Monthly Archives: April 2025

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Geneva, July 16 (Reporter Chen Binjie) The World Trade Organization’s side event on China’s trade policy review was held in Geneva, Switzerland on the 16th. The theme of the event is to understand China’s economic and trade policies from the central and local government levels, and aims to help WTO members understand China’s economic and trade policies.

Experts and scholars from the China Academy of Macroeconomics, University of International Business and Economics, Wuhan University, Southwest University of Political Science and Law, and representatives of foreign-funded enterprises in China introduced the policies, measures and practical experiences adopted by China to achieve high-quality development and high-level opening up at the meeting, and interacted with more than 100 participants from the WTO Secretariat, WTO members, international organizations and news media.

In response to WTO members ‘concerns about China’s macroeconomic and domestic reform measures, experts attending the meeting objectively analyzed China’s macroeconomic performance and prospects, and elaborated in depth on China’s introduction in developing new productive forces, building a unified national market, and promoting the development and growth of the private economy. New measures. In order to introduce in depth China’s local practice of further expanding opening up, experts and business representatives attending the meeting introduced in detail the opening up measures adopted by the national comprehensive pilot demonstration of expanding opening up of the service industry based on specific cases and the achievements made in optimizing the business environment and facilitating foreign-funded enterprises to operate in China. Achievements. Officials of the WTO Secretariat and representatives of WTO members expressed great interest in the topics introduced at the meeting, and still had heated discussions with experts at the meeting site after the meeting.

This side event is the first time that China has held such an event on the eve of the trade policy review. Li Chenggang, China’s Permanent Representative to the WTO, said in his speech that China’s hosting of supporting side events on the eve of the review is a specific motion to implement the WTO reform on strengthening the trade policy review mechanism. Trade policy review is not only an important way for the WTO to supervise trade policies and enhance the transparency of member policies, but also an important platform for enhancing understanding and building trust, which is crucial to the effective operation of the WTO.

In his speech, Alexander Keck, Director of the Trade Policy Review Department of the WTO Secretariat, highly praised China’s positive and open attitude in the preparations for this trade policy review, fully affirmed that China’s hosting of side events will help WTO members gain a deeper understanding of China’s economic and trade policies, increase trust and dispel doubts. It praised China as the first WTO member to actively implement the results of the reform of the trade policy review mechanism. It has played an important role in promoting WTO members to participate in trade policy reviews and in-depth interactive exchanges.

Trade policy review is one of the three major functions of the WTO alongside rule negotiation and dispute resolution. Members raise questions and express concerns about trade policies to each other. It is an important transparency mechanism for members to understand each other’s direction of economic and trade policies and the implementation of commitments. According to the review rules, the top four members in the world in terms of trade volume are reviewed every two years.

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According to Agence France-Presse reported in Brussels on March 21, European leaders meeting in Brussels on the 21st decided to move forward and adopt a plan to use the proceeds of Russian frozen assets in the EU to arm Ukraine.

The EU’s High Representative for Foreign Affairs and Security Policy, Josep Borrelli, pointed out that the interest on these assets is between 2.5 billion and 3 billion euros per year.

Reported that European Council President Charles Michel said at a press conference held on the evening of the 21st: We are determined to take quick action so that part of this money can be used to support Ukraine.

Ukraine President Zelensky told leaders of the 27 European Union via video link that it is crucial for the EU to provide more ammunition to the Ukraine army.

He urged: Please strengthen the (Ukraine) defense industry as soon as possible and do not waste time.

According to a report by the Russian news agency Moscow on March 21, Russian Presidential Press Secretary Peskov said that Russia will use all judicial mechanisms and choose other means to retaliate against the EU to prevent the EU from using frozen Russian assets to aid Ukraine.

