Guangdong Dark Horse made a strong comeback, Du Feng revealed Jeff’s injury, and Shabazz replaced Ma Shangcheng.

Guangdong’s 2.01-meter dark horse is about to return. Du Feng revealed Jeff’s injury problem, and the tactics of Shabazz and Ma Shang Brooks are about to be changed, in order to eliminate Zhejiang Guangsha team.

The key thing to learn is the dark horse with a height of 2.01 meters in Guangdong. He is the small forward Zhang Haojia who is about to make a comeback. His three-point shooting percentage on the court was as high as 41%. Such a high shooting percentage is very scary. Because his knee was crushed in the regular season against Xinjiang team, he has been recovering from injuries for the past two weeks. Now it is gratifying that Zhang Haojia clearly stated that the next scene is about to usher in a comeback for Zhejiang Guangsha team. The three-pointer on the outside line has never been opened, which is the biggest obstacle that Guangdong team encountered in the course of the game. Guangdong team must work hard on the three-pointer in the next competition, and Zhang Haojia’s comeback as a dark horse of 2.01 meters will help Guangdong team open up a bigger situation. Simply put, in order to compete for the championship, the three-pointer shelling tactics on the outside line are very important. Therefore, zhanghao Jia’s comeback with Shabazz can have greater confidence to compete for the CBA championship.

Second, Du Feng explicitly talked about Jeff’s injury. In fact, after the regular season of Jeff this season, the Guangdong and Shenzhen teams started a warm-up match. It is understood that Jeff sprained his ankle during the warm-up training at that time, and Jeff made a simple recovery after the game, but Jeff was still able to play the game. However, it is undeniable that Jeff sprained his ankle some time ago and his state was really affected during the game. Jeff faced the away game of Guangsha team, and the outside three-pointer never opened, which was also because of his leg injury. Du Feng specifically mentioned this point in an interview, that is, Jeff’s leg injury was still troubled, and Hu Mingxuan’s waist was also affected by the injury. Once Jeff’s three-pointer opened, in fact, the Guangdong team had a great chance to eliminate Guangsha team 2-0, and Xu Jie had three days to recover. I still insist on the training of 1000 three-pointers every day, so I believe that after Jeff’s injury problem is recovered, the state of the game will be recovered in the third world war. Jeff revealed that his foot has been well recovered, but playing away from home is not suitable for Guangsha team, and his three-pointers have not been opened, but this does not affect Jeff’s ability to get more than ten points of data. Therefore, Jeff is the most stable master in possession of the ball and the most reliable super defender. Once his state is stable, Jeff will have a great advantage at home in the third game.I believe that Jeff will be able to play a super MVP level and help the Guangdong team win the game.

Third, Shabazz’s repositioning is about to replace Marchand Brooks’ position and join Hamilton’s lineup of three foreign AIDS. I really see great hope, especially when Marchand Brooks’ outside three-pointer is not opened, Du Feng said that he would launch a new round of tactical adjustment, that is, he would adopt Shabazz-based inside attack tactics, and use Shabazz’s breakthrough to the inside to cause the other side’s foul, thus breaking the other side’s defense. Even in the face of the lineup of Xu Zhonghao and Hu Jinqiu, during the interview, I still expressed confidence that I can break the defense line of Guangsha team, and at the same time, I can also break the defense lines of Liaoning and Chouzhou teams in Zhejiang in the following events to help Guangdong team compete for the championship.

Thus, Shabazz’s arrival can be said to be timely, and he can play a greater level, which really makes everyone see greater hope, and also hopes to eliminate Zhejiang in the home game.

The 37-year-old CCTV goddess runs a marathon, and her profile is amazing! Tall and straight, long legs, and balls.

This week, Li Sisi, the beauty hostess of CCTV, made a long-lost appearance. Together with Yu Zhou and Gong Yan, the other two hosts of the general station’s literary program, she participated in the Qingdao Marathon live broadcast project, put on professional running clothes and put on cute meatballs, and participated in the marathon in full spirit. Of course, Li Sisi, 37, did not finish the race, but she still ran 6 kilometers, full of exercise and looked very good.

