The 4D report tells you: What will happen to the world after the New Crown Outbreak

Editor’s note: This article comes from the WeChat public account “Tencent Technology” (ID: qqtech) , compilation: long Ge Chengxi.

Key points of the report:

1. The new crown epidemic changed our modern lifestyle, but our understanding of this change has just begun.

2. The previous epic virus has permanently changed the world, but because of the current information sharing and scientific technology, the impact of the new coronavirus may be weakened.

3. Scientists and experts in other fields are gaining more say.

4. Due to the large number of people working at home, digital transformation is accelerating. Work and life gradually reach a new balance.

5. From telemedicine to rapid fixed-point diagnosis, and then to the application of automation and artificial intelligence technology in the field of health care, this may sound the horn of strengthening the integration of technology and medical treatment.

6, “We are optimists and believe that the other side of despair is hope … We need large-scale interventions by governments, businesses and entrepreneurs (need to be effectively deployed in a logical manner) to achieve the other side. “

Tencent Technology News Bond Capital, a Silicon Valley venture capital firm that has invested in startups such as Slack and Uber, recently told investors via email that the high-speed spread and impact of the New Crown epidemic is similar to the 1906 San Francisco earthquake.

Bond ’s most famous partner, Mary Meeker, was once a bank analyst and is known for his annual Internet trend report. Many investors and entrepreneurs use it as a touchstone for current and future technological development. She also won the reputation of “Internet Queen”. Bond ’s 28-page report to the limited partner is structurally similar to the previous annual Internet report.

Tencent Technology exclusively produces a complete Chinese version of the report.

The following is the full text of the report (slightly reduced):

Our new world

[Preface]

Partner:

We are in an unprecedented environment. We have to learn every day, and we also need to absorb various data from this new world for pattern matching.

In this less formal report, we have sorted out the various trends that can be observed, which not only helps to understand the current situation, but also provides insights into the future.

For entrepreneurs who have the privilege of investing, in front of their natural leadership, we can always feel small, but these talents have been particularly evident in the past two months. To some extent, creating and building a company, guiding and promoting corporate transformation are all ongoing crisis management exercises. Successive challenges will only make the strong stronger.

Thank you for your cooperation, and hope that our observations can help you grasp the future.

[Directory]

1) The impact and aftermath of the new crown epidemic

2) Virus + microorganism = consistency + periodic disaster

3) Globally work together to innovate and fight viruses together

4) Rapid changes drive two-way growth …

  • Scientists / engineers / domain experts regain greater say
     

  • Rebalance work life
     

  • Accelerate digital transformation
     

  • As the economic growth momentum continues, on-demand services are emerging (for consumers and workers)
     

  • Modern technology must strengthen the government ’s role in stabilizing / stimulating the economy (and work)
     

  • 2020: A leap year for technology + healthcare?
     

  • Traditional Movement: Post-New Crown Revolution provides real-time participation clues for other companies

    5) “The end of the world will not happen frequently”: We will be able to survive the difficulties … but life will change …

    【Text】

    Our new world

    01 The impact and aftermath of the new crown epidemic

    Earthquakes are like a high-speed zipper that can tear the ground 138 miles apart in a minute—this is the case of the 1906 San Francisco earthquake. The big earthquake changed people’s way of life.

    The shock caused by the high-speed spread / impact of the new crown epidemic has similarities-as of April 16, 2020, the 94th day since the first report of a case outside China, 2.1 million people worldwide were diagnosed In pneumonia, 145,000 people died. Ninety-three percent of 193 countries / regions have new cases of coronary pneumonia, and the government ’s only option is to impose unprecedented social control measures, hoping to “level out the curve.”

    Picture Note 01: The new crown epidemic is spreading rapidly around the world, and the vertical axis is the number of countries with confirmed cases

    The top 20 countries / regions in GDP have implemented some form of social distance and / or segregation policies, which together account for 80% of the world ’s GDP and most of the population. The new crown epidemic has changed our modern lifestyle, but our understanding of this change has only just begun.

    This sudden change has made many of us (except those who are infected or who provide services to people in need) suddenly slow down from the original high-speed rush. Life around me became imprisoned, everything seemed to be back to another era-except to be able to understand the global appearance through streaming media technology around the clock.

    In the face of our “strong enemy”, the United States has come forward. Neighbors take care of each other, and charitable activities (usually local) are carried out one after another, providing expedient measures to those in need until a more sustainable solution is optimized. There are also more than 18 million medical personnel working like heroes on the front to “battle”.

    During the aftershocks, the economy has also stagnated and the number of unemployed has increased rapidly. At the current rate, the unemployment rate may reach its highest level since the Great Depression nearly a century ago in just a few months. Nearly one-quarter of US workers are employed in the most affected face-to-face jobs, such as catering services, hotels, retail and other services. About a month ago, 1/5 of Americans had lost their working hours or jobs. 73% of Americans say their family income has decreased.

    Comparing the data of the past 43 trading days with the U.S. unemployment rate and stock market trends from September 1929 to December 1936, we can find that the stock market trends of the two are very similar, but today’s unemployment rate is rising at a faster rate. Far higher than at that time. Other advanced economies have encountered similar shocks, and the chain effect in the trade area will worsen the global economy.

    Picture Note 02:

    Unemployment rate vs. stock market trend: 2020 (February 12-present) vs. 1929-1936. The blue line is the US unemployment rate, and the green line is the Dow Jones Industrial Average

    Strict control measures recently adopted around the world have forced governments of various countries / regions to finance various loans, liquidity, and stimulus projects at an unprecedented speed, scope, scale, and complexity. To stabilize and stimulate a weakening economy, the US government has pledged more than $ 2 trillion in assistance to consumers and the economy, and the Fed has pledged up to $ 2.3 trillion to expand existing SME loan programs and purchase municipalities. Bonds. These numbers may continue to rise.

