What We’re Reading (Week Ending 27 March 2022)

The best articles we’ve read in recent times on a wide range of topics, including investing, business, and the world in general.

We’ve constantly been sharing a list of our recent reads in our weekly emails for The Good Investors.

Do subscribe for our weekly updates through the orange box in the blog (it’s on the side if you’re using a computer, and all the way at the bottom if you’re using mobile) – it’s free!

But since our readership-audience for The Good Investors is wider than our subscriber base, we think sharing the reading list regularly on the blog itself can benefit even more people. The articles we share touch on a wide range of topics, including investing, business, and the world in general.

Here are the articles for the week ending 27 March 2022:

1. RWH002: Investing Wisely In An Uncertain World w/ Howard Marks – William Green and Howard Marks

William Green (00:34:23):

Part of what’s curious to me though, is that I always had this image of you, having interviewed you several times, that I was sort of in the presence of a most superior machine, that you clearly had a lot of extra IQ points, but you were also very rational and analytical. But then what kind of started to mess with my head was that I started to realize, well actually you do have very strong intuition, and not only that, but you were a good artist as a young man, you’re a very good writer. There’s something kind of curious about your makeup, where there are these characteristics that seem kind of contradictory, or at least it’s very unusual to see them together in the same chemical experiment. Does that resonate at all that view of you?

Howard Marks (00:35:00):

I think so. I hope so. Because I’d hate to be able to be reduced to one dimension of some brain sitting in a tank some place turning out investment ideas. The investors that I respect are not all the same. Some write, some don’t, some draw, some don’t, some ski, some don’t. But they’re all bright. Buffet says, “If you have an IQ of 160, sell 30 points, you don’t need them.” But they’re all bright. I think they’re just about all unemotional, but you can be lots of other things. And in fact, I think you have to be able to, again, reach conclusions that are not analytically based, quantitatively based. You have to have some imagination.

Howard Marks (00:35:38):

If you go back and read the memos that I wrote, for example, during the Global Financial Crisis, October of ’08, which was the bottom for credit, it was a meltdown that was going on in the credit world that month. Or the one that I wrote two weeks earlier, it was, I guess Lehman went out bankrupt on September 15th of ’08, I think it was, so I put out a memo four days later titled, I think it was Now What? or something like that. I think it was Now What? You couldn’t figure out whether or not the world was going to continue to exist. You couldn’t prove that the financial institution world was not going to melt down. And a lot of people thought it would. And a lot of people were absolutely panicking to sell. And there was no experiment you could conduct, no calculation you could perform to prove that it wasn’t going to happen. It felt like a meltdown.

Howard Marks (00:36:26):

And we had Bear Sterns disappear and Merrill Lynch go into the hands of B of A and then Lehman bankrupt, Washington Mutual, Wachovia Bank. And everybody knew who was next, and who was after them. And it felt like falling dominoes. And so I wrote a memo, Now What? And I said, “What do we do now? Do we buy or don’t we?” And I said, “If we buy and the world melts down, it doesn’t matter. But if we don’t buy and the world doesn’t melt down, then we failed to do our job. We must buy.” Now that’s not scientific. It’s logical. I hope it’s logical. As you say, I think I’m logical. But it sure wasn’t quantitative or analytical or anything like that. It was an intuition.

William Green (00:37:08):

And there was a deep level of gut. Because I remember you coming back from a meeting with an investor who kept saying, “Well, what if it’s worse than that? What if it’s worse than that?” And you telling me that you rushed back to your office and you were like, “I’ve got to write about this.” Because sometimes it’s too bad to be true. So that’s actually again for somebody who I had viewed as a superior machine, actually, that’s a lot of EQ involved in seeing that and seeing, “Oh, people have melted down to this extent that they can’t see that things can get better.”

Howard Marks (00:37:35):

Well, I think that’s right. That was discussed in a memo. I think that was October the 12th of ’08. And that’s one of my favorites. It’s called the Limits to Negativism. But as an investor, one of our responsibilities is to be skeptical. And most people think that to be a skeptic, you have to blow the whistle when people are too optimistic. Somebody comes into your office and says, “I’ve managed money for 30 years. I’ve made 11% a year. I’ve never had a down month.” You have to say, “No, that’s too good to be true, Mr. Madoff.” But what I realized on that day in that meeting was that our job as a skeptic also includes blowing the whistle when it’s things that people are saying are too bad to be true, when there’s excessive pessimism. And that’s what that day was.

Howard Marks (00:38:15):

We had a levered loan fund. It was in danger of getting a margin call and melting down. So I went around to the investors, asking them all to put up more equity. And the one person that you mentioned said to me, “Well, what if this happens?” And I said, “Well, we’re still okay.” “Well, what if this happens, what if it’s worse than that?” Well, we’re still…” “What if it’s worse than that?” And I could not come up with a set of assumptions that satisfied her as to being negative enough. And she refused to participate in this re-equitization. So as you say, I ran back to my office, I wrote out the memo, and she was the only one who wouldn’t participate.

Howard Marks (00:38:51):

So I felt it was my duty to put up the money. I put up the money. It was one of the best investments I ever made. And I did it in part out of duty. You say EQ, one of the great things we can do, which has nothing… Well, it’s hopefully based on financial analysis, but when we have a sense for the excesses of emotion in the market, whether it be too optimistic or too pessimistic, if you can meld that with financial analysis to have a sense for what things are worth, see the differences from where they’re selling, understand the origin of the difference as coming in large part from emotional error, then you really have a great advantage.

