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"The biggest disseminator of false information" —— On the bad behavior of American network public opinion manipulation

  Xinhua News Agency, Beijing, December 13th  (International Watch) "The biggest disseminator of false information" — — From the bottom of American network public opinion manipulation misdeeds

  Xinhua news agency reporter

  "Do you know who is the biggest disseminator of false information in the history of the world? It is the US government. "

  At a hearing in the US Congress in May this year, Senator rand paul asked himself and gave a series of examples, including the US government’s invasion of Iraq in 2003 under the pretext of "weapons of mass destruction".

  The scene of Colin Powell, then US Secretary of State, holding a tube of white powder at the UN Security Council meeting and identifying Iraq as developing "weapons of mass destruction" has gone down in history as a "famous scene" for the US government to openly lie on international occasions.

  For a long time, the US government has been spreading false information and weaving a dark network of rumors to manipulate public opinion, demonize other countries and safeguard its hegemony.

  False information blitzkrieg — — "It’s as if someone pressed a switch."

  According to researchers from the School of Mathematical Sciences, University of Adelaide, Australia, on February 24th this year, when the Ukrainian crisis escalated, "it seemed as if someone had pressed a switch", and the account on social media Twitter promoting anti-Russian stance "suddenly broke out", with as many as 38,000 tweets with the tag "Support Ukraine" appearing every hour. In the following week, a total of about 3.5 million tweets depicting Russian-phobia were constantly spreading, of which as many as 80% came from robot accounts. Such a rapid and large-scale online public opinion offensive can be called a "false information blitzkrieg".

  According to the US Monthly Review website, Paul Nakasone, director of the US National Security Agency and commander of Cyber Command, disclosed in May that Cyber Command has been carrying out a number of information actions to support Ukraine.

  The picture shows a screenshot of the US Monthly Review website reporting "Australian researchers exposed large-scale anti-Russian" robot network army ".

  Fyodor Voitolovski, director of the Institute of World Economics and International Relations of the Russian Academy of Sciences, said in an interview with Xinhua News Agency that Russia is facing a "typical propaganda trap". The US government used transnational media to launch an anti-Russian propaganda offensive, and some blogs and social media accounts also actively participated in it.

  The misdeeds of the United States in spreading false information and manipulating public opinion on a large scale through social media have also been confirmed by other researchers. According to a report released by the Australian Institute in 2020, thousands of Twitter accounts have forwarded a lot of information about Covid-19 within 10 days. "It is China &lsquo to spread Covid-19 in a coordinated and organized manner; Biological and chemical weapons ’ Conspiracy theories, and these "network water forces" are all related to the United States.

  "The United States is perfect in using various means to carry out information warfare and propaganda warfare." Voitolovski said that the United States regards Russia and China as "challenges" and "adversaries", and uses "national security" as an excuse to launch an information war and a propaganda war against the two countries, and the offensive has been continuously strengthened.

  As a matter of fact, the targets of American network information warfare and propaganda warfare are not only Russian and China. On a global scale, there are countless cases in which the U.S. government used online rumors to trap other countries and incite the "color revolution."

  The evidence released by the Cuban government in July 2021 shows that since mid-June of that year, some anti-Cuban forces in the United States, with the support of the American government, deliberately spread the lies of "the collapse of Cuba’s medical system under the COVID-19 epidemic" through social networks, using this as an excuse to incite military intervention in Cuba.

  Washington post quoted a report from the network observation room of Stanford University in the United States as saying that in September 2020, social media Facebook and "photo wall" found that hundreds of accounts and homepages were used to spread false information to audiences in Venezuela, Bolivia, Mexico and other countries, fostering opposition forces supported by the United States in these countries and promoting regime change. These accounts and home pages are related to a public relations company headquartered in Washington.

  Inaudible voice — — "Deep government" and "Wolf tactics"

  The rise of social media provides a new environment and new means for the United States to manipulate public opinion on a large scale. For the purpose of deception, the US government spreads a lot of false information in cyberspace. The specific operation method of this so-called "influence action" and the hidden network behind it were jointly released in August this year by the network observation room of Stanford University and Grafica Research Company, a social network analysis institution. Report "inaudible voice — — In the evaluation of pro-Western covert influence action in the past five years, it was unveiled.

  The picture shows "inaudible voice — — The cover of the report on the assessment of the hidden influence of pro-Western countries in the past five years.

  Based on the analysis of more than 200 fake accounts on social media such as Twitter, Facebook and "photo wall", the researchers found a "network of accounts that are interrelated among multiple social media platforms and use deceptive strategies to promote pro-Western narratives in the Middle East and Central Asia". These accounts participated in "a series of secret propaganda offensives that lasted for nearly five years" and "continued to advance the narrative that is beneficial to the interests of the United States and its allies and opposed to Russia, China and Iran".

  By analyzing the data provided by various social media platforms, the researchers concluded that some of these accounts were obviously related to the "Cross-regional Network Initiative" of the US Department of Defense. The "Cross-regional Network Initiative" was initiated by the US Special Operations Command in 2008. It used a series of websites to influence public opinion and provide "information support" for US military operations.

  These accounts are divided into different groups according to the countries and regions where the target audience is located. In order to expand the effect of public opinion manipulation, each group account often "acts in concert" and even posts automatically at certain intervals. Some accounts also try to cover up this kind of collaborative action, for example, when using the same picture, they make a few changes to the picture description and title, and "insert" some content about culture and natural beauty between the collaborative posts to "cover up politically motivated activities".

  The customary rumors of these accounts include: using photos generated by theft, tampering or artificial intelligence as avatars; Issue highly consistent content at the same time with false identities such as "independent media" and "local residents"; Stir up rumors by adding labels and forwarding petitions. In order to concoct "hot topics", these accounts are highly active and concentrated in posting in some cases. The most typical case is that before and after the escalation of the Ukrainian crisis, Central Asian groups posted nearly 200 posts a day, exaggerating Russia’s so-called "threat" to Central Asian countries.

  According to the report, some false accounts on social media are associated with the US military. The picture shows a screenshot of the report.

  These accounts often forward news from pro-Western media, American embassies and consulates abroad, the US military, etc., and sometimes deliberately package the forwarded fake news as original, or link with other related accounts and websites.