Li Sisi is dressed properly, and she doesn’t lose any professional marathon runners. She is wearing a blue tracksuit with tight fitness pants, which makes her slender figure more symmetrical. Facing the camera, Li Sisi smiles all the time, has exquisite makeup, is tall and straight, and doesn’t look like a sister who is about to run around, and the state of her side face is absolutely unique. Her facial features are three-dimensional, protruding forward and backward, which undoubtedly reveals the temperament of oriental beauty.

In fact, Li Sisi likes sports at ordinary times, and running is also one of her hobbies. This time, she can still feel her enthusiasm for sports, her skin is white and bright, and she always maintains a healthy lifestyle at first glance.

Moreover, whether in front of the TV or outdoors, Li Sisi is always so elegant and confident, natural and graceful, slim but powerful, enviable.

It is worth mentioning that this time, Li Sisi returned to her old club after a lapse of one year, and many viewers also ccalled her in the comment area, expecting her to continue to bloom in TV programs. After all, who doesn’t like "Sister Fairy"?

Every time she wears gorgeous costumes to attend an important party, Li Sisi always has a rare beauty. Her temperament is free from vulgarity, her voice is sweet, her belly is full of poetry and books, and she feels like an ancient lady.

In a word, 37-year-old Li Sisi, with her self-disciplined lifestyle and healthy exercise habits, has hardly changed for so many years. Her figure is still so tall and straight, and her skin is as delicate and smooth as a girl.

This article was first created by one eye in sports on Baijiahao platform.

The Suns won the Clippers 112-100 to win the match point, and Master Wei showed his true colors as a lone hero.

Today’s NBA playoffs, the Phoenix Suns continue to challenge the Los Angeles Clippers on the road. Two home team generals, Kawaii leonard and paul george, continue to miss because of knee injuries.

In the case of a serious imbalance in strength, the Suns finally beat their opponents 112-100 away, taking a 3-1 lead and winning the match point. As long as they win at home, they will advance to the Western Conference semifinals in the next game.

But there is only one real mvp in this game, Westbrook.

Without Kajiao, he joined the team at the end of the season and became the only reliance of the team. He seems to have returned to the era when he was in the Thunder, and he made 17 of 29 shots, 3 of 6 of 3 points and scored 37 points, 6 rebounds and 4 assists. In this series, he told everyone that he is still the triple double king and the mvp with excellent performance one after another.

In the first quarter, the two sides played inextricably, and the Clippers led by 30-23 with a 9-2 climax in the final stage.

In the second quarter, the sun suddenly made a force, and a wave of 17-4 offensive completed the overtaking, and the Clippers also responded. At the end of the half, the sun only led by 48-47.

Easy-side battles, the Clippers’ talent disadvantages are gradually revealed, and the sun’s firepower is still flowing. Booker and Durant scored 23 points in this section, while the Clippers only had 10 points in a single section, and the score has reached 83-78 after three quarters.

In the final quarter, the Sun stopped staying, especially when chris paul found a handle in the middle distance and scored 12 points alone. The Sun gradually opened the score, and Master Wei dragged the team forward with 14 points in this quarter again, but Durant, Booker and Paul were all fierce, but they still looked isolated.

In the end, the Clippers lost another game at home 100-112, and the big score was 1-3 behind and was on the verge of elimination.

Absolutely! After the coaching change, only seven games were used, and the third line of the ten champions collapsed.

