Opportunities and Challenges Brought by "Knowing the King" ChatGPT

Text | Li Enhan China (Shenzhen) Comprehensive Development Research Institute Tongzheng Digital Economy Research Center, postdoctoral fellow in economics.

Recently, ChatGPT has been widely concerned and enthusiastically sought after by the Internet in China, and it has brought the Internet myth that the global monthly users have exceeded 100 million, making it the fastest accumulated application program for Internet users in history. As long as users ask questions about it, ChatGPT will almost immediately start the mode of "mumbling" and "chattering", presenting seemingly impeccable answers on the screen, just like an omniscient "knowing the king".

I. "Knowing the King" ChatGPT and its past lives

ChatGPT was developed and launched by OpenAI team in November 2022. In essence, it is an artificial intelligence language model based on large-scale natural language pre-training. It is trained for tasks such as natural language generation, dialogue system, language translation, question answering and text summarization, and can interact with human beings in a very close way to natural language. Among them, "Chat" in ChatGPT is the interaction mode between ChatGPT and users through chatting; GPT is the abbreviation of the model it applies-Generative Pre-trained Transformer.

The historical development of ChatGPT can be traced back to 2016. At that time, OpenAI released the first version of GPT model (GPT-1), with a model size of 117 million parameters. Since then, OpenAI has successively released larger models such as GPT-2 and GPT-3, with 150 million and 1.75 trillion parameters respectively. GPT-3 has become one of the largest and strongest language models, which can handle complex natural language tasks and generate high-quality articles and dialogues.

However, it cannot be ignored that ChatGPT also has many limitations. As far as the content it generates is concerned, the most prominent problem is that ChatGPT sometimes provides seemingly reasonable answers that are inconsistent with the facts or even absurd, which is also recognized by OpenAI. Just as ChatGPT said to "what is’ knowing the king’?" The answer to this question is the same-

"Knowing the king" is a kind of network language, which is usually used to describe people who are very proficient in a certain field or skill, equivalent to words such as "expert" and "master". Knowing Wang not only has extensive and in-depth knowledge in a certain field, but also can deeply analyze a certain problem or phenomenon, put forward unique opinions and analysis, and win the respect and trust of others.

In addition, "knowing the king" can also be used to satirize those false and self-righteous "experts" or "masters", suggesting that they look very good on the surface, but in fact they just "know the king falsely" and lack real knowledge and ability.

ChatGPT is between "knowing the king" and "knowing the king" in the field of content-related text generation. On the one hand, it can be used as a powerful tool for content producers, on the other hand, it should be alert to the noise in the information it provides, and its maximum efficiency can not be achieved without relying on the user’s professional skill level, information screening ability and further information verification ability.

Second, the development opportunities brought by ChatGPT

ChatGPT, as a phenomenal and killer application of the Internet, not only shows the world the breakthrough in the field of artificial intelligence, but also triggers unprecedented attention to this industry, especially the generative artificial intelligence industry, bringing new development opportunities for the development of related industries.

(1) Promoting the development of natural language processing technology. The success of ChatGPT has played an important role in promoting the development of natural language processing technology. As a language model based on Transformer, ChatGPT can automatically learn the rules and structure of language, and then generate coherent and semantically fluent texts. This provides more possibilities for the application of natural language processing technology, such as automatic question answering system, machine translation, intelligent customer service and other fields.

(2) Improve the popularity of artificial intelligence technology. ChatGPT, as an interesting and practical application of artificial intelligence, not only aroused the collective excitement of scientific and technological circles and Internet circles, but also attracted the attention of many ordinary users. While people are discussing whether artificial intelligence will replace humans or eliminate certain industries, more consensus is reached that "people who can use AI will replace those who can’t use AI". More people begin to pay attention to and understand artificial intelligence technology, and realize its potential value in daily life and work, which provides an excellent opportunity for the popularization of artificial intelligence technology, and will further promote the popularization of artificial intelligence technology and the expansion of related application scenarios.

(3) Enhance confidence in the development of the artificial intelligence industry. The success of ChatGPT has attracted worldwide attention and provided investors with more confidence and motivation. This will further accelerate the development of artificial intelligence industry, help related enterprises to obtain financing, and further grow and strengthen, and provide a shot in the arm for the development of artificial intelligence industry in China.