  This reminds people of the previous revelations of julian assange, the founder of Wikileaks, and edward snowden, the revealer of Prism Gate. According to the documents they disclosed, a "deep government" composed of the US Central Intelligence Agency and the State Council plays a "command center" role in the manipulation of public opinion, which is responsible for setting the target of public opinion attack and setting the topic, and then the US government, western media, politicians, think tanks and so on quickly follow up the hype and stage "wolf tactics". Obviously, fake social media accounts are also part of this "wolf pack".

  "Weapons of the New Cold War" — — Demonize countries that oppose American hegemonism

  As the article on the website of Monthly Review said, there is increasing evidence that the United States and other western countries have turned social media platforms into "weapons of the new cold war".

  Pentagon, USA. Xinhua News Agency reporter Liu Jie photo

  In order to control these platforms, the United States will do whatever it takes.

  Western scholars have found that the American government has long used personnel infiltration to control the network public opinion field. Major social media companies in the United States employ people with intelligence or military backgrounds all the year round. These people are often placed in important positions such as data analysis, network security, content review, etc., which directly affects the way of social media thinking and problem solving, and then affects the information flow for billions of netizens around the world.

  Allen mcleod, a member of the Media Research Group of the University of Glasgow in the United Kingdom, wrote that there are "ex-CIA agents everywhere" in the Trust and Security Department of Google, and people who have worked in the CIA for more than 10 years are everywhere. Similar phenomena exist in Facebook’s parent company "Yuan" Company, Twitter and Youtu.

  Mcleod pointed out that one of the important tasks of the CIA is to spread lies to the public under the pretext of "American national security". Former Secretary of State Mike Pompeo, a former director of the CIA, "disclosed" in a speech in 2019: "We lie, we cheat and we steal. We have a whole set of training courses on these! " Nowadays, people who have worked in the CIA for a long time decide the information disseminated by social media. This is the "problem".

  MintPress, a left-wing news website in the United States, quoted Elizabeth Murray, who had worked in American intelligence agencies for 27 years, as saying that there is a "revolving door" phenomenon between American intelligence agencies and social media companies, that is, intelligence agency personnel go to social media platforms for a period of time and then return to work in intelligence agencies. Mcleod believes that this means a national security risk for other countries, especially "countries that pursue a foreign policy independent of the United States". (Participating in reporters: Gao Jie, Bao Xuelin, Chen Dan, Han Bing, Gao Wencheng, Meng Jing, Huang He)

Looking at the changes in the figures, many core indicators of the Third Consumer Expo have improved.

CCTV News:The 3rd China International Consumer Goods Expo opened in Haikou, Hainan this morning (April 10th). In this year’s Consumer Expo, more than 4,000 consumer products from 65 countries and regions were unveiled, and the core indicators such as the number of participating countries, brands and buyers have all improved. Let’s look at the report sent back from Hainan by CCTV reporters at Headquarters this morning.

CCTV reporter Chen Xi:This is Haikou International Convention and Exhibition Center in Hainan, and my present position is outside the banquet hall in Hall 5. The opening ceremony starts at 10: 30 and lasts for one hour.

The theme of this year’s Consumer Expo is still "sharing open opportunities and creating a better life together". Together with Canton Fair in Guangzhou, Service Trade Fair in Beijing and China International Import Expo(CIIE) in Shanghai, it is called the four most influential economic and trade fairs. By this year, the Expo has been the third, and it has attracted more and more attention. There are several figures that can represent the increase in the popularity of the Expo.

The exhibition area of the first and third sessions increased by 20% compared with the second session, and the total exhibition area reached 120,000 square meters, with more than 3,300 famous brands from more than 60 countries participating in the exhibition. It has been confirmed that politicians from seven countries and heads of international organizations will attend the Expo.

2. The number of buyers and professional visitors is expected to exceed 50,000, and the number of visitors is expected to exceed 300,000.

Third, the media is highly concerned. In addition to the domestic mainstream media, it is expected that there will be more than 30 overseas media to report the Expo.

Compared with the previous two sessions, the core indicators such as the number of participating countries, the number of brands and buyers have all increased.

The first show of global consumer goods at the Expo is also worthy of attention. On the 12th and 13th, a new product launch conference of "Consumer Fashion, First Show" will be held in the Welcome Hall, and 28 well-known publishers at home and abroad will bring 118 series of new products with different styles to the stage.

       The public open day of this year’s Consumer Expo is on 14th and 15th, with a total of 100,000 tickets on sale. Visitors can purchase tickets in real-name registration system through the official App of Consumer Expo and WeChat applet.

The press center was put into use in the afternoon.

According to the reporter, this afternoon, the news center of the Consumer Expo was put into use, which can meet the needs of about 1200 journalists working at the same time. In addition, the online news center has been opened to all registered journalists.

Highlights of "The Cultivation of Fighting Nation" Revealed the interactive shooting process of man and bear.

Recently, a romantic comedy movie which will be released nationwide on January 18th has broadcast an interesting behind-the-scenes tidbit on Russian channel. In the tidbits, not only the winter scenery across the two countries is shown to the audience, but also the shooting process of human-bear interaction and swimming in the snow is revealed one by one. More praised by the media: "The laughter resonates, and the story is warm and dramatic", which makes people look forward to it more and more.

 

The humor of the first "happy encounter" between Chinese and Russian cultures on the big screen breaks the distance and becomes an international language.

In the behind-the-scenes footage broadcast, the audience was shown a number of shooting locations with increasingly strong winter atmosphere, from Suzhou and Shanghai to Beijing and Moscow journey to the south. There are also the original players in the series: oligarchs, little princesses and other familiar characters. Among them, swimming outdoors in winter in Russia and interacting with the famous cute brown bear are full of freshness.

As the first Sino-Russian co-production film, the film "The Cultivation of Fighting Nation" opened the most joyful and romantic encounter this winter. The first collision between the two cultures on the big screen is a happy encounter of humor without borders. It can not only satisfy China audience’s curiosity about the fighting nation, but also be a window for Russia to understand China culture.

 

The most practical "meeting the father-in-law" practical strategy at the end of the year resonates with the topic of international marriage and love.

The film "The Cultivation of Fighting Nation" tells an adventure story of a "Shanghai little son-in-law" who went to Russia to meet the "father-in-law of fighting nation". In the film, the tough Russian father-in-law set up a lot of hurdles to stop this marriage: Vodka wine bureau, polar winter swimming, high-temperature sauna, crazy racing and so on. Can’t help but wonder if our hero has a chance to win the beauty back.

