Manchester city "lies in the crown"! Three consecutive Premier League titles+five in six years, copying Manchester United’s miracle and hitting the triple crown.

Arsenal lost away to Nottingham Forest, allowing Manchester City to win the championship three times ahead of schedule without bloodshed, becoming the second team in the history of Premier League to win three consecutive championships, and the real goal of Blue Moon is to attack the first Champions League trophy and triple crown in the history of the team!

Defend in front of the TV

After defeating Everton, Manchester City, which played 35 games, led the standings with 85 points, four points more than Arsenal, which ranked second and played one more game. After losing to Nottingham Forest, Arsenal only scored 84 points this season, which allowed Manchester City to celebrate the championship in advance. After beating Real Madrid to advance to the Champions League final, Manchester City players celebrated the championship in front of the TV this time.

In the history of Premier League, only Manchester United has won three consecutive championships twice before, from 1998-99 to 2000-01 and from 2006-07 to 2008-09 respectively. Since winning the championship for the first time in 2011-12, Manchester City has won two consecutive championships in 2017-18 and 2018-19, but was upstaged by Liverpool in 2019-20.

Like the 2018-19 season, Manchester City has been behind for a long time in the championship battle this season, falling behind by seven points at most, but finally won the championship by one point after defeating Liverpool 2-1 in the life-and-death battle, and won the Premier League, the League Cup and the FA Cup.

This time, Manchester City fell behind even longer, reaching 247 days, and Arsenal once led by 8 points. At the crucial moment, Manchester City took the lead after defeating Arsenal in the "final". After beating Fulham in the 34th round, Manchester City topped the standings for the first time after 73 days. In the final stage of the sprint, Arsenal were unbeaten in four games and only won in eight games, while Manchester City won 11 consecutive victories.

Dominance overtook Manchester United

After winning the championship five times in six years, Manchester City has won the Premier League championship seven times, second only to Manchester United, which won the championship 13 times, and the Red Devils have never won the championship since the 2012-13 season. In other words, in the past 10 years, Manchester City has won the championship five times, while Manchester United has never won the championship.

In fact, Manchester City has replaced Manchester United’s dominant position in the Premier League. From 1995-96 to 2000-01, Manchester United also won the championship five times in six years. Of course, Manchester United also won the championship eight times in the eleven years from 1992-93 to 2002-03.

However, in terms of results, Manchester City is even better. In these six seasons, the lowest score of Manchester City was 81 points in the 2019-20 season. This season, it has already scored 85 points with three rounds left. In the previous four seasons, Manchester City scored 100 points, 98 points, 86 points and 93 points respectively.

When Manchester United won the championship five times in six seasons, the highest score was 91 points in 1999-00, and the other four seasons were 82 points, 75 points, 79 points and 80 points respectively, far lower than Manchester City.

Hit the triple crown

Before the game against Chelsea, Guardiola said, "The Premier League is the most important event because the game lasts for 10 to 11 months." After winning the Premier League three times in a row, Manchester City has achieved one of the goals of this season, but their more important goal is yet to come.

After reaching the FA Cup and Champions League finals, Manchester City’s real goal is to become the eighth team in history and the second team in the Premier League to win the Triple Crown. Although it has never won the Champions League, Manchester City is the favourite to win whether it faces Manchester United in the FA Cup or Inter Milan in the Champions League.

If he can lead Manchester City to win the Triple Crown, Guardiola will become the first coach in history to lead two different teams to win the Triple Crown, thus entering the ranks of the best coaches in history.

As when he coached Barcelona, Guardiola also created a very controlling team when he coached Manchester City. Fans are still fresh in the memory of Ferguson’s shaking hands in the Champions League final, and after losing to Manchester City 0-4, Ancelotti couldn’t put his hands in the post-match press conference, which is enough to show the strength and deterrence of this Manchester City.

In fact, the media has been discussing whether Manchester City is one of the best teams in history. Chelsea coach Lampard pointed out, "I don’t know if Manchester City is the best team in history, but they are obviously an excellent team. Everyone praises their continuity. From this perspective, they are close to becoming the greatest team. I think they are the best team in the world at present. "

2023 Turpan Jiaohe Marathon starts

2023 Turpan Jiaohe Marathon starts

Turpan Media Center News (Text/Photo Reporter Gapar Liu Jian) On the morning of April 22nd, the "2023 Turpan Jiaohe Marathon" started in Jiaohe Old Town, and more than 2,300 marathon professionals and amateurs from all over the world participated.

On April 22nd, 2023 Turpan Jiaohe Marathon started. Turpan Rong Media Center reporter Liu Jianshe

The competition was hosted by Turpan Municipal People’s Government and jointly undertaken by the Municipal Bureau of Culture, Sports and Tourism, the Municipal Cultural Relics Bureau, the Municipal Sports Federation and the Autonomous Region Self-driving Sports Association. There are three events in the competition: full marathon (42.195km) men’s group and women’s group, half marathon (21.0975) men’s group and women’s group, and mini marathon (5km, male or female).

On April 22, the contestants ran on the ring road of Jiaohe Old Town. Turpan Rong Media Center reporter Liu Jianshe

On the same day, the world cultural heritage Jiaohe Old Town was full of colorful flags, cheerful music and passionate dance. With the start of the gun, the players rushed to the track, and the audience was boiling with shouts and cheers. Xia Qingwen, a contestant from Changsha City, Hunan Province, said: "The marathon is a test of body and will. I am very happy to come to Turpan to participate in the competition this time. I will come again when I have the opportunity."