William Green (00:39:30):

So when you look at today’s environment, as someone with 50 years of pattern recognition, with deep skepticism, but also with this renewed sense of humility about the fact that maybe some of your previous principles need to be updated because we’re living in a different world today. How do you look at this moment that we’re in now in this kind of impressionistic way that you do? Are you seeing evidence that it’s a time when investors need to be more defensive than usual, that too many people are taking too much risk? I’m just curious to see how you weigh the kind of optimism that’s baked into prices and behavior and deal structures and the like in the way that you do when you are looking to gauge a market?

Howard Marks (00:40:11):

Well, as I mentioned before, life gets harder when you have to give up on things never being different. And when you can’t live by a formula or a rule and the S&P 500 hit 3,300 on February 19th of ’20, and then it hit 2200 and change on March the 24th. So it was like 33 days later. And it was down a third. By June of ’20, it was back around 3,300, back to the all time high. And a lot of people said, “This is ridiculous because we’re still in a big mess. We still have a pandemic. The economy is still shut down. We just had the worst quarter in history for GDP. How can the market possibly be back intelligently to its pre COVID high?” So people started to blow the whistle and say, “Bubble, it’s a bubble.” And obviously now the stock market is a third higher than that. So it’s around 4,500.

Howard Marks (00:41:07):

So anybody who blew the whistle on bubble and went to the sidelines was at minimum too early. It’s now 20 months later. I would normally have been among the cautionary commentators. And maybe it was because of the conversations that were going on between me and Andrew. I couldn’t bring myself to do it because for two reasons. Number one, I think that a bubble is an irrational high. I think today’s prices are not irrational. They’re rational given the low level of interest rates. Interest rates have a profound effect on what something is worth in dollars and the lower the interest rate, the higher the value. So I think that today’s values are relatively appropriate given the level of interest rates. And the other thing is I believed and believe that we are looking at a period of healthy economic growth.

Howard Marks (00:41:55):

So we have rational prices, albeit low, and a good economic outlook. I don’t think that’s a formula for a collapse of the markets. And so I’ve given up on saying, “Buy, sell. In, out.” What I now say is, “If you know your normal risk posture, is today a time to be more aggressive or more defensive?” And I would say around your normal posture may be a little defensive, mainly because today’s prices are fair given the interest rates, but we all think that interest rates are going to rise somewhat, which means that assets will be worth less, somewhat, offset somewhat by the economic strength. But I don’t think it’s a time to take extreme action, timing wise, in either direction. I wouldn’t ramp up my aggressiveness, but I wouldn’t hide under the mattress.

William Green (00:42:40):

And you’ve lived through intense inflationary times before. Can you give those of us like me who haven’t been through this before, I’m 53, I didn’t experience it. Although one of my childhood memories was of my dad and my uncle getting smashed by the market in those days. How do sensible, prudent investors invest wisely during inflationary times? What are the tweaks you make to your portfolio just to sort of adjust the sales a little bit so that you’re likely to survive and prosper?

Howard Marks (00:43:08):

Well, first of all William, I get this question. Is this like the ’70s? And that was about with inflation. And number one, I believe that some aspect of today’s inflation is temporary because I think that there were supply chain interruptions, which took longer to work out than people expected or hoped. But it makes sense. A Toyota, I think has 30,000 parts. If one of them is unavailable, you get no cars for a while. So it makes sense. So I think that some of this and some of it is a bulge in demand, which came from too many people being given too much money in COVID relief in ’20 and early ’21. So an artificially high demand, artificially low supply, some of it will probably be temporary, depending on what happens with so-called inflationary expectations and whether they get baked in.

Howard Marks (00:43:58):

Number two, we have roughly 7% inflation now for the last eight, nine months. We had about twice that in the ’70s. Number three, nobody had an idea how to fix what was going on. We tried wind buttons, whip inflation now, we tried price controls, we had a pricing Czar. But they couldn’t figure out how to beat inflation. Now we know all you have to do is raise rates. Maybe it causes a recession, but you can do it. The other thing is that the private sector was heavily unionized in those days. It is not now. The union contracts had cost of living adjustments where if the cost of living goes up, you get a wage increase. But if you get a wage increase, it feeds through to the cost of the goods manufacturer. There’s more inflation and somebody else gets a wage increase. So it was circular and upwards spiraling. We don’t have COLAs anymore in our private sector.

Howard Marks (00:44:49):

So I don’t think we’re going to have inflation like we did then, or interest [inaudible 00:44:54] like we did then. I had a loan outstanding at three quarters over something called prime, if you remember prime. And I used to get a slip from the bank every time it changed, I have framed on my wall, the slip which says, “The rate on your loan is now 22 and three quarters.” I don’t think we’re going there, but we’ll have more inflation in the next five years than we did in the last five. There will be some unpleasant aspects to that. It’s important to remember that most of the world was trying to get to 2% inflation for the last decade or two, and they couldn’t do it. They couldn’t get inflation that high. Now it’s going to run hot for a little while.