"Changing coaches is like changing knives", I believe many fans have heard such a sentence. However, there are many teams in European football this season whose performance is still sluggish after changing coaches, and Chelsea is one of them.
However, in Germany, Bayern, the king of Nantah who dominated the Bundesliga for 10 years, has now entered the dilemma after changing coaches.
Last night, in the 29th round of Bundesliga, Bayern played Mainz away. It seems that they haven’t got out of the shadow of the Champions League in the middle of the week. In the end, Bayern lost to the opponent 1-3 and suffered two rounds of the league.
As Dortmund beat Frankfurt 4-0 behind him, Bayern once again fell from the top of the Bundesliga standings to the second place.
In addition, Bayern has suffered four consecutive games in various competitions, which is the first time they have suffered four consecutive games since October 2018.
0-3 Manchester City, 1-1 Hoffenheim, 1-1 Manchester City, 1-3 Mainz
Since Bayern replaced the former coach nagel Mann with tuchel, tuchel led the team to play seven games, but the results were not satisfactory.
The results of seven games are: 2 wins, 3 losses and 2 draws. At present, Bayern has been out of the German Cup and Champions League one after another, and the league is also very competitive with Dortmund.
Embarrassed, in the first press conference after tuchel took office as Bayern coach, he made it clear that his goal of leading the team was to help Bayern win the triple crown.
However, after only seven games, the ambition of the Triple Crown is doomed to be a joke.
According to statistics, tuchel lost three games after coaching only seven games, while the former coach nagel Osman lost three games after coaching 37 games. Bayern changed coaches and became lonely?
The three senior officials of Bayern, Heiner, Kahn and Sally, who were watching the game at the scene, also looked embarrassed when they saw Bayern’s present situation.
Looking back at the data of the whole game, although Bayern holds 74% of the ball control rate, it still has no score.
Plus this game, this season’s main center, the team’s top scorer (17 goals) Shubo-Morting missed due to injury, and Bayern finally failed to score.
In fact, after the main center Lewan left the team, Bayern this season has been short of stable scoring players.
According to Romano, Bayern has planned to make major changes this summer, one of which is to introduce a new center.
After Levan left the team, Bayern brought in Liverpool winger Manet, but the latter did not integrate well into the team, and even after losing to Manchester City in the Champions League knockout, he fought with teammate Sanet.
Mane, 31, is likely to be sold this summer in exchange for funds to introduce a new center.
On the other hand, due to the poor performance after the coaching change, Kahn, a senior member of the club, was also told that "he has been abandoned by the board of directors and it is only a matter of time before he is dismissed."
Whether Bayern, which is at home and abroad, can keep the final Bundesliga title this season is still unknown. Will Dortmund tear down the fig leaf of the Ten Champions?

Shanshan Technology passed the first batch of "Science and Technology Credit Rating of Intelligent Technology Enterprises" certification | Northern Lights ·Family

The "Consensus System of Science and Technology Credit Rating of Intelligent Technology Enterprises" was jointly compiled by Zhongguancun Intelligent Artificial Intelligence Research Institute and China Quality Certification Center., officially released in June 2022. Based on the principles of scientificity, objectivity, authority and reliability, the system objectively, effectively and comprehensively evaluates the technological innovation and application ability of intelligent technology enterprises from three dimensions: technological innovation research and development ability, technological innovation transformation ability and external conditions expansion ability, and provides a reliable reference standard for the key participants in the intelligent industry such as the government, industry users and financial investment institutions to objectively and scientifically evaluate the scientific and technological credit of enterprises. As the first batch of enterprises that passed the science and technology credit rating certification and obtained high-level evaluation, Shanshan is a professional recognition of its advanced nature and landing in terms of product capability, technological innovation and application scenario coverage. Shanshan will continue to help consolidate the cornerstone of the development of intelligent industries and help China enterprises realize the transformation and upgrading of digital intelligence.

Jianyu Yang, deputy to the National People’s Congress and general manager of Zhejiang Mobile: Accelerate the development of China’s smart pension industry

This year’s government work report puts forward: actively respond to the aging population and promote the development of the cause of aging and the pension industry. With the deepening of social aging, as a new mode of providing for the aged, the advantages of intelligent providing for the aged in improving the convenience of providing for the aged and the efficiency of resource allocation are gradually highlighted. China attaches great importance to the development of smart old-age care, and has issued a series of documents, which clearly regards smart old-age care as an important part of China’s old-age care service system. In this regard, Jianyu Yang, deputy to the National People’s Congress, Party Secretary, Chairman and General Manager of China Mobile Zhejiang Company, suggested that we should strengthen product supply, technology and data empowerment, industrial cultivation and other aspects to further meet China’s growing demand for smart old-age care, enhance scene service capabilities, and accelerate the development of China’s smart old-age care industry.