Although the story of the film "Meeting my father-in-law" is humorous and full of dramatic conflicts, the warm story resonates strongly. The master also said: "This simple and kind story will definitely find a response in the hearts of audiences from all over the world." "From Shanghai to Moscow, from the Great Wall to the road covered by heavy snow, love has no boundaries and no distance." The evaluation is even more touching.


Donghua Energy joined hands with CNNC to build a zero-carbon industrial park. The price of raw materials soared for half a year, and the net profit dropped by more than 80%.

Changjiang business news ● Changjiang Business Daily reporter Ming Hongze

Donghua Energy (002221.SZ), which constantly promotes the industrial layout, has made heavy moves again.

On the evening of September 6, Donghua Energy announced that the company will join hands with China National Nuclear Corporation to jointly promote the high-temperature gas-cooled reactor project, and it is estimated that the investment will exceed 100 billion yuan in the next five years to jointly build a zero-carbon industrial park. The two sides have also conducted in-depth cooperation in other areas.

Donghua Energy said that the above actions will be conducive to the company’s industrial transformation and upgrading, and greatly reduce the production cost of the process.

Donghua Energy was established in 1996. After more than 20 years of development, it has become one of the top 500 Chinese enterprises. The company’s main business was once dominated by trade, and it is the largest LPG trader in the world and the largest LPG importer in China. In recent years, the company has actively implemented industrial transformation, and now it has become the largest propane dehydrogenation manufacturer in the world.

In the past 10 years, Donghua Energy has achieved a continuous increase in net profit attributable to shareholders of listed companies, but since last year, net profit has declined. In the first half of this year, the company’s net profit was only 146 million yuan, down more than 80% year-on-year.

Donghua Energy explained that geographical conflicts, overlapping epidemics, soaring raw material prices and insufficient downstream demand led to a sharp drop in net profit.

Deep binding with CNNC

A paper announcement by Donghua Energy surprised the market.

According to the latest announcement, on September 6th, Donghua Energy and China National Nuclear Corporation (hereinafter referred to as "China National Nuclear Corporation") signed the Strategic Cooperation Agreement (hereinafter referred to as "Agreement"), which is valid for 10 years.

China National Nuclear Corporation (CNNC) is a super-large state-owned key enterprise directly managed by the central government and belongs to the industry giant.

According to the agreement, the two sides will jointly promote the high-temperature gas-cooled reactor project, and it is estimated that the investment will exceed 100 billion yuan in the next five years to jointly build a zero-carbon industrial park.

In addition, the two sides will jointly establish a hydrogen energy alliance, set up a hydrogen energy research institute and a pilot plant, focus on the thermochemical hydrogen production technology route in the preparation of green hydrogen, and develop solid-state storage materials and equipment for hydrogen.

At the same time, in order to build a hydrogen energy industrial chain and effectively deepen strategic cooperation, the two sides will actively promote CNNC or its member units to become strategic investors of Donghua Energy (accounting for 5%-15% of the shares), and appoint directors to participate in the management of Donghua Energy’s board of directors, so as to create a model of mixed ownership reform of "central enterprises+private enterprises". In addition, according to the principle of "giving priority to quality and price", Donghua Energy (Ningbo factory and Zhangjiagang factory) will be provided with economic and zero-carbon power supply.

The reporter of Changjiang Business Daily found that the cooperation between Donghua Energy and China National Nuclear Corporation not only involves a joint investment of 100 billion yuan in the next five years, but also involves a strategic investment in Donghua Energy, which is deeply tied with its equity relationship and has also made specific agreements on power supply. From this, it can be seen that the two are truly deepening comprehensive cooperation.

Investing 100 billion yuan in the next five years, if it is an enterprise of Donghua Energy, it is not generally difficult.

By the end of June this year, Donghua Energy’s total assets were 36.957 billion yuan, with a total market value of 15.748 billion yuan. With such a volume, it’s hard to imagine that you want to invest hundreds of billions. Holding hands with China National Nuclear Corporation, Donghua Energy will become impossible.

For the above cooperation, Donghua Energy said that the synergy effect on the company’s existing business is significant, which is conducive to the transformation and upgrading of the industry and is expected to greatly reduce the production cost of the process. If both parties cooperate on specific projects within the scope agreed in this agreement, it will have a positive impact on the company’s future performance.

Continuous large-scale investment is under financial pressure

Not only is it difficult to achieve a single investment of 100 billion yuan, but at present, Donghua Energy is also under greater financial pressure.

The semi-annual report shows that as of the end of June this year, Donghua Energy’s asset-liability ratio reached 66.43%. At the end of the period, although the company had 9.037 billion yuan of monetary funds on its books, its short-term debt reached 12.788 billion yuan, which showed obvious short-term debt repayment pressure.

Donghua Energy, originally engaged in trade business, is the largest LPG trader in the world and the largest LPG importer in China. In recent years, the company has actively implemented industrial transformation, and now it has become the largest propane dehydrogenation manufacturer in the world. Its industrial transformation is mainly implemented through investment construction and extended mergers and acquisitions.

In 2015, the first phase project of Zhangjiagang Yangzijiang Petrochemical Co., Ltd. was put into production, which is an important symbol of Donghua Energy’s strategic transformation, upgrading and layout of alkane resources comprehensive utilization industry. In that year, the production facilities of the 660,000-ton propane dehydrogenation to propylene project and the 400,000-ton/year polypropylene project were basically produced at full capacity.

Zhangjiagang Yangzijiang Petrochemical Department was established by Donghua Energy in 2011 with a capital contribution of 560 million yuan, with a shareholding ratio of 56%. In May 2015, the company acquired the remaining 44% equity at a price of 500 million yuan. From 2017 to 2019, Donghua Energy also successively acquired 100% equity of Baoying Jinfan, 100% equity of Polyentang Electronics, 100% equity of Tiansheng Port, and partial equity of Ningbo New Materials to carry out industrial transformation layout.

In 2019, the company announced that it would invest 16.67 billion yuan to build a comprehensive utilization project (Phase I) of alkane resources in Maoming. In order to strengthen the comprehensive utilization of hydrogen energy, in July last year, the company threw out acrylonitrile and its supporting projects to extend the industrial chain, with an estimated investment of more than 6.5 billion yuan.

At present, the company has three production bases in Zhangjiagang, Ningbo and Maoming, and some production capacity is still under planning and construction.

