CCTV News:The popularity of "May 1" holiday travel has warmed up, and the domestic tourism market has ushered in the peak of "May 1" holiday travel booking. During this "May Day" holiday, many popular tourist destinations can be said to be hot, beautiful and varied.

　　In 2024, the "May 1" holiday travel fever was higher than that in 2023.

　　According to the data of several online booking platforms, the travel heat during the May Day holiday in 2024 will be higher than that in 2023. From the overall booking situation, Beijing, Shanghai, Chongqing, Hangzhou, Nanjing, Xi ‘an and other cities are popular tourist destinations.

　　The tourism market of emerging destinations has risen rapidly.

　　The tourism market of some emerging destinations has also risen rapidly, and food and cultural creation have driven all localities to "go out of the circle".

　　There is a long queue in front of a bakery in Harbin Central Street, Heilongjiang Province. The new products such as sausage bread, potato bread and cranberry bread attract many tourists to buy.

　　Wenchuang ice cream based on Harbin characteristic buildings has different shapes and tastes, which not only becomes the new favorite of food lovers, but also becomes a necessary artifact for tourists to "punch in" for taking pictures.

　　Tianshui, Gansu, which is out of the circle with "Mala Tang", is still hot at the moment. With the increasing flow of people, many restaurants, coffee shops, drinks and snacks and specialty restaurants in Tianshui Ancient City, Gansu Province are booming.

　　In addition to food, many unique cultural and creative products are also sought after. In Gansu Wenchuang Intangible Cultural Heritage Market Exhibition, Fuxi Temple Scenic Area and other places, different series of Wenchuang products attracted consumers. Among them, Tianshui snack series Wenchuang products with local characteristics have captured many consumers with their exquisite design.

　　Demand for outbound travel is booming, and visas are welcoming the upsurge.

　　During the May Day holiday, the outbound travel market was hot. Affected by comprehensive factors such as visa facilitation and air transport capacity improvement, up to now, the number of outbound tourists on May 1 has increased by about 370% compared with the same period in 2023.

　　Popular outbound countries are Japan, South Korea, the United States, Australia, Britain, Vietnam, Canada, New Zealand and so on. China tourism academy predicts that the number of outbound tourists will reach 130 million in 2024.

　　Weizhou Island’s "glass sea" landscape shows the unique charm of the ocean.

　　These days, a unique "glass sea" landscape has appeared in Weizhou Island, Beihai, Guangxi. On a clear day, the sea is clear and transparent, and tourists paddle small glass boats at sea, as if floating on crystal clear glass.

　　Under the "glass", a piece of Sargassum, a large algae, hides the forest at the bottom of the sea and moves with the waves, showing a different kind of ocean charm. The unique ecological beauty here has attracted more and more tourists to visit and experience the island. It is expected that the peak of passenger flow will be ushered in here during the May 1 ST period.

　　Weizhou Island will meet the peak of passenger flow on May 1.

　　With the promotion of coral reef restoration project, the underwater ecology of Weizhou Island is improving in an all-round way, and there are rich species of animals and plants. Diving enthusiasts can also witness the colorful "underwater garden" underwater.

　　From the middle and late April, Weizhou Island gradually ushered in a small peak of tourism. In response to the "May 1" peak passenger flow, the route from Beihai to Weizhou Island will also be encrypted to meet the travel needs of tourists.

　　In addition, Weizhou Island will also carry out water projects such as sailing, yachting and diving, and plan cultural tourism activities with island customs to enhance tourists’ holiday experience.

　　According to the "Shanghai Release" WeChat WeChat official account news, today (December 1), the Shanghai Municipal Government Information Office and the Municipal Health and Wellness Commission published online to inform the city of epidemic prevention and control, regional risk level modulation and other relevant information.

　　Issued by the Municipal Health and Wellness Commission: On December 1st, 8 local confirmed cases of pneumonia in Covid-19 and 4 local asymptomatic infected people were added to Shanghai society. The emergency response mechanism of epidemic prevention and control in the city and district responded immediately, carried out epidemiological investigation, investigation of relevant personnel, sampling detection and prevention and control management, and implemented epidemic prevention measures such as terminal disinfection of relevant places and environment.

　　Infected person 1: female, 24 years old, living inNo.753 Yuyuan Road, Jiangsu Road Street, Changning DistrictDue to physical discomfort, the result of nucleic acid detection was abnormal, and it was positive by the disease control department, and it was diagnosed as a confirmed case of pneumonia in Covid-19 (mild). It has been transferred to designated medical institutions for isolation treatment.

　　Epidemiological investigation shows that the activity track of the infected person mainly involves Building 2, No.753 Yuyuan Road, Changning District, in addition to the place of residence.

　　Infected person 2: female, 25 years old, living inLane 888, Luojin Road, Meilong Town, Minhang DistrictDue to physical discomfort, the result of nucleic acid detection was abnormal, and it was positive by the disease control department, and it was diagnosed as a confirmed case of pneumonia in Covid-19 (mild). It has been transferred to designated medical institutions for isolation treatment.

　　Epidemiological investigation shows that the activity track of the infected person mainly involves Shanghai Hongzhu Trading Co., Ltd., No.190 Hubin Road, Huangpu District, and Hongjie Hot Pot (Hongkou Store), No.444 Dongjiangwan Road, Hongkou District.

　　Infected person 3: female, 34 years old, living inYanjisi Village, Yanji Xincun Street, Yangpu DistrictAbnormal results were found in normalized nucleic acid detection, which was positive after review by the disease control department, and was diagnosed as a confirmed case of pneumonia in Covid-19 (mild). It has been transferred to designated medical institutions for isolation treatment.

　　Epidemiological investigation shows that the activity track of the infected person mainly involves No.763 Hongshan Road, Pudong New Area and Lane 385 Quyang Road, Hongkou District, in addition to the place of residence.

