Most of the world greatest investors such as Phillip Fisher, Warren Buffett, and Peter Lynch have stressed the importance of thinking independently and recommended investors to take a solitude path of their own.

For example, Peter Lynch, ex-fund manager of Magellan Fund, once said “If no great book or symphony was ever written by committee, no great portfolio has ever been selected by one, either”. Hmm, is there any good reason to work as a group then?

Groups could outperform experts

Evidence suggests that with the right structures and culture in place, group and team decision-making can be far better than that of even the wisest and most expert individual.

Case in point, Psychologist Tetlock and Gardner (2015) compared how teams performed in forecasting tournaments in comparison to individuals. The teams which got some training in teamwork where on average 23% more accurate than individuals.  This means there is a lot to gain by getting it right.

Conflict-avoidance culture instills groupthink

It is not working as a group that becomes a problem, groupthink is. As human beings, we have desire to live in harmony. This preference however tends to cause irrational decisions when we work in a group. We tend to compromise decision outcomes for the sake of peace.

The danger of groupthink lures in any organisation. While groupthink is an international phenomenon, we feel we are especially vulnerable to this given many of our team members are from Indonesia.

The Indonesian culture is very conducive to groupthink as relationships, harmony, and hierarchy play a large role in Indonesian business culture.

For example, subordinates may feel uncomfortable to speak up and bring bad news or true information. In such culture, when leadership claims that the sky is green, his subordinates may concur. This obviously limits the potential to improve investment decisions by aggregating many views.

We try to mitigate this by hiring analysts who dare to speak up, but this does not solve the problem entirely. We are still exploring how we can best improve on this. However, we have several potential solutions as explained below.

Ways to prevent Groupthink in investment decision

So, what steps can we take to “de-bias” our (investment) team’s decision-making? Psychologists Cass R. Sunstein and Reid Hastie (2014) propose various ways to make “dumb groups smarter”.  Here are some of them:

Silence the leader – When leaders refrain from expressing their views at the outset, team members are less inclined to self-censor contradicting views and information.

“Prime” critical thinking – When people are given a “getting along” task, they shut up. When given a “critical thinking” task, they are far more likely to disclose what they know. The key is for the leader to promote disclosure of all information, critical thinking, and thoughtful disagreement.

Appoint a devil’s advocate or a “red team” – ask some group members to defend a position that is contrary to the group’s inclination (the devil’s advocate) to discipline and strengthen collective reasoning.

Or take it to the next level by creating a red team whose job is to construct the strongest possible case against a proposal or a plan. Such team should sincerely try to find mistakes and exploit vulnerabilities and be given clear incentives to do so.

The Delphi method – This approach involves several rounds of unanimous estimates (or votes) followed by group discussions until the participants converge on an estimate. The anonymity insulates group members from reputational pressures and thus reduces the problem of self-silencing.

Two other ways we came across were promoted by Psychologist Gary Klein and fund manager Ray Dalio:

Premortem – Psychologist Gary Klein proposes to conduct a premortem. This is an exercise in which team members purposefully imagine that the project they are planning just failed and then generate plausible reasons of its demise. The very structure of a premortem makes it safe for team members to identify problems.

Weighted decision making – Ray Dalio shows in his book Principles that he goes to great lengths to prevent Groupthink. He believes that thoughtful disagreement by independent thinkers can be converted into believability-weighted decision-making that is better than the sum of its parts. For this purpose, they use an app in meetings that provides a polling interface and a back-end system of believability weighting. This allows the team to make decisions based on voting results – both on equal-weighted and believability-weighted scores.

Combining the best of us in the group

Groupthink handicaps any group’s decision-making process and outcome. Therefore, acknowledging it is our first step to improve our group performance. We could significantly take our organisation’s performance to the next level just by avoiding its pitfalls. Creating a conducive environment that encourages thoughtful and respectful discussion may unleash critical thinking and spurs the best of us in the group.