Donghua Energy said that the company will build the world’s largest olefin industrial base based on green chemicals, and plan 10 million tons of polypropylene and multi-copolymerization.

In recent years, the company’s investment cash flow has continued to flow out. From 2020 to the first half of this year, their net outflows were 1.054 billion yuan, 2.852 billion yuan and 1.911 billion yuan respectively.

Because of this, the company bears great financial pressure. In the next five years, the company and China National Nuclear Corporation will jointly invest 100 billion yuan, which will inevitably aggravate its financial pressure.

At one time, Donghua Energy showed strong profitability. In 2016, the company realized a net profit of 470 million yuan. From 2017 to 2020, its net profit increased slowly, but both exceeded 1 billion yuan. In 2021, its net profit dropped by 5.82% to 1.14 billion yuan.

However, in the first half of this year, the company’s performance fell sharply. The semi-annual report shows that its operating income was 15.192 billion yuan, up 6.54% year-on-year, the corresponding net profit was 146 million yuan, and the net profit after deducting non-recurring gains and losses was 95 million yuan, down 80.60% and 86.53% year-on-year.

Donghua Energy explained that geopolitical conflicts triggered international turmoil and superimposed global epidemics, which led to a sharp rise in propane prices. Downstream, due to the epidemic, construction was insufficient, and performance dropped significantly due to the squeeze at both ends.

Will Donghua Energy’s ability to resist risks be enhanced by accelerating industrial layout and financial pressure?

Reporting/feedback

Matsuoka Ring: Let more people, especially the Japanese, know the historical facts of the Nanjing Massacre.

  On April 4th, Matsuoka Ring (left), head of the Nanjing delegation from the Ming Heart Association of Japan, knelt on one knee and talked with the survivors of the Nanjing Massacre. On that day, in Tomb-Sweeping Day, survivors of the Nanjing Massacre, relatives of the victims and representatives from all walks of life paid homage to the victims killed by the Japanese invaders in 1937 in front of the wailing wall (the wall of the victims list) in the Memorial Hall for the Victims of the Nanjing Massacre. China News Agency issued a photo of Libo

  China news agency, Beijing, August 7 th: "Japanese conscience" Matsuoka Ring: Let more people, especially the Japanese, know the historical facts of the Nanjing Massacre.

  China News Service reporter Ying Ni

  Sitting quietly in front of the reporter of China News Service, Matsuoka Ring, thin body and white face, it is difficult for people to associate her with such a bloody incident as the "Nanjing Massacre". It is this Japanese lady who is nearly seventy years old who has been searching for the historical materials of the Nanjing Massacre for nearly 30 years and has been determined to spread them in China, and has been praised as "Japanese conscience" by Japanese media.

  Matsuoka Ring, who came to Beijing a few days ago, signed a contract with New World Publishing House in China to publish Nanjing: Torn Memories. The Chinese version is expected to be published next year. This book, published in English, about the testimony of Japanese veterans and victims of the Nanjing Massacre, attracted public attention in many places after the release of the new book in Toronto, Canada in April this year.

  Recalling my first visit to Nanjing in 1988, Matsuoka Ring still remembers the victim, Li Xiuying, who said in a hoarse voice, "I feel uncomfortable when I see the Japanese." She admitted to the reporter that this sentence gave her a great impact, "although the political atmosphere and public opinion at that time were both inclined ‘ China-Japan friendship ’ But I think this is what Chinese really thinks. "

  Matsuoka Ring, who used to be a primary school teacher, said that at first, he felt that Japanese education was unfair, while teachers should have been just. "During the investigation, I found that Japan constantly strengthened its efforts to deny history and at the same time strengthened its armaments. The victims in Nanjing told me their pain and hoped that I would tell the truth to the Japanese people. People who deny history hurt their victims again and again, and I have to explain to the old people. They trusted me and encouraged me. When my activities achieved results and told these to the victims, I knew that their pain was also alleviated. "

  Matsuoka Ring still remembers Zhang Xiuyu, an 88-year-old man, holding her hand a month before her death and earnestly telling her that she must tell the truth to the Japanese. It was the same old man who, with the encouragement of Matsuoka Ring, bravely went to the Japanese court as a witness in 1999 and accused Japanese militarism of the heinous crimes committed in China that year.

  In 1990, Matsuoka Ring established an organization to investigate and study the truth of the Nanjing Massacre — — "Ming Xin Hui (Nanjing)", I hope that the memory of the Nanjing Massacre will be remembered by Japanese people.

  "I think young people should be given a correct understanding of what their country is like. Since more than 10 years ago, there has been no history of aggression in textbooks. Before it was submitted to the Ministry of Education, Culture, Sports, and Education for examination and approval, the publishing house itself had already adjusted this paragraph, otherwise it could not be sold, which obscured the children’s eyes. "

  The more Matsuoka Ring knows about the historical truth, the more questions he has and the more he wants to know. Since 1997, she began to consciously search for Japanese veterans who were the perpetrators, and a total of 250 perpetrators were interviewed by her.

  "Less than 2% of the perpetrators have repented," Matsuoka Ring told reporters that only 3 or 4 of the 250 people expressed remorse. The indifference of the perpetrators and the painful struggle of the victims formed a very clear gap, which not only made her deeply saddened, but also further inspired Matsuoka Ring’s determination to reflect the historical truth in a neutral way.

  A subtle fact is that the families of many Japanese veterans who did harm didn’t know that they had done so many bad things in China. Matsuoka found in the interview that these Japanese veterans didn’t disclose their evil deeds in China to their families. "I think they should still feel that those actions are wrong and guilty in their hearts."

  Matsumura, a Japanese veteran who has talked with Matsuoka Ring for more than 20 times, impressed her deeply. "From pride and indifference at the beginning, to later saying that this war was a disaster, which was meaningless to Japan and China, until he died and said ‘ How nice it would be without this war ’ I deeply felt his inner remorse. "

  Matsuoka Ring, who is still on the road of revealing and spreading the historical truth, finally said that it is very important to know each other’s history and the history of the other country, so that we can not repeat the same mistakes with common memories. "I hope the world knows how hard-won peace is and how to cherish it."

China CDC: There is little difference among the five branches of mutation acceleration in Covid-19.

  On the afternoon of September 8th, the State Council Joint Prevention and Control Mechanism held a press conference to introduce the situation of scientific and accurate epidemic prevention and control, and to answer media questions.