It is reported that the number of elderly people aged 60 and over in China has reached 264 million, accounting for 18.7% of the total population. It is estimated that the number of elderly people over the age of 65 will exceed 300 million during the 14th Five-Year Plan period, accounting for more than twice the proportion of the population in the whole society.

Jianyu Yang introduced that smart pension is an emerging industrial form that takes smart products and information platforms as carriers, faces people’s health and pension service needs, and deeply integrates new generation information technologies such as Internet of Things, big data, cloud computing and artificial intelligence.

In recent years, the market scale of China’s smart pension industry has expanded rapidly and the growth rate is relatively high; More and more enterprises are investing in the smart pension industry, and a number of smart pension demonstration enterprises stand out; The integration of smart pension industry with medical and health industries has been accelerated, and the format has been continuously innovated. The field of smart pension services has gradually extended to services such as telemedicine and personalized health management.

Through extensive investigation and in-depth practice, Jianyu Yang believes that the smart pension industry in China is still in the initial stage of development, and there are still some problems in its construction.

First, the supply of smart pension products is insufficient. The endowment products and services provided by digital and intelligent methods are insufficient, and the products mainly stay in primary applications such as home entertainment and wearable device monitoring, and the product experience is poor, the aging level is low, and the use is unfriendly. New products such as "internet plus Health Service" and "internet plus Nursing Service" urgently needed by the elderly still need to be cultivated.

Second, the level of digital services needs to be improved. The integration, application and innovation of next-generation information technologies such as 5G, artificial intelligence, Internet of Things and big data in the field of old-age services still need to be strengthened. A number of key technologies such as old-age care monitoring and "machine substitution" need to be broken through. Old-age big data lacks unified analysis and processing, there are many gaps in industry standards, and the level of industrial collaborative innovation needs to be improved.

Third, the cultivation of smart pension industry needs to be strengthened. There are only more than 1,800 enterprises in the national smart pension industry, and industrial cultivation needs to be strengthened; Employees generally have low academic qualifications and are older, and their knowledge structure and skills cannot meet the requirements of intelligent old-age care services; The prevention, rectification and publicity of digital fraud for the elderly need to be strengthened.

Jianyu Yang suggested:

The first is to strengthen the supply of products to meet the growing demand for smart old-age care. Implement the demonstration project of science and technology to help the elderly, encourage the popularization and application of wearable and portable old-age monitoring equipment at home, strengthen the research and development of key technologies such as multimodal behavior monitoring, fall protection and high-precision positioning suitable for old-age care, enrich the types of smart old-age products, and improve the intelligent level of products; Promote the aging transformation of Internet applications, support the launch of more smart terminal products and applications for the elderly with simple interface and convenient operation, and effectively lower the threshold for the use of smart products for the elderly.

The second is to strengthen technical empowerment and enhance the ability of smart old-age scene service. Further enlarge the advantages of technology empowerment, promote the demand docking, technical and commercial cooperation between the upstream and downstream of the industry, support the expansion of pension scenarios such as smart nursing homes, smart home-based pensions, and smart old-age restaurants, explore and promote new smart old-age services such as "internet plus Nursing Service" and telemedicine, and establish and improve the standard system for smart and healthy old-age care; Further enlarge the advantages of data empowerment, promote the construction of regional big data platform for healthy old-age care, improve the basic database for old-age care, strengthen the sharing and application of healthy old-age care data, and improve the data analysis capabilities of behavior portraits, behavior monitoring and safety monitoring of the elderly.

The third is to optimize the industrial environment and enlarge and strengthen the modern old-age service industry. Increase investment in smart pension industry, set up special funds, implement government subsidies, organize pilot demonstration projects for smart and healthy pension applications, and guide and promote the popularization of smart pension products and services; Actively support innovation and entrepreneurship in the field of smart old-age care, establish innovative and entrepreneurial service platforms in the field of old-age care such as crowdsourcing, crowdsourcing, public support and crowdfunding, and form a number of ecological incubators and accelerators for smart and healthy old-age care industries; Improve the training system of digital talents in the old-age care industry, speed up the training of compound talents in the old-age care service, and improve the digital literacy of service personnel in the industry; We will strengthen the protection of the rights and interests of the elderly, intensify special efforts to rectify the crimes of pension data disclosure and pension service fraud, and continue to promote the propaganda work of the elderly to prevent digital fraud.