After all, what is the point of a discussion if there is only one man allowed to speak?

If everybody is thinking alike then somebody isn’t thinking” – George S. Patton Jr.

 

References:

Dalio, R. (2017). Principles: life and work. New York: Simon and Schuster.

Klein, Gary. (2007). Performing a Project Premortem. Harvard Business Review.

Sunstein, C.R., & Hastie, R. (2014). Making Dumb Groups Smarter. Harvard Business Review.

Tetlock, P. E., & Gardner, D. (2015). Superforecasting: The art and science of prediction.  Random House.


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Most of the world greatest investors such as Phillip Fisher, Warren Buffett, and Peter Lynch have stressed the importance of thinking independently and recommended investors to take a solitude path of their own.

For example, Peter Lynch, ex-fund manager of Magellan Fund, once said “If no great book or symphony was ever written by committee, no great portfolio has ever been selected by one, either”. Hmm, is there any good reason to work as a group then?

Groups could outperform experts

Evidence suggests that with the right structures and culture in place, group and team decision-making can be far better than that of even the wisest and most expert individual.

Case in point, Psychologist Tetlock and Gardner (2015) compared how teams performed in forecasting tournaments in comparison to individuals. The teams which got some training in teamwork where on average 23% more accurate than individuals.  This means there is a lot to gain by getting it right.

Conflict-avoidance culture instills groupthink

It is not working as a group that becomes a problem, groupthink is. As human beings, we have desire to live in harmony. This preference however tends to cause irrational decisions when we work in a group. We tend to compromise decision outcomes for the sake of peace.

The danger of groupthink lures in any organisation. While groupthink is an international phenomenon, we feel we are especially vulnerable to this given many of our team members are from Indonesia.

The Indonesian culture is very conducive to groupthink as relationships, harmony, and hierarchy play a large role in Indonesian business culture.

For example, subordinates may feel uncomfortable to speak up and bring bad news or true information. In such culture, when leadership claims that the sky is green, his subordinates may concur. This obviously limits the potential to improve investment decisions by aggregating many views.

We try to mitigate this by hiring analysts who dare to speak up, but this does not solve the problem entirely. We are still exploring how we can best improve on this. However, we have several potential solutions as explained below.

Ways to prevent Groupthink in investment decision

So, what steps can we take to “de-bias” our (investment) team’s decision-making? Psychologists Cass R. Sunstein and Reid Hastie (2014) propose various ways to make “dumb groups smarter”.  Here are some of them:

Silence the leader – When leaders refrain from expressing their views at the outset, team members are less inclined to self-censor contradicting views and information.

“Prime” critical thinking – When people are given a “getting along” task, they shut up. When given a “critical thinking” task, they are far more likely to disclose what they know. The key is for the leader to promote disclosure of all information, critical thinking, and thoughtful disagreement.

Appoint a devil’s advocate or a “red team” – ask some group members to defend a position that is contrary to the group’s inclination (the devil’s advocate) to discipline and strengthen collective reasoning.

Or take it to the next level by creating a red team whose job is to construct the strongest possible case against a proposal or a plan. Such team should sincerely try to find mistakes and exploit vulnerabilities and be given clear incentives to do so.

The Delphi method – This approach involves several rounds of unanimous estimates (or votes) followed by group discussions until the participants converge on an estimate. The anonymity insulates group members from reputational pressures and thus reduces the problem of self-silencing.

Two other ways we came across were promoted by Psychologist Gary Klein and fund manager Ray Dalio:

Premortem – Psychologist Gary Klein proposes to conduct a premortem. This is an exercise in which team members purposefully imagine that the project they are planning just failed and then generate plausible reasons of its demise. The very structure of a premortem makes it safe for team members to identify problems.

Weighted decision making – Ray Dalio shows in his book Principles that he goes to great lengths to prevent Groupthink. He believes that thoughtful disagreement by independent thinkers can be converted into believability-weighted decision-making that is better than the sum of its parts. For this purpose, they use an app in meetings that provides a polling interface and a back-end system of believability weighting. This allows the team to make decisions based on voting results – both on equal-weighted and believability-weighted scores.

