AI Future Progressive: Competition and cooperation between human beings and AI in the next 20 years

Perhaps it is not difficult to imagine that in the future, most of the hard and repetitive work will be done by machines, and human beings will have more freedom to do what they want.

Kai-Fu Lee and Chen Qiufan looked forward to the influence of artificial intelligence on all aspects of life 20 years later in AI Future Progressive.

First, the degree of intelligence of various industries in the future

Medicine: AI has insight into all the subtle problems of your body, arranges a healthy diet for you, and automatically helps you call the police in case of emergency.

Education: Every child has an AI to accompany him to grow up, understand all his study habits, give him advice, win various competitions, record his growth, and help him become a leader in that field.

Autopilot: Infrastructure and driving lanes operate separately. In addition to extreme situations that require the participation of human drivers, self-driving cars are people’s main travel tools. We don’t even have to buy a car, saving more family expenses and contributing to environmental protection.

Entertainment: We can meet idols in virtual games, make friends with idols, and sometimes we can’t even tell the difference between virtual and reality.

Energy: The renewable energy effectively combined with "solar energy+wind energy+battery technology" makes our planet cleaner and more environmentally friendly.

Second, the machine is difficult to replace and surpass human beings.

Even if AI develops for 20 years, it is difficult to surpass human beings in the following three aspects.

First: creativity, common sense and strategic thinking. "AI does not have the ability to create, conceive and plan strategically."

Second: emotion or empathy. AI has no real feelings, does not understand the happiness and pain of human beings, and it is even more difficult to enlighten people’s hearts.

Third: "Flexibility. AI and robotics can’t do some precise and complicated physical work, such as dexterous hand-eye cooperation. " AI can’t detect many potential threats and can’t accomplish many things that require human judgment.

For jobs that require high creativity and social skills, it is difficult for AI to replace humans.

In labor-oriented jobs, it is difficult for AI to replace strong social and flexible jobs such as nursing home, dog trainer, sports rehabilitation teacher and hair stylist, while high mechanical and weak social jobs such as security guards, dishwashers and warehouse pickers are easily replaced.

In intelligent jobs, it is difficult for entrepreneurs, career planners and other strong social and high-decision jobs to be replaced by machines, and optimized jobs such as telemarketing, loan officers and radiologists are easily replaced by machines.

Third, the meaning of life: how can people be human?

Perhaps, in the future, we will no longer pursue money as the most important goal, but take social contribution as a yardstick to measure the value of life.

Every revolution will bring about great changes in life, and so will the information revolution. The development of AI will indeed make many occupations disappear, but at the same time it will also give birth to more occupations.

AI does not exist as an enemy of human beings, but should be a useful tool for human beings to reshape themselves and realize their personal values.

In the face of a powerful AI, if we are lazy, only interested in pleasure, and leave all our lives to the control of machines, then the development of human civilization will also stagnate.

Grateful to AI for liberating us from repetitive labor, remember the author’s message to us in "AI Future Progressive": "If we cherish the unique qualities that human beings are born with, such as free will, love and being loved-these are exactly what AI can’t have. If we choose to believe that the harmonious symbiosis between human beings and AI will produce an effect of 1+1 far greater than 2, and make efforts for it, then the best combination of human beings and AI will bravely step forward together in the future.

I hope that with the help of AI, we can be more diligent and diligent, explore the eternal truth of life and get real happiness.

U20 Asian preliminaries Laos women’s football VS China: Men’s and women’s football should win more beauty?

In the U20 Asian preliminaries, the Lao women’s football team will face the challenge of the China women’s football team. Prior to this, the China Olympic Team and the national team had played PK with Laos. The total score of the men’s soccer team swept Laos 13-3 in two rounds, while the Olympic team beat their opponents 8-0. This time, the women’s U20 played against Laos U20, and the little girls of China U20 not only won, but also won beautifully.

It is very important to avoid making mistakes.