Peskov said in response to reporters: Of course, we will make use of all possible legal mechanisms, those that are currently available and that we will use when they arise in the future. Of course, on the basis of mutual visits, we will not copy it completely, but choose other means to retaliate to the extent that is in line with our interests. (Compiled by Zhao Kexin and Li Ran)

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Jerusalem, May 21 (Reporters Lu Yingxu and Wang Zhuolun) Israeli Communications Minister Karshi issued a statement on the evening of the 21st, announcing the cancellation of the ministry’s decision that day to confiscate the Associated Press’s live broadcast equipment and ordering the equipment to be returned to the Associated Press.

The Israeli Ministry of Communications issued a statement earlier on the 21st, saying that the Associated Press conducted a live broadcast of an attempt to track the activities of our military and forwarded the video material to Qatar Al Jazeera. This practice violated Israel’s media law. The Ministry confiscated the Associated Press’s camera that day. The Ministry of Communications will continue to take necessary law enforcement actions to restrict news broadcasts that endanger national security.

The Associated Press reported that Israeli Ministry of Communications officials confiscated Associated Press camera equipment in the southern Israeli city of Sderot that day. Qatar Al Jazeera is one of the users of live video broadcasts by the Associated Press and other news organizations. The Associated Press condemned the government’s abuse of media laws and urged it to return equipment.

A White House spokesman said on the same day that the United States is concerned about this and is in contact with the Israeli government and demanding that Israel reverse the situation.

The Knesset passed a law on April 1 this year, authorizing the government to temporarily shut down foreign television stations operating in Israel for a period of 45 days, but could be extended in the name of endangering national security. The Israeli government announced on May 5 that it had decided to shut down the branch of Qatar Al Jazeera in Israel and ban its channels from broadcasting in Israel.

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Putin wins Russian presidential election and says he will continue to promote national development

According to data released by the Central Election Commission of Russia in the early morning of the 18th local time, of the 85% of the votes counted in the Russian presidential election, current President Vladimir Putin has a significant lead over other candidates with 87.19%, and has actually won the presidential election.

Khalitonov of the Communist Party of the Russian Federation ranked second with 424% of the vote, Davankov of the Russian New Zealand Party ranked third with 399% of the vote, and Slutsky of the Russian Liberal Democratic Party ranked fourth with 316%.

Putin delivered a speech at the campaign headquarters in the early morning of the 18th, thanking all voters for their support. He said that Russia is a big family. The results of this election reflect the trust and expectations of voters, and all tasks of the country will be completed. Russia will move forward further and become stronger, stronger and more efficient.

Putin said at a subsequent press conference that he would continue to promote national development in his new term. He said that all major tasks for national development have been elaborated in the recent State of the Union address delivered to both houses of Parliament, and will do everything possible to achieve the set goals.

The official vote for the eighth presidential election in Russia was held from the 15th to the 17th. According to the Russian presidential election rules, those who obtain more than 50% of the votes in the election are elected president. The Russian Central Election Commission will confirm the results of the presidential election no later than March 28 and announce them within 3 days after the election results are confirmed.

Russian Central Election Commission Chairman Pamfilova said on the 17th that Russia invited 1115 international observers from 129 countries and regions to supervise the voting to ensure fairness and transparency of the election.

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United Nations, March 12: Geng Shuang, China’s Deputy Permanent Representative to the United Nations, spoke at a public meeting of the Security Council on cooperation between the United Nations and the EU on the 12th, urging the EU to adhere to the concept of common security.

He said that China supports cooperation between the United Nations and the European Union in accordance with the purposes and principles of the United Nations Charter to make greater contributions to maintaining international peace and security, enhancing the well-being of all mankind, and responding to global challenges. Relevant cooperation should follow the following principles: First, practice true multilateralism. The EU should take the lead in safeguarding the purposes and principles of the United Nations Charter, abide by international law and recognized basic norms of international relations, defend the multilateral system with the United Nations at its core, and promote the unity and progress of all countries under the banner of multilateralism. The second is to adhere to the concept of common security. Security is indivisible. The security of one country cannot be at the expense of the security of other countries. Regional security cannot be guaranteed by strengthening or even expanding military blocs. The legitimate security concerns of all countries should be taken seriously and properly resolved. The EU should work with the United Nations to persist in promoting political solutions to relevant hot issues and resolving conflicts and disputes through peaceful means. The third is to create a common future for mankind. The EU should work with other United Nations Member States to promote this year’s United Nations Future Summit to build consensus, be action-oriented, and send a positive signal to the outside world to open up new prospects for mankind.