On April 22 nd, the winner of the men’s team in the full marathon finally sprinted. Turpan Rong Media Center reporter Liu Jianshe

On April 22 nd, I won a group photo of the men’s team champion and runner-up in the whole marathon. Turpan Rong Media Center reporter Liu Jianshe

It is understood that Turpan held the first "Turpan Jiaohe Marathon" in 2016. After years of brand building and careful preparation, the "Turpan Jiaohe Marathon" has been successfully held for three times, and the international influence of the event is getting higher and higher. It has become one of Turpan’s boutique sports events. The total prize money of this marathon is 211,600 yuan, which is the highest prize money in previous competitions.

On April 22 nd, the women’s team champion who won the full marathon finally sprinted. Turpan Rong Media Center reporter Liu Jianshe

On April 22 nd, I won a group photo of the women’s team champion and runner-up in the full marathon. Turpan Rong Media Center reporter Liu Jianshe

In recent years, Turpan has vigorously promoted the integrated development of sports and culture, tourism, education, health and other industries, concentrated on the development of "sports+tourism", made a big article on the integrated development of cultural tourism and sports, and made it bigger and stronger, such as sports event tours, sports recreation tours and other tourism cultural brands and new formats. Since the beginning of this year, Turpan has successfully held a number of sports events, which not only enriched the format of scenic spots, but also enhanced the tourist attraction and brand influence of scenic spots, and further made Turpan’s tourism brand image known as the "Pearl of the Silk Road in the Holy City of Grapes".

Xiao Jianwu, Deputy Secretary of Turpan Municipal Committee, Party Secretary and Vice Chairman of CPPCC, and Secretary of Political and Legal Committee of Municipal Committee delivered a speech and announced the start of "2023 Turpan Jiaohe Marathon".

Video: Liu Yujie Zhu Fuping Wang Lingyue

With the appearance of ChatGPT, the world has entered the era of artificial intelligence.

Nowadays, the world is in the era of great acceleration of artificial intelligence, and various fields are constantly exploring and applying artificial intelligence technology, which also promotes the accelerated development of artificial intelligence. The following are some factors that accelerate the development of artificial intelligence:
  1. Explosive growth of data: With the development of the Internet, the cost of data generation and storage is getting lower and lower. At the same time, the popularity of various sensors, devices, Internet of Things and other technologies also makes a lot of data collected and stored, which provides more data bases for the training and application of artificial intelligence technology.

  2. Progress of hardware technology: With the development of computer hardware, especially the emergence of accelerators such as GPU and TPU, the training speed and effect of artificial intelligence have been greatly improved.

  3. Continuous optimization of algorithms: In the fields of deep learning and reinforcement learning, researchers constantly put forward new algorithms and optimization methods, making the application effect of artificial intelligence more outstanding.

  4. A large influx of investment: Artificial intelligence technology has broad application prospects, attracting a large number of investors and capital influx, which provides more financial support for the research and application of artificial intelligence.

With the continuous development and application of artificial intelligence technology, its influence will be more and more profound, changing our way of life and work.

ChatGPT, as a large-scale language model, represents the latest progress in natural language processing in the field of artificial intelligence. It is obtained through deep learning algorithm and a large number of corpus training, and can automatically answer users’ questions, generate articles, translate languages and other tasks.

The appearance of ChatGPT indicates that the field of artificial intelligence has entered a new era, that is, the era of large-scale pre-training model. Prior to this, the research in the field of natural language processing mainly relied on manually labeled data sets, and this method often required a lot of manpower, time and money. Now, using the large-scale pre-training model, we can automatically learn the laws of natural language through a large-scale corpus without manual annotation, which greatly improves the efficiency and accuracy.

In addition to the field of natural language processing, the large-scale pre-training model also shows great capabilities in computer vision, speech recognition, recommendation system and other fields. They can not only greatly improve the accuracy of the model, but also provide more possibilities for the application of artificial intelligence.

  1. Language understanding and generation: ChatGPT can be used to understand and generate languages, including natural language processing, text summarization, machine translation, question and answer system and so on.

  2. Personalized recommendation: ChatGPT can provide personalized product or service recommendations by analyzing users’ historical behaviors and preferences.

  3. Automated customer service: ChatGPT can be used to build an automated customer service system to provide customers with 24-hour uninterrupted support and service.

  4. Intelligent writing: ChatGPT can help people to quickly generate various texts, including press releases, advertising copy, product descriptions, articles and so on.

  5. Sentiment analysis: ChatGPT can identify and analyze people’s emotions, thus helping enterprises to understand users’ emotional tendencies and attitudes, so as to better improve the user experience.

  6. Self-driving: ChatGPT can help self-driving cars understand and respond to road conditions, traffic signs and other vehicle behaviors.

  7. Financial field: ChatGPT can be used for tasks in financial field such as risk assessment, anti-fraud and credit evaluation.

  8. Medical field: ChatGPT can be used for medical image analysis, medical record, drug research and development and other tasks in the medical field.

The application field of ChatGPT is constantly expanding and deepening, and many new application scenarios will emerge in the future.
Therefore, the appearance of ChatGPT marks the arrival of the era of great acceleration in the field of artificial intelligence. It is expected that in the next few years, the large-scale pre-training model will be widely used and popularized in various application scenarios.