From the strength point of view, China’s football is no matter how bad it is, it will not be defeated by Laos. But to fight against the weak, we must not only win, but also win beautifully and perfectly. In addition to scoring more goals on the offensive end, we should also avoid losing goals. Similar to the national football team, although it won 10 goals in the previous two games, it was unforgivable to lose 3 goals. China U20 women’s football team didn’t concede a goal in the previous two games. Whether this game can sweep away opponents while keeping a clean sheet deserves our common concern.

Shui Qingxia pays attention to the U20 national team. Which players can enter the Women’s World Cup?

Director Shui Qingxia is also paying attention to the performance of China U20 women’s football team. At present, Zou Mengyao has played a series of world waves with both violent aesthetics and excellent angles in previous competitions. If Zou Mengyao can appear in the Women’s World Cup, even if he only plays as a substitute or only plays half-court, it will also be of great significance to the growth of teenagers. Shui Qingxia’s guidance on which teenager will enter the women’s national team and play in the women’s World Cup is also a follow-up point.

Engineers built AI chat bots several years ago, and Google has been obstructing artificial intelligence efforts.

It is reported that a few years ago, a former Google engineer developed a conversational AI chat robot.

But for security reasons, Google executives blocked their efforts to release it to the public.

Google is now catching up with Microsoft’s artificial intelligence and plans to release its artificial intelligence chat bot this year.

Google is expected to release Bard, a highly anticipated AI chat robot, in the near future. But according to a recent report, a few years ago, two former Google engineers urged their former employers to release a similar chat robot to the public, and they met with resistance.

According to former colleagues, around 2018, Daniel de Freitas, a Google research engineer, began to work on artificial intelligence projects, with the goal of creating a dialogue and chat robot that imitates human speech. Noam Shazeer is a software engineer in Google’s artificial intelligence research department and later joined the project.

De Freitas and Chazel can build a chat robot, which they call Meena. They can discuss philosophy, talk about TV programs at will and make puns about horses and cows. They believe Meena can fundamentally change the way people search online.

However, Google executives said that the chat bot did not comply with its artificial intelligence safety and fairness standards, and they renamed it LaMDA, which will become the language model behind Budd. Executives have repeatedly tried to send robots to external researchers, add chat functions to Google Assistant, and release demonstrations to the public.

Although CEO Sandahl Picha personally asked them to stay and continue to develop chatbot, Defree Tass and Chazel were disappointed with the response of the executives and left Google at the end of 2021 to start their own company. Their company is now called Character.Ai, and since then it has released a chat robot, which can play characters such as elon musk or Mario of Nintendo.

Since 2012, Google has been obstructing its artificial intelligence efforts, and it is nothing new for Google to hesitate to release its artificial intelligence tools.

It is reported that in 2012, Google hired computer scientist ray kurzweil to study its language processing model. According to TechCrunch, about a year later, Google acquired DeepMind, a British artificial intelligence company, which aims to create artificial general intelligence.

However, due to moral concerns about large-scale monitoring, academics and technical experts refused to use the technology, and Google promised to limit the way it uses artificial intelligence. In 2018, Google terminated its project of using artificial intelligence technology for military weapons in response to employee opposition.

But Google’s artificial intelligence plan may finally have a dawn now, although the discussion about whether its chat bot can be launched responsibly continues. Bard, the company’s chat bot, will be launched after Microsoft releases its own chat bot through Bing, and Microsoft’s stock is rising.

Last month, Google’s Bard chat bot made a factual error in its first public demonstration, and Google employees quickly called the announcement "hasty" and "clumsy". John Hennessy, chairman of Alphabet, agrees that Google’s chat bots are "not really ready to launch products".

Tyc reporter: Manchester City has raised the offer for Alvarez’s contract renewal and is close to reaching an agreement.

Live broadcast on March 11 th, tyc reporter Cesar Luis Merlo updated the latest developments of the contract renewal between Alvarez and Manchester City through social media.