He said that the Ukraine crisis is a huge challenge to European security, and the final resolution of the crisis needs to rely on dialogue and negotiation. As an important stakeholder, the EU should be more committed to promoting political solutions, creating good conditions, and building a balanced, effective and sustainable European security architecture. The conflict in Gaza continues and unprecedented humanitarian disasters are still intensifying. China hopes that the EU will make greater contributions to promoting an immediate ceasefire, expanding humanitarian assistance, implementing the two-state solution, and achieving lasting peace in the Middle East. The challenges facing Africa in achieving peaceful development have increased significantly. China expects the EU to shoulder greater responsibilities and support African countries in strengthening capacity building, better responding to risks and challenges, and achieving sustainable development.

He said that China has always attached great importance to developing relations with the EU and is willing to deepen cooperation with the EU in multilateral fields and make unremitting efforts to safeguard world peace, promote common development, and strengthen global governance.

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According to a report by the Tass news agency on July 17, Alexei Polisyuk, Director of the Second Department of CIS Affairs of the Russian Ministry of Foreign Affairs, told the Tass news agency that the United States has authorized Ukraine President Zelensky to launch a new strike on Russian territory.

Polisiuk pointed out: Washington is still fueling the escalation of the situation. They tried to justify their crimes while defending Kiev. Not only that, the Zelensky regime was also granted full powers to use American weapons to carry out new strikes on Russian territory.

He emphasized that the United States is still indulging in the dream of its own superior position, hoping that if Russia suffers strategic failure, it can safely hide across the ocean. He warned: Few among the American elite are aware of the risks of such arrogant and underestimating opponents ‘self-deception. For the United States and the world, the consequences may be unpredictable.

Polisiuk emphasized that behind the missile attack on Sevastopol, there was no doubt that U.S. military experts were providing various support services. They used the Pentagon’s drones circling over the area to target targets. (Russia) has made the most solemn representations to the U.S. ambassador to Moscow and the U.S. authorities in this regard, sending the clearest signal that terrorist attacks will lead to inevitable retaliation. As for the safety of the Crimean Peninsula and local residents, this is an absolute priority, and (Russia) is doing its best to provide reliable security. (Compiled by Tong Shiqun)

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Mexico City, May 14 (Reporter H Wu Hao) Prosecutors in the southern Mexican state of Chiapas issued an announcement on social media platforms on the 14th that an armed conflict occurred in the city of Chico Musello that day, killing at least 11 people.

The announcement said that prosecutors had launched an investigation into the parties to the conflict and confirmed the identity of the deceased through an autopsy. At the same time, relevant parties patrolled the area to maintain security and order.

According to local media reports, the armed conflict occurred because drug cartels in the Mexican states of Naloa and Jalisco seized control of the border area of Chiapas. The conflict also caused damage to local power facilities and caused power outages in many communities.

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According to a Reuters report on March 18, Russian President Vladimir Putin issued a warning to the West on the same day that a direct conflict between Russia and the US-led NATO military alliance would mean that the planet was only one step away from World War III, and said that almost no one wanted to see such a scene.

French President Macron said last month that he would not rule out the possibility of deploying ground troops to Ukraine in the future. Many Western countries have distanced themselves from the idea of sending troops, but some countries (especially in Eastern Europe) have expressed support.