Another fake photo won the prize.

DigiDirect, an Australian electronics company, often holds photo competitions and offers cash prizes. Last week, the company announced that the "UAV photo" taken by "Jane Axe" won the grand prize in the summer photography competition.

Well, it’s the one below.

This photo of the drone’s perspective is really good, and the composition and color are all top grades.

Unfortunately, shortly after the award was announced, a studio called Absolute Ai admitted that they were authors on INS.They cheated.,This photo is actually a photo generated by AI.

Completely hit the face, and the old eyes of the human judges were completely fooled.

This photo is currently called "the world’s first award-winning photographic work generated by artificial intelligence" by the industry.

The creator released the "acceptance speech" honestly.

Translated, it means something like this.

This week, we won the photography award for a photo of sunset surfing from the perspective of a drone. Although this photo is beautiful, it is not true. After learning of the award, we voluntarily confessed to the organizer and returned the bonus.

The purpose of doing this is to prove that artificial intelligence technology has reached a turning point, and it can pass the final human eye test, make an undetected image (no one has any strange feeling when seeing this photo), and even get high praise from photographers.

As time goes by, we may look back on this historic moment in the future.

Because, when AI penetrates into our daily life, the genie has been released from the bottle and can’t be taken back. We must adapt to this change.

Recently, we have seen examples of Chatgpt passing legal examination, business examination and physical examination, but few people pay attention to the influence of artificial intelligence on creative industries.

Back to our award-winning "photo" …

We took part in the photo contest under the name of Jan Van Eycke.

He is a painter in the 15th century, and is famous for creating works of art that have been stolen many times in history.

Or, to be more precise, the most stolen works of art … until now.

The surfer in our photo never existed. That beach or ocean doesn’t exist either. It is composed of infinite pixels extracted from countless photos uploaded by countless people on the Internet.

Every work of art steals millions or even billions of elements from paintings, photos and videos, thus creating novel and amazing new content.

It is not an exaggeration to say that machines have now surpassed human beings.

Our little photography experiment may be a turning point, which makes us realize that we are in a new world.

That’s why we named the controversial award-winning work "The Most Stolen Photo in History".

From a purely photo perspective, it seems that the AI ? ? creator won.

Because they don’t need to wake up at sunrise, drive to the beach, and then take off the drone to capture images. You can create this photo just by entering text into a computer program and lying in bed.

But the problem is that photography has never been an activity that only pursues imaging, because you can’t smell the wet sea breeze in bed and feel the splendor when the sun jumps out of the sea.

Moreover, considering that artificial intelligence images are not currently protected by copyright, these AI photos are not protected by law, and anyone can use them in any way they want.

In the past, many people always resisted PS, thinking that the photos after PS no longer belonged to photography. Now, more out-of-line AI has arrived, and PS+AI is also on the road.

How to define future photography? How to study?

Perhaps it is a question that every photographer should think about.

How to write an efficient soft article from scratch?

With the development of society, soft writing has become an essential tool for enterprise promotion. However, many people don’t know how to write an efficient soft article. In this article, I will introduce some basic points about soft writing.

First of all, soft text should have a distinct theme, which can attract readers’ attention. This theme can be product features, brand stories, industry trends and so on. Only a good theme can make readers have the desire to read.

Secondly, soft text needs to have a complete structure. It can be conceived in the way of problem-solution-advantage, so that readers can see the core content of the article at a glance. At the beginning of the article, some striking data or stories can be introduced appropriately, which can better arouse readers’ interest.

In addition, soft text should use simple and easy-to-understand language to express complex concepts. Avoid using too professional jargon to make readers feel at a loss. It is best to use easy-to-understand words and short sentences for readers to read easily.