2. Gaurav Kapadia – Everything Compounds – Patrick O’Shaughnessy and Gaurav Kapadia

[00:05:30] Patrick: Maybe you could describe the aspects of each of those dimensions where it ends up being the hardest, the types of situations in which it’s the hardest to be rigorous or the hardest to be kind, because like any company values that might sit on someone’s wall or in a poster or something, they’re hard to disagree with ever. They’re always aspirational and sound great and then are useless unless they’re, as you’ve described, constantly in practice. At some point, it’s hard to do that and it’s the whole point. So maybe pick for each one, I’d love to do both, an example, an anecdote, whatever, when it was really hard to stick to that standard.

[00:06:06] Gaurav: The first thing is people con sometimes confuse what rigor is and what kindness is. Kindness doesn’t mean just being unfailingly polite, or it can conflate the issue or being non-confrontational. One of the kindest things people do, they tell you the truth. Getting people in that mindset sometimes in the most difficult situation and most complicated interaction, the kindest thing to do is to say, as an example, tell someone that it’s unlikely they’re going to be promoted here or make a career here for the long run, and it hurts. I’ve had to do that many times. I’m crying, they’re crying, but in the end it ends up almost unfailingly I get a call a few years later saying, “You are totally right. That was the kind thing to do, and by the way, thank you for following up with me along the way to make sure I landed in the right place and mentor me, give me a reference,” whatever that is.

That’s a good example of things that are over the long-term kind, but feel cruel in the moment. Just being honest and transparent as a measure of kindness, rigor, I think people get rigor wrong in investing a lot, especially people who come through a specific analytical background. It’s not that you have to get your estimates or model perfect. That’s actually almost like the table stakes. Of course everyone we hire, interview can do that. What’s the rigor around it, which is how do you put pieces together? How do you take conclusions that are not obvious and stitch them together in a differentiated way? So that could mean chasing down some orthogonal competitor, going to a trade show. It could be looking at the end product. It could be just a different, more qualitative form of rigor. It doesn’t need to be quantitative necessarily, but it has to inform the mosaic to make you a great investor or a great colleague…

…[00:14:28] Patrick: What have you learned about the art of interacting with company management? So if you spend a lot of time doing that and you want to show that to the team, if I compared you when you were 28 or something to you today in an important management meeting, how would you be different today and how you conduct those versus then?

[00:14:46] Gaurav: Interestingly, the 28 versus today I don’t think is that different. I was very lucky in that I had a huge accelerator and a huge mentor very early in my career. So instead of going to investment banking or private equity out of college, I went to a consulting firm. I went to the Boston Consulting Group, and that it was a really interesting experience because when you’re 22, you have to interact with senior management teams immediately, and so that’s a real trial by fire. One of the things that I decided and I observed is very few investors, public or private view themselves as partners or advocates for the management team or companies. If you go to many meetings, they automatically start adversarial. They go, “How much shares are you going to buy back? Why do you miss your margins?” We never start by that. We lead with insight. We lead with work. We never go to a management meeting without tons of prep.

Almost always, we have a significant prep document that we often share with the companies so they know from the outset that we have the long-term interest of the company at heart and that we’re putting in the elbow grease to make sure that we understand what they’re trying to accomplish. That alone has been a huge differentiator. Can you imagine 90% of investor interactions are like, “Why didn’t you do this for me lately?” Hopefully, the ones with us are, “We see a lot of potential. We think the world’s not it. Help us understand it better. Can we help you understand how to communicate it better? What are we missing? How can we help? Do you need a customer introduction?” That just changes the tenor of the conversation. That started for me really early because I had this luxury of starting, I think, as a consultant. I worked for people my whole career who became successful very early in their own careers. I was lucky to be able to do that too, so there’s no hierarchy of seniority.

I would walk in, be prepped and hopefully, be able to lead the meeting to ask important questions, develop a really good relationship. It’s actually interesting, so these three executive partners that I mentioned and a bunch of the executives I still have relationships with. I met Carl when I was 24. I met Jan when I was 23 and I met Rob when I was 28. That relationship still carries through. One of the most gratifying things for me is that it’s not just me anymore. If you look across the whole organization, look outside this conference room, everyone here brings that kindness and rigor, the insight, the management interactions that I really want to pride our organization around, they do it independently. One of the really fun things I’ve been able to observe, because I have some of my colleagues here that I’ve known for 20 years, worked with five or 10 and seeing them grow and be huge and impactful leaders and partners is great. My favorite thing these days is when I talk to a CEO and they’re like, “Hey, Gaurav. Great to see you. I’m good. I’ll talk to one of your colleagues.” That’s a great way for me to measure-

[00:17:51] Patrick: Success.

[00:17:52] Gaurav: -our impact. Yeah. Yeah…

[00:36:01] Patrick: I absolutely love the notion of trying to figure out what problem each company or leader of a company is dealing with at a given moment and having that be the wedge of the initial relationship. Is there a common pattern that you observe of those problems? What are the most common problems that you see people dealing with?