    Picture Note 03: The US CARES Act (2020) is the largest and fastest stimulus policy in history

    When many things are still buzzing (economic growth / consumer spending / employment / salary …), such a crisis that is difficult to eradicate has come quietly, but we have not much room for fault tolerance .

    Picture 04: Although the personal deposit rate has risen, it is only 8%, compared with 12% 50 years ago … The debt to income ratio is 23% and 15%, respectively

    Picture Note 05: The US public debt / GDP ratio ranks 8th in the world (2018)

    For reference, the government ’s 4.3 trillion dollar monetary and fiscal stimulus plan is equivalent to 124% of US government revenue and 20% of GDP in 2019. Simply put, this will bring the total debt / GDP level to 127%, compared with 107% in 2019. Fortunately, there is some good news: As interest rates are close to historically low levels, the cost of new debt in recent years will be relatively low.

    Legend Note 06: US Income Statement: Over the years there have been expenditures> income. The average net profit margin over the past 30 years is -19%

    Picture 07: US Federal Debt as a percentage of GDP = 107% (2019), currently still growing

    Picture Note 08: US interest rates are close to the historical minimum … The total amount of federal debt is the historical maximum

    These numbers are huge. This is the largest / fastest such intervention in the history of the US government, at all costs. For better or worse, in the current situation, we all need to use this type of booster or rocket launcher ) To stabilize and restart to deteriorate rapidlyEconomy.

    These huge numbers may not be large enough—after all, the loss of one person ’s income will also cause the loss of another person, and so on … This multidimensional chain problem is still in its infancy.

    All of us are participating in testing the effectiveness of these unprecedented but unproven fiscal and monetary policies. This response can be described as rapid, large-scale, and a lot of capital mobilized, but can this stabilize the rapidly declining business trend and help companies recover short-term growth? Money is one thing, confidence is another. We will soon know the specific effect-we estimate that the business trend in the third quarter will be better than the second quarter, after all, the performance in the second quarter is too bad.

    The main challenges of this multidimensional situation include:

    1) Understand when people can safely leave their homes, to some extent restore their previous lives and restart the economy … while balancing privacy and civil liberties;

    2) Ensure that government funds are effectively put in place and help the economy to overcome difficulties;

    3) Help enterprises gradually resume production and resume work, and pay attention to that they may be closed regularly;

    4) Ensure that people have enough creative ways to resume work (and / or obtain support) to maintain long-term economic growth;

    5) Managing government debt—unfortunately, this increased during boom times—to avoid overburdening in the future.

    Picture 09: Statistics of epidemic diseases that changed the world

    The viruses added in the last century have become vicious killers. All these viruses originated outside the United States: the Asian influenza that killed 1.1 million people from 1957 to 1958 was mainly in Asia; the one that killed 1 million people from 1968 to 1970 Influenza in Hong Kong is mainly in Asia; swine flu from 2009 to 2010 killed 200,000 people worldwide; Ebola virus caused 113,000 deaths in West Africa from 2014 to 2016, and SARS caused 8,000 deaths in 2003.

    Despite itsOther regions (mainly Asia) have experienced viruses that are easy to spread and have a high mortality rate in the recent historical period, but the most recent major pandemic in the United States was the Spanish flu that broke out 100 years ago. Unfortunately, the three or four generations are enough to make many people forget the pain and are not prepared for the new crisis.

    The world ’s population is becoming denser and denser, creating a perfect breeding base for the new coronavirus.

    With the steady rise of digital connections, air travel, cross-border flows and trade activities, people are no longer subject to physical constraints and can travel almost without restrictions. In addition, people have moved from remote rural areas to densely populated and interconnected urban areas.

    Picture 10: The number of global netizens in 2018 was 3.8 billion, less than 15 million 20 years ago

    Legend Note 11: Global air passengers exceeded 4.2 billion in 2018, a year-on-year increase of 7%

    Legend Note 12: The number of global cross-border airlines reached 1.4 million in 2018, a year-on-year increase of 6%

    Legend Note 13: The global cross-border trade volume in 2018 was US $ 25 trillion, accounting for 29% of global GDP

    Figure 14: Global relative GDP (present value in US dollars): China and the United States are rising … Europe is falling (2018)

    Figure 15: Global population in 2018: continued migration to urban areas

    All these trends have created an ideal environment for the spread of viruses — hitchhiking on people or various surfaces, crossing hundreds of kilometers per hour, and entering a whole new world through land and sea. Under such circumstances, viruses can multiply quietly, making people unpredictable. The virus is also smart, and has achieved perfect evolution according to the surrounding environment. Its incubation period is very long, many people have no symptoms, and even the symptoms are relatively mild, causing most virus carriers to continue working and going out.

    Like a toxic cocktail, it can have unpredictable effects on humans: at first there are no symptoms, then nasal congestion, then cough, then breathing difficulties, and eventually death.

    This unpredictable nature is frightening, not only about being infected with viruses, but also alienating relationships. It makes us feel helpless in this fight against invisible opponents.

    We are all concerned about the duration and severity of the crisis, and we are also concerned / waiting / praying for the ebb of the new crown epidemic so that we can go out with peace of mind.

    The good news is that social distance seems to be working, and governments around the world have accepted this approach. With an unprecedented global response, the top 20 economies in the world are all under some form of blockade, with 19 countries / regions taking action within 4 weeks.