(4) Forced the emergence of domestic related products and applications. The appearance of ChatGPT not only shows the good market development prospect of generative artificial intelligence, but also sounds the alarm for related enterprises in China because of its excellent support for Chinese. Since February, 2023, Baidu, Ali, Tencent, JD.COM, Byte, iFLYTEK and other enterprises have indicated that they have carried out in-depth research in the field of large models, among which Baidu confirmed that it will hold a press conference on March 16th this year to disclose its ChatGPT-like product "ERNIE Bot".

(5) Enriching the ecology of artificial intelligence industry. The success of ChatGPT has also brought new opportunities for the artificial intelligence industry ecosystem. The application and promotion of generative artificial intelligence represented by ChatGPT will give birth to the formation of more industrial chains and industrial ecology, such as the industrial chain of automatic writing and content creation based on generative artificial intelligence, the industrial chain of educational intelligence, and the new generation of infrastructure and more powerful computing power deployed around artificial intelligence technology. In addition, generative artificial intelligence will also be applied in art, music, design and other fields to inspire practitioners to create inspiration and help create better works of art.

Third, the "Chinese-style" challenge triggered by ChatGPT

In the artificial intelligence storm caused by ChatGPT, we should not only see the development opportunities it may bring, but also be alert to the challenges it causes. In addition to the general concerns about artificial intelligence technology itself, such as data source, copyright ownership and echo chamber effect, ChatGPT has also caused some unique problems in China that deserve attention.

(A) how to prevent the decoupling of new technologies?

An interesting phenomenon is that while Chinese users can’t connect to ChatGPT in official website through the domestic network, ChatGPT can’t receive registration short messages through the mobile phone numbers in China and Hongkong. ChatGPT’s answer to this question is due to the limitation of telecom operators. However, this seemingly tacit "two-way trip" exposes the risk of new technology decoupling that China may face, that is, foreign high-tech enterprises may exclude China from the scope of technology application on the grounds of regulatory restrictions, leading to the failure of ordinary users in China to share the dividend of technological progress, and the increase in R&D costs of employees in the field of scientific and technological innovation will more widely inhibit China’s innovation vitality.

(2) How to deal with the "wrong" answer of generative artificial intelligence?

In the iterative process of updating ChatGPT, another phenomenon is also worthy of our attention, that is, ChatGPT has had serious language pornography and bloody violence. Fortunately, its audience was still relatively small at that time, and it was not excessively questioned and condemned by the media and users, and the problem was quickly solved by the outsourcing manual team. However, after the explosion of ChatGPT, its political inclination and other issues were brought to the table again. Considering the national security and the special development period, when faced with the "wrong" answers generated by the generative artificial intelligence products similar to ChatGPT in China, the overall balance between the tolerance of regulators and the definition and attribution of responsibilities will become another important factor affecting the development of artificial intelligence enterprises in China.

(3) How to create an R&D environment that is more conducive to innovation and breakthrough?

Behind the Internet craze in China caused by ChatGPT, there is always a question, that is, "Why wasn’t ChatGPT born in China?" Faced with this problem, the optimistic answer is that there is no big gap in the underlying technology in the field of artificial intelligence in China, only because domestic enterprises have insufficient awareness of commercialization; Pessimists think that more efforts are needed to reform the system, so that more products like ChatGPT can emerge in China. However, from the path of OpenAI’s research and development of ChatGPT and other products, we can see that the launch of phenomenal products in this field cannot be separated from the "violent" investment of a large number of capital, talents, data and other factors. Behind OpenAI, there are always huge figures of "giants" such as Microsoft and Musk. In the future, how can China find a balance between anti-monopoly supervision such as platform supervision and "pinching mergers and acquisitions" and giving full play to the important role of large enterprises in technology research and development and innovation may be the real answer to the above questions.

Guangzhou Automobile Egypt’s new masterpiece of safety! AION V hard-core smart driving SUV stunning listing

The second generation AION V is a global strategic vehicle launched by Guangzhou Automobile Ai ‘an. It was officially launched on July 23, 2024 and positioned as a new hard-core intelligent driving SUV with a price range of 129,800-189,800 yuan.

In terms of appearance design, the brand-new "ecological function" design language is adopted, which is inspired by the classic life force totem-Tyrannosaurus Rex. The tough lines are matched with rectangular features, and the whole vehicle design is decorated with cyber dragon claw elements, which has high recognition. The body dimensions are 4605/1854(1876)/1660(1686)mm and the wheelbase is 2775mm respectively. The body size is slightly smaller than that of the previous generation, but the interior space is still spacious. The front of the car is vertical, equipped with rectangular headlights and penetrating black trim strips, and the rear of the car is equipped with longitudinal taillights and AION letters. The side of the car body is straight and muscular, equipped with hidden door handles and two-color roof design.