[00:36:17] Gaurav: One thing that investors don’t often realize is the stock price or the investor is often the last thing on the guy’s list of all the stuff he has to deal with. He has HR. He has an uprising at his company. He has unionization issues. So on the plethora of things they have to deal with, most likely, the thing that’s most important to you, it hasn’t even crossed their mind. And so being humble enough to know that is half the battle. You really try to understand. And by the way, you’ve got to do the work. It’s not like you just go and ask nice questions. Our largest public position is a company called Wabtec. It’s a combination of three mergers. There’s a big NOL. There’s a bunch of filings that you got to tie through. And once you do that, you kind of have an idea of what the issues are. How do I integrate this business? How do I go after these customers? What’s this transition to green energy going to do for the locomotive business? You focus on that and that opens up the aperture. Once you really hit what the CEO thinks or the core issues of the business, it really opens up your understanding of what the core issues of the business are. They’re not the same as what the rank and file industrial or sell side report would say.

[00:37:28] Patrick: Yeah, I love the idea that you are the bottom of the priority list of the person that you’re meeting. All too true, all the time. What are the then features of the business if you have a strike zone or an area of focus where you can potentially be that Jack Welch best-in-class or whatever? What defines that strike zone?

[00:37:46] Gaurav: Investing is complicated in two ways. You have to get the business right and then you got the valuation right. I think there’s people who are reasonably good at getting the business right. I think we’re hopefully better and we’re applying more analytical rigor and toolkits. Because even on the public side of the portfolio, we only have 10 to 12 positions at any time, so we could go really deep in them. And we hold them oftentimes for years and years and years, so we really have a long, longitudinal history. And now, we actually hold them from private to public, so we would have all that data too. Hopefully we’re better at that, and so there’s usually like an insight or a kernel that we see that the market doesn’t see. “Oh, the incremental margins are going to be so much higher.” “Actually, your market share in green locomotives is 20 points higher than your existing ones, and that’s a positive mix shift.” Or luxury’s going to move online. What’s the best way to capture that? So there’s some business insight. You got to marry though that business insight with asymmetry of share price in public or private. And so that’s really the art of investing. What you’re trying to find, generally speaking, is really good business that’s valued as a poor business or a mediocre business, that has the ability to compound through. That’s what I think we excel at, is this asymmetry with the business analysis. And so what that often manifests itself is you end up having optionality on multiple expansion and compounded capital growth in terms of free cash flow per share or something like that in the public or the private side…

3. The Chinese Tech Playbook for Winning – Part I – Lilian Li

Understanding whether a big market is winnable involves asking a few questions that may not seem straightforward. What is the end state of the market? What is the level of network effects in the market? Knowing the answer to the previous questions, when is the right time to get into the market?

In asking about the end state of the market, inversion is used to understand how many big players the market can sustain. Is it one, three, seven or more? Here Wang has an exquisite framework where he draws a correlation between the level of network effects in the market to the degree the market exhibits winner-takes-all outcomes. Why are network effects important, we ask? As it’s an ever-present moat for most consumer companies, knowing its relative strength will deliver different entry, competition, and growth strategies.

Network effects are where the value or utility a user derives from a good or service depends on the number of users of compatible products. As size gets sufficiently big, advantages in user experience and cost base scale. Here’s a summary of the different types of network effects that can exist:

There is a deep linkage between the level of network effects in a system and how many top players it can sustain. Knowing there’s a graduation in network effects reveals the potential for new entrants into markets. While Taobao’s grip on e-commerce seemed all-encompassing during the 2010s, correctly knowing the limitations of its linear network effects can allow a founder or investor to bet on Pinduoduo’s emergence. Asymptotic network categories like grocery delivery or transportation platforms will always face new competition since effects are localised. This will lead to money burning protracted war without clear resolutions for years to come.

For markets with high network effects, such as search or social, getting to a segment early is all that matters. Once the race is on, it is hard to beat a market leader (even if the lead is slight at the onset) because of another effect in the digital age. 

4. The Future is Vast: Longtermism’s perspective on humanity’s past, present, and future – Max Roser

Before we look ahead, let’s look back. How many came before us? How many humans have ever lived?

It is not possible to answer this question precisely, but demographers Toshiko Kaneda and Carl Haub have tackled the question using the ​​historical knowledge that we do have.

There isn’t a particular moment in which humanity came into existence, as the transition from species to species is gradual. But if one wants to count all humans one has to make a decision about when the first humans lived. The two demographers used 200,000 years before today as this cutoff.1

The demographers estimate that in these 200,000 years about 109 billion people have lived and died.2

It is these 109 billion people we have to thank for the civilization that we live in. The languages we speak, the food we cook, the music we enjoy, the tools we use – what we know we learned from them. The houses we live in, the infrastructure we rely on, the grand achievements of architecture – much of what we see around us was built by them…

…How many people will be born in the future? 

We don’t know. 

But we know one thing: The future is immense, the universe will exist for trillions of years.

We can use this fact to get a sense of how many descendants we might have in that vast future ahead.

The number of future people depends on the size of the population at any point in time and how long each of them will live. But the most important factor will be how long humanity will exist.

Before we look at a range of very different potential futures, let’s start with a simple baseline.

We are mammals. One way to think about how long we might survive is to ask how long other mammals survive. It turns out that the lifespan of a typical mammalian species is about 1 million years.5 Let’s think about a future in which humanity exists for 1 million years: 200,000 years are already behind us, so there would be 800,000 years still ahead. 