    Figure 16: The world ’s top 20 economies quickly implement social distance policies

    By studying epidemiological data from all over the world, we now have a better understanding of this disaster, faster than ever before:

    1) If no intervention measures are taken, the new crown epidemic will spread exponentially …

    The early consensus was that each person infected with the new coronavirus will cause another 2 to 3 people to be infected. In a world where ordinary people interact with 10-15 people every day, this can create hundreds of transmission opportunities for viruses in the infectious stage. Before the implementation of the social distance policy, the number of confirmed cases doubled every 3 days. Because of this, early warnings of infections of hundreds of millions of people are issued early.

    2) Extreme social distance prevention and control measures ….

    After implementing the control measures, countries / regions have seen signs of improvement. The time for doubling the medical records in two weeks has been extended to 6 days and in three weeks to 11 days. The countries / regions that first entered the blockade state have now reached the peak of hospitalization and mortality, and it has been four weeks since the most stringent social control measures were implemented. As a result, new daily cases worldwide have basically stabilized in April, and the number of cases in the world has doubled in about 15 days, indicating that it may have reached the peak of the outbreak.

    3) We do n’t know what will happen in the middle …

    We know the two extremes, but we do n’t know what will happen if we start to relax our guard. To this end, we have taken comprehensive and rapid testing measures, shortening the testing time from a few days to a few minutes. We need to deploy systems and tools one step at a time, measure the impact, and repeatedly find the most effective ways to contain the new crown epidemic until the vaccine is developed.

    Figure 17: Social distance greatly reduces the speed of epidemic transmission

    Figure 18: Daily new cases basically reach the platform stage in April

    Figure 19: Case doubling time was significantly extended in April

    A big problem facing the world is how to take the right relaxation measures at the right time and in the right place, while avoiding the second outbreak of immunization. We believe that technology can help solve this problem.

    03 Global work together to innovate and fight against viruses

    When people understand the devastating consequences of the plague pandemic of the past few centuries, it is easy to be afraid of the new crown epidemic.

    The big difference in today ’s world is that all-weather transparency allows people to form a wider sense of consciousness faster than ever, thanks to real-time global connectivity. Scientists and experts have started discussions / debates; citizens,

    Enterprises, entrepreneurs and governments have taken different urgent actions; actions and demands to reach a solution are also increasing at a record rate.

    The world has taken urgent medical and public health measures to stop the spread of the new crown epidemic:

    • Global information sharing—about 3,000 new crown papers were published, which is 20 times more than infectious diseases at the same stage.

      • Rapid mobilization of clinical research measures-about 500 new crown clinical trials are ongoing or completed in 34 countries / regions around the world.

        • Unprecedented scale-it is expected that clinical trial participants will reach 5 million.

        Figure 20: Number of new crown research papers published: The scientific community has responded faster than any previous period

        Figure 21: New Crown Clinical Trial: Approximately 500 clinical trials in 34 countries / regions

        Figure 22: 13 million people participate in clinical trials, major drugs / traditional medicine / biological tests

        In sports, we often refer to the “dream team” of different eras, such as the New York Yankees, the UCLA Bears, the Boston Celtics, the Chicago Bulls, the New England Patriots Alabama Red Storm and Golden State Warriors. Their tactical arrangement, teamwork and great victory are all fascinating.

        It is gratifying that the “Dream Team” of medical professionals worldwide is working in an unprecedented way. They respond quickly 24/7, share and iterate information / best practices / feedback on a large scale in real time, and also sort out many relevant information and share it with the outside world at an unprecedented speed.

        We have never adopted this kind of global collaborative rapid response to medical-related issues with the assistance of technology, which also includes collaboration and cooperation between the private sector and government / regulatory bodies.

        Can global experts respond quickly to the rapid outbreak of viruses with the help of data, technology, machines, and passion to respond quickly? We will know the answer soon. in spite ofTime is getting tighter, but we remain optimistic about the probability of success of this campaign.

        04 Rapid change promotes two-way growth …

        Many of our traditional activities are suddenly full of rhythm, or even stopped completely. But the impact of the new crown epidemic has also brought accelerated growth, allowing us to focus on other areas. Most of them are accelerating the existing trends in recent years. And most of them are related to digital technology.

        Here are some trends we are seeing now …

        Scientists / engineers / domain experts regain greater say

        In the work of BOND, we focus on the powerful role played by technology, innovation and science / engineering / data in the process of progress. We believe that the new crown epidemic has created a brilliant opportunity for the technology industry and its entrepreneurs.

        The industry has been driving growth and value creation in the US economy. If you consider the market value of listed companies as a measure of business momentum / success, and review the companies with the largest market value growth in the United States in the past 10 years, chances are they have the following in common:

        1) Technology / innovation;

        2) Digital business, usually based on cloud computing;

        3) The CEO has a degree in engineering / computer science;

        4) Founded approximately 30 years ago.

        At the forefront are Microsoft, Amazon, Apple, Alphabet / Google, and Facebook.

        These successful companies are led by well-planned planners-they will develop short-term and long-term (10-20 years or more) visions and business plans, with a focus on data, execution, iteration, engineering, and science.

        The events of the last three or four months highlight the need for large-scale forward-looking planning / implementation driven by data, as well as the need for modern technology. Whether in the industry or government departments, we are fully able to increase our focus on forward-looking planning while introducing more scientists / engineers / domain experts and giving them greater say. This is a good thing.

        Work-life balance

        For those lucky enough to continue to work during this period, it is obviously not enough to say that “the family order has changed the daily routine”. Technology investors know that Instagram ’s monthly active users have grown to 100 million in two years, and the “Fortress Night” game has gained 100 million monthly active users in a year and a half, but we have never seen one The software for enterprise users can, like the video collaboration platform Zoom, increase the number of active users from 10 million to 200 million in three months. Zoom has gained a place in the tech industry record book.