Richarlyson’s offside goal was blown away! Create some assists, and Kong Di will give him 85 minutes to redeem himself!

Richarlyson’s offside goal was blown away! Create some assists, and Kong Di will give him 85 minutes to redeem himself!

Kong Di personally exposed Richarlyson’s evaluation of his own season, and it seems that he didn’t treat Richarlyson as an outsider!

After that, Kong Di also gave Richarlyson a chance to play, so that this vicious person who has confessed his bad state can find a chance!

In the third minute, Richarlyson scored a long pass from Skip!

Richarlyson, who had been depressed for a long time, did not celebrate passionately after making a gesture of shutting up. He vaguely felt that there might be offside!

Teammates don’t care about that. They rushed around Richarlyson and started cheering. Let me touch your lovely hedgehog head!

As a result, the right shoulder is offside!

Poor Brazilian!

After that, Richarlyson made a penalty for Kane and assisted Sun Xingyi to score!

Richarlyson’s performance, worthy of the No.9 jersey, has not scored in the Premier League since he moved to Tottenham, which is unfair to Brazilians! If Kane gives him a penalty, the Brazilian will definitely appreciate the captain’s favor!

Unfortunately, Kane himself is struggling to accumulate the number of goals in the scorer’s list! No, Harland has scored 28 goals.

Richarlyson still made captain Kane score!

Adult beauty, this story can give today’s Richarlyson, of course, Kane also accepted Richarlyson’s kindness. His goal count has reached 20!

"A gentleman’s adult beauty is not an adult’s evil. The villain is the opposite. " From The Analects of Confucius.

On one occasion, Zhang, a student of Confucius, asked Confucius how to enter politics. Confucius replied: to do a thing to the end, there must be no boredom; Do what you say. He added: "As a gentleman, he always helps others to do good things, instead of urging others to do bad things successfully. Little people, on the contrary, good things don’t help. Give a hand to the bad things.

Xu Deyan, the son of Prince Chen in the Southern Dynasties, and his wife, Princess Lechang, were afraid that their country would break, so they could not keep each other together. Because they broke a bronze mirror, they held each other’s hands and sold it in the city around the first month of the next year, hoping to meet each other. After Chen’s death, the princess disappeared into Yang Su’s house. De Yan arrived in Beijing on schedule, and saw a pale head selling half a mirror, which was half consistent. Deyan inscribed a poem: "The mirror goes with people, and the mirror returns to people; There is no shadow of the moon, and the moon is bright. " The princess won the poem, but she wept and didn’t eat. Know it, that is, call for moral words, return it to the princess, and return to Jiangnan to die.

Later generations have the story of "second time around", which is so poignant to the depths of human nature that tears wet clothes. If there is an opportunity to be an adult, try to do good deeds!

Perhaps Kane, after reading this, will secretly make up his mind to give Richarlyson a penalty in the next Premier League game.

Kong Di gave Richarlyson an 85-minute chance to play. There should be no problem in the rotation of Kurusevsky and Richarlyson and playing in the Premier League. The cup is over. Grasp the single-line battle in the Premier League. Kong Di’s strength is single-line combat.

The bank exploded, and the United States is going to have another financial tsunami?

Image source @ vision china

A brief introduction to Chinese businessmen

On March 11, 2023, the Silicon Valley Bank of the United States, which managed $175.4 billion in deposits, collapsed.

Founded in 1983, it is the 16th largest bank in the United States and one of the largest banks in Silicon Valley. By the end of 2022, the total assets under management of Silicon Valley banks reached 212 billion US dollars.

This is the biggest bankruptcy case of American financial industry since the subprime mortgage crisis in 2008.

01 trillion banks, can’t hold on.

On March 9, Silicon Valley Bank released a bad news:

The bank lost $1.8 billion because it sold $21 billion of securities in its portfolio. In order to avoid the liquidity crisis, the bank decided to sell common shares and preferred shares to raise $2.25 billion.

This bad news caused the share price of Silicon Valley Bank to plummet by more than 60% in a single day, and its market value evaporated by 9.4 billion US dollars.

On March 11th, even worse news came. The California Department of Financial Protection and Innovation announced the closure of Silicon Valley Bank, and the Federal Deposit Insurance Corporation was appointed as bankruptcy administrator to take over Silicon Valley Bank.

Although the Federal Deposit Insurance Corporation provides standard insurance of up to $250,000 for each depositor, it is not clear how much this will help the big customers of Silicon Valley Bank.

Silicon Valley Bank is very special. Most of its customers are technology startups and investment institutions, and it is a "to B" bank.

Since its establishment, the reputation of Silicon Valley Bank has been very good. So far, Silicon Valley Bank has supported more than 30,000 startups and more than 700 investment institutions, including facebook and Twitter. In the credit market of start-ups, it accounts for more than 50%.

The business of Silicon Valley Bank is not limited to the United States. It has branches in China, Indian, Israeli, British, German … almost the most important entrepreneurial market in the world.

In 2012, Shanghai Pudong Silicon Valley Bank was established. With the title of the first Sino-US joint venture bank in China, it has served more than 2,000 local science and technology enterprises in China. From artificial intelligence and big data to enterprise services, medical and health care, industrial internet and new consumption, all the hot spots are not absent.

Why did such a seemingly powerful and reputable bank collapse suddenly?

The answer is related to a key word:Federal reserve.