In terms of interior and configuration, it adopts a minimalist design style, equipped with an oversized floating central control screen (14.6 inches), a small LCD instrument and a dual-spoke multi-function steering wheel. The interior adopts more luxurious double-spelling color matching, with strong overall texture. Intelligent cockpit: equipped with ADIGO 5.0 intelligent interconnection ecosystem, integrated with AI model ADiGO SENSE, supports voice interaction in 4-band area, and can accurately identify and meet the individual needs of users. The main and passenger seats are equipped with 8-point massage function, which supports 3 kinds of strength and 5 modes. The rear seat can be adjusted to 137 degrees, providing a chaise longue-like riding experience. The car is also equipped with a car refrigerator (independent compressor, up to-15 to 50), a small table in the back row, and a Belgian Premium sound system. Intelligent driving system: equipped with high-order intelligent driving assistance system, including NVIDIA Orin-X chip, high-thread laser radar, 5 millimeter-wave radars and 11 cameras, etc., to realize intelligent driving assistance function without relying on high-precision maps. Support complex scenes such as lane centering, traffic light game lane change, left turn in the waiting area, and traffic around the island. The NDA intelligent driving function can automatically avoid when encountering the construction section, and the operations such as going up and down the ramp and turning around are very smooth.

In terms of power and endurance, it provides two kinds of pure electric power systems, high and low power, both of which adopt single motor layout. The maximum power of low-power motor is 150kW, that of high-power motor is 165kW, and the peak torque is 240 N m.. The whole system is equipped with a magazine lithium iron phosphate battery, which provides three endurance versions of 520km, 650km and 750km. Support fast charging technology, which can charge 370 kilometers in 15 minutes.

Generally speaking, the second generation AION V has excellent performance in design, interior configuration, intelligent driving and power endurance, and has high market competitiveness. As the first global strategic vehicle of Guangzhou Automobile Ai ‘an, it marks the progress, development and growth of Guangzhou Automobile Ai ‘an in the field of electric vehicles. The second generation AION V is aimed at family and individual users, meeting their needs for hard-core styling, intelligence, endurance and comfort. After listing, it will compete with pure electric SUVs such as BYD Song PLUSEV, Volkswagen ID.4 series and Zero Run C10.

Dezhou FAW-Volkswagen CC price reduction news, with a discount of 60,000! Preferential treatment waits for no man.

[car home Dezhou Preferential Promotion Channel] At present, a large-scale preferential activity is being carried out in Dezhou, with a maximum discount of 60,000 yuan and a minimum starting price of 174,900 yuan. Interested friends, please click "Check the car price" in the quotation form, and strive for higher discount.

德州一汽-大众CC降价消息,优惠6万!优惠不等人

The appearance design of FAW-Volkswagen CC shows its unique sports style and fashion sense. Its front face design adopts streamlined lines, with large-size air intake grille, which brings strong visual impact to the whole vehicle. The body lines are smooth, with a low body posture, showing a strong sporty atmosphere. The overall style is simple without losing the atmosphere, giving people a sense of movement.

德州一汽-大众CC降价消息,优惠6万!优惠不等人

FAW-Volkswagen CC has a body size of 4869*1870*1459mm, a wheelbase of 2841mm, a front wheel track of 1586mm and a rear wheel track of 1572 mm. The body lines are smooth and the overall design is fashionable and dynamic. With the tyre size of 245/40 R19 and the unique rim style, the sense of movement and luxury of the vehicle is further enhanced.

德州一汽-大众CC降价消息,优惠6万!优惠不等人

The interior design of FAW-Volkswagen CC is luxurious and modern, equipped with a steering wheel wrapped in leather, which has the function of manual adjustment up and down, forward and backward, providing drivers with excellent feel and control experience. The central control area is equipped with a 9.2-inch high-definition touch screen, which supports voice recognition control system and can realize convenient operation of multimedia system, navigation, telephone and air conditioner. In addition, the car is also equipped with three USB interfaces and two Type-C interfaces in the front row, as well as the wireless charging function of the front mobile phone, which greatly facilitates the use of users. In terms of seats, CC adopts high-quality leather material, and provides the functions of front and rear adjustment, backrest adjustment, height adjustment and lumbar support adjustment of the main and auxiliary seats. At the same time, the main seat also supports heating and ventilation functions, providing drivers with a comfortable and personalized driving experience. The rear seats support proportional tilting, which increases the practicability of the vehicle.