        Figure 23: Zoom user growth curve: 200 million daily participation in March, 20-fold growth in 3 months

        After the outbreak of the new crown, there has also been a surge in the use of apps (mobile chat and collaboration platforms) for enterprises-the number of new paying users in Slack tripled in the first quarter, and the information sent by each user every day The number has increased by 20%. At the same time, Microsoft’s Teams gained 44 million daily active users, which was a 3.7-fold increase on the week of March 19 compared with last week.

        In the past many years, we have spent a lot of time observing the evolution of working methods, including entrepreneurs working on online platforms (such as eBay / Etsy / Upwork / Airbnb), and those who make money through new models of on-demand service platforms Practitioners (such as Uber / DoorDash / Instacart), as well as employees of Automattic, Zapier, Gitlab and other companies who work remotely.

        In the past, technology companies often had large-scale office spaces, and they were crowded with employees who used laptop computers at standing desks. In order to avoid noise interference, they even wore headphones. Although these employees are in the same office space, they often use Internet tools to collaborate. We have a question, what percentage of employees need to work in an office space at the same time? Are there other better win-win solutions?

        From March 2nd, due to the impact of the new crown epidemic, technology companies in the Bay Area of ​​California have turned to home work. Many employees packed their laptops and personal belongings in bags, went home along their usual commute route, ate a meal, went to sleep, woke up early in the morning, and then started on a completely different table (Or sofa, kitchen countertops) began to complete the same work.

        In fact, this started a large-scale experiment that may change the way employees work in the office.

        We tend to invest in companies that were born in the past decade, and these companies often use the most advanced technologies and rely on cloud computing platforms. Forty to fifty percent of the employees of these companies mainly focus on product development and engineering technology.

        We conducted an informal survey of these companies, and we raised questions about the new home work environment:

        • From a higher level, do you think your company’s operating efficiency has improved?

          • Have your team or employees become more efficient?

            • Have these business units or teams become more efficient and comfortable?

              • Have these business units or teams become more inefficient and frustrated?

                • What tools do you use, video conferencing platforms, mobile chat tools or other?

                  • What positive surprises do you get from working at home?

                    • How do you maintain your corporate culture when working at home?

                      • What challenges or negative surprises does working at home bring?

                        • Assuming that your company ’s basic business will still need to operate according to the previously established plan within the next three to six months, how can you use the lessons learned from home work to adjust the way your business operates?

                          The following are some of the phenomena we discovered after working at home for a month and a half from technology companies:

                          • It is still too early-freshness may disappear and some businesses may be negatively affected, but it looks pretty good now.

                            • In terms of marginal efficiency, work efficiency remains at the same level or higher. Video conferences are still efficient if not abused, but these video conferences must start or end on time (or in advance).

                              • Relying on mobile chat tools and video platforms for information sharing and co-editing is very effective.

                                • Other employees outside the headquarters feel more integrated, and it is easy for these employees to join a video discussion.

                                  • Work time flexibility, commuting time savings, and family dining together are the greatest benefits to employees.

                                    • Management bottlenecks that existed in the past-related to employee performance or organizational design-will be magnified in a distributed work environment.

                                      • The biggest work efficiency and balance challenges come from parents and employees with young children or school-age children. Before the promulgation of the family order, there are other support systems to take care of these children. In addition, we also need to do some work to understand the psychological or physical pressure or challenges brought about by home work, especially in the current environment of home order.

                                        • Some technology companies value written communication and documentation (the so-called “Amazon model”). Their work plans all have written text that can be modified or shared. These companies are relatively easy to move to work at home. Many people realize that this written communication can absorb more valuable information feedback and make higher quality decisions.

                                          • “Creating an office” on the Internet can actually be successfully achieved, which also needs to include regular meetings and offline social experiences, such as work-related training courses, or sports fitness on the Internet activity.

                                            Although most companies already have departments or teams that work from home, many people also believe that after experiencing a forced home work, they will gradually move to a more distributed office in the future.

                                            Large-scale home office will also bring some problems, especially the following problems need to be dealt with:

                                            1. How to ensure that employees capture creativity and how to maintain work efficiency.

                                            2. How to judge which business units are completely suitable (or occasionally suitable or unsuitable)Work offline.

                                            3. How to maintain internal and external communication and corporate culture, recruit / train / develop / retrain employees, and manage human resources.

                                            4. With the growth of the number of employees working at home, how to manage technology and information security.

                                            5. How to implement staff recruitment when it is impossible to go to the headquarters or branch office.

                                            6. How to adjust the company’s official business travel and entertainment.

                                            The founder of a technology company said: “For newly founded companies or companies led by founders, they are more conscious of non-conformism and are more receptive to new things. Working at home is another worthy of embracing and giving play to New things with maximum energy. We are exploring various ways that will definitely bring a lot of bright spots. “

                                            Digital transformation acceleration

                                            Relatively speaking, when we review the business trends in the spring of 2020, the best performing companies have the following characteristics:

                                            1. Based on the cloud computing office model, employees can take their computing devices and work anywhere.

                                            2. The product has a stable demand, and the demand is stronger during the extraordinary period (from Maslow ’s demand level of food, water, residence, etc., all the way to entertainment demand)

                                            3. It has an online entity that is easy to discover and can seamlessly connect with consumers.

                                            4. They have a very efficient way to distribute products to consumers with as little contact as possible.

                                            5, products can make enterprises more efficient in terms of digitization.

                                            6. There is extensive (or emerging) social media.

                                            We noticed the following changes:

                                            • Local restaurants have switched from dine-in to take-out.

                                              • Local stores sell products on pure information websites.