During the COVID-19 epidemic, in order to stimulate the economy, the US Treasury and the Federal Reserve passed a crazy rescue plan in 2020, injecting about 5 trillion US dollars into the financial market. In March of that year, the Federal Reserve cut interest rates by 150 points and kept the federal basic interest rate near zero. In 2021, Biden’s government continued to increase the code and approved the US rescue plan of 1.9 trillion US dollars again.

A large amount of water injection and the loose policy of zero interest rate have caused a surge in financial transactions and "stimulated" Wall Street into a prosperous period.

The Bank of Silicon Valley is also the beneficiary of this round of prosperity. In 2021, the amount of deposits in the technology stock bull market created by the liquidity of the Federal Reserve surged. At the end of 2019, the deposits of Silicon Valley banks were only about 60 billion US dollars, and in 2021, it reached the order of 190 billion US dollars.

After eating a lot of deposits, banks want to make money. The general way is to borrow money from commercial institutions and put the money out to eat interest.

The deposits of Silicon Valley banks originally belonged to these startups. Moreover, in recent years, the growth of technology and consumer industries has slowed down, and the financing needs of startups are declining, and loans cannot be released at all.

So, there is only one way for Silicon Valley Bank:Use customer deposits to invest directly.

In terms of investment direction, the choice of Silicon Valley banks is still relatively cautious. It allocates more than half of its assets to mortgage-backed securities.

The return on this investment direction is not high, and it is between 1.5% and 2% in yield to maturity. But the advantage is stability, not to mention that the cost of deposits used by Silicon Valley banks for investment is generally around 0.25%, which is still a steady profit.

However, the policy hand of the Federal Reserve changed this situation. The Federal Reserve, which had injected water crazily before, then began to raise interest rates crazily.

Since March 2022, the Federal Reserve has raised interest rates seven times in 2022, with a cumulative increase of 425 basis points. Eventually, the Fed will raise the target range of the federal funds rate to 4.25%-4.50%, reaching the highest level since the subprime mortgage crisis in 2008.

After entering the interest rate hike cycle, the investment assets held by Silicon Valley banks suffered a blow.

A very simple logic is:Even the federal funds have an interest rate of 4.5%. Who will hold mortgage-backed securities with a yield of only 1.5%?

As a result, the price of mortgage-backed securities began to plummet. At the same time, due to the change of financing environment, startups began to consume deposits continuously, and Silicon Valley banks were forced to sell assets to cope with liquidity, which led to a large number of floating losses in Silicon Valley banks and had to sell investment securities at a loss.

Until March 9, the Silicon Valley Bank, which really couldn’t survive, finally stood up and announced the fact that it had cut its own meat and suffered a sudden loss.

As soon as this news came out, it triggered a panic in the market, and everyone inevitably thought that there would be a big problem in the liquidity of Silicon Valley banks.

The collapse of the whole system of Silicon Valley banks inevitably happened.

02 Wall Street, chilly.

Under the Federal Reserve’s interest rate policy of "first drop and then increase", Silicon Valley Bank is not the only financial institution that has experienced ups and downs.

During the boom of Wall Street, the Wall Street financial giant Goldman Sachs Group also benefited greatly.

Its net income reached $59.3 billion and net profit reached $21.6 billion in fiscal year 2021, an increase of 137.25% year-on-year, setting a record high.The annual transaction income of the five largest investment banks in the United States, such as JPMorgan Chase and Citigroup, reached $100 billion for the first time in more than a decade.

In order to cope with the increasing business volume, Goldman Sachs set off a recruitment boom. By the third quarter of 2022, Goldman Sachs had 49,100 employees, a surge of 34% compared with 2018.

The number of employees in all walks of life has also greatly expanded. From the first quarter of 2020 to the third quarter of 2022, the number of employees at Morgan Stanley surged by 34%. The number of employees in JPMorgan Chase and Citigroup increased by 13% and 17% respectively.

But the good times won’t last forever. The interest rate policy of the Federal Reserve, after pushing the financial market to the top of the mountain, made it fall down severely.

In 2020-2021, under the bottomless water injection of fiscal and monetary policies, the American stock market was super prosperous and hit a new high. At the end of last year, the US Dow Jones index rose nearly 19%, the Nasdaq index rose 21%, and the S&P 500 index rose 27%.

By September 2021, their P/E ratios had risen to 25.9 times, 39.9 times and 26.6 times before the epidemic respectively, while their P/B ratios had increased by 6.73 times, 5.9 times and 4.51 times.

However, the interest rate hike in March, 2022 made the valuation of US stocks extremely cold. Since 2022, the benchmark S&P 500 index has fallen by 19.8%, or it will be the biggest annual decline since 2008. It’s like riding a "crazy roller coaster", described by Federal Reserve Chairman Powell.

The decline in the stock market has also slowed down IPO financing sharply, which has greatly reduced the business volume of Goldman Sachs. The number of transactions decreased by 73%, while the transaction amount decreased by 95%. Goldman Sachs’ financial report in the second quarter of 2022 showed that its net profit fell by nearly 48% due to the 41% decrease in investment banking income.

All kinds of unfavorable factors swept through, which made the net profit of Goldman Sachs increase between -40% and -50% in the first three quarters of 2022. At the end of October last year, judging from the results announced by the giants, JPMorgan Chase’s net profit fell by 17% year-on-year, and Bank of America’s net profit fell by 8% year-on-year.

This is really an ominous sign:The prosperity achieved by the Fed’s massive water injection a few years ago is coming to an end, and everyone should prepare for a hard life.

