola used to play full-back, but this season he played stones’s top. He didn’t even say that he would directly cut a position on the back line. Arteta went further than his master.

Although he lost the championship, Arteta took Guardiola to extremes.

Sun Xingmin is one of the 11 most disappointing players in the Premier League.

Who was the most disappointed player in the Premier League (EPL) in 2022-23?
Britain’s "Gypsy Sports" published the 11 most disappointing EPL players selected by fans on SNS.
The media said: "EPL is coming to an end, and the disappointing 11 best judges have been selected. Some players are disappointed because of insufficient goals, insufficient defensive ability or poor competitive state. The goalkeeper is Vigo Jules (Tottenham Hotspur).
The media said: "In the first half of the game against Newcastle, 21 minutes, Kinses was most disappointed to be replaced at halftime after losing 5 goals. This is evidence of disappointment. He was the number one goalkeeper at Tottenham Hotspur, but now he can’t.
The four defenders are Andy Robertson (Liverpool)-Kalidu Kuliwali (Chelsea)-harry maguire (Manchester United)-reece james (Chelsea). Especially the two centre-backs, who are in danger of being released due to serious downturn. The midfield consists of Fabienne (Liverpool), Mei Sen Mount (Chelsea) and Calvin Phillips (Manchester City). The strikers are Sun Xingmin (Tottenham Hotspur), Darwin Nunez (Liverpool) and raheem sterling (Chelsea).
But the media only refuted the fact that Sun Xingmin was selected. Sun Xingmin became the top scorer with 23 goals last season, showing the best explosive power. Compared with last season, there are indeed shortcomings this season. Scored 10 goals in the league. However, the media commented that if Orott only looked at the performance of Sun Xing people this season, it would not be too bad. The media said: "Sun Xingmin has become a victim of his own success. I have scored 14 goals this season, which is by no means a disappointing performance.

[Home of Prediction] Sunday Football 020 Recommended: Seville VS real betis!

Seville drew with Juventus 1-1 in the second leg of the last Europa League semi-final, and won in extra time, and eliminated Juventus. Seville has won 6 wins, 3 draws and 1 loss in the last 10 games, and its recent situation has been stable. However, Seville’s overall performance in La Liga this season is average. At present, after 34 rounds of La Liga, Seville only scored 47 league points, ranking 10th at present, and it is unlikely to be promoted in the league.

Betis currently ranked sixth in La Liga standings, and it is very promising for Betis to compete for the qualification of Europa League this season. Betis defeated Vallecano 3-1 in the last round of La Liga, and recently ushered in a two-game winning streak. Betis has a high fighting spirit recently.

According to the data of this field, although the organization gave Seville a concession of 0.25, Seville’s water index collocation was high, and Seville’s water index continued to increase. Seville’s advantage was limited, so Betis was at least unbeaten in this battle.

It is certain that Leonard’s Clippers career may be over without G4. Ballmer’s remarks are meaningful.

With the deepening of the NBA playoffs, the events have become more exciting and intense, attracting the attention of tens of thousands of fans. At the same time, the players have also been plagued by injuries in such fierce confrontation, and the prospects of the series have become confusing. This is the case with the Clippers. The injury of two leading stars has put the team in trouble, and they may miss the championship again this season. It is certain that Leonard’s Clippers career may be over without G4. Ballmer’s remarks are meaningful.

Earlier, the Clippers updated Leonard’s injury. Unsurprisingly, he will miss Game 4 of the series because the injured right knee is getting worse. Leonard’s continued absence is undoubtedly a heavy blow to the Clippers, who are 1-2 behind, and they have no chance of winning in the face of the well-staffed Suns. It is worth noting that Leonard’s frequent injuries in the past three seasons have made the team’s management gradually lose patience, and this injury may have brought his Clippers career to an early end. For the team’s current experience, the boss Ballmer also responded for the first time and said something meaningful.

"We lost two core players, which is the most disappointing thing. In the past few years, our players have been plagued by injuries, which are inevitable. Obviously, you want to win the championship, but you have to stay healthy. I wonder if we need to make changes in the summer and are tired of the current situation. " Ballmer said.

It is not difficult to see that Ballmer is dissatisfied with the team’s struggle for the championship. He must have planned to reorganize a championship lineup without lack of money. It must be mentioned that after Ballmer formed the dual-core lineup of Leonard and George, in four years, Cowie Leonard and Paul George played only 91 games at the same time, and most of them were in a state of recovery, especially Leonard.