　　Infected person 4: male, 39 years old, living inLane 1940, Xinzha Road, Caojiadu Street, Jing ‘an DistrictAbnormal results were found in normalized nucleic acid detection, which was positive after review by the disease control department, and was diagnosed as a confirmed case of pneumonia in Covid-19 (mild). It has been transferred to designated medical institutions for isolation treatment.

　　Epidemiological investigation shows that the activity track of the infected person mainly involves Mustall on the first floor of Building 2, No.881 Wuding Road, Jing ‘an District, and Upstairs on the second floor of No.990 Wuding Road.

　　Infected person 5: female, 29 years old, living inLane 850, Xitailin Road, Sanlin Town, Pudong New AreaAbnormal results were found in normalized nucleic acid detection, which was positive after review by the disease control department, and was diagnosed as a confirmed case of pneumonia in Covid-19 (mild). It has been transferred to designated medical institutions for isolation treatment.

　　Epidemiological investigation shows that the activity track of the infected person mainly involves Jiangnan Ningbo Xiangshan Seafood Hotel (Huangpu Branch) on the 1st-3rd floor, No.600 Luban Road, Huangpu District, in addition to the place of residence.

　　Infected person 6: female, 49 years old, living inLane 505, Jiudu Road, Jiuliting Street, Songjiang DistrictDue to physical discomfort, the result of nucleic acid detection was abnormal, and it was positive by the disease control department, and it was diagnosed as a confirmed case of pneumonia in Covid-19 (mild). It has been transferred to designated medical institutions for isolation treatment.

　　Epidemiological investigation shows that the activity track of the infected person mainly involves Ruhai Supermarket, No.1039 Laiyin Road, Songjiang District, Beimen Deli Shop, No.495 Jiudu Road, Yikouxian Fresh Supermarket, No.540-554 Jiuyi Road, and Yibaihui Lifestyle Supermarket, No.881 Huting North Road, in addition to the place of residence.

　　Infected person 7: female, 61 years old, living inLane 398, Chongfu Road, Ma Lu Town, Jiading DistrictAbnormal results were found in normalized nucleic acid detection, which was positive after review by the disease control department, and was diagnosed as a confirmed case of pneumonia in Covid-19 (mild). It has been transferred to designated medical institutions for isolation treatment.

　　Epidemiological investigation shows that the activity track of the infected person mainly involves Youpin Mart Supermarket (Chongfu Road Store), No.417 Chongfu Road, Jiading District, Room 305, No.615 Anpu Road, Yangpu District (Sin Chew Nanyang), and No.25, Lane 348, Shaoshan Road, Baoshan District.

　　Infected person 8: male, 49 years old, living inLane 6, Yingwei Road, Yutang 1 ST Village, Chedun Town, Songjiang DistrictAbnormal results were found in normalized nucleic acid detection, which was positive after review by the disease control department, and was diagnosed as a confirmed case of pneumonia in Covid-19 (mild). It has been transferred to designated medical institutions for isolation treatment.

　　Epidemiological investigation shows that the activity track of the infected person is mainly related to Zhongli Chinese Breakfast at No.131, Lane 58, Yingjia Road, Songjiang District, JD.COM Convenience Store at No.58 Yingjia Road, Shaanxi Snacks at Room 1112, Building 4, No.456 Nanle Road, Shiwei Restaurant at No.428 Yindu West Road and Jiuxing Charging Pile.

　　Infected person 9: male, 35 years old, living inNo.4068, Caoan Highway, Anting Town, Jiading DistrictAbnormal results were found in normalized nucleic acid detection, which was positive after review by the disease control department and was diagnosed as asymptomatic infection. It has been transferred to designated medical institutions for isolation medical observation.

　　Epidemiological investigation shows that the activity track of the infected person is mainly related to E1-73 Shanghai Feizai Industrial Co., Ltd., No.4031 Cao ‘an Highway, Anting Town, Jiading District, and Meicai.com Logistics, No.1498 Tieli Road, Baoshan District.

　　Infected person 10: male, 53 years old, living inLane 1728, Hongmei South Road, Meilong Town, Minhang DistrictAbnormal results were found in normalized nucleic acid detection, which was positive after review by the disease control department and was diagnosed as asymptomatic infection. It has been transferred to designated medical institutions for isolation medical observation.

　　Epidemiological investigation shows that the activity track of the infected person is mainly related to China Post (Lianhua South Road Store), Building 4, Lane 1971, Lianhua South Road, Minhang District, and Jinhaishangwan, Lane 399, Anya Road, Jiading District.

　　Infected 11: male, 42 years old, living inLongnansan Village, Longhua Street, Xuhui DistrictAbnormal results were found in normalized nucleic acid detection, which was positive after review by the disease control department and was diagnosed as asymptomatic infection. It has been transferred to designated medical institutions for isolation medical observation.

　　Epidemiological investigation shows that the activity track of the infected person mainly involves No.1130 Tianyaoqiao South Road in Xuhui District, No.1700 Taihe Road in Baoshan District and No.5588 Shangnan Road in Pudong New Area (dry goods area).

　　Infected person 12: female, 37 years old, living inLane 198, Zhongshan Nanyi Road, Bansongyuan Road Street, Huangpu DistrictAbnormal results were found in normalized nucleic acid detection, which was positive after review by the disease control department and was diagnosed as asymptomatic infection. It has been transferred to designated medical institutions for isolation medical observation.

　　Epidemiological investigation shows that the activity track of the infected person is mainly related to Pingguolian Fresh Supermarket, No.668 Quxi Road, Huangpu District, and Apple Garden, No.160 Jiazhai Road, Xiling, except the place of residence.

　　As of 16: 00 on December 1st, a total of 1011 close contacts in Shanghai have been investigated, and isolation control has been implemented. Among them, the nucleic acid test results of 739 people are as followsnegative, the rest are being tested.