"Our future life will be very bumpy, and we must be more cautious in financial resources, especially in the short term",In 2022, David Solomon, CEO of Goldman Sachs, publicly stated many times that he hoped to control expenditure in the future.

The initial warning came from July. When Solomon saw the bleak second-quarter earnings report and judged that the US financial market would remain depressed for a long time to come, he immediately took precautions and told everyone in advance that Goldman Sachs would probably slow down recruitment and cut expenses in the future.

In September, Goldman Sachs first resumed its annual performance evaluation, which was suspended for two years during the epidemic. At that time, 500 people were laid off, and those who kept their jobs later found that their year-end bonuses were much lower than expected.

Regarding the future trend of Goldman Sachs, CEO David Solomon’s statement in an interview is:This will depend on the next Fed trend and inflation trend.

With the overall income of Wall Street investment banking business shrinking by about 40%, the largest banks have said that they will continue to lay off employees, and the whole industry is at the forefront of layoffs and optimization.

"Some people will be fired. We are laying off employees moderately around the world. For most enterprises, this is the situation after many years of development. "Following Goldman Sachs, james gorman, CEO of Morgan Stanley, also announced the layoff plan to the media.

Morgan Stanley has nearly 82,000 employees, and this time it announced about 1,600 layoffs, accounting for 2% of its total employees. In November 2022, the financial report data released by Morgan Stanley showed that its profit in the third quarter of fiscal year fell by 29% and its revenue fell by 12%.

Under such circumstances, JPMorgan Chase, Bank of America, Citigroup and other financial institutions are also considering cutting bonuses by one third or more. The incentive pay of wall street investment banks may drop by more than 45% as a whole.

Closely accompanied by the coldness of investment banks, there are deep worries about the prosperity and decline of the US stock market and anxiety about the Fed’s continued interest rate hike.What’s more, Wall Street generally has no hope for next year’s US economic forecast.

"The US stock market will usher in the worst year since the global financial crisis, and corporate profits will also suffer the same fate",Mike Wilson, chief US stock strategist at Morgan Stanley, warned the outside world.

The uncertain prospects of global economic growth make investors hesitate to invest for a long time. "We must assume that we will have some rough times in the future," David Solomon told the media. "We must be more cautious about financial resources and organizational scale.

On November 30, 2022, Powell once again publicly stated to the public that the fight against inflation in the United States is "far from over" and the Fed’s interest rate hike means "will continue for some time". He believes that,"In order to control inflation, we can even sacrifice certain employment and economy."

Continued aggressive interest rate hikes have made the market’s expectations of the US economic recession increase day by day. However, Biden said that the current economic slowdown is "not surprising" and he insisted that "the United States is still on the right path". And insist that even if there is a recession in the American economy in the future, it will be a very "slight" recession.

Wilson was very worried about the recent signs of weakness in the American economy under the warning of a recession. Perhaps the only good news is that Wilson assured the public that "fortunately, there are no signs of systemic financial risks or difficulties in the real estate market".

However, some business people represented by Musk are not so optimistic about the future.

Elon musk, CEO of Tesla, has warned people on many occasions that the US economy may face a serious recession lasting for one to two years. On November 30th, he wrote on Twitter again,"The Federal Reserve is continuously amplifying the possibility of a serious economic recession, and the US economic trend is worrying".

Jeff Bezos, the founder of Amazon, bluntly said in front of the media that the economic recession in the United States is close at hand. He even suggested that the American people should cut down their expenses as much as possible in the next few months and not buy big items such as cars and televisions.

The pessimistic attitude of entrepreneurs comes from their sober observation of themselves and their peers.

Just in January 2023,IBM announced that it will lay off 3,900 employees and reduce the number of its 280,000 employees by 1.4% in order to divest its medical and health business.

In 2022, the major technology giants in the United States have laid off more than 60,000 people. Many people think that this is the end, but they don’t know that this is just the beginning.

As soon as it entered 2023, Amazon confirmed the start of a new round of layoffs, and the number of layoffs is expected to reach 18,000, making it the largest layoffs in Amazon history;

Microsoft announced that it will lay off 10,000 employees at the end of March, and Google will lay off 12,000 people. Twitter’s goal is to reduce the total number of employees to the pre-IPO level.

Dr. Rouriel Roubini, who accurately predicted the financial tsunami in 2008, is even more pessimistic. He believes that the US economy will not only face inflation and fall into recession, but also usher in a "stagflation debt crisis".

"High inflation will bring higher interest rates, slow growth and weak labor market conditions, and it will also bring pain to families and enterprises," Powell explained to the public.

"We must control inflation. I hope there is a painless way to do this. But it didn’t. "

03 real estate, hidden worries reappear

As a core fixed asset, American real estate is actually in a delicate or even bad situation.

During the epidemic, the Federal Reserve continued to inject water for two years, which led to the financial prosperity and even the bubble on Wall Street, and also made American real estate once again reach a dangerous height and face risks.

In 2020-2021, the American property market experienced a boom that had never happened in the past two decades.

The term "How much will American housing prices rise in 2021" has increased by 350% in Google’s search frequency within one week.

"The price is almost heaven." A property buyer said excitedly, "Basically, it depends on grabbing. It is common for dozens of people to grab a suite. It is impossible to buy a house without increasing the price."