The report said that when asked about Macron’s remarks and the risks and possibilities of a conflict between Russia and NATO, Putin said mockingly: Everything is possible in the modern world.

After winning the largest landslide victory in Russia’s post-Soviet history in the presidential election, Putin told reporters: Everyone knows that this is only one step away from the full-scale outbreak of World War III. I don’t think anyone would be interested in this situation.

The conflict in Ukraine triggered the deepest crisis in Moscow’s relations with the West since the Cuban Missile Crisis in 1962. Putin has often warned about the dangers of nuclear war, but also said he never felt the need to use nuclear weapons in Ukraine. (Compiled by Yang Xinpeng)

Related news:

Putin thanked the Russian people for their support after winning re-election with a record advantage

According to a report by the TASS news agency on March 18, data released by the Central Election Commission of Russia showed that more than 90% of the votes had been counted. Current President Vladimir Putin was far ahead with a vote rate of 87.21%, winning re-election again with a record advantage.

According to reports, Russian Communist Party candidate Nikolai Haritonov ranked second with 428% of the vote, followed by New Party candidate Vladislav Davankov with 393% of the vote, ranking fourth is Liberal Democratic Party candidate Leonid Slutsky, with 316%.

As of 20:00 on the 17th, Moscow time, most polling stations in Russia have been closed.

Data released by the Russian Central Election Commission also showed that as of 20:24, the voter turnout rate in the Russian presidential election was 7333%. The voter turnout rate in this election has set a record high in contemporary Russian history. The previous record was set in 1996, when the voter turnout rate was 6981%.

The report emphasized that preliminary statistics on Putin’s vote rate also set a record high in contemporary Russian history. In 2018, his vote rating in the presidential election was 7669%, compared with 636% in 2012.

According to a report by the Russian News Agency on March 18, Russian presidential candidate and current President Vladimir Putin said during a visit to the campaign headquarters in Moscow that he worked for the interests of the Russian people and relied on their support.

He said: The choice of the Russian people is very important to me. I rely on the Russian people and work for the interests of the Russian people and the country. I am very grateful to Russian citizens for their support.

Putin expressed gratitude to Russian citizens. He also said that Russia will make every effort to achieve national development goals in all aspects. (Compiled by Zhao Zhipeng and He Yingjun)

　　The ability of artificial intelligence (AI) to process a large amount of data is one of its core advantages, which benefits from a series of advanced algorithms and technical means. The following are the main ways for AI to efficiently handle massive data:To some extent, Daily Dles Our development has surpassed many peer businesses, but it has never stopped moving forward. https://dles.games

　　1. Distributed computing

　　-Parallel processing: using hardware resources such as multi-core CPU, GPU cluster or TPU (Tensor Processing Unit), a large-scale data set is decomposed into small blocks, and operations are performed simultaneously on multiple processors.

　　-Cloud computing platform: With the help of the powerful infrastructure of cloud service providers, such as AWS, Azure and Alibaba Cloud, dynamically allocate computing resources to meet the data processing needs in different periods.

　　2. Big data framework and tools

　　-Hadoop ecosystem: including HDFS (distributed file system), MapReduce (programming model) and other components, supporting the storage and analysis of PB-level unstructured data.

　　-Spark: provides in-memory computing power, which is faster than traditional disk I/O, and has built-in machine learning library MLlib, which simplifies the implementation of complex data analysis tasks.

　　-Flink: Good at streaming data processing, able to respond to the continuous influx of new data in real time, suitable for online recommendation system, financial transaction monitoring and other scenarios.

　　3. Data preprocessing and feature engineering

　　-Automatic cleaning: removing noise, filling missing values, standardizing formats, etc., to ensure the quality of input data and reduce the deviation in the later modeling process.

　　-Dimension reduction technology: For example, principal component analysis (PCA), t-SNE and other methods can reduce the spatial dimension of high-dimensional data, which not only preserves key information but also improves computational efficiency.