Combining the best of us in the group

Groupthink handicaps any group’s decision-making process and outcome. Therefore, acknowledging it is our first step to improve our group performance. We could significantly take our organisation’s performance to the next level just by avoiding its pitfalls. Creating a conducive environment that encourages thoughtful and respectful discussion may unleash critical thinking and spurs the best of us in the group.

After all, what is the point of a discussion if there is only one man allowed to speak?

If everybody is thinking alike then somebody isn’t thinking” – George S. Patton Jr.

 

References:

Dalio, R. (2017). Principles: life and work. New York: Simon and Schuster.

Klein, Gary. (2007). Performing a Project Premortem. Harvard Business Review.

Sunstein, C.R., & Hastie, R. (2014). Making Dumb Groups Smarter. Harvard Business Review.

Tetlock, P. E., & Gardner, D. (2015). Superforecasting: The art and science of prediction.  Random House.


Share

We are what we believe we are

Source: Amazon

After decades of research, Stanford University psychologist, Carol Dweck discovered a simple but ground-breaking idea: the power of mindset.

In her classic book “Mindset: The New Psychology of Success”, she showed how success can be dramatically influenced by how we think about our talents and abilities.

Dweck summarised, “Individuals who believe their talents can be developed (through hard work, good strategies, and input from others) have a growth mindset. They tend to achieve more than those with a more fixed mindset, i.e., those who believe their talents are innate gifts. This is because they worry less about looking smart and they put more energy into learning.

According to Dweck, believing that your qualities are carved in stone — fixed mindset — creates an urgency to prove yourself over and over. The fixed mindset makes you concerned with how you will be judged; the growth mindset makes you concerned with improving.

The good news is that we can change our mindset.

For example, a study in the United States showed that a short (less than one hour!), online growth mindset course improved grades among lower-achieving high school students (Yeager, D.S., Hanselman, P., Walton, G.M. et al., 2019). This is great because having a growth mindset can also improve investment success.

Growth mindset unlocks investment success

Adopting a growth mindset can improve our lives in many aspects, such as becoming better partners in a relationship, better parents, better managers and of course, better investors.

We found there are at least three reasons why growth mindset is an important concept for investors:

Improve our stock pickingcompanies with growth-mindset leadership perform better. Thus, recognising such leadership in companies can improve our stock-picking game and improve our investment outcomes.

For instance, a five-year study by Jim Collins in 2001 suggests that the stock returns of companies run by growth-mindset leaders were more likely to rise than those of rival companies.

Improve our forecasting skills research has revealed that the best forecasters have growth mindset. For instance, in the book Superforecasting: The Art and Science of Prediction”, the authors conclude from analysing forecasting tournaments that the strongest predictor of becoming an exceptional forecaster is the degree to which one is committed to belief-updating and self-improvement.

Improve our team’s decisions – when our own (analyst) team operates in growth mindset, forecasting performance will improve dramatically.  For instance, in Superforecasting, it was found that the so called “superteams” do well by avoiding the extremes of groupthink and by fostering mini cultures that encouraged people to challenge each other respectfully, admit ignorance, and request help.

Adopting a growth mindset is especially important for us at our organization. Such mindset guides us in how we should change, how we should look at new areas and finetune our investment strategy.

You don’t get growth mindset by proclamation. You move toward it by taking a journey.

In the wake of Dweck’s findings and the success of her book, “growth mindset” has become a buzzword among educators and business leaders, even working its way into mission statements.

However, after publishing her book, Dweck discovered that people often confuse growth mindset with being flexible or open-minded or having a positive outlook — qualities they believe they’ve simply always had.

She calls this a ‘false growth mindset’. The point is that your “process” needs to be tied to learning and progress. It’s also false in the sense that nobody has a growth mindset in everything all the time.