In April 2021, Mr. Zhang, a Chinese resident living in San Diego, California, told the media that a good house in the neighborhood of his home could be sold in about 10 to 15 days after it was hung up. In order to impress the original owner, the buyer must increase the price by at least 10%-20%.

"Every day, there are about thirty or forty groups of people waiting in line to see a suite. Many people come directly with cash, and sometimes they are directly robbed by the people in front before they get to themselves."

In 2021, 6.12 million properties were sold in the United States, reaching the highest performance since 2006. During the post-2020 epidemic, house prices in the United States rose by 43% in two years. At the same time, the data shows that house prices in 20 cities in the United States soared by 14.9%, the highest level since November 2005.

In the first half of 2022, the hot trend of the US property market continued. In February, house prices rose by 19.8% year-on-year, the highest increase in 25 years and four times the average increase in the past decade. In June, the median selling price of American houses reached the top, reaching $413,800.

Then, the violent interest rate hike by the Federal Reserve pushed the US property market to a cliff.

At the end of October, the mortgage interest rate in the United States exceeded 7%, the highest level in 20 years.

With the surge in interest rates, the confidence index of American home buyers quickly fell to 39, the lowest level since the 1980s. In December, the confidence index of NAHB home builders in the United States was only 31, lower than that in February 2007. An index below 50 indicates that the real estate market is in a contraction period.

Both buyers and sellers lack confidence, so that the originally fiery property market quickly entered the freezing period. At the same time, mclaughlin, chief economist of Kukun Company, boldly predicted that the good days when working families could easily buy high-quality housing anywhere in the United States were over. The soaring housing prices in the past two years may force them to extend the time for buying houses by five to ten years.

The rising interest rate has greatly increased the repayment pressure of buyers; The continued high housing prices have hit the purchasing power of buyers. In the end, the demand for house purchase dropped sharply, and house prices changed from rising to falling.

In 2022, the total sales of finished houses decreased for 11 consecutive months, and house prices could not keep increasing in the second half of the year and began to fall back. Diane Swonk, chief economist of KPMG, predicts that house prices in the United States may fall by 15% in 2023.

The sudden slowdown of the once-soaring real estate market has made the value of stocks firmly bound to real estate extremely uncertain. Nouriel roubini believes that the stock value will shrink by as much as 40% in 2023.

After experiencing the soaring housing prices in the United States during the two years of the epidemic, many people began to wonder whether the real estate bubble in the United States has piled up again. After all, one of the keys to the financial tsunami in 2008 was the real estate bubble. Now the United States is facing the double pressure of real estate and stock market, which makes people worry that a bigger storm is brewing.

Many people have forgotten that in 2002, former Federal Reserve Chairman Alan Greenspan said,"The prosperity of our real estate market is actually composed of a large increase in mortgage debt, which is unsustainable".

On the eve of the financial tsunami, American house prices rose by 10% every year, by 17% in 2005, and by more than 50% in the four years from 2003 to 2006.

In the five years from 2002 to 2006, the Federal Reserve raised interest rates 17 times in a row. As a result, the interest rate of housing loans has soared, and house prices have collapsed and fallen wildly.

The collapse of the property market brought down the stock market and plunged by 50%. Then the unemployment rate increased greatly, and household consumption and business investment decreased rapidly. Finally, the American economy fell into recession. Then it triggered a financial tsunami that affected the whole world.

Although Federal Reserve Chairman Powell is optimistic, he believes that the current American real estate is very stable, and there will be no recurrence of the 2008 crash and no economic recession. The mainstream view of the market also believes that the rapid rise of the US housing market during the epidemic period is not the same as that in 2008.

However, nowadays, large banks have closed down, technology and finance enterprises have laid off a large number of employees, the stock market has flourished and declined, and the hidden troubles in the housing market have reappeared. More and more people feel that this story is deja vu.

While they are worried, they keep speculating in their hearts: Under the operation of the Federal Reserve, will the collapse of the Silicon Valley Bank be just the beginning? Will the United States set off another financial and economic catastrophe?

Google released the "super brain" PaLM-E in history, and robots have become versatile since then.

What happens when ChatGPT has vision?

Editor’s note: ChatGPT has grabbed most of the limelight in the AI field during this time. But recently, an AI model PaLM-E launched by Google, which has visual ability and can guide robots without special training, has also shown impressive capabilities. The emergence ability of this largest visual language model so far makes people think about general artificial intelligence. The article comes from compilation.

On Monday, a team of artificial intelligence researchers from Google and Technical University of Berlin launched a multimodal visual language model (VLM), which is called Palm-E. The model has 562 billion parameters and integrates vision and language for controlling robots. Researchers claim that this is the largest VLM ever, and it can perform various tasks without retraining.

According to Google, PalM-E can generate an action plan for a mobile robot platform (developed by googlebot) with a mechanical arm, and then execute it by itself, just by giving it a high-level command, such as "Give me the rice cake in the drawer".

PaLM-E realizes this by analyzing the data from the robot camera, and the whole process does not need to preprocess the scene representation. In this way, there is no need for human beings to preprocess and annotate the data, and the control of the robot can be more autonomous.

In the demo video provided by Google, PaLM -E carries out the instruction of "get me a bag of rice chips from the drawer", which includes several planning steps and visual feedback from the robot camera.

This model is also flexible and can respond to the environment. For example, the PaLM-E model can guide the robot to the kitchen to take out the rice cake bag. Because PaLM-E is integrated into the control system, it can be tolerant of possible interruptions during the task. In a video example, the researchers put the rice cake bag picked up by the robot back several times, but the robot will find the rice cake bag again and pick it up again.