　　A total of 1,266,802 people were screened for related risks, of which 1,266,231 were found to have nucleic acid detection results as followsnegative, the rest are being tested.

　　A total of 934 samples of articles and environment in relevant places were investigated, of which 20 samples (environmental samples of infected people’s residence and workplace) showed the following results.positive, 749 pieces of nucleic acid detection results are as followsnegative, the rest are being tested.

　　According to the relevant provisions of the novel coronavirus Prevention and Control Plan (Ninth Edition) and the Notice on Further Optimizing the Prevention and Control Measures of COVID-19 Epidemic, and doing a good job in prevention and control scientifically and accurately, the Office of the Leading Group for Epidemic Prevention and Control of COVID-19 City decided to study.No.28, Lane 850, Xitailin Road, Sanlin Town, Pudong New Area; No.13, Lane 198, Zhongshan South Road, Bansongyuan Road Street, Huangpu District; No.63, Longnan Third Village, Longhua Street, Xuhui District; No.1130, Tianyaoqiao South Road, Longhua Street, Changning District; No.9, Lane 1940, Xinzha Road, Caojiadu Street, Jing ‘an District; No.1, Lane 385, Quyang Road, Ouyang Road Street, Hongk Building No.4, Lane 398, Chongfu Road, Ma Lu Town, Jiading District, No.3, Lane 6, Yingwei Road, Chedun Town, Songjiang District, No.408, Laifang Road, Jiuliting Street, Songjiang District, Building No.12, Moka Town, Lane 505, Jiudu Road, Jiuliting Street, Songjiang District, and No.35, Lane 123, Qingfeng Road, xia yang Street, Qingpu District are classified as high-risk areas, and Longhua Street in Xuhui District, Jiangsu Road Street in Changning District, Ouyang

Special feature of 1905 film network With the combination of film and television and cities, many cities have repeatedly "out of the circle" by means of film and television communication. This issue of "Today’s Film Review" invited Liu Zhaohui, an observer of the cultural tourism industry, to talk about the city business cards in the film.

This year’s hit drama Blossoms Shanghai — — Shanghai’s "magic capital" has brought everyone back to the atmosphere of being addicted to money.

— — Xiangyang is also my hometown. In many places in Xiangyang, people can experience some temperatures in Hi, Mom’s work.

If You Are the One — — Sanya is also the first choice for many tourists to punch in.

— — In Taiyuan, the suspense style of the drama "Man Jiang Hong" moved to a new scene, and the plot changed rapidly in a relatively narrow space, which filled the audience with suspense.

So many cities and movies are well linked together, which makes these cities look unique with their own human and geographical temperament. At the same time, film and television works will also achieve the refinement of urban cultural temperament to some extent, including the excavation of its personality. Some solidification of IP has brought the audience a brand-new understanding of the city and made mutual achievements that complement each other.

Blossoms Shanghai, for example, shows the prosperity of the city in 1980s and 1990s, which is full of details of Shanghai culture, with particular emphasis on accent and contractual spirit.

In addition to Shanghai, Chongqing, another municipality directly under the Central Government, is also a scenic spot that coexists with film and television works. Chongqing is located in the southwest of Bashu, in the mountains, with a long history and culture, which shapes the character of Chongqing people to be tenacious, stubborn and romantic.

For example, film and television works such as Chongqing are chosen, which obviously finds a perspective that fits the character image of this city.

In addition to the suspenseful colors and romantic temperament displayed by the mountains and rivers, Chongqing’s patchwork neon landscape created by the staggered mountains and rivers has refreshed the city’s business card through the high communication power of film and television works, bringing more tourists to pay attention to such a distinctive city.

In recent years, many cities have independently displayed their business cards.

Potatoes — — Harbin corresponding to the recent fire. Harbin citizens affectionately call tourists from the south "small potatoes" and "small golden beans". Its charm of ice and snow is the biggest business card and feature of this city.

Diving — — This is uncle Tianjin’s diving. Diving reflects people’s sense of relaxation and humor in life in this city, as well as an attitude towards leisure in life.

Rock and roll — — Shijiazhuang. The earliest rock magazine in China was actually born in Shijiazhuang. At the same time, several bands were also excellent in the early days, making it a rock city.

Shaping a city’s business card requires the integration and symbiosis of the city’s own humanistic temperament, historical accumulation and local culture to form a unique character with its own development. These personalities penetrate the hearts of the audience step by step through film and television communication and become the best choice for people to travel during holidays.

For example, Zhenbeibao Film and Television City, due to its early shooting, has solidified some of our understanding of it. Studios continued this style, shooting and creating a cultural travel scene. If a movie has a chance to explode here, it is also a good business development strategy to hold this "thigh".

For example, the director’s filming location in Zhoushan, Zhejiang Province, puts the film review right of marine film and television under the scope of the whole cultural tourism bureau, which means that all films related to marine themes in Zhejiang Province must be reviewed by the Zhoushan government. First, it can ensure that the traffic can continuously attract more themes of marine film and television to create here, and second, it should be organically linked with the combination of cultural tourism.

Every city has its own story, and there is a lot of work that film and television workers can do if they want to tell these local stories well and make the city and film and television complement each other. In addition to the above-mentioned place names, there are many places in 1866 districts and counties in China that are not well known. Through film and television works, we can not only spread the brand for the destination, but also develop the cultural tourism industry and promote the development of society.

Like The Longest Day In Chang’an, which was released in the summer before, it caught fire in Xi ‘an. In 2023, there was another blessing. In addition to its own temperament, Xi’ an actively cooperated with film and television, and further explored the IP of the Tang Dynasty, which became an excellent case of mutual benefit and win-win.

Many tourists go to Xi ‘an, Luoyang and other ancient capitals to punch in, and they will see the wonderful romantic imagination and the beautiful moment of poetic generate brought by the great poets who wrote poems here in those years, thus creating excellent cultural experience.