Dweck clarifies that everyone is a mixture of fixed and growth mindsets: sometimes we’re in a growth mindset, and sometimes we’re triggered into a fixed mindset by what we perceive as threats.

These can be challenges, mistakes, failures, or criticisms that threaten our sense of our abilities. As such, a “pure” growth mindset doesn’t exist; it is a lifelong journey. Below is the summary of the journey that Dweck proposes.

The journey to a (true) growth mindset:

1. Embrace our fixed mindset – We need to acknowledge that we are a mixture of both mindsets. Even though we have to accept that some fixed mindset dwells within us, we do not have to accept how often it shows up, and how much havoc it can wreak when it does.

2. Become aware of our fixed-mindset triggers – Understand in what situations your fixed-mindset “persona” makes its appearance. As we come to understand our triggers and get to know our persona, don’t judge it. Just observe it.

3. Give our fixed-mindset persona a name. Yes, a name. Perhaps we might give it a name we don’t like, to remind us that the persona is not the person we want to be.

4. Educate our fixed-mindset persona. The more we become aware of our fixed-mindset triggers, the more we can be on the lookout for the arrival of our persona. Don’t suppress it or ban it. Just let it do its thing. When it settles down a bit, talk to it about how we plan to learn from the setback and go forward. Take it on the journey with us.

We feel that Dweck’s emphasis on the journey, instead of solely on the outcome, is a key point.

The more we learn the more we earn

Knowing the advantage of growth mindset could spark our lives, the choice to implement it is now in our hands. Anyone can develop a growth mindset and get ahead in their lives or fields of work. It is simply a treasure that everyone can possess through a perpetual journey. By applying growth mindset in investing, there are more opportunities we can seize and more vicissitudes we can evade.

“I constantly see people rise in life who are not the smartest, sometimes not even the most diligent, but they are learning machines.” – Charlie Munger

Source: Farnam Street

References:

Dweck, C. S. (2006). Mindset: The new psychology of success. New York: Random House.

Yeager, D.S., Hanselman, P., Walton, G.M. et al. A national experiment reveals where a growth mindset improves achievement. Nature 573, 364–369 (2019). https://doi.org/10.1038/s41586-019-1466-y


Share

We are what we believe we are

Source: Amazon

After decades of research, Stanford University psychologist, Carol Dweck discovered a simple but ground-breaking idea: the power of mindset.

In her classic book “Mindset: The New Psychology of Success”, she showed how success can be dramatically influenced by how we think about our talents and abilities.

Dweck summarised, “Individuals who believe their talents can be developed (through hard work, good strategies, and input from others) have a growth mindset. They tend to achieve more than those with a more fixed mindset, i.e., those who believe their talents are innate gifts. This is because they worry less about looking smart and they put more energy into learning.

According to Dweck, believing that your qualities are carved in stone — fixed mindset — creates an urgency to prove yourself over and over. The fixed mindset makes you concerned with how you will be judged; the growth mindset makes you concerned with improving.

The good news is that we can change our mindset.

For example, a study in the United States showed that a short (less than one hour!), online growth mindset course improved grades among lower-achieving high school students (Yeager, D.S., Hanselman, P., Walton, G.M. et al., 2019). This is great because having a growth mindset can also improve investment success.

Growth mindset unlocks investment success

Adopting a growth mindset can improve our lives in many aspects, such as becoming better partners in a relationship, better parents, better managers and of course, better investors.

We found there are at least three reasons why growth mindset is an important concept for investors:

Improve our stock pickingcompanies with growth-mindset leadership perform better. Thus, recognising such leadership in companies can improve our stock-picking game and improve our investment outcomes.

For instance, a five-year study by Jim Collins in 2001 suggests that the stock returns of companies run by growth-mindset leaders were more likely to rise than those of rival companies.