  Dong Xiaoping, chief expert of virology of China CDC, said that new branches of virus variation and evolution are constantly emerging around the world, such as BF.15, BA.5.2 and BA.5.2.3 of Omicron mutant. The variation of RNA virus genome is a very common natural phenomenon, and there will be some variations in the process of virus infection and replication, which are often random. Covid-19 belongs to RNA virus, and its genome consists of nearly 30,000 nucleotides. It is natural that one to several nucleotides may mutate during each replication. On the other hand, the global large-scale vaccine use in a short time and the immune barrier formed by a large number of naturally infected people will also accelerate the mutation of Covid-19.

  Since Omicron mutant appeared in November last year, it has formed five big evolutionary branches, from BA.1 to BA.5, which still belong to Omicron mutant. From the whole observation, it is true that there are some differences in transmission ability, pathogenicity and immune escape ability among branches, but there is little difference on the whole.

  For Covid-19’s mutation, we pay more attention to the influence on transmission ability, pathogenicity and immune escape ability. At the same time, not every so-called evolutionary branch or mutation will obviously affect the changes of the above three abilities. Therefore, timely monitoring of virus mutation is very critical and important for timely adjusting prevention and control strategies and developing drugs and vaccines.

The trial of ATM robbery in Beijing CBD, a female white-collar worker who specializes in robbing money, started today.

Clue collection.

The suspect was put on trial.

  Beijing News (Reporter Liu Yang) A number of ATM robberies near the CBD in Chaoyang District at the end of last year were heard on May 24th. Defendant Yang Wannian specializes in robbing female white-collar workers. When he was tried, he said that because he lost his job, the more he robbed money, the less he dared to find a job, which was a vicious circle.

  Yang Wannian, male, born in June 1994, with a high school education, is from lincang, Yunnan. At 10 o’clock in the morning, Yang Wannian, wearing a black T-shirt, was taken into court.

  Accused of committing four crimes in November last year.

  The public prosecution agency accused the defendant Yang Wannian of robbing Luo Moumou 500 yuan with a knife in November 2015 at the Industrial and Commercial Bank of China on the east side of Shuanghuayuan Bus Station in Chaoyang District, Beijing, after the victim Luo Moumou (female, 29 years old, from Beijing) withdrew money from the ATM of the bank.

  At 7 o’clock on November 11th, 2015, the defendant Yang Wannian robbed the victim Feng Moumou (female, 27 years old, from Hubei) of 600 yuan with a knife at the ATM withdrawal office of Industrial and Commercial Bank of China at the bottom of Building 2, Shuangjing Beili, Chaoyang District, Beijing.

  At about 6: 30 on November 18, 2015, the defendant Yang Wannian violently seized Wang Moumou’s 300 yuan and a savings card of ICBC at the ATM of the Industrial and Commercial Bank of China on the south side of Shuangjing Shiqiao International Trade Apartment in Chaoyang District, Beijing, after the victim Wang Moumou (female, 21 years old, from Beijing) withdrew money from the ATM of the bank.

  At about 10: 53 on November 24, 2015, the defendant Yang Wannian forcibly seized Zhai Moumou’s RMB 1000 yuan at the ATM of Industrial and Commercial Bank of China, No.30 Fuxing Road, Haidian District, Beijing, taking advantage of the money that the victim Zhai Moumou (female, 21 years old, from Henan Province) withdrew from the ATM of the bank.

  Defendant: You want to rob money when you are sleepy and hungry.

  "At that time, I just came to Beijing for two months, and I didn’t need me at work. I was sleepy and hungry and wanted to grab money." Yang Wannian said that when he saw someone withdrawing money from the ATM, he planned to buy a knife first and then grab it.

  The surveillance video shows that Yang Wannian is wearing a mask and hat, and his disguise is tight. After the victim took the money, he suddenly rushed out, grabbed his neck and held the knife against the victim.

  Yang’s dress has also aroused the suspicion of the victim. The victim, Ms. Wang, said that she just wanted to withdraw money and found that someone behind her turned to leave. As a result, she was caught by her and pressed the ATM to grab the money.

  The public prosecutor suggested that Yang Wannian be sentenced to 11 to 13 years in prison.

  The case was not pronounced in court.

Japan helped the United States to pull the "anti-Russian front", and the Russian Deputy Foreign Minister warned against retaliation against Tokyo.

  [Global Times Comprehensive Report] The cabinet of Japanese Prime Minister kishida fumio has set off a small climax of diplomatic activities since the end of this month: after receiving visiting German Chancellor Scholz in Tokyo on April 28, kishida fumio will start an eight-day foreign visit to Indonesia, Vietnam, Thailand, Italy and the United Kingdom on the 29th; Foreign Minister Lin Fangzheng will visit Kazakhstan, Uzbekistan, Mongolia and other countries next week; Defense Minister Nobuo Kishi will visit the United States from May 3 to 6; On May 22nd, US President Biden will arrive in Japan, hold Japan-US leaders’ talks with Kishida and attend the "Four-nation Meeting" of the United States, Japan, Australia and India — — The above diplomatic activities, without exception, all contain the contents of "responding to the military conflict between Russia and Ukraine" and "coordinating the position of sanctions against Russia", and at the same time, they don’t forget to carry with them the "reserved tracks" of "responding to the threat from China". In parallel with the strategy of containing China, the United States and the West have now expanded the "United Front against Russia" from both sides of the North Atlantic to Asia. Japan, which wants to use the topic to contain Russia and China and try to further develop armaments and break through the peaceful constitution, is undoubtedly a pawn who is at the forefront and has the most eye-catching performance.

  German chancellor’s first visit to Asia "only to Japan"

  NHK TV reported on 28th that Scholz had arrived in Japan for a two-day (more than 20 hours in total) working visit, which was his first visit to an Asian country since he became German Chancellor.

  On the afternoon of 28th, kishida fumio held a meeting with Scholz. According to Kyodo News, during the talks, Kishida condemned Russia’s military actions against Ukraine and stressed that Japan will further strengthen sanctions against Russia and aid to Ukraine. Scholz responded that sanctions are dealing a huge blow to Russia, and it is very important for all countries to keep pace with sanctions.

  According to Agence France-Presse, Scholz thanked the German Parliament for its "clear support" for the government’s policy of providing heavy weapons to Ukraine at a joint press conference with Kishida on the 28th. According to another report from Reuters, Scholz also said in Tokyo on 28th that Germany is preparing for the possibility of Russian gas export suspension.