The reporter wrote on Twitter: "Manchester City and Alvarez are talking about renewing their contracts, and the latest offer of Blue Moon has improved their treatment. The two sides will meet next week and are close to reaching an agreement. "

"If settled, little spider’s salary will be significantly improved. And the contract period will be extended to the summer of 2028. "

(thyme)

Without taking the old road of C Ronaldo, there is no choice. Messi reduced his salary and renewed his contract. Paris joined hands with Mbappé to attack the Champions League.

Dali lost again! In the two rounds of the Champions League quarter-final, he was eliminated by Bayern with a total score of 0-3, which also means that Messi stopped in the top 16 of the Champions League in two seasons in Greater Paris. With the exit of the Champions League, the question of Messi’s stay is once again put on the agenda. Will Messi renew his contract with Greater Paris?

Sadly, if Messi doesn’t follow Cristiano Ronaldo to play in the Saudi League, he has no more choices. According to the current negotiations, Greater Paris is the only team in the five major leagues that has made a specific offer to Messi. If Messi still wants to play in the top leagues in Europe, it seems inevitable to reduce his salary and renew his contract.

Although Barcelona President laporta has publicly welcomed Messi back to Camp Nou many times, there is no way to support Messi’s salary with Barcelona’s current financial capacity. Laporta tried to take the opportunity to rub Messi’s traffic, and even "Bai Piao" is more likely.

In addition, Manchester City in the Premier League is also a possible next home for Messi, which fans are very concerned about. However, apart from Messi’s mentor Guardiola’s polite expression of his love for Messi, the management of Manchester City has not had substantive contact with Messi’s team, let alone an offer for Messi.

Obviously, although Messi is the contemporary king of the ball and has been awarded the World Player of the Year by FIFA, given that he is 36 years old and his salary is as high as 30 million euros, there are few top European league teams that can bear Messi’s high salary and give him the main position.

It is gratifying that Nasser, the president of Paris Grand, is sincere in retaining Messi, whether out of his love for Messi or his desire to continue to use his commercial value. However, in view of the requirements of UEFA’s financial balance, Greater Paris must save money and reduce players’ salaries, and this is the key difficulty for Messi to renew his contract.

To tell the truth, compared with honor, Messi doesn’t pay special attention to salary, but face can’t be ignored! If Mbappé, the core player in the team, also reduces his salary, Messi seems to have no reason to refuse this contract extension.

It is worth mentioning that the relationship between Mbappé and Messi has changed from embarrassment after the World Cup to reconciliation and even sweetness. And the management of Greater Paris is also aware of the team’s hip-pulling in the backcourt. Next season, Inter Milan defender Shke will join without a visa, Manchester United central defender Maguire is also in the plan of Greater Paris, and Messi’s Argentine compatriot paredes is likely to return to Greater Paris.

After a series of reorganization of the team, Messi will join hands with Mbappé to attack the Champions League for the third time. No matter what the outcome, Messi will not give up this rare opportunity when he has the chance to win the contract in Greater Paris.

[Chen Wei, deputy to the National People’s Congress: Accelerate the research and development of artificial intelligence and improve the health service capacity of Chinese medicine]

Chen Wei, deputy to the National People’s Congress and vice president of Quzhou Traditional Chinese Medicine Hospital, Zhejiang Province. Photo courtesy of respondents

In recent years, with the change of disease spectrum, the acceleration of aging, the improvement of residents’ living standards and many other factors, the demand for health services of residents has become increasingly diversified, and higher requirements have been put forward for rehabilitation, health care and other services.

"In terms of health care, Chinese medicine has advantages. The introduction of artificial intelligence technology into the field of Chinese medicine has created a new environment for its development. " During the two sessions of the National People’s Congress in 2023, Chen Wei, deputy director of the National People’s Congress and Quzhou Hospital of Traditional Chinese Medicine in Zhejiang Province, paid special attention to "accelerating the research and development of artificial intelligence and improving the health service capacity of Chinese medicine".