德州一汽-大众CC降价消息,优惠6万!优惠不等人

FAW-Volkswagen CC is equipped with a 2.0T L4 engine with a maximum power of 162kW(220 HP) and a peak torque of 350 N m.. This efficient engine is perfectly matched with the 7-speed wet dual-clutch gearbox, providing the vehicle with strong power output and smooth shifting experience.

The owner of car home spoke highly of the appearance of FAW-Volkswagen CC. He thought that the car’s body lines were simple and powerful, like a swimming fish, both stylish and beautiful. The headlights at the front of the car are specially designed, especially the big mouth air inlet, which makes people feel that it is ready to devour the road ahead at any time, and it is full of domineering. The section from the roof to the tail gradually narrows, and finally a small tail is formed, which not only looks more harmonious on the side, but also adds a bit of handsome sports car. The design of the rear end is also excellent. The bilateral exhaust layout and a small tail wing make the whole rear end look clean and sporty. No matter from which angle, this car is hard to ignore, and it is absolutely cool to drive out.

Analysis on the Brand of Xuanjie Automobile

Explore the new star in the automobile industry, and reveal the secret of the car-making power behind Xuanjie Automobile: Xuanjie, a dynamic brand, belongs to Kaiyi Automobile, a subsidiary of Chery Holding. As the key work of Kaiyi brand in the compact SUV market, the birth of Hyun Jie Automobile marks its strategic expansion in Sichuan and Chongqing. Its design concept is original. The front face design of "Wings of Triumph" in the front part is connected with the headlights through W-shaped chrome trim, showing a strong impact, while the tail part adopts a penetrating taillight and a fashionable suspended roof, showing the perfect combination of dynamic and modern.

Entering the car, dazzle the world with its concise and exquisite interior style, which makes people shine. In the interior color, the combination of black and black and red is layered, with a 10.25-inch full LCD instrument and a 10.25-inch central control large screen, which is full of science and technology. What’s more worth mentioning is that it is equipped with Baidu car system and voice interaction function, which makes driving more convenient. Practical configurations such as one-button start, cruise control and 360-degree panoramic image further enhance the comfort and safety of driving experience.

Generally speaking, with its unique design, intelligent configuration and the support of Chery Group, Xuanjie Automobile has undoubtedly established a new brand image in the market and expects it to shine in the future automobile market.

炫界

Film and television sharp review: the inspiration of the TV series "Hurricane" all the way "Hurricane"

Original title:"Hurricane.The revelation of "hurtling" all the way


At the beginning of 2023, a unique cultural phenomenon appeared in society – people chased the TV series "Hurricane" without sleeping or eating. This drama not only received "Hurricane" as its name, but also set the first rating in CCTV’s eight sets in the past nine years on the TV side. The popularity of the Internet side broke the highest record of iQIYI, and the reputation was also "hurricane" all the way. More than 500,000 people gave an average rating of 8.5 on Douban.


From netizens enthusiastically discussing the plot and analyzing the details on social platforms, to the "same" "The Art of War" related to the plot being sold out and selling out, and then to many new media empowering urban cultural tourism and popularizing legal knowledge with the help of public opinion, this phenomenal work tells the story of a 20-year life-and-death struggle between the righteous forces represented by the first-line criminal police An Xin and the underworld forces represented by Gao Qiqiang. It expresses the complex and multi-faceted human nature, the arduous task of sweeping away underworld and the grimness of social reality. It not only pushes the theme of sweeping away underworld and eliminating underworld that belongs to the niche for a period of time to the center of the film and television stage again, but also sets off a public opinion upsurge in the society that pays attention to hot spots, reflects on reality, and looks forward to the future.


The realistic narrative technique depicts the true and profound social picture


The reconstruction and demolition of the old city, the battle in the sand quarry, the KTV gambling… "Hurricane" is based on the normalization of anti-crime and anti-evil in recent years, and the education and rectification of the political and legal team as the policy background. It focuses on a series of criminal cases that took place in Beijing City, and conducts a bold and in-depth discussion on sensitive topics such as collusion between officials and businesspeople, power and money transactions, underworld forces and umbrella companies. The plot is interlocking, step by step, starting from the public security and legal teams, and uncovering the dark layers, involving key issues without ambiguity and non-avoidance. Like a mirror, it reflects the real social pain points, management difficulties, and public opinion hotspots in that era.