Finally, we must pay attention to the typesetting of soft texts. The text should be divided into paragraphs, and the content of each paragraph should be clear. At the same time, the conversion between titles and paragraphs should be natural and smooth, so as to avoid being abrupt.

If you find the above points difficult to master, or don’t know how to write, you can try to write AI WeChat official account with tigers. Tiger Writing AI WeChat official account is an intelligent writing platform, which can help users to complete all kinds of text writing tasks through artificial intelligence technology and natural language processing technology.

Using Tiger to write AI WeChat official account is very simple. You only need to enter what you want to write in WeChat official account, and you can get a high-quality article in a few minutes.

If you have already written a soft article, but don’t know how to publish it, you can try to use the overflow enterprise push publishing platform. This platform is a professional new media promotion platform, which can help enterprises push articles to major portals, social media and other channels to maximize the advertising effect.

In short, writing soft articles is not an easy task, but you can make your soft articles more efficient as long as you master some basic skills. At the same time, the popularity of social media and the emergence of the platform of tiger AI writing in WeChat official account and Yiqi enterprises also provide a more convenient and efficient way for the writing and publishing of soft articles.

Oracle Netsuite code-free integrated connection solution

Oracle NetSuite native cloud ERP, covering ERP/ financial management, CRM and e-commerce, supports highly flexible solutions from start-ups to global enterprises, with more than 28,000 customers worldwide. NetSuite changes the product-centered model, creates a brand-new service centered on customer business processes, and completely subverts traditional ERP.

Oracle Netsuite needs to fill in six items of information: AccountID, TOKEN ID, TOKEN SECRET, CONSUMER KEY, CONSUMER SECRET, and Account Name.

Note: the [Account Name] field can be customized and optional; if it is left blank, the default display name is Oracle Netsuite#1, 2 and 3.

[AccountID] acquisition method:

Click https://8173570-sb1.app.netsuite.com/ to enter the login page. After logging in to Netsuitre, the < AccountId > in the address bar "https://< Account ID >. app.netsuite.com".

For details, please see the following example:

[CONSUMER KEY] and [CONSUMER SECRET]: Ask the administrator to log in to the background and get it after opening the TBA token function in the Settings-Integrated Management interface.

[TOKEN ID] and [TOKEN SECRET]: Please ask the administrator to enable the TBA function for this role when creating it.

The above fields are successfully obtained, fill them into the authorization account of Jijian Cloud, and click "Next" to authorize successfully.

Available trigger action

  • When a new financial voucher is generated.

Application example

Oracle NetSuite+ forms system:When a new financial voucher is generated in Oracle NetSuite, it will be automatically synchronized to the form system via data, which is convenient for statistical records.

Jijian Cloud is a super software connector, which can easily connect data between hundreds of softwares without development and code knowledge, and build an automated and intelligent business process. By automating business processes, you can save hundreds or even tens of thousands of hours of labor costs every month.

For details, please check the set Jianyun official website: https://www.jijyun.cn/.

1. Business process automation, saving tens of thousands of hours of labor costs for enterprises.

Is your team still manually exporting and importing data information between different systems, and manually entering, modifying and performing various operations in different systems? By gathering cloud, you can quickly build an automated business process without any development, which is simple, fast and available to everyone. The automated business process created in a few minutes may save tens of thousands of hours of labor costs for enterprises.

2. Use AI artificial intelligence technology to improve the efficiency and value of business processes.

In addition to automating business processes, Jijian Cloud provides AI artificial intelligence components to help enterprises transfer repetitive tasks that require manual participation to AI artificial intelligence technology for automatic processing, including semantic analysis, prediction model, automatic information extraction and other different AI modules.

The open platform of Jijian Cloud is that Jijian Cloud provides developers (software companies, internal developers and independent developers) with the ability to quickly connect with applications in Jijian Cloud Platform. You can easily connect your software interface to Jijian Cloud Platform to realize data interoperability of hundreds of applications. You can also embed the integration ability of Jijian Cloud into your software system, turn the integration ability of hundreds of softwares into the functions and selling points of your products, expand additional income, and improve the transaction rate, transaction amount and satisfaction of customers.