Let’s consider a scenario in which the population stabilizes at 11 billion people (based on the UN projections for the end of this century) and in which the average life length rises to 88 years.6

In such a future, there would be 100 trillion people alive over the next 800,000 years…

…But, of course, humanity is anything but “a typical mammalian species.” 

One thing that sets us apart is that we now – and this is a recent development – have the power to destroy ourselves. Since the development of nuclear weapons, it is in our power to kill all of us who are alive and cause the end of human history.

But we are also different from all other animals in that we have the possibility to protect ourselves, even against the most extreme risks. The poor dinosaurs had no defense against the asteroid that wiped them out. We do. We already have ​​effective and well-funded  asteroid-monitoring systems and, in case it becomes necessary, we might be able to deploy technology that protects us from an incoming asteroid. The development of powerful technology gives us the chance to survive for much longer than a typical mammalian species.

Our planet might remain habitable for roughly a billion years.8 If we survive as long as the Earth stays habitable, and based on the scenario above, this would be a future in which 125 quadrillion children will be born. A quadrillion is a 1 followed by 15 zeros: 1,000,000,000,000,000.

A billion years is a thousand times longer than the million years depicted in this chart. Even very slow moving changes will entirely transform our planet over such a long stretch of time: a billion years is a timespan in which the world will go through several supercontinent cycles – the world’s continents will collide and drift apart repeatedly; new mountain ranges will form and then erode, the oceans we are familiar with will disappear and new ones open up.

But if we protect ourselves well and find homes beyond Earth, the future could be much larger still.

The sun will exist for another 5 billion years.9 If we stay alive for all this time, and based on the scenario above, this would be a future in which 625 quadrillion children will be born. 

How can we imagine a number as large as 625 quadrillion? We can get back to our sand metaphor from the first chart. 

We can imagine today’s world population as a patch of sand on a beach. It’s a tiny patch of sand that barely qualifies as a beach, just large enough for a single person to sit down. One square meter.

If the current world population were represented by a tiny beach of one square meter, then 625 quadrillion people would make up a beach that is 17 meters wide and 4600 kilometers long. A beach that stretches all across the USA, from the Atlantic to the Pacific coast.10

And humans could survive for even longer. 

What this future might look like is hard to imagine. Just as it was hard to imagine, even quite recently, what today might look like. “This present moment used to be the unimaginable future,” as Stewart Brand put it. 

5. A Fool and His Gold – Doomberg

When judging the potential economic value of a gold deposit, there are three critical questions: how much gold is in the ground, at what average concentration, and in what form? While all three are important, the last one is often the strongest determinant of gold mine economics. How the gold presents itself in a deposit dictates the means needed to isolate it in pure form, and those means can vary from easy to nearly impossible – at least financially.

On the easy end of the spectrum sit placer gold deposits that result from the weathering and disintegration of rock formations containing seams of gold, thus liberating the precious metals. Creeks and rivers then transport and concentrate the relatively pure gold over millennia, often depositing it at ancient river bends and in bedrock depressions. Placer gold can be isolated with water and gravity, using contraptions as simple as a pan or as sophisticated as a sluice box. Placer mining once dominated US gold production (it is still the form of mining profiled on the popular show Gold Rush) but the best and most accessible placer deposits have already been exhausted.

On the more difficult end of the spectrum sit lode deposits, where the gold is still trapped inside rocks and veins, surrounded by minerals and other impurities. Here, extracting and concentrating the gold is more challenging and usually involves crushing the rock in a mill, leaching the ore with a cyanide solution, isolating the high-value metals, and forming them into doré bars which are sent to refiners for final processing. No two ores are alike and the exact details of the process flow required vary from mine to mine.

The above process works well enough for oxide ores where the gold is trapped in silica minerals like quartz. It’s a different story for the class of deposits known as sulfide ores, where the gold is surrounded by sulfides of iron. Sulfide ores are so difficult to mine they are often categorized as refractory deposits, and the gold industry has spent decades trying to develop cost-effective methods to free this gold from its stubborn prison. Here’s how a recent study from McKinsey frames the issue (emphasis added throughout):

“Gold miners are facing a reserves crisis, and what is left in the ground is becoming more and more challenging to process. Refractory gold reserves, which require more sophisticated treatment methods in order to achieve oxide-ore recovery rates, correspond to 24 percent of current gold reserves and 22 percent of gold resources worldwide (Exhibit 1). Despite offering a higher grade, these ores can only be processed using specific pretreatment methods such as ultrafine grinding, bio oxidation, roasting, or pressure oxidation (POX).”

Knowing this, imagine our shock when we woke up on Tuesday, March 15, to the news that AMC Entertainment Holdings (AMC) had invested in a gold mine!…

…Hycroft’s only mine has been in and out of operation for several decades, but most of the easy oxide ore was mined throughout the 1980s and 90s. While meaningful amounts of gold remain in the ground, it is predominately difficult sulfide ore, and the concentration of gold is quite low. In other words, the Hycroft Mine is a low-grade refractory deposit from which it is nearly impossible to extract gold in a way that makes money. Not that others haven’t tried.

In 2014, the mine was owned by Allied Nevada Gold Corporation, which launched an ambitious $1.4 billion plan to revitalize the mine and crack the sulfide ore challenge. By March of 2015, the company filed for bankruptcy protection:

“U.S.-based gold miner Allied Nevada Gold Corp filed for bankruptcy protection on Tuesday, buckling under a heavy debt load amid weaker metal prices. Allied Nevada, which owns the Hycroft open pit gold and silver mine in Nevada, said in a statement it was filing to restructure its debt, which stood at $543 million at the end of September.”