There is no denying that the healthy Leonard is really strong. In the first two games of the series, facing the high-pressure defense of the Suns, he bravely scored 38 points, 5 rebounds, 5 assists, 31 points, 8 rebounds and 7 assists, leading the Clippers to a record of 1 win and 1 loss. Imagine how high Leonard and George would be if they were not injured.

12-2 wins 10 match points, O ‘Sullivan hits 23rd in the world, and the 8th world championship goes further.

In the early morning of April 23rd, Beijing time, the 2023 Snooker World Championships continued. In the second round of a focus match, Ronnie O ‘Sullivan, the seven-time world champion "Rocket", started to hang up. After the twelfth game, he won 10 match points with 10-2, beating his opponent Wafi Ayuri down in the dumps. In this state, the eighth world championship is very promising.

The second round match between O ‘Sullivan, the world’s number one, and Ayuri, the world’s number 23, was very simple. The former showed his attack to the fullest, while the latter was firmly pressed on the sofa and watched his opponent score one red ball and one colored ball.

In the first stage of the match between O ‘Sullivan and Ayuri, as soon as the defending champion of the World Championships came up, he showed Ayuri his great strength. In the first game of the competition, O ‘Sullivan won with a single shot of 78 points, with a strong start of 78-1 and a 1-0 lead. In the second game, O ‘Sullivan scored 78 points in a single shot again, with Ayuri sealed 78-0 and leading 2-0.

In the third game, after Ayuri lost two games in a row at the beginning, he scored 64 points in this bureau, pulled back a game 70-53, and the score was 1-2. In the fourth game, O ‘Sullivan once again showed his domineering strength. He scored two 50+shots (68 points and 51 points) in this bureau, 120-0 again sealed Ayuri, leading 3-1. The two sides entered the inter-office rest.

In the fifth game, after a short intermission, O ‘Sullivan won 74-29 and led 4-1 through several handovers. In the sixth game, O ‘Sullivan further improved his offensive feel. He blasted a single shot with 102 points, 102-0 nil for Ayuri and a 5-1 lead.

In the seventh game, O ‘Sullivan scored 57 points in a single shot and won 88-42, expanding the score advantage to 6-1. In the eighth game, Ayuri scored 58 points in a single shot, and 64-44 pulled back a game with a score of 2-6, avoiding the embarrassment of the score being 1-7 in the first stage.

After a night’s rest, O ‘Sullivan and Ayuri fought for the second stage. After coming back, Ayuri’s state didn’t improve, but O ‘Sullivan wound up. After his wave of 6-0 offensive, Ayuri won 10 individual match points 12-2, which made him depressed.

Happy childhood with heart to sunshine —— Panpan No.2 Primary School in Changsha held the Spring Track and Field Games.

New Hunan Client April 21st (correspondent Liao Canchang) On April 20th, the first spring track and field meeting of Panpan No.2 Primary School in Changsha County was grandly opened in order to enhance the physique of teenagers, cultivate students’ interests and hobbies in participating in sports activities, and form the habit of insisting on exercising.

Teams from all classes marched into the stadium with vigorous steps, and they were full of energy and spirits. Sebrina, secretary of the school party branch and principal, attended the opening ceremony, and Peng Fang, deputy secretary, announced the official opening of the sports meeting.

On the court, the judges pinch the watch and measure the inch, and abide by the principle of "accuracy, fairness and justice"; Athletes do their best and sweat hard.

The students of Panpan No.2 Primary School greeted the flowers and applause at the end with their firm faith in their hearts, steady pace at their feet and perseverance.

This article comes from Hunan Daily and only represents the author’s point of view. The national party media information public platform provides information dissemination and dissemination services.

ID:jrtt

Three minutes to help you understand Chat GPT.

ChatGPT, which is very popular on the Internet recently, was released at the end of November 2022 by OpenAl, an Al laboratory invested by Microsoft. It can simulate human language behavior and interact naturally with users.

What can ??ChatGPT do for us?

1. Generate text: ChatGPT can generate relevant text according to the user’s input, such as stories, articles, poems, etc.

2. Answer questions: ChatGPT can answer all kinds of common questions, such as history, geography, mathematics, science and so on.

3. Communication and dialogue: ChatGPT can have a dialogue with users to help them solve problems and obtain information.

4. Recording and reminding: ChatGPT can help users record information. Such as schedules, lists, etc., and remind users when appropriate.

5. Speech recognition and synthesis: ChatGPT can support speech recognition and synthesis, and help users complete voice control tasks.

How do we deal with it?

Learn to use ChatGPT as a tool.

Improve your core competitiveness and improve your own value.

Will create more new jobs.

What is the inspiration for children’s education?

What is irreplaceable by artificial intelligence? It is the child’s creativity, imagination and emotional power.