Improve our forecasting skills research has revealed that the best forecasters have growth mindset. For instance, in the book Superforecasting: The Art and Science of Prediction”, the authors conclude from analysing forecasting tournaments that the strongest predictor of becoming an exceptional forecaster is the degree to which one is committed to belief-updating and self-improvement.

Improve our team’s decisions – when our own (analyst) team operates in growth mindset, forecasting performance will improve dramatically.  For instance, in Superforecasting, it was found that the so called “superteams” do well by avoiding the extremes of groupthink and by fostering mini cultures that encouraged people to challenge each other respectfully, admit ignorance, and request help.

Adopting a growth mindset is especially important for us at our organization. Such mindset guides us in how we should change, how we should look at new areas and finetune our investment strategy.

You don’t get growth mindset by proclamation. You move toward it by taking a journey.

In the wake of Dweck’s findings and the success of her book, “growth mindset” has become a buzzword among educators and business leaders, even working its way into mission statements.

However, after publishing her book, Dweck discovered that people often confuse growth mindset with being flexible or open-minded or having a positive outlook — qualities they believe they’ve simply always had.

She calls this a ‘false growth mindset’. The point is that your “process” needs to be tied to learning and progress. It’s also false in the sense that nobody has a growth mindset in everything all the time.

Dweck clarifies that everyone is a mixture of fixed and growth mindsets: sometimes we’re in a growth mindset, and sometimes we’re triggered into a fixed mindset by what we perceive as threats.

These can be challenges, mistakes, failures, or criticisms that threaten our sense of our abilities. As such, a “pure” growth mindset doesn’t exist; it is a lifelong journey. Below is the summary of the journey that Dweck proposes.

The journey to a (true) growth mindset:

1. Embrace our fixed mindset – We need to acknowledge that we are a mixture of both mindsets. Even though we have to accept that some fixed mindset dwells within us, we do not have to accept how often it shows up, and how much havoc it can wreak when it does.

2. Become aware of our fixed-mindset triggers – Understand in what situations your fixed-mindset “persona” makes its appearance. As we come to understand our triggers and get to know our persona, don’t judge it. Just observe it.

3. Give our fixed-mindset persona a name. Yes, a name. Perhaps we might give it a name we don’t like, to remind us that the persona is not the person we want to be.

4. Educate our fixed-mindset persona. The more we become aware of our fixed-mindset triggers, the more we can be on the lookout for the arrival of our persona. Don’t suppress it or ban it. Just let it do its thing. When it settles down a bit, talk to it about how we plan to learn from the setback and go forward. Take it on the journey with us.

We feel that Dweck’s emphasis on the journey, instead of solely on the outcome, is a key point.

The more we learn the more we earn

Knowing the advantage of growth mindset could spark our lives, the choice to implement it is now in our hands. Anyone can develop a growth mindset and get ahead in their lives or fields of work. It is simply a treasure that everyone can possess through a perpetual journey. By applying growth mindset in investing, there are more opportunities we can seize and more vicissitudes we can evade.

“I constantly see people rise in life who are not the smartest, sometimes not even the most diligent, but they are learning machines.” – Charlie Munger

Source: Farnam Street

References:

Dweck, C. S. (2006). Mindset: The new psychology of success. New York: Random House.

Yeager, D.S., Hanselman, P., Walton, G.M. et al. A national experiment reveals where a growth mindset improves achievement. Nature 573, 364–369 (2019). https://doi.org/10.1038/s41586-019-1466-y


Share

Tech entrepreneurship has led to a winner-takes-it-all game, centralising wealth and power

Big Tech is wealthier than many nations
Source: Guardian

The digitalisation of the 3Cs: Communication, Content, and Commerce has been the dominating force shaping the new ecosystem (new economy) for the last two decades and has also led to a concentration of power and wealth. This centralisation trend has led to an oligopolistic market with distant market leadership. Most market share will be owned by the leader with a significant gap to even the 2nd biggest player. Tech entrepreneurship trends have led to winner-takes-all game.