In her usual work, Chen Wei found that the intervention of artificial intelligence made it possible to use the "holistic concept" of traditional Chinese medicine to guide health management. "For example, in the health management at the stage of empowerment, personalized health management can be achieved by detecting and collecting relatively high-quality physical sign signals and intelligently predicting human health status through portable wearable intelligent equipment; In the health management at the stage of empowerment, the use of intelligent training means, combined with traditional Chinese medicine experience and strong artificial intelligence interaction means, can help long-term sub-health or groups with chronic diseases and physical disabilities to achieve rehabilitation training, and intelligently analyze physical function data to optimize and adjust treatment plans in real time. " Chen Wei introduced.

In the practical application of artificial intelligence equipment, many problems have also been exposed. "The main problems are unreasonable algorithm design and model construction, lack of available data of traditional Chinese medicine, lack of standards, and shortage of artificial intelligence talents of traditional Chinese medicine." For example, Chen Wei said that in the face of diseases with single condition and clear diagnosis, artificial intelligence equipment can still give a better diagnosis scheme, but in the face of more complicated cases, it will highlight the lack of flexibility and flexibility in diagnosis.

In addition, although the diagnosis and treatment of artificial intelligence brings great convenience to medical activities, it cannot give patients humanistic care. In the process of diagnosis and treatment, patients not only have to endure the physical pain caused by illness, but also bear great psychological pressure. At the same time, patients are often unable to accurately describe their illness due to great psychological pressure, lack of professional knowledge or limitations of diseases. Due to these vague or distorted information, the applicability of artificial intelligence instruments will be severely challenged.

To this end, Chen Wei suggested improving the top-level planning and pointing out the development direction. "Top-level planning is the premise of the development of artificial intelligence. In order to promote the development of artificial intelligence in the field of traditional Chinese medicine, relevant departments should scientifically analyze the development prospects and actual research and development of artificial intelligence in traditional Chinese medicine, and formulate top-level planning and phased research directions with disciplinary characteristics." Chen Wei believes that in view of the characteristics of "thousands of people and thousands of prescriptions" in traditional Chinese medicine, the planning should focus on improving the innovation of technology and the flexibility of equipment in the process of medical activities, making full use of the database of traditional Chinese medicine, and giving play to the functions of auxiliary diagnosis and treatment and health management of artificial intelligence of traditional Chinese medicine.

At the same time, the development of TCM artificial intelligence involves knowledge of TCM, computer, mathematics and other disciplines. The development of TCM artificial intelligence should take TCM as the core, take computer, mathematics, machinery, electronics, engineering and other disciplines as tools, improve the equipment software system, and standardize and digitize the data. In this regard, Chen Wei suggested that colleges and universities should establish and improve the training mode of compound talents of traditional Chinese medicine and artificial intelligence, optimize the high-tech innovation system, strengthen inter-disciplinary exchanges and multi-disciplinary cooperation and development, and provide conditions for training interdisciplinary comprehensive talents.

User experience is also a key point that cannot be ignored. Chen Wei believes that it is necessary to strengthen the technical training of medical personnel in TCM artificial intelligence equipment and application, so that small doctors can prescribe relatively accurate prescriptions and improve their diagnosis and treatment ability. At the same time, pay attention to the implementation of equipment use, encourage residents to actively experience the equipment and carry out the market demand survey of artificial intelligence in traditional Chinese medicine, so that the equipment can be fully utilized, truly serve the society, and promote the inheritance and development of health services in traditional Chinese medicine.

The poor countries in Africa are on top of the world again. He scored 17 goals alone in two lines, and he is still a post-00 s.

Many people are unfamiliar with Togo, a small country in West Africa, which is recognized by the United Nations as one of the least developed countries in the world. But Togo also had its own top stars, such as Adebayor, who was not crazy and did not survive in the past. Now, there is a good Togolese striker in European football. He is Ké vin Duncan, and there are also materials to translate his name into Danki.