Allied Nevada emerged from bankruptcy as a privately-held company in October of the same year and was renamed Hycroft Mining Corporation. The company continued to wrestle with the difficulty of mining its sulfide ore, with minimal success. In January of 2020, during the early stages of the Special Purpose Acquisition Company (SPAC) boom, Hycroft agreed to be acquired by Mudrick Capital Acquisition Corporation and became a publicly-traded company once again on June 1, 2020. To address the predicament of economically mining a low-grade refractory deposit – a requirement of survival – the slide deck promoting the deal claims a proprietary, patent-pending breakthrough technology for processing sulfide ores:…

…In every quarter since the SPAC transaction, Hycroft reported operating losses, negative free cash flow, and continually managed down expectations about the viability of their “Novel Process” to economically extract gold from sulfide ores. Then, in mid-November, the company reported its Q3 2021 results with a press release that was a classic “turn out the lights” moment. The chair of the board resigned. The chief operating officer – who had just been hired in January of 2021 – resigned. Most importantly, the company came clean on the failure of the sulfide ore technology, fired half its workforce, and ceased its run-of-mine operations:

“The Company has previously discussed its strategy for developing an economic sulfide process for Hycroft. Based on the Company’s findings to date, including the analysis completed by an independent third-party research laboratory and the independent reviews by two metallurgical consultants, the Company does not believe the novel two-stage sulfide heap oxidation and leach process (“Novel Process”), as currently designed in the 2019 Technical Report dated July 31, 2019 (“2019 Technical Report”), is economic at current metal prices or those metal prices used in the 2019 Technical Report.  Subject to the challenges discussed below, the Company will complete test work that is currently underway and may advance its understanding of the Novel Process in the future.”

A technology miracle was needed to make the Hycroft Mine viable, and none was forthcoming. Virtually every major gold miner in the world has been working on finding economically viable ways to extract gold from refractory deposits, and to think that a decades-old mining operation that spends virtually nothing on research and development and relies on outside consultants and third-party research laboratories for their technology needs would produce a Holy Grail outcome is the height of lunacy. The stock traded below $0.30 a share, and bankruptcy seemed inevitable.  

6. When the Optimists are Too Pessimistic – Nick Maggiulli

What happened from March 2020 to August 2020 reminds me of an incredible piece Drew Dickson wrote on Amazon that had an intriguing thought experiment.

Imagine it’s 2007 and a bunch of research analysts are debating what Amazon’s revenues will be like in 2020. One group of these analysts (let’s call them the “value” group) believes that Amazon will have $27 billion in revenue in 2020. But another group (let’s call them the “growth” group) thinks Amazon will have $37 billion in revenue by this time.

The two groups disagree on almost everything. They have different assumptions about expected GDP growth rates, Amazon’s margins, and what Amazon’s earnings will look like in 2020. Yet, despite their differences, both groups turned out to be astronomically wrong. Because Amazon’s revenues weren’t $27 billion or $37 billion in 2020, they were $386 billion!

This demonstrates why Amazon has been such an exceptional stock, but it’s also demonstrates how upside surprises are often overlooked by investors.

Why is this true? Because people hate losses much more than they love gains (*prospect theory has entered the chat*). As a result, they spend far more time thinking about downside surprises (market crashes) than upside surprises (extraordinary growth). Nevertheless, upside surprises happen more often than people realize.

7. 10 Lessons from Great Businesses – Mario Gabriele

The Collisons’ business shines by converting complexity to simplicity. Stripe absorbs the scuff and tangle of payment infrastructure so that it can radiate clean technical primitives. It is fitting that the company’s founders also apply this talent in other domains. Perhaps most usefully, it plays a vital role in Stripe’s culture. 

The best example of this is the firm’s approach to recruiting. Attracting exceptional people is a startup’s most important task outside of finding product-market fit. Much has been written on the tricks and tactics to secure top talent. What interview process produces optimal results? What perks are most persuasive? 

All of these things matter. But, we can simplify. More than any particular stratagem or scheme, the most effective way to hire extraordinary people is to be so persistent it hurts. From The Generalist’s piece on Stripe: 

Patrick notes that “the biggest thing we did differently…is just being ok to take a really long time to hire people.” It took the company six months to hire its first two employees. Describing their “painfully persistent” process of recruiting in his conversation with Lilly, Patrick noted that he could think of five employees that Stripe had taken three or more years to recruit.

Like Stripe itself, this maneuver is the sort of thing that sounds simple – like accepting payments online – but is deceptively tricky. Persistence and pestering are twins with scarcely a mark to distinguish them. The difference is articulation, tone. If you can find the right words, the right message, you can persist – if you fail, you pester. Attempting to thread this needle involves some jeopardy of one’s emotions (it does not feel nice to badger) and reputation. But how often do we stop right before we succeed? How often do we stop one ask too soon? 

Though The Generalist does not have the prolific hiring requirements of a high-growth startup, I have found the Collisons’ framing broadly applicable. When you see an exceptional opportunity or happen upon an extraordinary potential partner, find the words. Find a way to be absurdly, painfully persistent.