  Deutsche Welle said on the 28th that Kishida said at a news conference that he had reached a consensus with Scholz on "opposing any behavior that changes the status quo in the South China Sea and the East China Sea". According to NHK TV in Japan, Scholz said at a joint press conference, "This visit has sent a political signal that Germany and the European Union will further strengthen their participation in the Indo-Pacific region."

  "Deutsche Welle" reported on the 28th that Merkel, a long-time German chancellor, usually gave priority to China when visiting Asia, and never "visited Japan alone" when visiting Asia like Scholz. According to the report, China’s policy of fighting against the epidemic and its position of continuing to maintain partnership with Russia have accelerated the progress of German-Japanese relations. In addition, Scholz chose Japan as the first country to visit Asia because Japan and Germany are in a "very similar" geopolitical environment and national defense dilemma. For example, both sides condemned Russia’s military actions against Ukraine and imposed sanctions on Moscow, but the two countries have never stopped importing Russian energy; Both countries are willing to provide materials to Ukraine, but they are all "non-lethal" equipment. In fact, before the German Parliament supported the provision of heavy weapons to Ukraine, German Defense Minister Lambrecht announced on 26th that the government had allowed the provision of "Cheetah" air defense tanks retired from the German army to Ukraine. In this regard, the British "Financial Times" said that "Germany has changed its course in providing heavy weapons."

  Cui Hongjian, director of the European Institute of China Institute of International Studies, said in an interview with the Global Times on the evening of 28 th that the German Chancellor’s statement in Japan was "not unexpected" in the context of the global impact of the Russian-Ukrainian conflict. "In this Russian-Ukrainian conflict, Germany has basically crossed a ‘ Psychological threshold ’ , namely ‘ Militarization ’ , Germany has begun to implement a ‘ More aggressive ’ Foreign and security policies will also be reflected in other aspects of German diplomacy in the future. "

  Kishida’s visit to Southeast Asia raises vigilance.

  Japan’s heart for the Russian-Ukrainian crisis is far more than that. On 28th, Japanese Chief Cabinet Secretary Hiroichi Matsuno announced at a press conference that kishida fumio will visit Indonesia, Vietnam, Thailand, Italy and Britain from April 29th to May 6th. Japanese media analysis said that Kishida hopes to pull Southeast Asian countries to join the ranks of sanctions against Russia, and all three countries hope to avoid explicit criticism of Russia. It is reported that Russian President Vladimir Putin intends to attend the G20 Leaders Summit in Bali, Indonesia in November. Faced with the western voice of excluding Russia from the G20 framework, Indonesia, as the rotating presidency, emphasizes the "fairness of the presidency" and plans to invite all G20 members. Thailand is also very sensitive to external forces forcing it to change its traditional all-round diplomacy. Former Thai Finance Minister Tirachai expressed vigilance against kishida fumio’s visit to Thailand on Facebook, saying that "the United States and Japan are jointly wooing Asian countries". Vietnam and Russia have maintained friendly relations since the Soviet Union. In March, they abstained in the UN resolution condemning Russia’s military actions against Ukraine. Japanese media analysis pointed out that because Southeast Asian countries are very cautious about the military conflict between Russia and Ukraine, it is not easy to establish the "encirclement network against Russia" imagined by Japan.

  Thailand’s Bangkok Post reported on 28th that the serious epidemic has prevented many international face-to-face diplomatic activities, but since the outbreak of the Russian-Ukrainian military conflict, the Japanese Prime Minister has been increasing such "face-to-face diplomacy". He visited India and Cambodia in late March and then Belgium, and declared that he was concerned about any "attempt to help Russia evade sanctions". "This may refer to China". The report also said that Kishida may seek to sign a defense equipment and technology transfer agreement in Thailand. Japan has signed similar agreements with the Philippines, Vietnam and other Southeast Asian countries.

  After visiting three Southeast Asian countries, kishida fumio will also visit Italy and Britain. Japanese media said that he would discuss with the leaders of the two countries the measures to deal with the Russian-Ukrainian crisis, and exchange views with them in view of China’s increasing influence.

  According to Kyodo News, Japanese Foreign Minister Lin Fangzheng will visit Kazakhstan, Uzbekistan and Mongolia from next week to seek cooperation in dealing with the Russian-Ukrainian military conflict. After that, he will transfer to Fiji and Palau to continue to promote the "free and open Indo-Pacific strategy." Defense Minister Nobuo Kishida will visit the United States from May 3 to discuss with US Defense Secretary Austin ways to expand cooperation between the United States and Japan and the situation in Ukraine.

  Russia warns Tokyo: We will retaliate.

  Japan’s recent behavior of following the United States to constantly provoke Russia has been severely warned by Russia. According to a report by RIA Novosti on 26th, Russian Deputy Foreign Minister Morcourt Lov said that Russia warned Japan through diplomatic channels: "We regard such actions by Japan as a threat to Russian security. Once the scale of similar exercises is further expanded, Russia will take retaliatory measures to consolidate its defense capabilities. In this regard, Tokyo should be prepared. "

  On the 27th, the Russian Foreign Ministry announced that eight Japanese diplomats would be expelled according to the principle of reciprocity, and they were limited to leave Russia before May 10th. The Russian Foreign Ministry said that with the beginning of the special military action against Ukraine, Tokyo officials adopted an "open and hostile anti-Russian policy". The responsibility for Russia to take this action lies entirely with the Japanese government. In early April, Japan announced the expulsion of eight Russian diplomats on the grounds of Russian military action against Ukraine. The Itar-Tass news agency commented on this on the 28th that the "hellish sanctions" imposed by Japan on its neighbor Russia are mainly to satisfy the will of the hegemonic United States, which will keep Japan-Russia relations in a state of tension for a long time.

  According to a report by Russian Kommersant on the 28th, current and retired politicians, diplomats, experts and media representatives from more than 20 countries in the East and West recently attended the 6th "Risina Dialogue" held in India. Russia’s special military action in Ukraine was discussed at the meeting. Ursula von der Leyen, President of the European Commission, who attended the meeting, tried to set the tone for the discussion, called on India to "join the ranks of democratic countries", supported sanctions against Russia, and urged the participants to "contain Russia and China" together. However, Indian Foreign Minister Su Jiesheng said that India "will not be part of the Western alliance that launched a sanctions war against Russia". According to The Hindu’s report on the 28th, Su Jiesheng said at the meeting that "there will be no winner in this conflict", "the conflict is turning into rising energy and food prices and all kinds of destruction" and "we should find some way to resume diplomacy and dialogue". He also criticized the so-called "rules-based international order" in the West. "As far as Afghanistan is concerned, please tell me which part of the rules-based international order proves that what you are doing there is justified."