Case in point: According to eMarketer (2020), Amazon’s market share in the U.S. e-commerce retail sales was 38.7%, followed by Walmart at 5.3%. The four biggest players combined control 52.4% of the whole market.

 

 

The winners are getting stronger every day by gaining access to more data, enjoying network effects, and accessing financial resources through their generous market valuation. The tech leaders also enjoy exceptional free cash flows, adding to their moats.

Legislators and ex-insiders are now attempting to break the Big Tech as they see threats lurking

Storms are brewing over tech companies

 

 

Abundant access to data, financial resources, and the ability to manipulate public opinion have instilled fear that tech firms would soon be more powerful than governments. Consequently, governments and ex-tech insiders have started to fight the Big Tech.

 

 

The three biggest issues that are being addressed are:

1.Anti-trust: More power and market share accumulated by the winners leave no room for other competitors.

2.Data privacy: Data tapping is everywhere and monetised for profit.

3.Tax: Leveraging their borderless presence, many firms exploit tax loopholes, creating an unfair advantage.

In addition of legal moves by governments and ex-tech insiders, the new tech forefronts have decentralisation attributes embedded to their framework, which is a solution of today’s problem.

Blockchain and edge computing emerge as a substitute ecosystem for the existing centralised system

In a centralised system, users depend on an authority to give a ‘blessing’ for transactions. This authority is almighty to dictate behaviour, set rules and regulations, and monitor our actions. Blockchain and edge computing emerge as enabling technologies who act as the foundation of a decentralised system.

Blockchain technology is an enabler of permissionless transactions by using a distributed ledger system where everyone in the network shares the database simultaneously. The data being shared through the network is represented by a ‘token’. Its core value proposition consists of user privacy, reliable records, and frictionless low-cost transactions.

Meanwhile, edge computing provides decentralised data processing by computing near the users. Its core value proposition are composed of: 1.) User’s absolute consent of data – Only relevant data need to be shared with the central network and  2) Faster computing – Lower latency due to closer proximity to the user instead of relying to a centralised system.

The wide adoption of blockchain technology and edge computing could imply that the Big Tech would be fed less data. Certain AI-optimized and machine learning programs could be adversely impacted by such trend.

With accelerating digitalisation and the rising prominence of decentralised network technology, decentralisation and democratisation will be the next forefront of tech for the coming decades

The decentralised architecture will limit the current centralised-authority power
Source: 101 Blockchains

The rising efforts to curtail Big Tech’s power and the increasing prominence of decentralised network technology could reverse the centralisation trend. Therefore, we believe that in the upcoming decades, the innovation trends will shift from the digitalisation of the 3Cs towards the 3Ds. The 3Ds can be shortly explained as follows:

1.Digitalisation acceleration due to COVID-19 will be the background in the new normal.

2.Decentralisation will occur as blockchain and edge-computing emerge as a substitute for the current centralised system. Blockchain is going to be the backbone for decentralised finance. Meanwhile, edge computing will be the key for decentralised internet networks.

3. Democratisation is going to be the consequence of decentralisation. Also, accelerating decentralisation will cap the power of authority and distribute the power back to the users.

Investors should be more agile and have an open mindset

The era of high-velocity creative destruction provides opportunities and threats to investor’s wealth. In order to be able to grasp the emerging opportunities and avoid the vicissitudes (i.e- taking the wrong side in the game), today’s investors are required to be more open-minded and be on one’s guard. A life-changing investment opportunity might arise by surfing the tide of future winners since its early days.

“If you realize that all things change, there is nothing you will try to hold on to. If you are not afraid of dying, there is nothing you cannot achieve.” – Lao Tzu


Share

Tech entrepreneurship has led to a winner-takes-it-all game, centralising wealth and power

Big Tech is wealthier than many nations
Source: Guardian

The digitalisation of the 3Cs: Communication, Content, and Commerce has been the dominating force shaping the new ecosystem (new economy) for the last two decades and has also led to a concentration of power and wealth. This centralisation trend has led to an oligopolistic market with distant market leadership. Most market share will be owned by the leader with a significant gap to even the 2nd biggest player. Tech entrepreneurship trends have led to winner-takes-all game.