Because compared with artificial intelligence, people are always smarter.

Therefore, it is most important to cultivate children’s ability to find problems, think about problems and use various tools to help them solve problems.

ChatGPT is the development trend of the times, and it is the general trend for children to learn programming

Artificial intelligence education with programming course as the core is to train people in the future.

The important direction of talent, innovative ability, speculative ability and practical ability, etc.

Ability is an important criterion for judging talents in the future, and learning programming courses can not only enable children to explore the field of artificial intelligence earlier, but also cultivate children’s various abilities needed to adapt to future competition.

The captain broke the news: Tottenham Hotspur will not be in harmony, Watford will change coaches again, and Neymar will be reimbursed for the season.

"Captain broke the news" on March 11th.

[Kawasaki striker adjusts defense for the fifth consecutive game]

Kawasaki striker announced the starting lineup of this round of Japanese jobs. Due to the injury of foreign aid central defender Jahir, the team used different five sets of defense combinations in the opening four rounds of league matches and one UFJ Cup, but Kawasaki striker never finished zero in previous games.

The first round: Yamamoto Shirai, Jahir, Cheya Shintaro, Sasaki Xu.

The second round: Shangen Shilai, Shancun Heye, Da Nan Tuomo, and Orange Tian Jianren.

The third round: Yamamoto Shirai, Jahir, Dainan Tuomo, Sasaki Xu.

UFJ Cup: Matsunaga Hirohito, Yamamura Kazuyoshi, Dainan Tuomo, Sasaki Hiroshi

The fourth round: Yamamoto Shirai, Yamamura Heye, Dainan Tuomo, Sasaki Xu.

[bielefeld Sports director+coach dismissed]

In the last round, bielefeld led by 3 goals, and was tied by Brunswick 3-3. The relegation situation is still in jeopardy. On the second day after the game, Sports director Arabi, who has served for 12 years, was dismissed. A day later, the second head coach of the team this season, Shernin, was also fired. Scherning started coaching the team last September, with a total of 6 wins, 3 draws and 10 losses in the league, which is slightly better than his predecessor, but still can’t help the team out of trouble. Bielefeld immediately announced the new head coach, Ke Ginart, who coached in low-level leagues most of the time, only coached Sandhausen for two years in the Bundesliga in 2018-2020, and led the team to the 10th place in the Bundesliga in the whole season.

[There are 4 players suspended from the Australian Super League in this game]

In the Australian Super League match between the Central Coast sailors and MacArthur FC, four players from both sides were suspended and could not play. The Central Coast Mariners are without the No.2 striker winger En Kololo (5 goals in 18 rounds), the main central defender Kartak (2 assists in 16 rounds) and the short-term substitute striker Morais Che (2 rounds). MacArthur, on the other hand, lacked the main winger Noon (4 assists in 15 rounds), which was his second consecutive suspension. MacArthur was forced to adjust his formation in the last round because of the lack of corresponding substitutes on the wing.

[After the Champions League exit, Tottenham Hotspur will not be in harmony]

In the second leg of the Champions League quarter-final which ended on March 9, Beijing time, Tottenham drew 0-0 with AC Milan at home, and the total score was eliminated 0-1. Brazilian striker Risalesson served as a substitute in this game and was replaced in 70 minutes. After the game, Rishalison said in an interview that he didn’t understand why he came off the bench, and no one told him the reason. Later, he even compared this season to "relying on defense". (After Rishalison joined Tottenham Hotspur, the Premier League still scored 0 goals, and the only two goals were in the Champions League)

At the pre-Premier League press conference of Tottenham Hotspur against Nottingham Forest, Kong Di was naturally asked relevant questions, and "Kong Ertui" also spoke bluntly, directly indicating that Rishalison’s metaphor was correct, and pointed out that Rishalison’s words were somewhat self-centered. This time, Rishalison and Kong Di fired at each other, reflecting that there are some problems in Tottenham’s dressing room at present.

[Menxing’s main goalkeeper continues to be injured]

In the 22nd round of Bundesliga, Mainz beat Menxing 4-0, and Omlin, the main goalkeeper of Menxing, was injured and left the game. He will continue to be injured in this round. In addition to Omlin, 21-year-old German goalkeeper Olshovsky of Menxing team is also in a state of recovery, and the only goalkeeper the team can rely on is 34-year-old Cipel. Last week, at one time, all four famous men in Menxing were absent from training due to injury. Fortunately, Cipel’s injury is not serious, and he can continue to play in this round of competition.