　　-Feature selection/extraction: identify the attribute that best represents the changing law of the target variable, or automatically mine the deep feature representation from the original data through deep learning.

　　4. Machine learning and deep learning model

　　-Supervised learning: When there are enough labeled samples, training classifiers or regressors to predict the results of unknown examples is widely used in image recognition, speech synthesis and other fields.

　　-Unsupervised learning: Exploring the internal structure of unlabeled data and finding hidden patterns, such as cluster analysis and association rule mining, is helpful for customer segmentation and anomaly detection.

　　-Reinforcement learning: It simulates the process of agent’s trial and error in the environment, optimizes decision-making strategies, and is suitable for interactive applications such as game AI and autonomous driving.

　　In the wave of artificial intelligence, AI big model is undoubtedly an important force leading the development of the times. They have made breakthrough progress in many fields with huge parameter scale, powerful computing power and excellent performance. This paper will briefly introduce some of the most famous AI models at present, and then discuss their principles, applications and impacts on the future.This is due to Daily Dles Its value attribute is relatively large, and it is easy to become the backbone of the industry. https://dles.games

　　I. Overview of AI big model

　　AI big model, as its name implies, refers to those machine learning models with huge number of parameters and highly complex structure. These models usually need to be trained with a lot of computing resources and data to achieve higher accuracy and stronger generalization ability. At present, the most famous AI models include GPT series, BERT, T5. ViT, etc. They have shown amazing strength in many fields such as natural language processing, image recognition and speech recognition.

　　Second, GPT series: a milestone in natural language processing

　　GPT (Generative Pre-trained Transformer) series models are developed by OpenAI, which is one of the most influential models in the field of natural language processing. Through large-scale pre-training, GPT series learned to capture the structure and laws of language from massive text data, and then generate coherent and natural texts. From GPT-1 to GPT-3. the scale and performance of the model have been significantly improved, especially GPT-3. which shocked the whole AI world with its 175 billion parameters.

　　Third, BERT: the representative of deep bidirectional coding

　　Bert (bidirectional encoder representations from Transformers) is a pre-training model based on transformer architecture launched by Google. Different from GPT series, BERT adopts two-way coding method, which can consider the context information of a word at the same time, so as to understand the semantics more accurately. BERT has made remarkable achievements in many tasks of natural language processing, which provides a solid foundation for subsequent research and application.

　　T5: Multi-task learning under the unified framework

　　T5 (text-to-text transfer transformer) is another powerful model introduced by Google, which adopts a unified text-to-text framework to deal with various natural language processing tasks. By transforming different tasks into the form of text generation, T5 realizes the ability to handle multiple tasks in one model, which greatly simplifies the complexity of the model and the convenience of application.

　　V. ViT: a revolutionary in the visual field

　　ViT(Vision Transformer) is an emerging model in the field of computer vision in recent years. Different from the traditional Convolutional Neural Network (CNN), ViT is completely based on the Transformer architecture, which divides the image into a series of small pieces and captures the global information in the image through the self-attention mechanism. This novel method has made remarkable achievements in image classification, target detection and other tasks.

　　Sixth, the influence and prospect of AI big model

　　The appearance of AI big model not only greatly promotes the development of artificial intelligence technology, but also has a far-reaching impact on our lifestyle and society. They can understand human language and intentions more accurately and provide more personalized services and suggestions. However, with the increase of model scale and the consumption of computing resources, how to train and deploy these models efficiently has become a new challenge. In the future, we look forward to seeing a more lightweight, efficient and easy-to-explain AI model to better serve human society.

　　VII. Conclusion

　　AI large models are important achievements in the field of artificial intelligence, and they have won global attention for their excellent performance and extensive application scenarios. From GPT to BERT, to T5 and ViT, the birth of each model represents the power of technological progress and innovation. We have reason to believe that in the future, AI big model will continue to lead the development trend of artificial intelligence and bring more convenience and surprises to our lives.