Duncan was born in Lomé, Togo, at the end of November 2000. He made his debut in Nimes Club of French League. During his time in the team, he made 31 appearances, scored 4 goals and had 2 assists. In August 2019, he made his debut in Ligue 1. He made his first two appearances that season, and he scored continuously as a substitute, which once showed a good state. In the first half of 2019, he was loaned to AS Béziers, the team of French League B.

In January, 2021, he joined the Belgian first-division team Segra Bruges with a transfer fee of 2 million euros. He was awarded the No.9 jersey here. The player, who is 1.81 meters tall and as strong as a black buffalo, became the main striker of the team.

In the first season after joining the team, he scored 3 goals and 2 assists in 16 appearances. In the second season, he played a full season as a quasi-main player, scoring 7 goals and 1 assist in 29 double-line games. This season, his data has reached another level. So far, he has scored 10 goals and 7 assists in the double-track competition.

In the 10th round, the team beat Ghent 4-3. He scored 1 goal and 2 assists, leading a victory. He scored with his right foot in the 24th minute and assisted teammate Dino Hodic to score the second and third goals. Duncan scored three goals with his right foot in the 25th, 77th and 86th minutes in the 13th round of the 5-1 sweep of Auburn, and scored his first official hat trick in his career.

In the Belgian Cup, he also scored twice against Belshort. Now, the team has scored 43 goals in league matches and cup matches, and he has made 17 goals himself, which is the second shooter after Ueda Qishi.

He and the flexible Ueda Yoshishi became the team’s main striker partners, and the two brought out the best in each other. The team scored 40 points in 28 rounds after the war, and temporarily ranked ninth in the standings. The team is only one point away from the eighth team, and they still have one game less. The rule of match A is that the team that ranks fifth to eighth in the regular season can play the UEFA qualifiers play-offs. That is to say, the team hopes to play in Europe next season.

There are still six rounds in the regular season of the league plus the qualifying matches that may be played, and the team may have to play 12 rounds. He hopes to brush out two pairs of data.

Duncan is a Togolese international. So far, he has played 22 games and scored 2 goals. However, Togo’s strength is limited. In recent years, he has not played in the Africa Cup of Nations and missed the World Cup finals.

Building a Technological Innovation System and Consolidating the Foundation of Digital China Construction

Building a digital China is an important engine to promote Chinese modernization in the digital age and a powerful support to build a new competitive advantage of the country. The development of artificial intelligence can provide strong support for improving the construction of digital China. A number of members from Chinese People’s Political Consultative Conference put forward suggestions to incorporate digital citizens into the top-level design system of digital China, accelerate the efficient circulation and use of data elements, improve the standard system of artificial intelligence, and accelerate the construction of a pioneer city of artificial intelligence. While our state-owned enterprises and institutions actively promote informatization and digitalization, they also promote the training of relevant talents.

Enough of you! Destined not to last long, why don’t Tottenham and Kong Di break up now?

Original author | Tim Spiers

Original text from | The Athletic

Translation of this article | Tigers Translation Group

The night sky is full of gloomy clouds, and the rain washes the ground relentlessly, vaguely reflecting the neon lights in Cyberpunk style in the distance-this is not the future city in the movie blade runner, but Tottenham Hotspur Stadium this Wednesday night.

In the past seven days, Tottenham Hotspur has been eliminated from the FA Cup and the Champions League in three games, two draws and one loss, and failed to score a goal. After the game with AC Milan, the fans couldn’t accept another four-empty season and booed all over the sky in the stands.

"We’ll see. Maybe the club will fire me before the season is over," Kong Di said. "Who knows, maybe they are disappointed." The Tottenham Hotspur manager has long given up expectations for the future.

At the beginning, Kong Di’s predecessor, Nuno, was told to leave class early the next morning on the weekend match day, and so was his predecessor, Mourinho. After the game between Tottenham Hotspur and Nottingham Forest tonight, President Levi may continue this "fine" tradition.