[Watford changes coach again]

Watford announced this week that bilic, the team’s former head coach, was dismissed. This is the second time that the team has changed coaches this season. bilic took office only last October. Watford has only won one game in the last eight rounds of the Championship, and has fallen to the 10th place in the standings. At this node, he decisively chose to change coaches again, striving to hit the top six in the standings and get a play-off seat. Waterford’s new coach is Wilder, who has previously coached English teams such as Northampton, Sheffield United and Middlesbrough. During the coaching of Sheffield United, Wilder led the team to win the British Championship runner-up in the 2018/19 season and won the 9 th place in the Premier League in the following season.

[Neymar season reimbursement]

In the Ligue 1 match about three weeks ago, Paris narrowly beat Lille 4-3 at home. Neymar made a cross in the match, but left in the 51st minute due to injury. This week, Paris Saint-Germain officially announced that Neymar will undergo surgery to repair the ligament of his right ankle and confirm the reimbursement for the season. This season, Neymar made 20 appearances in Ligue 1, contributing 13 goals and 11 assists. Since the World Cup, it has been difficult for the three stars in Paris to get together because of injuries and holidays, which led to a decline in their record, including the Champions League, which was eliminated by Bayern this week.

[Niol’s new coach took office in the first battle]

Niol, a French team, recently announced the appointment of a new coach, Bernade Simondi, and signed a contract until the end of this season. Simondi has been away from French football for more than 20 years. In recent years, he has spent most of his time coaching in West Asian and African countries, and has coached Moroccan U23, Qatari U23, Burkina Faso, Guinea and other national teams.

Niol has experienced two official coaches and an acting coach before. At present, the team ranks at the bottom of French B with a record of 6 wins, 5 draws and 13 losses. However, it is only 4 points away from Bo, a safe area, and there is still hope of relegation. After Simondi takes office, Acting Coach Giomogo will return to teaching assistant position to continue coaching the first team.

[Even hit, Dortmund is short of people on the sidewalk]

Dortmund has been continuously affected by injuries recently, especially the lack of people on the sidewalk. At present, Dortmund’s usual 4-5-1, three starting candidates on the wing, Brandt (23 rounds, 8 goals and 4 assists), Adeyemi (16 rounds, 3 goals and 2 assists) and Royce (15 rounds, 4 goals and 4 assists), are reported to be unable to play in the Ruhr Derby. Brandt was injured against Chelsea, Adeyemi has not yet returned, and Royce is suspected of playing with a cold. Among them, Brandt is very important in the current Dortmund lineup. Before losing in the Champions League, he won 10 consecutive games. Brandt all started and directly participated in 6 goals.

"official website in the Bundesliga" predicted that Dortmund’s two starting wingers were Reina and Mullen, and the complete prediction was as follows: korbel, Ryerson, Jule, Schlotterbeck, Guerrero, Ozcan, emre can, Bellingham, Reina, Alai and Mullen.

Zhu Guang, CEO of Du Xiaoman: Actively deploy the application of large model technology in the financial field

On March 9 th, Zhu Guang, CEO of Du Xiaoman, said in a signed article that Du Xiaoman has been actively deployed in exploring the application of large model technology in the financial industry.

Large models can be divided into comprehensible large models and generative large models. In Zhu Guang’s view, the comprehensible big model raises the decision-making ability of customer management and risk control to a new height and reduces financial risks; Generative AI will focus on customers, reshape the customer service process and experience, and become an "always-on super financial consultant" and an "all-round business assistant". This means that big model technology is defining a new entrance to the industry.

It is reported that Du Xiaoman has developed a series of applications based on large models relying on Baidu artificial intelligence technology. Taking risk management as an example, Du Xiaoman has applied LLM, a large language model, to the interpretation of Internet text data and credit report. Through the pre-training model constructed with text data and AI algorithm, he can interpret the credit report into 400,000-dimensional risk variables and better identify the credit risk of small and micro business owners. With the iteration of the model, the potential of the large model in intelligent risk control will be further released.

The self-developed voice robot can realize multiple rounds of complex conversations, with a non-inductive rate of 99%, that is, 99% of users don’t know that it is actually a robot talking to themselves, which can replace more than 60% repetitive work in credit business, and is widely used in marketing and collection work of many financial institutions, which greatly reduces labor costs and also has certain emotional recognition ability.

ChatGPT’s semantic understanding ability is also the key investment direction of Du Xiaoman in the field of natural language processing (NLP). In 2021, in the document sorting task of MS MARCO competition held by Microsoft, the NLP team ranked first and set a new record; The XuanYuan pre-training model developed by the team also ranks first in the CLUE classification task.