Disclaimer: The Good Investors is the personal investing blog of two simple guys who are passionate about educating Singaporeans about stock market investing. By using this Site, you specifically agree that none of the information provided constitutes financial, investment, or other professional advice. It is only intended to provide education. Speak with a professional before making important decisions about your money, your professional life, or even your personal life. Of all the companies mentioned, we currently have a vested interest in Amazon, Meituan, Meta Platforms (parent of Facebook), and Tencent (parent of WeChat). Holdings are subject to change at any time.

What We’re Reading (Week Ending 20 March 2022)

The best articles we’ve read in recent times on a wide range of topics, including investing, business, and the world in general.

We’ve constantly been sharing a list of our recent reads in our weekly emails for The Good Investors.

Do subscribe for our weekly updates through the orange box in the blog (it’s on the side if you’re using a computer, and all the way at the bottom if you’re using mobile) – it’s free!

But since our readership-audience for The Good Investors is wider than our subscriber base, we think sharing the reading list regularly on the blog itself can benefit even more people. The articles we share touch on a wide range of topics, including investing, business, and the world in general.

Here are the articles for the week ending 20 March 2022:

1. The Tim Ferriss Show Transcripts: Morgan Housel — The Psychology of Money, Picking the Right Game, and the $6 Million Janitor (#576) – Tim Ferriss and Morgan Housel

Morgan Housel: And here’s what’s crazy about this, two weeks before that, maybe it was a week before it, it was a very short period of time before it, he went on CNBC. When it was starting to look like maybe the market was getting toppy and someone asks him like, “Warren, what would you do if the market starts falling?” He laughs and he says, “I’ll tell you what I’m not going to do. I’m not going to sell.” Two weeks later, he sold all of the airline stocks when this virus hit.

Now, you can say that that was actually not a mistake, even though the majority of them have regained almost all of their value. You can say that was not a mistake because the possibility of a complete catastrophic wipe out, particularly in airlines with COVID, was there. So you could say like, “It was actually the right thing to do.”

But even Buffett in this situation, when the world starting falling apart, he panicked and he did not buy anything of significant value with big numbers during that huge market decline. Even for him, I’m saying, it’s much easier said than done. I had my own story about this in the early days of COVID. Yes.

Tim Ferriss: Morgan, can I ask you to bookmark that, don’t lose your place. But I want to interject with a question and that is, do you think that earlier career Buffett would have also sold? And the reason I ask is that I saw an interview with Munger from — I don’t know a year or two ago? Maybe it was actually more like two or three years ago, and he said, “Too many people have their entire life savings and are depending on Berkshire.”

Morgan Housel: Yeah.

2. A History Of Invasions, Wars & Markets – Jamie Catherwood

During the American Revolution, for example, the British government attacked America’s currency (“continentals”) by launching a counterfeiting campaign designed to induce widespread inflation by flooding the market with paper money. Benjamin Franklin complained:

“Paper money was in those times our universal currency. But, it being the instrument with which we combatted our enemies, they resolved to deprive us of its use by depreciating it; and the most effectual means they could contrive was to counterfeit it. The artists they employed performed so well, that immense quantities of these counterfeits, which issued from the British government in New York, were circulated among the inhabitants of all the States, before the fraud was detected.

This operated considerably in depreciating the whole mass, first, by the vast additional quantity, and next by the uncertainty in distinguishing the true from the false; and the depreciation was a loss to all and the ruin of many.”

Fast forwarding to World War II, the United States conducted a similar operation against Japanese forces in places like Burma and the Philippines, in which Japan began issuing new “occupation currencies” after taking over. Working with Australia and Canada, the allied forces started printing counterfeit notes of Japan’s “invasion money” to destabilize the economies. Estimates show that allied forces printed over 70,000 pieces of counterfeit bills as part of this operation…

…This week has underscored just how damaging economic warfare can be. Regardless of whether you think America should send troops to Ukraine, the fact that there is even an argument about whether economic sanctions will be enough demonstrates the affect that sanctions can have. Again, the concept of restricting enemy’s access to financial markets and capital is nothing new. In fact, Russia endured this exact problem during the Bolshevik Revolution a century ago. The Bolshevik’s 1905 Financial Manifesto read:

“There is only one way out – to overthrow the government, to deprive it of its last forces. It is necessary to cut the government off from the last source of its existence: financial revenue. This is necessary not only for the country’s political and economic liberation, but also, more particularly, to restore order in government finances.”

Eventually, in 1917, the Bolshevik leaders intentionally defaulted on its debts after overthrowing the tsarist regime. Bloomberg’s Tracy Alloway discusses this fascinating case study in my latest financial history course. The parallels to today are obvious, with NATO countries agreeing to remove certain Russian banks from the global SWIFT network, and sanction specific Russian leaders. In turn, there are now reports that Russian companies have stated they will not pay out dividends to investors in countries that imposed sanctions on Russia. The economic aspect of this crisis is escalating quickly.

3. Say Less – Josh Brown

Sometime around 400 BC, Socrates was quoted as having said “The only true wisdom is in knowing you know nothing.”

Twenty five centuries later, give or take, Albert Einstein says “The more I learn, the more I realize I don’t know.”