In the past two years, Colonel Kong has repeatedly publicly expressed his disappointment with the club, and also implicitly said that Tottenham Hotspur was really lucky to have him.Recently, Kong Di encountered many obstacles in her life, and underwent cholecystectomy, but her body has not fully recovered. We can make a bold guess that he doesn’t want to stay in North London, whether for business or personal reasons.

On the other hand, Tottenham should have had enough of Kong Di, and it is said that they are stepping up the finalization of the new coach candidate list.Then, the question comes: Why is Kong Di still leading the team? Since breaking up is inevitable, why don’t they just break up now?

This is largely because-Kong Di’s contract will expire on June 30th this year.

Yes, it’s too bad to be out of the FA Cup and Champions League in a week, and from the book strength, Tottenham can definitely beat Sheffield United and AC Milan. However, we should also see that Tottenham are still ranked fourth in the Premier League standings. Considering that their signings and salary costs are far less than those of several rivals competing for the fourth place, this achievement is still reasonable.

Regardless of whether they can compete for the fourth place in the end, just look at the current league ranking. To be fair, Kong Di did a good job. Tottenham Hotspur’s season is boring, boring and puzzling, but it is definitely not a disaster.

Kong Di’s contract is only three and a half months away, but the salary will be paid for three and a half months. Even if he leaves now, Tottenham will not spend a penny less. Levi knows that firing Kong Di now will cost the club millions of dollars.

For the rest of the season, although there is no hope for Tottenham to win the championship, they still have the important task of winning the Champions League four times-this is their most important task in these years, you know. If we succeed in the fourth round, the bonus will be far more than several million dollars, and conversely, the loss will be far more than several million dollars.

Therefore, Levi must also think clearly as soon as possible: Is it better for the team to keep the top four rankings, whether to keep Kong Di or get rid of Kong Di immediately? Unfortunately, this question is difficult to answer.

Kong Di is very skilled in bottoming out. A year ago, Tottenham was eliminated by British Championship team Middlesbrough in the fifth lap of the FA Cup. After that, they won 11 of 14 games in the league, pushing their arch-enemy Arsenal into the Champions League. After the intermission of last year’s World Cup, Tottenham lost three games in five games in the league, and was badly repaired by Manchester City and Arsenal. After that, they immediately played a wave of 5 games and 4 wins.

A year ago, Tottenham started a one-way battle in March and finally won the fourth place. This season, they only have a single-line task in the league, and there are still 12 games to play, so they have a good chance of entering the top four.

If Tottenham can beat Wolves this Saturday, it will only be one point behind Manchester United, which ranks third. In terms of competitors, although Liverpool has been gradually on the right track recently, Newcastle suddenly lost power and its ranking dropped a lot.

In late April, Tottenham will play in Newcastle (away), Manchester United (home) and Liverpool (away) for eight days, and these three games are likely to determine their final league ranking.

If the media reports are accurate-Tottenham are making a list of candidates for a new coach, then they should want to wait until the summer to change coaches. Unless they are interested in an idle coach, such as Pochettino. But judging from the current sources, this is unlikely.

It is risky to change coaches rashly, but whether Kong Di can stay until the end of the season depends on whether the relationship between him and his players has really broken down. After yesterday’s game, Lisa Song couldn’t help firing. This doesn’t mean that the dressing room is out of control, but many media did break the news that some Tottenham players don’t like Kong Di’s indifferent style and monotonous training.

Levi should consult with veteran players such as Kane, Dale and Lori. The fans still have a little patience with Kong Di (if they lose Nottingham Forest again tonight, they may lose it). They didn’t sing for him in yesterday’s game, but they didn’t shout "Kong Di is dismissed".

In any case, Kong Di is a well-known commander who has experienced all kinds of rough seas. He is arrogant and uncomfortable to hear criticism from outside. If Levi chooses to keep him, he will definitely hold his breath and hit the doubter in the face: if there is an attractive prize in his contract, he must want to take it.

However, whether he has one game or 12 games left this season, his relationship with Tottenham Hotspur has really come to an end.

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