However, there are also some cities whose traffic IP is very hot, but it may really be a flash in the pan. How to turn traffic into Changhong’s retention is a strategy that needs to be considered more. In this regard, Liu Zhaohui, an observer in the cultural tourism industry, said: "The repurchase rate of tourism is very important, which actually depends on its attractiveness and whether it can continue."

One of the well-known local cultural tourism projects in Changsha is called "Super Cultural Friendship", which brings together the essence snacks in Changsha. Originally, everyone ate crayfish today, stinky tofu tomorrow, and other snacks the day after tomorrow. "Super Wenheyou" brought these foods together, aggregated the fireworks and relaxation of Changsha through antique buildings, and spread the photos and videos of tourists by word of mouth, which brought long-term impetus to industrial development.

In addition, there are actually many films shot here in coastal cities like Xiamen, Qingdao, Dalian and Chaoshan. For example, some choose the romance of coastal cities, while others focus on the audio-visual wonders of coastal cities. One is because the movie is on fire, and everyone pays attention to this city; Have a plenty of the city made preparations in advance, take the initiative to embrace movies and movies, which brought the planned explosion of the city.

The box office of movies has reached 500-600 billion yuan a year, while the cultural tourism is always 10 trillion yuan. If we break through some barriers between the two industries, through the mutual achievements between film and television and cities, it will certainly bring a very huge space for the outbreak of industries.

1905 movie network news DC superhero movies are being shown all over the country! A few days ago, the film exposed the footage of the "Nemesis" feature film. In order to seize the staff of the gods, the two goddesses, Hespera and Calypso mythology, did not hesitate to attack innocent people, and the crowded museum instantly turned into a human purgatory.

Revenge grabbed the staff and turned the audience behind the scenes.

In the exposed "Nemesis" clip, the daughters of the giant god of ancient Greece, Hespera and Calypso mythology, came to a museum in Greece. They had a clear goal and went straight to the staff of the gods in the center of the exhibition hall. After the two men contacted the staff, their combat power value was instantly filled up. However, just when some clueless human beings came forward to stop him, Calypso mythology exerted the "power of chaos" on the spot, which made the victim lose his mind and become crazy, and then began to harm other innocent people. In a flash, screams and cries for help kept coming from the museum, while the two goddesses calmly withdrew from the chaos.

In fact, as the actor of the powerful villain in the film, the private harmony is completely different. As soon as they changed their cool style of painting, they were more funny on the set, and the sense of contrast in and out of the play directly fascinated the audience. Regarding how to understand that his role is defined as a villain, helen mirren once wittily explained in an interview, "I never thought we were villains, we were heroines, and I always thought that the goddess’ shirt should be an elegant white dress, but I didn’t expect it to be a pair of heavy armor"! Liu Yuling, who joined the DC universe for the first time, doesn’t care much about villains. What she values more is being able to join the "Shazam!" film series and formally become a member of DC, and she can compete with a goddess-level actor like helen mirren. In Liu Yuling’s own words, it is — — Is this heaven? The fatal charm of the two Nemesis is waiting for the audience to come to the cinema to experience it in person!

The villain army turned into a circle, and the audience shouted "It’s worth two brushes"

Thunder Shazan! As a return work, Wrath of the Gods has not only made brand-new adjustments and upgrades in visual effects production and plot setting, but also significantly improved the establishment of the main creative team and role conflict. Among them, the most enthusiastic response from the audience and the hottest topic of discussion are about the cast of Nemesis and the newly added monster legion. In this regard, producer Pete Safran once mentioned in an interview that "a comic adaptation film must have a strong villain to be wonderful, so we found top Hollywood movie stars such as helen mirren and Liu Yuling to play the daughters of Atlas, the giant god, and their wonderful performances made the drama of gods versus gods more shocking and eye-catching". Not only that, the joining of the Monster Corps this time also won the appreciation of a large number of audiences. Not only did the details of the special effects production show great points, but the scene of the monsters’ collective dispatch made the war more exciting and exciting, and the audience watched it quite well.

The movie "Thunder Shazan! The Wrath of the Gods is directed and starred by Liu Yuling and helen mirren. The film is being released nationwide!

　　

Phoenix Entertainment News In the second program of "Fast Forward" broadcast last Friday, Feng Zhe, an Olympic champion, was badly eliminated because of the "plot against him" by the chopsticks brothers. After the game, Feng Zhe not only spoke out: "Some people are duplicitous", but also was "eight" among all the participating guests. He only had no interaction with the chopsticks brothers. After the mantis catches cicadas and yellowbird, G.E.M. Zhang Yunjing and Chopsticks Brothers officially unveiled the "heart-to-heart drama" of loving each other and killing each other. Facing the repeated care of Chopsticks Brothers, G.E.M. Group secretly voted for the two "old boys". However, after the show, when the Chopsticks Brothers were exposed to complaints from netizens on Weibo, G.E.M. secretly helped the verbal "allies". The whole episode was dubbed by netizens as "one turn, two chopsticks, inciting the three parties to do Kun".　

Be turned around, be deceived, and talk hard.

Feng Zhewei didn’t pay attention to the chopsticks brothers.

In the last program of "Fast Forward", Feng Zhe and his girlfriend Zhu Zhu were chosen as the revolving objects by three groups of guests. Among the three groups of guests, Feng Zhe didn’t complain about Miriam Yeung and Ceng Zhiwei, but rather complained about the chopsticks brothers who tricked them into voting for Miriam Yeung and Ding Zigao (in fact, they voted for Feng Zhe couples). After the game, Feng Zhe even said bitterly, "What does it mean? Rivers and lakes are sinister. "

Feng Zhe is not a professional actor. No matter whether he questioned the Chopsticks brothers in the program or interviewed afterwards, the anger he couldn’t hide came from true expression. Some netizens carefully replayed some details in the first two issues of Fast Forward, and found that there was little interaction between Feng Zhe and the Chopsticks Brothers. In the first program, when the Chopsticks Brothers forgot to take the "task card" on the pirate ship princess, Feng Zhe and Zhu Zhu were nearby, but they did not remind the Chopsticks Brothers, but took the profits and took them away and cut the "task card" directly. Some people think that the chopsticks brothers turned to Feng Zhe just to avenge the pirate ship.