Case in point: According to eMarketer (2020), Amazon’s market share in the U.S. e-commerce retail sales was 38.7%, followed by Walmart at 5.3%. The four biggest players combined control 52.4% of the whole market.

 

 

The winners are getting stronger every day by gaining access to more data, enjoying network effects, and accessing financial resources through their generous market valuation. The tech leaders also enjoy exceptional free cash flows, adding to their moats.

Legislators and ex-insiders are now attempting to break the Big Tech as they see threats lurking

Storms are brewing over tech companies

 

 

Abundant access to data, financial resources, and the ability to manipulate public opinion have instilled fear that tech firms would soon be more powerful than governments. Consequently, governments and ex-tech insiders have started to fight the Big Tech.

 

 

The three biggest issues that are being addressed are:

1.Anti-trust: More power and market share accumulated by the winners leave no room for other competitors.

2.Data privacy: Data tapping is everywhere and monetised for profit.

3.Tax: Leveraging their borderless presence, many firms exploit tax loopholes, creating an unfair advantage.

In addition of legal moves by governments and ex-tech insiders, the new tech forefronts have decentralisation attributes embedded to their framework, which is a solution of today’s problem.

Blockchain and edge computing emerge as a substitute ecosystem for the existing centralised system

In a centralised system, users depend on an authority to give a ‘blessing’ for transactions. This authority is almighty to dictate behaviour, set rules and regulations, and monitor our actions. Blockchain and edge computing emerge as enabling technologies who act as the foundation of a decentralised system.

Blockchain technology is an enabler of permissionless transactions by using a distributed ledger system where everyone in the network shares the database simultaneously. The data being shared through the network is represented by a ‘token’. Its core value proposition consists of user privacy, reliable records, and frictionless low-cost transactions.

Meanwhile, edge computing provides decentralised data processing by computing near the users. Its core value proposition are composed of: 1.) User’s absolute consent of data – Only relevant data need to be shared with the central network and  2) Faster computing – Lower latency due to closer proximity to the user instead of relying to a centralised system.

The wide adoption of blockchain technology and edge computing could imply that the Big Tech would be fed less data. Certain AI-optimized and machine learning programs could be adversely impacted by such trend.

With accelerating digitalisation and the rising prominence of decentralised network technology, decentralisation and democratisation will be the next forefront of tech for the coming decades

The decentralised architecture will limit the current centralised-authority power
Source: 101 Blockchains

The rising efforts to curtail Big Tech’s power and the increasing prominence of decentralised network technology could reverse the centralisation trend. Therefore, we believe that in the upcoming decades, the innovation trends will shift from the digitalisation of the 3Cs towards the 3Ds. The 3Ds can be shortly explained as follows:

1.Digitalisation acceleration due to COVID-19 will be the background in the new normal.

2.Decentralisation will occur as blockchain and edge-computing emerge as a substitute for the current centralised system. Blockchain is going to be the backbone for decentralised finance. Meanwhile, edge computing will be the key for decentralised internet networks.

3. Democratisation is going to be the consequence of decentralisation. Also, accelerating decentralisation will cap the power of authority and distribute the power back to the users.

Investors should be more agile and have an open mindset

The era of high-velocity creative destruction provides opportunities and threats to investor’s wealth. In order to be able to grasp the emerging opportunities and avoid the vicissitudes (i.e- taking the wrong side in the game), today’s investors are required to be more open-minded and be on one’s guard. A life-changing investment opportunity might arise by surfing the tide of future winners since its early days.

“If you realize that all things change, there is nothing you will try to hold on to. If you are not afraid of dying, there is nothing you cannot achieve.” – Lao Tzu


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We drive our mission with an exceptional culture through applying a growth mindset where re-search.
re-learning and reflection is at our core.