                                                • The local community feels more cohesive.

                                                  • With the suspension of offline services, some major brands have improved their online services or sales.

                                                    • Education and training staff changed from face-to-face teaching to on-demand services and online classrooms.

                                                    • Students switched from physical classrooms to online courses.

                                                      • Family and consumers are turning to Internet entertainment.

                                                        • Food shop customers have shifted from shop purchases to online orders.

                                                          • The “foodies” have gone from dining out to dining at home.

                                                            • The doctor seeing the lesion from face to face becomes a telemedicine reception.

                                                              • The company’s chief operating officer or chief technology officer is increasing IT spending on cloud computing products.

                                                                • Many offline to online trends have continued for some time, and the new crown epidemic has only accelerated this trend.

                                                                  [Picture note 24: Restaurants shift to takeaway]

                                                                  [Picture 25: Shops sell goods online]

                                                                  [Figure 26: The community feels more united]

                                                                  [Picture 27: Big brands expand network services]

                                                                  [Picture note 28: Teaching personnel shift to online education]

                                                                  [Picture Note 29: Students turn to online courses]

                                                                  [Picture Note 30: Students turn to online courses]

                                                                  [Picture note 31: Family shifts to internet entertainment]

                                                                  [Picture 32: Food shops turn to online ordering]

                                                                  [Picture 33: “Eating goods” instead of dining at home]

                                                                  [Picture 34: Doctors turn to telemedicine]

                                                                  [Picture Note 35: The company increases cloud computing expenses]

                                                                  The rise of on-demand services has become the driving force of economic growth (includingConsumers and businesses)

                                                                  On-demand services have been developing over the past years. In this new crown epidemic, many head-on-demand service companies have been negatively impacted.

                                                                  Some leading on-demand service platforms, such as Uber and Lyft in the car-hailing area, and Airbnb in the homestay industry, have experienced a decline in business volume due to home orders, social distance, and border closure.

                                                                  On the other hand, the demand for on-demand platforms (Instarcart / DoorDash, etc.) for the distribution of groceries and catering has soared, and large-scale recruitment of new employees has also driven the business of local food stores, restaurants and other necessities stores.

                                                                  Overall, we believe that on-demand and home delivery services have permanently expanded their market share through an extraordinary period. The convenience that these on-demand platforms bring to consumers is self-evident. We continue to judge that the importance of on-demand platforms for providing flexible jobs in the United States is underestimated. In many parts of the world, especially in Asia, on-demand services are more popular and advanced than the United States.

                                                                  The on-demand economy is huge, and the size of the US market has been growing. According to statistics, in the beginning of 2018, consumers in the US on-demand economy had reached approximately 56 million people. Professional agency Checkr said that its on-demand employee background verification service has received verification applications from 11.5 million employees in 2019. For reference, the statistics of the US Department of Labor in March show that there are 156 million people employed in the United States.

                                                                  [Picture Note 36: US on-demand economy consumers have doubled in two years]

                                                                  [Picture Note 37: The rapid growth of US on-demand economic practitioners]

                                                                  [Picture Note 38: The number of on-demand platforms is large and growing fast]

                                                                  [Picture Note 39: On-demand economy brings income generation opportunities and work flexibility]

                                                                  Although there are many uncertainties in the current world, we have mastered the following phenomena:

                                                                  1. The way people work is changing;

                                                                  2. Many people lost their jobs;

                                                                  3, many people are financially insecure.

                                                                  We believe that the following changes will occur in work:

                                                                  • The way you work will continue to evolve rapidly

                                                                    We are experiencing a large-scale short-term re-allocation of labor resources that has never occurred since World War II. The impact of the new crown epidemic has caused labor shortages in transportation, supply chain, food retail, health and other fields. On March 19, Wal-Mart announced plans to recruit 150,000 hourly workers. On March 23, CVS announced that it would recruit 50,000 full-time or part-time employees. Recently, recruitment notices from recruitment sites such as ZipRecruiter have shown that jobs in transportation (driving trucks), e-commerce (warehouses, supply chains) and healthcare have grown on a large scale.

                                                                    [Picture 40: The new crown epidemic has caused a surge in the demand for personnel in some industries]

                                                                    • On-demand work will continue to change and become a more important part of the US economy.

                                                                      The on-demand economy allows employees who are laid off to register on multiple platforms at the same time, and arrange their time reasonably (such as taking care of children and studying, etc.). As food, catering, e-commerce and other fields accelerate again, the industry lacks sufficient employees. On March 23, American errand purchasing company Instarcart recently announced that it will recruit 300,000 full-time purchasing staff. On March 16 and April 13, Amazon announced twice that it would recruit a total of 175,000 warehouse and courier workers.

                                                                      • At work, multi-party synchronous or asynchronous communication and feedback based on new technologies will become more and more important

                                                                        For on-demand service companies, this rapid and focused communication is very important. For example, Uber drivers can quickly obtain information on passenger orders through software. This communication is being used more in traditional jobs. Thanks to the recent use of Zoom, Slack and Microsoft Teams software). This communication has even become an effective training tool. We anticipate that this internal communication will become more important for the operation of various enterprises, which can improve work efficiency and satisfaction.

                                                                        In general, the new crown epidemic has become an external force, which has led people to rethink the nature of work and provide necessary training and education to maintain vitality. Posts on demand platforms will become an important channel for the government to help people re-employ.

                                                                        [Picture note 41: Uber driver ’s internal communication and feedback platform]

                                                                        [Picture Note 42: Internal communication platform provided by Slack]

                                                                        The government must rely on new technology in stabilizing and stimulating the economy and employment

                                                                        In the future, we will see debates on many issues, such as whether governments stop the economy, whether it is wise to send people home, whether the timing is correct, and how governments can restart the economy and send people back to their posts.