Careful netizens also found in Weibo that after participating in Fast Forward, Feng Zhe paid attention to G.E.M., Ceng Baoyi, Miriam Yeung, Ding Zigao, Han Geng, Zhang Yunjing, Orfila and Zeng Zhiwei successively, and even the host Wu Zhentian paid attention to the chopsticks brothers. It seems that the Olympic champion who tasted "sinister" when he first set foot in the "rivers and lakes" has not let go of this.　

　

Design, frame and help each other

Are G.E.M. and Chopsticks Brothers Enemies or Friends?

The relationship between "Jingqi Combination" in Zhang Yunjing, G.E.M. and the Chopsticks Brothers is even more subtle. According to the director group, this subtle relationship first comes from the gender of both sides. "Chopsticks are two old boys, and Jingqi Combination is two weak women, so all the chopsticks in the program take special care of and humble Jingqi Combination. In the next program, these two pairs of combinations have directly confronted each other, and the Chopsticks Brothers simply don’t know what to do." Besides, chopsticks brothers Wang Terry and Xiao Yang like G.E.M. very much, and they especially like G.E.M.’s songs.

With these two premises, plus in the first program, G.E.M. took the initiative to win over the chopsticks brothers at the beginning and shouted at them, "We are allies!" After that, the chopsticks really took the bait. First, in the "terror box" task, the backward G.E.M. group was chosen first. Later, in the "grilled fish" link, G.E.M. was also taught the exclusive secret of making a fire. But they never imagined that G.E.M. would vote for his "ally".

G.E.M. explained that the reason for voting for the Chopsticks Brothers was: "Because they were fifth and we were sixth in the last game, I think we should turn the opponent closest to us so that we can stay in the competition." It shows how strong her desire to stay in the competition is. However, this obviously deeply touched the hearts of the chopsticks brothers. Wang Terry, a member of the chopsticks group who showed more relaxation and less investment after the two programs, said after the game: "I think it is. Since I came to participate in this program, I have to go all out to fight for it. I need to adjust my mentality."

Audience spit chopsticks.

G.E.M. and fans’ clearance.

It is worth mentioning that although Wang Terry publicly stated in the program that he would adjust his attitude towards the game. But some viewers obviously have some opinions about his performance in the first two episodes. Especially in the second program, after Wang Terry resolutely refused the bungee jumping task, netizens made a fierce accusation against him in his Weibo. The reporter saw in Wang Terry’s Weibo that many viewers were voicing: "Ceng Baoyi and Wu Xin are afraid of heights, and they all bite their teeth when they cry like that! You big men dare not try! Then what are you doing here? " "you don’t like to challenge, like to travel, even women are not as good as." "I’ve seen this paragraph in the promo before, and you still use ‘ I am a coward ’ To refuse bungee jumping, watching the feature film is actually gone, and you know it’s shameful enough? " ……………………………………………………………………………………………………………………………………………………………. As for G.E.M. himself, what do you think of Wang Terry’s refusal to bungee jump? The reporter learned in the interview that G.E.M. really answered this question in the interview session of the program. The director group revealed: "G.E.M. said at that time that everyone has the right to choose, some will choose challenges, and some will choose to be true to themselves. She feels that there is nothing wrong with this."

Machine heart report

Machine zhixin editorial department

After writing articles and drawing pictures, the AI ​ ​ big model now has the ability to play games at the same time. I can’t help thinking, what kind of flowers can DeepMind’s agent Gato play in the future?

If a single sequence model can solve all tasks, it is a great thing, because this model reduces unnecessary troubles. However, it needs to increase the number and diversity of training data. In addition, the performance of this general model will be improved with the expansion of data and model. Historically, general models that are better at using computing will eventually surpass models that are specific to specific fields.

Today, inspired by large-scale language modeling, Deepmind applied similar methods to construct a single "generalist" agent Gato, which has the characteristics of multi-mode, multi-task and multi-embodiment.

Paper address: https://storage.googleAPIs.com/deepmind-media/a% 20generalist% 20agent/genericist% 20agent.pdf.

Gato can play Atari games, output subtitles to pictures, chat with others, stack building blocks with robotic arms and so on. In addition, Gato can also decide whether to output text, joint torque, button press or other token according to the context.

Unlike most agents playing games, Gato can play many games using the same training model without training for each game separately.

The training data set of Gato should be as extensive as possible, including different modes, such as images, texts, proprioception, joint torque, button pressing and other discrete and continuous observations and actions.

In order to be able to handle this multimodal data, Deepmind serializes all the data into a flat token sequence. In this representation, Gato can be trained and sampled from a large-scale language model similar to the standard. During deployment, the sampled token are combined into dialog responses, subtitles, button presses or other actions according to the context.

Wang Jun, a professor of computer science at UCL, told Machine Heart that DeepMind’s latest work combines reinforcement learning, computer vision and natural language processing. Although it follows the previous methods in technical thinking, it is not easy to map CV, NLP and RL into the same space and express them with a set of parameters.

Its positive significance lies in that it proves that the combination of CV, NLP and RL is feasible, and some problems of decision intelligence can be solved through sequence prediction. Considering that the current parameters of Gato model are only moderate, it will be of great significance to continue to explore in this direction and build a larger model.

However, the RL part of the Gato model only adopts the supervised learning method, which does not touch the real core of reinforcement learning-Reward design mechanism, and there is no multi-agent decision-making problem in the current task. Professor Wang Jun said that his team has done a lot of exploration on the decision-making model recently, including proving that multi-agent decision-making can also be a sequential model, and relevant results will be announced in the near future, so you are welcome to pay attention.