Leave a message to send points | Copyright of AI works

In the past two years, while AI painting has entered the public’s field of vision, it has also caused a lot of controversy.

In 2022, the AI painting "Space Opera" won the first place in the art competition at the Colorado Expo in the United States, which quickly aroused people’s attention to AI painting, which also triggered a series of discussions such as "Can AI participate in the competition" and "Can AI replace human painters".

AI painting is changing with each passing day and developing rapidly. While it is popular, it has been resisted by many artists because of the problem of "feeding pictures". At the end of last year, Artstation, a world-renowned art website, was screened by an icon boycotting AI works, and artists expressed their anger. At the beginning of this year, another artist filed a class action lawsuit against AI companies such as Stability AI, Midjourney and Deviant Art, claiming that AI companies violated the rights of millions of artists.

Controversy continues because legal progress has not kept pace with the development of science and technology, the current legal norms lack the identification of the ownership of artificial intelligence creations, and the copyright issue of AI paintings cannot be finalized. However, a recent letter from the US Copyright Office has aroused widespread concern.

Screenshot of letters from the US Copyright Office

In February this year, the US Copyright Office re-examined a work that was registered last year. This work is a comic book "Zarya of the Dawn" created by an artist named Kristina Kashtanova using the AI painting tool Midjourney. In a letter to Kristina Kashtanova’s attorney, the US Copyright Office made a new administrative decision: cancel the original copyright registration of Zarija at Dawn and re-register the comic book as a compilation. The reason is that Kristina used the AI tool to create the picture part of the cartoon, but she didn’t explain it when she first applied. The US Copyright Office thinks that this kind of AI painting is not a work created by a human author, and it is not within the scope of "works" protected by law, so it can’t be registered.

The cover and some illustrations of Zarija at Dawn

In the letter, the US Copyright Office emphasized that the protection scope of The Copyright Act is original works, and originality includes independent creativity and full creativity.

Kristina Kashtanova argued that she constantly revised the prompt to achieve the final desired result, and that she also PS-processed the generated pictures. In this regard, the US Copyright Office responded: constantly improving the picture by modifying the prompt is not creation. Kristina Kashtanova’s prompt expression is very short, and the main creative process is completed by AI. What she does is selection rather than creation. In addition, she did too little PS processing on the picture to be considered as creation.

In addition, the Copyright Administration also pointed out that people can’t predict the specific output results of the Midjourney tool. This lack of "creative control" and "dominance" proves that the descriptions and instructions that Kristina Kashtanova only inputs in the AI tool are only "suggestions", and the final generated pictures are still in the final decision of AI, so the works do not contain human creativity and are not "original", which further proves that the Midjourney in this incident is.

If the "uncontrollable" problem emphasized by the US Copyright Office is solved, will the works generated by AI paintings be copyrightable?For example, the ControlNet model of the recent fire has realized the precise control of AI generation to some extent through various image analysis methods such as attitude recognition Openpose, Depth detection and edge detection Canny.

In this regard, we specially consulted Xiao Sa, a senior partner of Beijing Dacheng Law Firm. She explained: "The uncontrollable generation of pictures is one of the reasons and basis for the US Copyright Office to determine that AI works are not original, but precise control is not the essence of the copyright of AI works.The key to whether the product of ControlNet is copyrightable lies in whether it can embody the "originality" of human beings sufficiently and clearly.

If it can be proved that the works generated by AI are original, will they be protected by copyright?

Lawyer Xiao Sa: "It will be protected by copyright. The court of our country has made such a judgment-a Goose Factory Computer System Co., Ltd. v. a company in Shanghai for a dispute over copyright ownership. Tencent developed an AI software called Dreamwriter, which can automatically generate news articles according to the latest situation of the stock market. The defendant reprinted the article without permission, causing disputes. In the judgment, Shenzhen Nanshan Court held that the AI article involved was a work in the sense of Copyright Law: "The creation of the work reflects the originality of a goose factory team in data input, triggering specific conditions, language style selection, etc., and it is copyrightable and should be protected by copyright law."