                                                                        But at the moment, governments across the country face many immediate challenges. As mentioned earlier, they must:

                                                                        1. Understand when to let people leave their homes safely, continue their previous lives, and restart the economy, but at the same time, we must balance personal privacy and civil rights.

                                                                        2. Ensure that government funds reach the right place effectively to help alleviate the sudden economic slowdown.

                                                                        3. Help enterprises to wake up and re-operate, while also considering possible closures in the future.

                                                                        4. Make sure that people can return to work (or receive help) through innovation or a variety of sufficient ways to ensure long-term economic growth.

                                                                        5. Manage government debt (unfortunately, government debt also rises during normal times) so that some financial risks will not drag our future.

                                                                        The new crown epidemic has already attacked humans, in fact, it has also attacked our system. We know that some groups with existing diseases are the most vulnerable to the new coronavirus. Similarly, our government also has some “existing symptoms”. This issue transcends bipartisan politics: the operating systems or technologies that our government uses every day are too old, too fragile, and inefficient. The new crown epidemic has exposed this. We hope that the new crown epidemic will become a driving force to upgrade the technology and business processes of the government that should be implemented long ago, so that these systems ensure that the government can effectively connect taxpayers, voters and citizens.

                                                                        In different regions, the government is already considering the time and process of restarting the economy. As social personnel exchanges increase, there may be new hot spots for virus outbreaks, so we believe that the process of economic restart will be slow and stable. Throughout the world, we have seen successful examples of governments in countries that have used the advantages of technological infrastructure to inform citizens and monitor the spread of the new coronavirus in a highly coordinated manner. Singapore uses WhatsApp, Twitter and Telegram to broadcast the daily news of the new crown epidemic to the public in four languages. In South Korea, the government has launched the “Corona 100M” software. If there are people diagnosed with the new crown virus within 100 meters, the software will issue a warning.

                                                                        [Picture Note 43: Singapore ’s New Crown Outbreak Announcement]

                                                                        Some software tools have emerged to track which people or companies have received government assistance funds and how they have obtained them. The efficiency of these tools varies, but we think they will be improved in the future.

                                                                        Although the government is still considering how to transfer aid funds to the public, many companies have emerged in the payment industry, and they have established direct, easy-to-use payment channels that can be upgraded on a large scale to consumers. These companies include financial institutions (including credit card and payment companies), communication companies, and Internet companies (including API-based companies). Currently, the industry dialogue is very active and has broad prospects. Encouragingly, we have seen the US government undermine the use of traditional checks in the implementation of financial aid programs, and let some Internet finance companies participate in emergency aid loan programs, such as Intuite, PayPal, and Square.

                                                                        Now it is difficult to predict the situation after the US restarts its economy. Many companies will never resume work, and many companies (including large or small enterprises) will resume normal work. Some companies will become more powerful (the performance of some companies Surprise us). There will also be new startups that were simply not seen a few years ago.

                                                                        Businessmen know that it takes only one day to shut down a company, but it takes years to restart a company. For many companies, 2020 will be a “lost year”, and these challenges will continue until 2021, when ideal, many of the well-known business formats will return to the level of normal periods.

                                                                        We believe that the new technologies related to home work, on-demand platforms, mobile consumer products and software that have been born in the past decade will play a key role in balancing public health and the restart of the US economy in the future.

                                                                        The government ’s current fiscal and monetary stimulus plan and ongoing unemployment relief are not sustainable in the long run. In order to return to a calm state of mind, in order to ease the cost of government and taxpayer financial assistance, people need to return to work. We hope that in the next few weeks, the government ’s work priorities in some areas will be made public, and we hope that some of our excellent companies can help people find traditional or new models of employment opportunities and make their own contributions in the field of health care. power.

                                                                        2020 = Year of technology + medical?

                                                                        The first line in fighting the New Crown epidemic is mainly those medical institutions or individuals that make up the US healthcare system. A large number of medical “heroes” have emerged from these people. They have forgotten the dangers of individuals and families and joined the war against the new coronavirus. The United States needs to thank and honor these medical personnel.

                                                                        Unfortunately, this outbreak exposed many structural problems in the US medical system. The new crown epidemic may become an alarm bell, prompting us to reflect on the huge annual medical and health expenditure. Last year, the US federal health care expenditure was as high as 1.2 trillion US dollars, equivalent to 8% of the US GDP, and accounted for 28% of the US federal government budget.

                                                                        In this crisis, we discovered two important phenomena:

                                                                        1. Since the Spanish flu epidemic in 1918, the medical service system in the United States has not improved as we thought.

                                                                        Technology and innovation have not affected the course of patients in primary treatment. A patient showed symptoms and he went to see the doctor (if it is in the background of the new coronavirus may also expand the infection), the doctor mainly diagnoses through the exposed symptoms, the doctor let the patient go home to keep the observation, the patient either recovers himself or the condition It deteriorated until it was sent to the emergency room. In primary treatment in the United States, this face-to-face diagnosis and treatment cycle is repeated 500 million times. This medical model has not changed much in a hundred years.

                                                                        [Picture 44: 500 million primary visits per year in the United States]

                                                                        2. The amount of data is abundant, but lack of contact and insight

                                                                        In the early days of the New Crown Outbreak in the United States, the federal and state governments exchanged spreadsheet files to manually monitor hospital utilization. Due to the lack of correlation between these data, public health officials can only rely on traditional index models to make predictions, but small changes in theoretical assumptions can cause these models to undergo very sensitive changes. Although the United States has invested heavily in the field of electronic health records over the past few decades, there are still hundreds of “dark pools” of unrelated medical data. Even with this data, the medical department is overwhelmed by the workload of huge data, so they cannot benefit from the digitization of medical information.