Gato agent details

In the training stage of Gato, data from different tasks and modes are serialized into flat token sequences, which are processed by a transformer neural network similar to a large language model for batch and other processing. Because the loss is masked, Gato only predicts action and text targets.

The following picture shows the training process of Gato.

When deploying Gato, prompts (such as demonstrations) are tokenised, forming an initial sequence. Then, the environment produced the first observation, which was tokenised and added to the sequence. Gato samples the motion vectors by autoregressive method, and only samples one token at a time.

Once all the token containing the action vectors are sampled (determined by the action specification of the environment), the actions are decoded and sent to the environment, and then new observations are gradually generated. Repeat this process. Gato model always looks at all previous observations and actions in the context window containing 1024 token.

The following figure shows the process of deploying Gato as a control policy.

In addition to various natural language and image data sets, Gato has also been trained on a large number of data sets containing the experience of agents in simulated and real environments.

Table 1 below shows the control data set for training Gato on the left and the visual and linguistic data set on the right. Sample weight indicates the average proportion of each data set in the training sequence batch.

Gato agent capability

The researchers summarized the performance of Gato when training on the above data. In other words, all the results of all tasks come from a single pre-training model with a set of weights. The fine-tuning results will be shown in the chapter "Experimental Analysis".

Analog control task

Figure 5 below shows the number of different control tasks performed by Gato above a given score threshold relative to the expert performance in Gato training data. Among them, the value on the x axis represents a specific percentage of the expert score, and 0 corresponds to the random agent performance. The y-axis represents the number of tasks when the average performance of the pre-training model is equal to or higher than a certain percentage.

The researchers report the performance as a percentage, where 100% corresponds to the experts of each task and 0% corresponds to the random strategy. For each simulation control task of the training model, they roll out Gato strategy 50 times in the corresponding environment and average the defined scores. As shown in the figure below, Gato performed more than 450 of the 604 tasks with an expert score threshold of over 50%.

In ALE Atari, Gato scored an average (or higher) score for human beings in 23 Atari games and twice the score for human beings in 11 games. Although the single-task online RL agent that generates data is still superior to Gato, it can be overcome by increasing capacity or using offline RL training instead of pure supervision. The researcher also introduced a professional single-domain ALE Atari agent, which scored better than humans in 44 competitions.

In BabyAI, Gato got more than 80% expert scores at almost all levels. For the most difficult task, BossLevel, Gato scored 75%. In contrast, the other two published benchmarks, BabyAI 1.0 and BabyAI 1.1, used 1 million demonstrations to train this single task, but their scores were only 77% and 90%.

In Meta-World, Gato scored more than 50% in 44 of the 45 tasks trained, more than 80% in 35 tasks and more than 90% in 3 tasks. On the standardized DM Control Suite, Gato scored more than 50% in 21 of 30 tasks and more than 80% in 18 tasks.

Robot benchmark evaluation

Remote operation from the first perspective can collect expert demonstrations. However, such demonstrations are slow and costly to collect. Therefore, the data-efficient behavior cloning method is desirable for training universal robot manipulators, and off-line pre-training has become a very dynamic research field. The researchers also evaluated Gato on the established RGB Stacking robot benchmark.

The skill generalization challenge of RGB Stacking robot benchmark tests the ability of agents to stack objects with shapes that have never been seen before. Agents are trained on a dataset containing episodes of robot stacked objects of various shapes. However, the triplets of five object shapes are not included in the training data, but are used as test triplets. The researchers evaluated the trained Gato for 200 rounds for each test triplet on the real robot.

The results in Table 2 below show that the success rate of Gato on each test triplet is equivalent to the benchmark of single task BC-IMP(filtered BC) proposed by Lee et al. (2021).

Text example

Gato agents can also generate basic dialogues and add subtitles (or descriptions) to images. Figure 6 below shows a representative example of Gato subtitling an image.

Figure 7 below shows some selected examples of plain text dialogue and communication.

experimental analysis

In Figure 8 below, DeepMind evaluated three different model sizes (measured by parameter count): 79M model, 364M model and 1.18B model (Gato). It can be concluded that under the same number of token, with the expansion of the model, the performance of the model will be improved.

Figure 10 below compares the success rate of Gato in different fine-tuning data mechanisms with that of sim-to-real experts and Critical-Regulated Regression (CRR) agents. The results are as follows: In reality and simulation (the red curves on the left and right respectively), Gato recovered the performance of experts with only 10 episodes, and reached the peak when fine-tuning data with 100 or 1000 episodes, surpassing the experts. After this point (at 5000), the performance will drop slightly, but it will not be far lower than that of experts.

Table 3 below shows the comparison results of Gato and BC-IMP.

Original link:

https://www.deepmind.com/publications/a-generalist-agent© THE END

Please contact Ben WeChat official account for authorization.

Contribute or seek reports: content@jiqizhixin.com.

Original title: "DeepMind" generalist AI agent Gato is coming, multi-modal, multi-tasking, inspired by the big language model "

Read the original text

1905 movie network news The film was released today, featuring powerful actors Dong Liu Hu, Cheng Yuanyuan, Li Zixiong, Ai Liya, etc., and presenting the current entrepreneurial story to the audience. The seven highlights of the film, from the theme, lineup and quality to the social significance conveyed by the film, comprehensively analyze the arduous road of starting a business in Wechat business.

Aspect 1: Focusing on the theme of Wechat business’s entrepreneurial story for the first time is expected.

The first cinema film "Big Wechat business" focusing on the theme of Wechat business tells the story of Liang Tian, an entrepreneurial youth, who is determined to forge ahead and transform from e-commerce to Wechat business through self-employment. From the perspective of ordinary entrepreneurs, the film interprets Eliza’s unusual entrepreneurial experience and shows the growth trajectory of Wechat business’s individuals in a panoramic view. After several ups and downs, Eliza still adhered to his faith and the principle of doing business in good faith, personally guided Wechat business entrepreneurs to establish a correct outlook on life and values, inspired Wechat business groups to make progress and bravely pursue their dreams, and paid tribute to the strugglers in the new era.