In another example, the same PaLM-E model is shown to control the robot autonomously through tasks with complex sequences. Previously, such tasks often required manual guidance. Google’s research paper explains how PaLM-E transforms instructions into actions:

We demonstrated the performance of PaLM-E in challenging and diverse mobile control tasks. In the setting, we mainly follow the setting of Ahn and others. (2022), that is, robots need to plan a series of navigation and manipulation actions according to human instructions. For example, give the instruction "I spilled my drink, can you bring me something to clean up?" After that, the robot needs to plan an action sequence including "1. Find the sponge, 2. Pick it up, 3. Give it to the user, 4. Put it down". Inspired by these tasks, we developed three use cases to test PaLM-E’s embodied reasoning ability: fitness prediction, fault detection and long-horizon planning. Low-level policies come from RT-1 (Brohan et al., 2022), which is a transformer model. It can use RGB images and natural language commands, and then output end-effector control commands.

PaLM-E belongs to the "next-token predictor", so it is called "PaLM-E" because it is based on Google’s so-called "PaLM" large language model (similar to the technology behind ChatGPT). By adding sensory information and robot control, Google "visualized" PaLM.

Because it is based on the language model, PaLM-E can continuously observe, for example, images or sensor data, and encode them into a series of vectors with the same scale as language tags. In this way, the model can "understand" sensory information in the same way as language.

Google also provided a demonstration video, which showed that a robot "gave me a green star" under the guidance of Palm-E. The researchers said that this green star "is an object that this robot has not directly touched before."

In addition to the RT-1 robot transformer, PaLM -E also draws lessons from Google’s previous work on ViT-22B. ViT-22B is a visual transformer model released in February this year. ViT-22B has been trained in various visual tasks, such as image classification, object detection, semantic segmentation and adding subtitles to images.

Google Robotics is not the only research group dedicated to robot control using neural networks. This research reminds people of the paper recently published by Microsoft (ChatGPT for Robotics), which also discusses the control of robots by combining visual data with large language models in a similar way.

Robots aside, Google researchers have observed some interesting effects, which are obviously because PaLM-E uses a large language model as its core. First of all, it has the performance of "positive migration", which means that it can transfer the knowledge and skills learned from one task to another. Compared with the robot model with single task, the performance of the former is significantly higher than that of the latter.

In addition, they also observed a trend of model scale: "The larger the language model is, the more it can maintain its language ability when training with visual language and robot tasks-in terms of quantity, the PaLM-E model with 5620 parameters almost maintains all its language ability. “

PaLM-E is the largest VLM reported so far. Although we have only received the training of single image prompt, we have observed the emergence of emerging abilities such as multimodal thinking chain reasoning and multi-image reasoning. Although this is not the focus of our work, PaLM-E has set a new SOTA (Best Performance) on the OK-VQA benchmark.

——Danny Driess

Researchers claim that PaLM-E has demonstrated its emergent abilities, such as multi-mode thinking chain reasoning (which allows models to analyze a series of inputs including language and visual information) and multi-image reasoning (which uses multiple images as inputs to make reasoning or prediction), even though it has only been trained with single image cues. In this sense, as the deep learning model becomes more and more complex, PaLM-E seems to continue to surprise people.

Google researchers also plan to explore more applications of PaLM-E in real-world scenes, such as home automation or industrial robots. They hope that PaLM-E can stimulate more research on multimodal reasoning and embodied AI.

The word "multimodal" is very hot now, and we will hear more and more in the future, because major companies want to make general artificial intelligence that looks like human beings to perform general tasks.

Translator: boxi.

Unlock the new milestone!

Unlock the new milestone! # Messi Club’s 300th assists # [Like]

Paris beat brest 2-1 in this round, and Messi assisted Mbappé to finish the lore in the 90th minute. This assist is the 300th assist in Messi’s club career, and Messi unlocked a new milestone in his career!

The specific distribution of these 300 assists is 269 assists in 778 games in Barcelona and 31 assists in 65 games in Paris. # Messi assists Mbappé # # brest 1-2 Paris Saint-Germain #

1:0! Harland outbursts: 28 goals in 26 games broke the team history record again, and Manchester City was 2 points behind Arsenal.

In the early morning of March 12th, Beijing time, the 27th round of Premier League continued, and Manchester City played away against Crystal Palace. In the first half, Rodley’s shot was saved by Guaita, and in the second half, Foden’s free kick was saved by Guaita. Then Alvarez turned to lead the ball and volleyed it high, Gundogan made a point and Harland hit it. In the end, Manchester City beat Crystal Palace 1-0 away.

Manchester City beat Newcastle 2-0 at home in the last round to win the local derby. However, Nalsen’s winner made the Gunners still lead the standings by five points, making it difficult for Manchester City to defend the Premier League title. Crystal Palace, headed by former Arsenal captain Vieira, has never won a game in the last 10 games, only four points higher than the relegation zone before the game, but they won 1 win and 1 draw against Manchester City in two rounds last season. In the first leg, Manchester City won 4-2 at home, and Harland scored a hat trick.

Although the key matchup of the second leg of the Champions League knockout round is about to come, Guardiola did not have a clear rotation in this game. The two main players, De Braune and Walker, all sat on the bench, and the four central defenders, Ake, Diaz, Akanji and stones, lined up in the defense line; Rodley, Gundogan and B are in the midfield; Grali, Foden and Harland teamed up to attack the Trident.