                                                                        [Picture Note 45: Electronic Health Record]

                                                                        [Picture 46: Workload burden brought by health data]

                                                                        As the United States continues to promote medical decentralization, weaken the status of hospitals, and allow patients to acquire greater capabilities like consumption, we believe that many emerging medical technology trends will be accelerated by this new crown epidemic.

                                                                        • Remote health: Remote health is faster, provides better quality of service, and costs less than traditional methods. In the past few years, telemedicine has developed rapidly, and in the new crown epidemic, telehealth services can allow patients to see a doctor at home, which has flattened the curve of new viral infections and saved people’s lives.

                                                                          • Networked devices: If medical monitoring devices connected to the Internet are combined with telemedicine, they will be able to compete for therapeutic effects and obtain better therapeutic effects in various diseases such as chronic diseases to infectious diseases.

                                                                            • Rapid on-site diagnosis: Although molecular testing techniques for rapid and accurate diagnosis have been in existence for more than a decade, molecular testing has not yet entered homes or even some hospitals. Now is the time to look forward to the emergence of the “iPhone” (significant innovation) in the field of diagnostics, where many technology companies have made significant progress. The New Crown epidemic reminds us that some policy and regulatory obstacles in the field of molecular testing and diagnostics need to be transformed into an incentive policy as soon as possible to encourage innovation in this field.

                                                                              • Connecting to the dark pool of data: The healthcare industry has just begun to embrace modern big data architectures including interoperability and application programming interfaces. In the new crown epidemic, the pressure to connect medical systems is greater than ever. We expect some innovative companies and government support to accelerate the connection of data systems while avoiding the complicated system integration requirements of some projects in the past.

                                                                                • Use automation and artificial intelligence: This crisis reminds us enough that our healthcare human resources are already very tight. Automation in the medical field will continue to develop, reducing workload and improving the quality of data acquisition. Applied artificial intelligence has begun to combine with abundant electronic health record data to bring medical institutions the data insight they need at the right time.

                                                                                  [Figure 47: Google’s “telemedicine” search volume]

                                                                                  Traditional sports = The evolution of the post-new crown era provides clues for real-time interaction in other industries

                                                                                  Americans’ love for personal contact or “close-to-close” sports is legendary. The most popular sports in the United States are football, baseball, basketball, football, ice hockey and other sports. Other popular sports include sports with limited physical contact, such as motor sports, golf, e-sports, etc.

                                                                                  In most popular sports, it is difficult for athletes and fans watching the game to maintain a social distance. Sports competition organizations around the world are being forced to rethink how athletes (fans) confront each other in the competition, and how the experience of the sports competition site will change in the next 2 to 12 months.

                                                                                  Before the emergence of the new coronavirus vaccine, will the measures taken by Shanghai Disneyland (such as wearing masks, temperature measurement, and health codes on smartphones) become the new normal in sports games? Will we biometrically identify fans? What should athletes and team staff do?

                                                                                  In the new world of the post-new crown, sports competition has experienced rapid evolution, which has brought some inspiration to other industries that require real-time interaction. These new models look a bit like a huge Zoom video conference room. We saw that Twitch and Discord went beyond the traditional game live application scenarios (including connection, sharing and collaboration) and began to enter social or commercial application scenarios. This trend will continue.

                                                                                  Traditional sports or professional leagues (such as Formula One and NASCAR racing) go online

                                                                                  On March 17, the racing alliance NASCAR & iRacing announced the launch of the new eNASCAR iRacing Pro Series Invitational, which is a competition that includes the best drivers in the world today. For iRacing, an amateur racing league born in 2010, this isAn evolution driven by the new crown epidemic. Racers use a simulator (usually at home) to chase, and the game is broadcast live on Fox Sports Channel, along with social media activities. In summing up the event, NASCAR stated: “Before we can return to the track, the entire NASCAR community decided to provide our passionate fans with a unique, fun and exciting racing experience on the race day.”

                                                                                  On March 22nd, the first virtual racing competition was held on a virtual Homestead-Miami Speedway. Dunning Hamlin, who won the Daytona 500 championship three times, won the competition. Driving barefoot, my daughter cheered on the sidelines. It is worth noting that Dale Earnhardt Jr., a legendary driver who has retired, also participated in the race, ranking second.

                                                                                  The second race held at the virtual Texas Speedway on March 29 attracted 1.3 million spectators (a 43% increase from last week), breaking the eSports TV viewing record created by the race last week. Although the organizers did not award bonuses to the winners of the Pro Series Invitational Tournament, some drivers are also fighting for sponsors for body painting ads. Recently, Payne National Gaming Company announced that it will become a sponsor of the virtual Dover International Speedway competition on May 3, this game will broadcast some of the special content of Payne subsidiary Barstool Sports stars to enhance the interactive experience of fans.

                                                                                  [Figure note 48: Emerging online racing]

                                                                                  [Figure 49: Emerging online racing]

                                                                                  On March 22, Formula One launched an online racing “virtual Grand Slam” event, Formula One drivers and some celebrity stars participated in the virtual Bahrain

                                                                                  Sakhir races on YouTube, Twitch and FacebookThe live video broadcast received 3.2 million viewers.

                                                                                  Traditional sports tournaments (such as college basketball leagues) turn to the Internet, artificial intelligence predicts results

                                                                                  On March 11, as an alternative to the March Madness 2020 league, members of the American University Basketball League on the Reddit website sub-community hosted 68 teams to participate in the virtual NCAA tour, using the game software College Hoops 2K8 . These matches were broadcast live on YouTube. In addition, artificial intelligence technology also predicted the results of the match.