If the work generated by AI cannot be proved to be original, can the author not enjoy the rights to the work?

If we can’t prove that the AI work is original enough (or the administrative organ doesn’t recognize this originality), we can try to combine the AI work with other protected works. Taking the ruling of the U.S. Copyright Office as an example, aside from the controversy over the copyright of AI works, the Copyright Office has given a realistic solution to the problem that AI paintings are not protected by law-combining with other protected works. For example, comic books involved in the case, although the pictures are not protected by copyright law, the written works (story content) embedded in the pictures belong to works in the sense of copyright law, and both of them can be protected in the form of compiled works, and the author still enjoys the rights to the works.

Some anti-AI groups think that the ruling of the US Copyright Office denies the copyright of AI paintings, but is this really the case?

At the end of the letter, the US Copyright Office specially emphasized that they did not completely rule out the possibility of accepting the copyright registration of AI painting, but only decided that the author’s influence on the image in this case did not reflect enough creativity. In other words, the ruling of the Copyright Administration is only the first time to demarcate the judging boundary of whether AI works are copyrightable at the official level, that is, human originality.

With the change of AI painting technology, it has become a "past tense" for Kristina Kashtanova to rely solely on text information to generate works. Nowadays, many AI painting lovers will build their own models and use the database to train AI, such as various Lora models that are now self-trained on Stable Diffusion. This kind of behavior seems to greatly satisfy the copyright condition of "originality", but it also brings about cliche problems.Does using AI constitute plagiarism? Will it constitute infringement?

Lawyer Xiao Sa gave a detailed explanation: "Whether AI painting infringes is a very complicated issue. In judicial practice, Chinese courts generally follow the standard of "contact+substantial similarity" to judge whether a work is plagiarized, that is, two conditions need to be met: (1) the author of the later work has "contacted" the former work (it is only necessary to prove that it is "likely to contact", for example, the former work has been published by the author on the Internet); (2) The composition of the post-work and the pre-work is substantially similar (abstract observation and overall observation are used for comprehensive judgment on substantive similarity).

We believe that AI works are difficult to be identified as "plagiarized" works under this judgment rule. On the one hand, it is impossible to prove that AI tools have "touched" infringed works by proving that the works have been published in public, as human works do, because AI painting tools are a product based on the combination of massive original data and specific algorithms, and only when the massive original pictures used by AI painting tools to train large models contain "infringed" works can they be "touched"; On the other hand, AI works are very random. Although there may be similarities in painting style and theme with other works, this similarity belongs to the similarity in thought rather than the similarity in expression protected by copyright. Therefore, it is difficult to prove that there is a "substantial similarity" between the two works, whether it is abstracting its single element and comparing them with the infringed works or comparing them from the overall impression.

Lawyer Xiao Sa believes that high probability does not constitute infringement. Generally speaking, AI creation does not infringe the rights of works and authors. As mentioned above, the object protected by the copyright system itself is the expression of original ideas. In other words, it focuses on the expression rather than the thought itself, and the thought, as a subjective thing that has not actually happened, is not within the protection scope of the copyright system. Only this kind of thought exists objectively as an expression and is original can it exist as the object of copyright protection. Therefore, in the field of copyright law, expressions cannot be copied, but ideas can be used for reference. Painting style and subject belong to "thought" rather than "expression". In this sense, the imitation of painting style belongs to the reference of thought rather than plagiarism, so it certainly does not involve the infringement of copyright. For example, birds are also sketched. A picture of a flying bird created by Xiao Zhang is of course different from a picture of a bird perched in a tree created by Xiao Li. Both of them are also within the scope of the works, but there is no infringement relationship between them.

Whenever new technologies and tools appear, they are bound to be questioned. In the future, we may still need to conduct more in-depth legal and ethical research and discussion on the copyright ownership of AI’s creative works. But we have to admit that the trend is irresistible, and it is almost impossible to get the upper hand against a technology with great commercial prospects and practical application that can significantly improve production efficiency.

It is worth noting that in the publicity of the rule of law in Weibo, the official city of the Supreme People’s Procuratorate, China, pictures generated by AI painting tools have been used.