  [Global Times correspondent in Japan Yue Linyi Global Times correspondent Liu Yupeng Xing Xiaotong]

The report card of China’s postal express delivery industry in the first half of the year came: the business volume broke through 10 billion pieces a month and became the norm.

CCTV News:The State Post Bureau held a regular press conference for the third quarter today (July 12th). At the meeting, the relevant person in charge said that in the first half of this year, China’s postal express delivery industry showed the characteristics of steady expansion of industry scale, accelerated development in the central and western regions and more balanced urban development.

According to the State Post Bureau, in the first two months of this year, in order to meet the delivery demand during New Year’s Day and Spring Festival, the postal express delivery industry effectively guaranteed the supply of transportation capacity and promoted the bottoming out of the online economy, with a cumulative growth rate of 4.6% in two months. Since March, postal express and e-commerce have been in-depth cooperation, and the market scale has been continuously expanded. It has become normal for the business volume to break through 10 billion pieces a month.

Wang Yuehan, Director of Industrial Economics Research Department of Development Research Center of State Post BureauIn the first half of the year, the operation chassis of the industry was stable and the scale was steadily expanded. The development of the express delivery industry showed full resilience and good potential. The frequency of per capita express delivery increased year-on-year.

Wang Yuehan said that in the first half of the year, the growth rate of Shanxi, Jilin and other central provinces is expected to reach more than 50%, leading the country. The growth rate of the western region in the first and second quarters exceeded the national average, and showed an accelerated development trend. Among them, the growth rates of Shaanxi, Qinghai, Guizhou, Xinjiang and other provinces (regions) are expected to exceed 30%, which has become a bright spot in the development of the western region.

Wang Yuehan, Director of Industrial Economics Research Department of Development Research Center of State Post Bureau:In the first half of the year, the growth rate of urban agglomerations in the middle reaches of the Yangtze River surpassed those in the Yangtze River Delta, Pearl River Delta, Beijing-Tianjin-Hebei and other urban agglomerations, and the national proportion increased by about 1.9 percentage points year-on-year. The industry provided effective assistance in promoting the accelerated flow of regional factors and coordinated development among regions.

In the first half of the year, the postal express industry accelerated the construction of basic capabilities.

At today’s press conference, the relevant person in charge of the State Post Bureau said that in the first half of the year, the postal express delivery industry accelerated its construction in terms of basic capacity building, network layout optimization and industrial coordination.

In terms of infrastructure, the global postal express hub cluster has been accelerated, and distribution centers at all levels have been put into operation and opened in many places. In terms of comprehensive transportation, the express delivery industry has increased the construction of its own fleet, and the land dedicated line has been steadily increased. The construction of aviation hubs such as Ezhou and Jiaxing was accelerated, and the scale of its own all-cargo aircraft fleet was further expanded. The railway express has developed normally, and the "high-speed rail express" product has been launched.

In the first half of the year, express delivery companies and traditional e-commerce companies developed in coordination, constantly optimizing new service schemes such as live e-commerce, social e-commerce and content e-commerce, making efficient use of various warehouse network resources, and enhancing warehouse dry distribution operation capabilities.

Wang Yuehan, Director of Industrial Economics Research Department of Development Research Center of State Post Bureau:From service life to service production. Express delivery enterprises adhere to the development direction of "delivery+advanced manufacturing", launch online and offline multi-channel integrated solutions, and flexibly adopt various operation methods such as sorting first, sorting while picking, and assembly line packaging to help manufacturing enterprises reduce costs, improve energy efficiency, and accelerate the promotion from single logistics and transportation to integrated supply chain management services.

Wang Yuehan said that in the first half of the year, the postal express delivery industry actively served the development of cross-border e-commerce, integrated various transportation resources of land, sea and air, and opened more than 10 international routes, opened additional land lines to Southeast Asia, and opened international trains and international shipping routes in Southeast Asia, Europe and other countries. Self-operated warehouses were opened in many places, the layout of overseas hubs, ground networks and overseas warehouses continued to improve, and the end-to-end cross-border service capability was further enhanced. In the first half of the year, with the continuous improvement of the industry’s ability to go to sea, the international/Hong Kong, Macao and Taiwan express delivery business volume achieved rapid development, and the business volume increased significantly year-on-year.

Express companies constantly improve the cold chain service function.

In view of the current surge in the demand for delivery of fresh products in China, the relevant person in charge of the State Post Bureau said at the press conference that express delivery companies are constantly improving the cold chain service function.

Wang Yuehan, Director of Industrial Economics Research Department of Development Research Center of State Post Bureau:Express delivery enterprises rely on the national backbone cold chain logistics base, vigorously build provincial and municipal cold chain storage and processing facilities, and open cold chain distribution centers in many places. Promote the construction of county cold chain collection and distribution centers in the country of origin, and add cold chain storage facilities in the existing distribution centers. Focus on the shortcomings of cold chain facilities at both ends, add small pre-cooling mobile storage facilities in the fields, and add storage equipment such as freezers at the terminal comprehensive service station to meet the demand for cold chain investment in the "first mile" and "last mile".

Express delivery companies also aim at the fresh-keeping needs of different categories such as fruits and vegetables, aquatic products, flowers and trees, and adopt the combined cold-chain packaging such as "customized carton+foam box+absorbent paper+ice bag+plastic wrap+insulation bag" by applying cold-chain circulating boxes and cold storage boxes, and develop customized packaging such as spontaneous modified atmosphere fresh-keeping boxes to promote the innovative development of cold-chain packaging and ensure the safety of fresh delivery.

Wang Yuehan, Director of Industrial Economics Research Department of Development Research Center of State Post Bureau:Express companies introduce cold-chain vehicles, open land cold-chain special lines, vigorously develop railway cold-chain trains, increase the proportion of air cold-chain transportation, apply cold-chain unmanned vehicles and drones to improve the timeliness of cold-chain connection, improve the integrated operation ability of multiple modes of transportation, and ensure efficient delivery of fresh food at home and abroad.