The play selects three time nodes in 2000, 2006, and 2021, and uses the intersection of positive and flashbacks to express the social picture under the development and change of the times. With the rapid development of the economy and the progress of the political and legal system, the underworld forces rise in the human society, perish in the rule of law society, and are finally wiped out. In this process, everyone has experienced the beating of society and the examination of conscience. The creator uses a large number of detailed descriptions to tell the story of the underworld forces constantly clinging to the powerful and gradually developing, as well as the experience of generations of police officers who have worked hard and sacrificed their lives to fight against the underworld forces, explaining the people’s support and support for combating organized crime and maintaining social order, and also demonstrating the country’s determination to eliminate the underworld forces. It also shows that the grand scene of clean and upright governance has arrived, highlighting the strong practical significance.


The details rich in fireworks describe the group portraits of the people who created the plump flesh and blood of the era


The vivid and detailed characters have become an important reason why the drama is talked about by netizens. The main character, An Xin, a police officer, is brave but stubborn, Gao Qiqiang, the leader of the underworld forces, is strong and ruthless, and there are collateral characters such as Xu Zhong, who knows people and makes good use of them, and Li Xiang, who is down-to-earth and hardworking, who take turns to appear as the plot unfolds. Officials at all levels, retired cadres, police officers, Hong Kong and Macao businesspeople, villagers, unemployed homeless people, and prisoners, etc., weave a huge network of character relationships, which are then rendered with family, friendship, and love, thus extending into an intricate picture of the development of the times.


The performances of many powerful actors have given these characters a vivid vitality. They all carry their own social identity characteristics and personal traces of life. Whether it is hairstyle, clothing or behavior, they are extremely natural, fit, and representative, leaving a deep impression on the audience. Li Xiang has a dream of getting rid of violence and peace, but he walks between black and white; Lao Mo wants to be a good person for his daughter, but he becomes a killer; there are also good policeman Lu Han, the villains Crazy Donkey, Li Hongwei, Secretary Wang, these vivid and realistic images are written from the background of the times, revealing different personality characteristics and psychological states with various life details such as posture, eyes, habits, dialects, etc., thus revealing the human nature changes and destiny trends of many characters from different classes and groups in the black and white confrontation under the changes of the great era. Xu Zhong, the anti-gangster supervisor, looks back at the 20-year history in the form of a narrator, observes the fate development trajectory of different characters, and makes the audience feel the profound changes in the social environment and social mentality, and then issues a soul inquiry: Why do people who should be more beneficial to society go to the abyss of crime and seriously erode the social body? Why did those public servants who should have maintained social stability become the umbrella company of the evil forces? It can be said to be meaningful and has a strong warning effect. These ingenious settings create rich and multi-layered drama scenes, improve the audience’s sense of substitution, and provide the work with realistic dimension dramatic structure support.


Break the mold and explore the complex human nature


There are many "famous scenes" in the play that make the audience unforgettable. For example, An Xin and Gao Qiqiang determine each other’s details, and walk left and right after they decisively break up, which means that the two are completely opposite to each other; and An Xin picks up the police cordon and forces Gao Qiqiang to keep retreating, concretizing the concept of "evil does not suppress good". And these all point to the most brilliant characters in the play, An Xin and Gao Qiqiang.


Setting the main characters as the two camps of black and white is a common routine in TV dramas with the theme of anti-crime and evil. "Hurricane" integrates the plot and suspense into the origin of human nature, and restores the process of character formation and transformation. Twenty years ago, a police officer who first entered the workplace, An Xin, met Gao Qiqiang, a fish seller who was bullied by market bullies, and came to the rescue out of justice. Since then, the two have intersected. Gao Qiqiang was originally a kind and diligent low-level people. An Xin’s accidental help won him a position and living space in the market, and also allowed him to see the convenience of making friends with the police. Since then, he has embarked on the road of speculation, clinging to the powerful, and even breaking the law. The two gradually drifted apart, An Xin grew from a high-spirited teenager to a weathered white-haired middle-aged man, and Gao Qiqiang metamorphosed from a submissive fishmonger at the bottom of society to a leader of the underworld who occupies one side. How much can a person change in 20 years? The work follows the laws of art and answers the audience with delicate, natural and smooth portrayals. Gao Qiqiang’s good and evil symbiosis, affection and insidiousness, An Xin’s tolerance of humiliation, hard work, and the choice between family, friendship, love and responsibility, the multifaceted and complex nature of human nature have been heavily foreshadowed and described in the play. It is the breakthrough of realism in literary and artistic works and the expression of loyalty to life.