Baidu’s generative dialogue product "Wen Xin Yi Yan" (English name: ERNIE Bot) based on Wen Xin big model technology opened up ecological cooperation, and Du Xiaoman became the first financial technology company to access it. Next, based on the large-scale model technology base of Wenxin, combined with the financial industry knowledge and data accumulated in Xiaoman’s business scenario, Xiaoman will create a brand-new intelligent customer service, intelligent risk control and intelligent interactive service.

Zhu Guang said that the big model technology like GPT is the core topic of the next generation AI technology contest, which will have a profound impact on the intelligence level and digitization level of the financial industry. Financial technology companies should seize the opportunity window of this technological change, actively explore the application and development of large-scale model technology, and help the financial industry realize the leap from digitalization to intelligence.

Artificial intelligence technology is changing the development of media industry and promoting the re-evaluation of industry value.

The generative AI application represented by ChatGPT has rapidly broken down, which has attracted the attention of media and Internet related application fields. The main application directions of generative AI are 2B and 2C. 2b: 1) Embedding enterprise workflow to assist production and realize cost reduction and efficiency increase; 2) Marketing link, assisting the generation of marketing ideas or realizing intelligent customer service; 2C1) As a productivity tool, it is applied to text generation, language learning and other fields; 2) Service scenarios such as education, entertainment, companionship and medical care.

Games: We believe that short-term generative AI can improve the production efficiency of text, image, audio, video, 3D model, code and other game content, break the production capacity constraints and creative landing, improve the ceiling of human efficiency, shorten the game production cycle and reduce the production cost. Long-term optimistic about the high degree of freedom of generative AI or innovative gameplay.

Film and television: the comprehensive text/audio/video in the film and television industry is a high-quality landing scene for generating AI. Generative AI is based on a large number of data and corpus, which will improve the production efficiency of scripts, music and other content and provide more creativity.

Advertising: efficiently generate advertising materials and fully empower industry participants: 1) platform side: the advertiser’s budget is based on user traffic and delivery efficiency, and the platform may benefit from the combination of AI. 2) Service provider: Based on the long-term accumulated customer cooperation relationship and content data, existing service providers develop small models of marketing industry on the basis of large models, which is a more effective industry solution.

Education: Education is an application scenario officially recommended by OpenAI, and it has application prospects in assisted learning. In terms of industrial impact, K12 takes the lead in hardware, and enterprises with deep accumulation of vertical data /AI technology are expected to benefit; At the same time, the development of artificial intelligence industry will drive employment demand, and related training enterprises such as Chinese public education are also expected to benefit.

Virtual people: 1)AI digital employees are expected to become an important "labor force" in the AI ? ? era, reducing costs and increasing efficiency for enterprises. 2)AI-driven virtual human interaction will be more simulated and intelligent. Virtual idols, virtual KOL, and virtual pets are expected to expand to more application scenarios such as live e-commerce, film and television variety, and chat companionship.

E-commerce: The e-commerce industry has accumulated a lot of data and algorithms over the years. We believe that the application of artificial intelligence in e-commerce can: 1) enhance the consumer experience and let users find the goods they need more accurately; 2) to improve the return on investment of advertisers, advertisers can use AI to generate marketing copy and push products to consumers more accurately; 3) Improve the platform efficiency. E-commerce platform uses artificial intelligence to improve algorithms, optimize operations, reduce costs and improve efficiency.

The application of generative artificial intelligence will promote content production to reduce costs and increase efficiency, bring more free interactive experiences and business scenarios, and promote the revaluation of the media industry. In terms of investment targets, at the current time, it is recommended to pay attention to companies that are expected to take the lead or have first-Mover advantages in specific scenarios:

1) Pay attention to companies that have cooperation or direct connection with overseas mature large-scale models and are expected to take the lead in realizing the scene: Kunlun Wanwei, Tomcat, Wanxing Technology, etc.

2) In the field of 2)2B, the game field recommends Sanqi Entertainment, Shadow Network, Gigabit, etc. The blue cursor is recommended in the marketing field, and it is recommended to pay attention to Leo shares, Tianyu data, a little world, etc. Virtual characters and virtual scenes: Tianyu data, cube data, world show, etc. Office and creative fields: Jinshan Office, Fuxin Software, Meitu, Dream World, etc. Financial field: flush; E-commerce field: Ji Hong, Guangyun Technology, etc.

3) The high-quality structured semantic database is expected to be revalued. Recommended attention: vision china, Chinese Online, etc.

4) Baidu and Alibaba are recommended in the technical field; It is recommended to pay attention to Haitian Ruisheng, Popular Technology, Iflytek, Tuosi, Inspur Information, Shuguang, Hongbo, etc. Us stocks recommend Microsoft and NVIDIA.