In addition, express delivery companies also use smart maps, big data, cloud computing and other technologies to enhance real-time intelligent overall scheduling and optimize cold chain transportation routes. Strengthen the application of temperature monitoring equipment, strengthen the temperature control ability of the whole chain, and improve the level of intelligent development.

An article takes you to understand generative artificial intelligence.

Text | Create an overview of Pablo Andres in Paris

Edit |Meister Xia

guide reading

The development of artificial intelligence is changing with each passing day, and generative AI is one of them. It can create all kinds of words, images or sounds according to the input instructions. What is the principle of this technology? What are its applications and limitations? What challenges and risks will it bring? This article will introduce you to the basic concept, latest progress and future trend of generative AI, and let you know this innovative field that is changing our society.

At a glance:

  • Generative AI refers to artificial intelligence that can learn the information in the database and generate words, images or audio according to the tips input by users.
  • Generative AI is still in the toddler stage, and there are many areas that need to be improved, such as unreliable or biased answers.
  • ChatGPT and Bloom belong to the application model of generative AI. The potential application of Qian Qian has yet to be explored.
  • Any technology has advantages and disadvantages. Generative AI consumes a lot of energy and is at risk of being abused.

ChatGPT has become a hot topic in today’s society, and a new round of AI technology revolution has begun to emerge. Generative AI has seemingly endless potential application scenarios, and it has not surprisingly triggered endless debates. However, the public’s understanding of the principle of generative AI seems to need to be deepened.

Generative AI refers to artificial intelligence that can learn the information in the database and generate words, images or audio according to the tips input by users. Eric Moulines, a professor of statistical machine learning at Université Polytechnique de Paris, explained: "In the process of learning, AI will summarize laws from data and generate original content based on this."

At present, the two mainstream artificial intelligence models are GPT (Generative Pre-training Converter) and diffusion model. Hatim Bourfone, an artificial intelligence research engineer at the Institute of Intensive Scientific Computing Development and Resources (IDRIS) of the French National Centre for Scientific Research (CNRS), added: "Artificial intelligence will understand the contextual meaning of the input text through a’ attention mechanism’. The content of its output consists of the vocabulary it learned in the training stage before, and AI will judge which word to use next according to the probability of each word. " With different database training algorithms, AI suitable for different scenarios can be obtained.

Bourfoune’s team participated in the development of an AI called Bloom, which is an academic paper translator for researchers. Pierre Cornette, an IDRIS researcher, said, "The main task of the Bloom model is to learn many foreign languages. We input a lot of text into it, and then let it judge which word should appear below according to the previous content. If something goes wrong, we will correct it. "

New technology of toddler.

Moulines explained: "The history of the first generation of generative AI models is less than ten years. The first breakthrough of generative AI technology occurred in 2017: the advent of converter technology improved the attention mechanism. By 2021, commercial generative AI will be listed, and the speed is staggering, much faster than other deep learning models. " Nevertheless, we must realize that AI such as ChatGPT is still in the toddler stage, and there are many places to be improved.

Moulines admits that the credibility of the answers given by GPT is not high enough, and it is still a problem: "ChatGPT doesn’t know what’ credibility’ is and doesn’t know how to evaluate the accuracy of his answers." That’s why sometimes ChatGPT "talks nonsense in a serious way". "Because ChatGPT generates word sequences purely based on probabilistic reasoning, it will generate seemingly credible but actually false content."

In addition to "making up", there are some other defects of generative AI that need our attention. In the process of deep learning, AI will absorb a lot of existing texts and internalize their prejudices. Moulines said: "If you ask ChatGPT geopolitical questions, the answers are all the positions of western countries. China users will definitely not agree with such an answer! "

02 endless potential applications

The charm of generative AI is that it can develop endless models with different functions by using diverse learning databases. Cornette said: "Generative AI is like a high-powered engine, which can be mounted on a tractor to maximize its traction, and can also be installed in a racing car to let it fly by." If ChatGPT is compared to a racing car, GPT-4 is its engine. "The engine is the core technology. Drivers don’t need to know the principle of the engine, but they can also go fast on the field. "

Bloom can also reflect the extensive application potential of generative AI model. Bourfoune said: "A year ago, Bloom was the only model that was completely open to academic circles." Anyone can download Bloom and use it for their own research. After the training of multilingual scientific papers database, Bloom can now help scholars understand foreign language papers easily. Cornette added: "Bloom’s development team also launched a project called Bigcode for automatic generation of computer code. As long as the function of the code is simply described, Bigcode can write specific code in the programming language specified by the user. "

ChatGPT is very popular now, which shows that ordinary users have realized its practical value. In order to compete with Google, Bing has integrated the chat function of GPT into its search engine, which can overcome the shortcoming of "nonsense" of generative AI to some extent: the source of information will be marked in the answer given by Bing Chat, which is convenient for users to understand and verify the reliability of the content. Recently, Adobe integrated the generative AI model into Photoshop, Illustrator and other software, showing another novel application.

03 exciting future

Judging from the current application, generative AI will surely usher in an exciting future, but some people worry that this technology may be abused. Bourfoune admits: "Any technology has its advantages and disadvantages. This is why OpenAI has set up multiple security barriers. " OpenAI’s content policy also takes these security factors into consideration, so OpenAI chooses to remain silent on many issues concerning the operation of ChatGPT.

For the generative AI technology that is still in its infancy, Moulines said: "We clearly know that technology is still at the starting line in our research. We are all surprised that the generated AI can be used in practice. " However, there are still many gaps in technology such as legal supervision to be filled. Since generative AI generates content based on the existing content database, it may "plagiarize" other people’s works without mentioning the original author’s name. "To create a new work with existing content, you must declare the original source. AI’s behavior is suspected of infringement. "

Although generative AI has various limitations, its potential is still huge. Moulines said: "I am very excited to think of possible breakthroughs in this field in the future. The development of generative AI is unstoppable, and derivative applications will appear like mushrooms after rain. Now everyone is scrambling to develop new technologies and making rapid progress. " Bloom is a derivative application, which can not only promote cross-language communication between scientists, but also translate papers into rare small languages, promote the dissemination of scientific research results, and is expected to be used to preserve endangered languages.

However, in the excitement, we can’t ignore the carbon footprint of generative AI. Moulines explained: "These models need to store a lot of data, so they need a lot of memory. According to our estimation, the energy consumed by OpenAI is equivalent to the energy consumption of the entire national grid in Belgium. " In the future, energy consumption may be the biggest obstacle to the development of generative AI.