There is a big gap between the two sides in terms of strength. Crystal Palace directly stationed troops to defend, while Manchester City formed a siege. In the second minute of the opening, Grali made a cross from the left, Diaz headed the ferry, and Rodri shot was saved by Guaita bravely. In the 4th minute, Grali made a breakthrough through a dragon, and then a shot in front of the restricted area missed slightly. In the 26th minute, Akanji made a long-range shot outside the restricted area, and the ball grazed the crossbar. In the 28th minute, Rodley went straight to the left, Grali made a cross on the left, and Aker inserted it and passed it again. Harland outflanked in front of the door and pushed it high. In the first half, Manchester City had 72% possession and 8 shots, but the score was still 0-0.

In the second half, Manchester City continued to exert pressure. In the 55th minute, Grali won an excellent free kick for Manchester City, and Foden shot the free kick directly. Guaita once again turned the ball away. Seeing that the situation continued to be deadlocked, Guashuai took the lead in taking the initiative to replace people, and Alvarez went on stage to strengthen the attack. In the 60th minute, Grali sent a straight plug from the right, and Alvarez turned and led the ball, then volleyed high.

Until the 78th minute,Gundogan was thrown to the ground by Ollie in the penalty area, and the referee decisively awarded a penalty. Harland stood in front of the penalty and hit it, 1-0!Manchester City finally took the lead, which is Harland’s 28th Premier League goal this season. Even if Kane scored twice this round and increased the number of goals to 20, there is basically no suspense in the Premier League Golden Boot. It is worth mentioning that this goal is also Harland’s 10th away goal in the Premier League this season, and now his home and away league goals have reached double digits. Previously, only aguero in Manchester City achieved double-digit goals at home and away in the Premier League in the 2014/15 season, and Harland became the second player in the history of Manchester City to do this.

Thanks to the only goal scored by Harland, Manchester City took away three points with a 1-0 away win and won four consecutive victories in various competitions. In the case of one more round, the difference with Arsenal was temporarily narrowed to two points, and Manchester City will face Red Bull Leipzig at home next week, which will determine whether Manchester City can enter the key battle of the Champions League quarter-finals.

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.

Glazer postponed the sale of Manchester United again! If you win the triple crown, you may raise the price again and want to sell 8 billion.

The Glazer family has postponed the deadline for Manchester United’s potential acquisition. According to the British "Daily Telegraph", the American boss will now decide whether to sell the club in June. Previously, it was expected that the earliest time for Manchester United to be sold was March, and it is now difficult to achieve it.

The Telegraph reported that if the Glazers wanted to sell the club, June was considered a more realistic timetable. They want to receive at least 6 billion pounds now, but the bids of Sheikh Jasim bin Hamad Al Thani from QIB consortium in Qatar and Sir Jim Ratcliffe, the former richest man in Britain, are far below this estimate, only 4.3 billion to 4.5 billion pounds.

Theoretically, Manchester United’s acquisition process has entered the second stage. On Thursday, officials of Elliot Management Elliot, an American hedge fund, took the lead in meeting with Rennes Group, which is in charge of Manchester United’s sale process, and Ross Childe, the financial adviser of Glazer family, also attended.

Elliot Foundation is willing to invest in Manchester United, including investing 2 billion pounds to repair Old Trafford, but does not intend to buy it out. They can earn the difference by doing what they did to AC Milan in the past, which can also leave the Glazer family with the option to continue to hold Manchester United.

Elliott’s representatives watched the Europa League at Old Trafford on Thursday. Next week, representatives of the Ineos Group of Sheikh Jassim and Ratcliffe will attend the detailed introduction in Old Trafford. Although only the above two parties have made their bids public so far, at least one or two other potential vests are also interested in buying Manchester United.

The British "Sun" said that a consortium organized by fans also intends to make an offer for the acquisition of Manchester United. CBS reported that the consortium hopes to "use the collective strength of Manchester United supporters around the world to regain control of their beloved clubs". This consortium will be composed of private investors and fan foundations, and fans can buy NFT digital rights certificates in exchange for membership and some control over decision-making.

The source said: "This will be the first time the club has heard about this project. We will send the details to Manchester United and invite the club, club representatives and fans to ask questions. The mission behind Manchester United is to reform the ownership structure of elite sports by giving fans the highest say. 」

However, former Manchester United defender gary neville is worried that the Glazers will use Elliott’s investment to keep the club or raise the selling price. Neville said on British Sky Sports: "It looks like a play between Joel and avram Glazer, either staying in control of the club or forcing other bidders to raise their bids. 」

The Glazers don’t mind waiting and seeing. If Tenghage can lead Manchester United to win the Europa League and the FA Cup again and achieve the "triple crown", they can completely raise the club’s price tag to their dream level of 8 billion pounds!

Kaveh Solhekol, the chief reporter of Sky Sports, said that even the wealthy Qatar consortium may give up the acquisition if the Glazers don’t cut prices, because they don’t want to be the lamb slaughtered by the lion.

Sky Sports pointed out that many people think that 4.5 billion pounds is an incredible sum for a club that has lost money for three consecutive seasons. Bloomberg’s report quoted a football club valuation model, saying that Manchester United is actually only worth 850 million pounds. But Manchester United belong to the Glazer family, so they can decide what will happen next, and it is not yet certain whether they will decide to sell.