Aspect 2: mass entrepreneurship and innovation "entrepreneurship" has become a hot spot on the screen.

After the reform and opening up, the Internet industry in China has developed rapidly and has far-reaching influence. With the advent of the era of national entrepreneurship, the theme of entrepreneurship has also become the darling of film and television creation. Wechat business chose Wechat business as the breakthrough point, and used focus plane to show the arduous road of starting a business from the real economy to e-commerce and then transforming Wechat business. It can not only reflect the changing reality of e-commerce entrepreneurship, but also respond to the call of the times of "mass entrepreneurship and innovation".

Aspect 3: Old drama bones Li Zixiong and Ai Liya joined in to help "Great Wechat business"

In "Big Wechat business", Li Zixiong plays Eliza’s "Bole" boss. Ai Liya, a veteran actor, plays Eliza’s mother-in-law. In the filming process, the two opera bones not only set high standards for themselves, but also "preached and dispelled doubts" for the young actors in the group and shared valuable experiences. It is expected that a group of powerful actors will compete on the same stage.

Li Zixiong has created many classic characters, such as "Big Brother Cheng" and "Xi Rong". At the age of 27, he won the Best New Actor Award at the Hong Kong Film Awards for "The True Color of Heroes" and became one of the representatives of classic Hong Kong film villains. He has also been nominated for the Best Supporting Actor Award at the Hong Kong Film Awards and the Best Supporting Actor Award at the Taiwan Golden Horse Awards. In The Great Wechat business, Li Zixiong took off the label of "villain" and became a good boss of China, which was a surprise.

Ai Liya, the winner of the Golden Rooster Award and the China Watch Award, has successfully portrayed the roles of Bai Yufen in "The Big House Gate" and Mrs. Lou in "The Punisher of the Great Song Dynasty". I believe that the addition of Lao Xigu will add color to the film.

　

Aspect 4: Powerful actors Dong Liu Hu and Cheng Yuanyuan show empathy.

In the film "Big Wechat business", Dong Liu Hu plays Eliza, an entrepreneurial youth, and Cheng Yuanyuan plays Meng Rou, Eliza’s wife. She is a supporter of Eliza’s cause and a guide.

Dong Liu Hu, a powerful actor, was deeply loved by the audience for his roles in the self-made solo drama "Ugly Woman Invincible" by Hunan Satellite TV and the dynasty in "Young Bao Qingtian II". Eliza, the male actor in this film, is a promising young man. Determined to make progress, he wholeheartedly led the villagers to get rich together and finally realized his dream. Cheng Yuanyuan, an acting actor, was nominated as the best actor in Changchun International Film Festival for her role of Gu Qianqian in the new version of A Dream of Red Mansions. This time, their joint performance of the movie "Big Wechat business" has attracted a lot of discussion and attention.

Aspect 5: A team of thousands of people waded through the mountains just to restore the most authentic Wechat business.

The film "Big Wechat business" was filmed and produced by Hunan Film Channel, and the behind-the-scenes team crossed four provinces of Hunan, Jiangxi, Guangdong and Guangxi, trekking 5,000 kilometers. The 95-minute film works include the hard work of the creative team, including more than 120 professional photographers and 976 group performers, day and night. The attitude of striving for perfection behind filming is the basic attitude of entrepreneurs in this era and the attitude of every micro-businessman. Just like the theme expressed in the film, the industrious spirit of contemporary entrepreneurs, which is the same day and night, will deeply impress the audience.

Aspect 6: Wechat business’s inclusion in the e-commerce law "Greater Wechat business" responds to the call of the times

With the implementation of the "Electronic Commerce Law of the People’s Republic of China" on January 1st this year, more and more people began to pay attention to the industries in Wechat business. The film "Big Wechat business" was released under such an opportunity, which not only showed the audience the micro-businessmen with positive energy values, but also set a benchmark for young entrepreneurs in combination with the background of the implementation of national legislation, tore off the label of "three noes" for Wechat business, and made the rights and interests of consumers more secure. As the film’s release approaches, it is believed that it will surely lead Wechat business forward, encourage entrepreneurs to pursue their dreams bravely, and lead every ordinary person to contribute to the realization of the Chinese dream.

Aspect 7: "Great Wechat business" triggered a heated discussion in society to promote the positive energy of the Chinese dream "We are all dream catchers"

In the tide of the times when the country advocates "mass entrepreneurship and innovation", countless ordinary people realize their own values and spiritual pursuits through Wechat business’s entrepreneurship. As soon as The Great Wechat business was released, it triggered a heated discussion in the society, presenting the audience with the real road to entrepreneurship of contemporary youth through a unique perspective. The positive energy values exported by the film will also lead Wechat business to keep advancing, encourage entrepreneurs to bravely pursue their dreams, and become a bright light to illuminate young entrepreneurs. As Eliza said in the film: "We have the responsibility to make the 50 million micro-businessmen have a more sense of mission and positive energy, and realize our Chinese dream together."

The movie "Big Wechat business" has landed in the national cinema today.

A far-sighted political party always pays more attention to the youth.

"The CPC Central Committee is very concerned about people’s livelihood. People’s livelihood is first and foremost employment. We are particularly concerned about the employment of college graduates." On June 8, 2022, the figure of the Supreme Leader General Secretary appeared in the Qiushi Hall of Yibin College.

The general secretary asked the teachers, students and business leaders who were attending the enterprise recruitment seminar to understand the recruitment needs of enterprises and the signing rate of graduates. He urged schools, enterprises and relevant departments to do a good job in the implementation of student employment contracts, "especially focusing on poverty-stricken families, low-income families, zero-employment families and disabled college graduates who have not been employed for a long time."