Now, "Hurricane" has come to an end, the evil forces in the play have been punished as they deserve, and the society has ushered in the Qingming Festival. However, Gao Qiqiang, An Xin, and large and small characters in the play have become art classics, and they will also remain in the audience’s memory, worthy of careful experience. (Author: Xie Shanshan, Distinguished Professor of Zhuhai University of Science and Technology)

Guangming Daily (February 15, 2023)

City leaders investigate the holiday travel market and consumption work.

Holiday holiday is an important time node for people to spend their leisure time shopping. On October 1st and 2nd, Xu Liyi, member of the Standing Committee of the Provincial Party Committee and secretary of the Municipal Party Committee, and Wang Xinwei, deputy governor and mayor, respectively led a team to investigate the market operation and consumption promotion of holiday cultural tourism, and got a field understanding of market supply and safety supervision.

Xu Liyi visited the comprehensive coordination and dispatching center of the Municipal Bureau of Culture, Tourism and Tourism, Fangte Tourism Resort, Zhenghongcheng Shopping Center, etc. to observe the situation of creating consumption scenes, safety management of scenic spots and amusement facilities, and commercial services to promote consumption, and listen to relevant work reports.

Xu Liyi pointed out that it is necessary to accurately grasp the new development pattern of dual-cycle mutual promotion, take the domestic macro-cycle as the main body, base on expanding domestic demand, and take developing cultural tourism and promoting consumption growth as important tasks. It is necessary to adhere to the globalization and globalization of tourism, consider urban construction, economic development and cultural tourism as a whole, strengthen project planning, product planning, tour organization, publicity and promotion, and do a good job in integrating cultural tourism. It is necessary to adhere to the government’s leadership, accelerate the construction of Shang Dynasty Wangcheng Ruins Park, Erqi Square, Ersha Wenchuang Park, Yellow River Beach Park and other projects, actively promote the healthy development of boutique hotels and quality hotels, gather fists and plan practical things, and create new highlights of urban tourism consumption. It is necessary to study and improve the system and mechanism for the development and operation of scenic spots, further standardize services, and improve the level of safety management and health protection. It is necessary to give full play to the main role of local enterprises in the market, encourage the creation of rich and diverse consumption scenarios, improve consumption quality, and effectively promote the upgrading of urban consumption.

Xu Liyi stressed that it is necessary to pay special attention to the supervision, management and service guarantee of tourist attractions and consumer places in combination with the characteristics of festivals. Continue to strengthen safety supervision, strictly implement management measures, actively use new technologies to strengthen real-time supervision of special equipment, and make emergency preparations to ensure the safety of tourists. It is necessary to do a good job in traffic organization and security around key tourism and consumption places, so that the people can come and enjoy themselves. Departments in charge of tourism, consumption and other industries should strengthen operation and dispatch, be on duty, handle complaints from the masses in a timely manner, respond to their concerns, and constantly improve people’s sense of gain and satisfaction.

Wang Xinwei and his party inspected Zhongyuan Futa Group Auto Show in Economic Development Zone, Vivian Dawson International Textile City Fashion Week in Erqi District, Wanda Shopping Mall in Zhongyuan District, etc., and got a detailed understanding of the consumption promotion plan, market material supply and demand, fire safety emergency and other work. He stressed that it is necessary to seize the opportunity of holiday consumption, take various measures to promote consumption, make efforts to lead the innovation of consumption supply with consumption upgrading, actively promote the deep integration of "online+offline", create a number of new consumption scenes that closely meet the needs of the masses, and create a clean, tidy, orderly and convenient consumption environment for the masses, so as to effectively make the masses want to consume, be willing to consume and be able to consume. We should always tighten the string of safe production, improve the dual prevention system, do a good job in risk classification and emergency plan, increase the investigation of hidden dangers in public places, crowded places and crowded areas, and find out the hidden dangers of epidemic prevention, fire fighting and other risks in time, that is, the investigation will be changed immediately, closed-loop management will be carried out, and the responsibility will be assigned to people, and the occurrence of serious accidents will be resolutely curbed. We should make every effort to ensure the smooth operation of the market, take a highly responsible attitude towards the people, do a good job of "rice bags" and "vegetable baskets" to ensure stable supply and prices, and make efforts to keep the source, production, circulation, quality and consumption at ease through multi-channel organization of supply, deployment of government reserve materials and increased food safety supervision.

Niu Weiguo, Wan Zhengfeng, Sun Xiaohong and Wu Fumin participated in the survey.