                                                                                  [Picture 50: Emerging Virtual Basketball League]

                                                                                  [Picture 51: Emerging Virtual Basketball League, YouTube Live]

                                                                                  [Picture 52: Emerging Virtual Basketball League, YouTube Live]

                                                                                  Traditional players and “game players” (NBA and FIFA) are fighting online

                                                                                  On March 18, some game “players” held a virtual game through FIFA 20 software, and more than 60,000 spectators watched the game on Twitch.

                                                                                  Starting on April 3, NBA & 2K Sports launched a basketball player to participate in the virtual tourBack to the game, the players included Kevin Durant, Trae Young and Harrison Barnes. The tour was broadcast live on the ESPN channel.

                                                                                  [Picture 53: Emerging Virtual Basketball League]

                                                                                  [Figure 54: Emerging Virtual Football Game]

                                                                                  Online competitive games continue to grow

                                                                                  In March, the game live streaming platform Twitch reached the highest level of use in history, with daily active users reaching 4.3 million peaks, average concurrent users reaching 1.9 million during peak periods, and live video streaming up to 4600 Ten thousand. The number of concurrent users on Steam, another gaming platform, reached a record high, with 20 million people online and 6.2 million games on March 15. Discord ’s video, voice and text chat platform tools for gamers have doubled in downloads over the past month.

                                                                                  On the Twitch platform, “League of Legends” became the most popular game. In the “League of Legends” championship series that professional players participated in, the peak audience was as high as 430,000, and the live broadcast time in March was 123 million hours. Other more casual game scenes include watching professional player training, celebrity celebrities holding a party to contact fans, or some users watching expert players and learning new technologies.

                                                                                  Even though the offline live sports events were forced to stop, e-sports and games provided a medium for users to integrate into the game (via games or live video tools), connecting friends and gamers in a virtual way, and Help players improve their technology through live streaming.

                                                                                  [Picture 55: League of Legends]

                                                                                  [Picture Note 56: Discord game player communication platform]

                                                                                  Humans will find various ways to compete in online and offline competitions, and sports competitions will continue to flourish. We believe that the media innovations surrounding sports events have the potential to change the consumption patterns of traditional sports and bring a richer interaction and entertainment experience to players and fans. In addition, we believe that as long as the health and safety are guaranteed, fans still prefer the sports competition opposite the line.

                                                                                  05 “The world will not end often” = We will survive the crisis, but life will be different

                                                                                  This quote comes from Brian Rogers, chairman and chief information officer of Puxin Group during the 2008 financial crisis.

                                                                                  We are optimists and believe that the other side of despair is hope. However, the other side will not come too fast.

                                                                                  Many experts predict that the other side will come within a few months, not a few years, which is relatively good news.

                                                                                  Although hand washing, social distance, and self-isolation are mandatory, we still need to provide personal protective equipment to the medical staff. Antiviral drugs, vaccines and virus testing, virus tracking and rapid diagnosis capabilities.

                                                                                  We also need large-scale interventions (effectively deploying resources) by governments, businesses, and entrepreneurs to reach the “other side” as early as possible. All of us must unite to ensure that the economy restarts and jobs resume so that people will be able to work, have adequate security, and take care of themselves.

                                                                                  As the former US Secretary of State and National Security Advisor Kissinger wrote, “This outbreak will change the world ’s landscape forever. Global leaders have learned important lessons from the 2008 financial crisis.The economic crisis is more complicated. The economic contraction caused by the new crown virus is almost unprecedented in speed and scale. The United States must protect its citizens from the virus, and at the same time start an important work, that is, plan for a new era. . “

                                                                                  Our standard of living is threatened, some data shows that we are rushing to the next “Great Depression”, our confidence (and financial statements) will be impacted, the unemployment rate will be difficult to resist, the past two or three Ten years of economic growth (partly from globalization) has gone. In addition, the slowdown in economic growth will lead to large-scale social disturbances, and early border closures against globalization

                                                                                  Signals may develop into nationalism, supply chain restructuring, and anti-globalization waves. These may be true, but …

                                                                                  Although we feel some fear of what will happen in the coming months or quarters, in the long run, we still belong to the “dark before dawn” camp. We have learned not to underestimate America’s global competitive advantage.

                                                                                  American spirit and optimism, and the ability to rapidly evolve, can help this world become a better place.

                                                                                  If the new crown epidemic becomes a common enemy of mankind and can promote reform and progress in the following areas, what will the world become?

                                                                                  1. Reform and upgrade the government, medical and health, education and other fields, reduce operating costs and improve efficiency.

                                                                                  2. For the benefit of the people, improve communication and coordination between the government and enterprises.

                                                                                  3. Help people find jobs that suit their skills and lifestyle (or receive training).

                                                                                  4. Promote more cautious consumption.

                                                                                  5. Back to the root of human society, such as being closer to home.

                                                                                  6. Consolidate family bonds, consolidate communities, beliefs, or purpose ideas.

                                                                                  None of the things we need to experience is comfortable or fair. The situation may deteriorate before it improves. In order to become a better place, has the US heard the “wake-up bell”?

                                                                                  We hope so, let us find a better way to enter the “other side of despair” as soon as possible and more consciously.

                                                                                  At the end of the report, let us quote the observation of a female entrepreneur who was very good in her time, “When we entered this crisis, we were at a high economic and low social point, as a society Extremely divided. However, the New Corona virus does not make any distinction, and the response to it requires us to take united action, unite the public, private sector, neighbors, employees, medical staff, strangers, we entered this crisis at a high economic point, if At the end of this crisis, we see a more united nation and world, what will happen? “