On June 8, 2022, General Secretary of the Supreme Leader waved to the teachers and students during his inspection in Yibin College.

Aim for the future career, mostly for the youth.

"Young people are in the initial stage of life, and they often encounter various difficulties and distress in their study, work and life, and they need the help of the society in time." Since entering politics, the supreme leader has always been concerned about the thoughts, worries and hopes of young people.

When the supreme leader was working in Zhengding, he once went to Liucun Table Tennis Amateur Sports School for investigation, and learned that there was a young coach in the sports school who was excellent and responsible, and brought out students selected for the national team, but his salary was very low. The sports school hopes that the organization can help her solve some difficulties. At 11 o’clock in the morning, the supreme leader left the village with relevant materials. At 3 pm, the sports school was informed — — The county raised the young coach’s salary by one level. The first sentence written on the approval is "to encourage young people to study hard".

In the memories of youth of Huang Daoliang, a graduate of Minjiang Vocational College, there is also an unforgettable thing. Huang Daoliang lost his arms in an accident when he was young. Although his scores in the college entrance examination reached the big special line twice in a row, no school was willing to admit him. In 1990, Huang Daoliang took the college entrance examination for the third time. His father wrote a letter to Minjiang Vocational College about his children’s schooling experience. At that time, the supreme leader who was the secretary of Fuzhou Municipal Party Committee was also the president of Minjiang Vocational University. Under his care and coordination, Huang Daoliang realized his university dream and became the first college student without arms in Fujian.

Huang Daoliang’s diploma.

"We should pay attention to the thoughts, worries and expectations of young people, help them solve their worries and troubles in graduation job hunting, innovation and entrepreneurship, social integration, marriage and friendship, support for the elderly, children’s education, etc., and strive to create good development conditions for young people, so that they can feel that care is around and care is in sight."

General Secretary of the Supreme Leader said this and did the same. In his view, pressure is the driving force for the growth of young people, and giving a hand at the key point and when it is important may be an important fulcrum for young people to overcome pressure and develop into talents.

In today’s China, the pace of social development is very fast, and people’s work and life are also under great pressure. The general secretary is very considerate of young people and is committed to "creating a warm and harmonious social atmosphere, expanding inclusive and active innovation space, and creating convenient and comfortable living conditions, so that everyone can have a happy mood, make their lives brilliant and make their dreams come true".

Joining the team, joining the League and joining the Party is a "trilogy of life" for contemporary China youth to pursue political progress. From the perspective of ensuring that the red mountains and rivers will never change color, the General Secretary demands that the education chain of the party, the league and the team be connected and connected. He said that the Communist Party of China (CPC) has always opened its doors to young people and warmly welcomes them to become the fresh blood of the Party.

The General Secretary of the Supreme Leader has high hopes for the youth, advocates looking at the innovation and creation of the youth with appreciation and approval, actively supporting them to shine in life, and praising and applauding the achievements and achievements of the youth.

In June, 2021, the General Secretary walked into beijing aerospace control center and had a cordial conversation with the Shenzhou-12 astronaut who was on a business trip in space. At that time, there were many "post-80s" and "post-90s" aerospace scientists and technicians who provided technical support services for this "dialogue between heaven and earth", which made people see the vigorous strength of the younger generation. A few months later, at the Central Talent Work Conference, the General Secretary mentioned this detail. "Most of them are young people in their thirties and forties, but they are all responsible for important positions." The words are full of pride.

Young scientific and technological talents of beijing aerospace control center dispatching team shot on July 1st, 2022.

Mountains and rivers are the evidence, and years are the name.

In 2015, the General Secretary presided over the first Central Party group work conference in the history of the Party, which opened the curtain of deepening the reform of the Communist Youth League.

In 2017, the first youth development plan in the history of New China, which was personally directed by the General Secretary, was released, which made a strategic plan for youth development from the top design level.

… … … …

Socialism with Chinese characteristics has entered a new era, and the Supreme Leader General Secretary has always been based on the far-reaching consideration of "ensuring the party’s cause from generation to generation and ensuring the sustainable development of the Chinese nation", guiding the growth of youth and deploying youth work.

In the new era, young people in China have more equal educational opportunities, rich and diverse career choices, smooth development and free flow, and a wider stage to realize their brilliant life. Taking the education level as an example, the data show that in 2023, the consolidation rate of nine-year compulsory education reached 95.7%, the gross enrollment rate of high school reached 91.8%, the gross enrollment rate of higher education reached 60.2%, and the total number of students in school reached 47.6319 million, so more and more young people opened the door to success.

On June 26th, 2023, China Renmin University filmed the scene of the 2023 doctorate awarding ceremony.

From the oath of "building a country with youth" to the self-confidence of "please rest assured that the powerful country has me" … … With the changing scene of the times, the young people in China in the new era meet the best period of the development of the Chinese nation, have a better development environment and a broader growth space, and are faced with a rare life opportunity to make contributions.

On the new journey, the Supreme Leader’s General Secretary is far-sighted. "We are determined to achieve a good result for the youth, and we also expect the younger generation to achieve better results in the future."

Most satisfied:The appearance is dazzling and the performance is good. Most games can run smoothly.

The most dissatisfied:Hardware-oriented lottery, screen light leakage

Appearance of workmanship:The appearance is in line with my aesthetics, and the backlit logo is simple and atmospheric.

Configuration performance:In terms of hardware, there are enough home games at present. If it is not enough, add some money. There are i7 and 1060 waiting for you.

Heat dissipation:The heat dissipation of the game book is still good, just don’t die and open too many things.

Portability:What is the game supposed to be portable (funny)

Other descriptions:Screen: LG/ BOE; Memory: Samsung/Hynix; Hard disk: Samsung/Western Digital. It’s like a lottery … emmm … it’s like going against the water for a hundred weapons, hhh