And in between, during the thousands of years from Ancient Greece to mid-20th Century America, this insight has occurred to countless learned men and women. It can take a long time to get there, especially if everyone in your life and profession insists on treating you as though you’re the leading expert in this subject or that. You may well be – but expertise over a single subject matter – say, infectious disease or pandemics or investing in Russia – will not ever be enough to stave off the inevitable curveball thrown at you by the universe.

There’s always something you cannot anticipate. There’s always some wrinkle or nuance that becomes a lot more important than you might have originally thought. Change is constant. You might be in possession of knowledge that is no longer applicable to the current state of the world. And sometimes, no matter how smart you think you are, know matter how highly prized your judgment is to other people, you just f*** things up.

It happens! Experts are not Gods! Experience helps, it does not guarantee anything.

All of this is especially true when it comes to war, the ultimate exercise in unpredictability…

…Sam is among the world’s foremost authorities on investing in Russia and in understanding the situation in Eastern Europe. Remember, he studied international relations and history prior to his multi-decade experience allocating capital there. His knowledge stretches far beyond the bounds of mere stocks and bonds. And he still f***ed it up.

Bloomberg:

Russia was one of the biggest long bets for the hedge fund at the start of February, with 9% of its gross assets invested in the country’s shares, after a research trip to the country in January, the document shows. Sam Vecht, head of the team that manages the fund, told investors he raised the bet further when the invasion began, one of the people said. The fund currently has zero exposure to Russia, after writing down all its positions, two people said.

“We travelled to Russia at the end of January to assess the situation on the ground given our large net long position there,” the fund told clients in a letter, sent before the war began. The letter cited Russia’s large current account surplus, attractive bond returns, cheap stock valuations and undervalued currency as reasons for the bullish bets.

Despite Russian stocks losing the most for the fund in January, exposures were kept and later raised. “We believe the risk reward of being long Russian equities is favorable relative to the risk we see of conflict,” the team said in the letter. The Emerging Frontiers fund has never lost money in a full year since launching in Sept. 2011, according to the letter.

Sam’s long-short Emerging Europe fund hadn’t lost money in a single year going back to 2011. Not easy to do considering the experience most investors have had in emerging market funds these past ten years. Brutal. But this guy did it as good as anyone has ever done it.

And yet, when the big moment arrived, he got it wrong. BlackRock Emerging Europe writes down all of its positions to zero, just a month after adding to them. Based on all of his wisdom, experience, research, connections, contacts, reading, listening, studying, his conclusion was that the risk was overblown and Putin was bluffing.

Nope.

And if he wasn’t in a position to have gotten this right, what on earth could make you believe that anyone else could? Sam missed it but your financial advisor at Raymond James, who works in the strip mall next to PetSmart has a view on when this might all blow over? Do you have any idea how abjectly absurd it is for anyone managing money to have a fully formulated view of what’s to come during this crisis? I hear the theories and gambits and propositions in the financial media and I wince. Is no one capable of embarrassment anymore? Have we all been vaccinated against shame? You’re “putting on a Russia bet here”? Are you kidding me?

4. Of Ben Graham, Investing, and Eternity – Vishal Khandelwal

Marshall Weinberg, one of the students from Graham’s class said that the biggest lesson he drew out of that class was on long-term thinking. Here’s what he said –

One sentence changed my life…Ben Graham opened the course by saying: ‘If you want to make money in Wall Street you must have the proper psychological attitude. No one expresses it better than Spinoza the philosopher.’

When he said that, I nearly jumped out of my course. What? I suddenly look up, and he said, and I remember exactly what he said: ‘Spinoza said you must look at things in the aspect of eternity.’ And that’s what suddenly hooked me on Ben Graham.

Spinoza actually said, “Sub specie aeternitatis,” which translates to “under the aspect of eternity,” or “from the perspective of the eternal.”

Critics of this idea may believe that with such thinking, there is no reason to believe that anything matters. But where Spinoza may be coming from is the idea that, in the larger scheme of things, nothing matters, which leads us to put our pains and struggles – including, as investors – into perspective.

Much of the time, in life and in investing, we would be better off zooming out than zooming in. Rather than being ticker watchers of our own lives, and rather than zooming in and magnifying and thus worrying about the daily volatility in our stocks, we would be better off thinking about our lives and investments as pale dots that are just specks on the canvas of eternity.

5. Lessons from the Past for Today’s Tech Bear Market – Chin Hui Leong

Lesson #2: You don’t have to time the bottom 

If you think that Buffett made a poor investment decision in October 2008, you may want to reconsider. For him, it was never about timing the bottom. In his op-ed, Buffett made it clear that he didn’t know where stock prices are headed over the next month or even a year. Not that it mattered. 

Between 16 October 2008 and today, the NASDAQ has risen by almost 650%, a satisfying return despite missing the bottom. Individual stocks have done even better. For instance, shares of Amazon (NASDAQ: AMZN) and Apple (NASDAQ: AAPL) are up almost 57-fold and over 42-fold, respectively, over the same period The examples above send a clear message. 

You don’t need to buy at the bottom to generate handsome returns…

Lesson #5: Quality beats timing

Like Buffett, I have never timed any of my stock buys perfectly. Let me share two examples. 

In February 2007, I bought shares of Chipotle Mexican Grill (NYSE: CMG), a Mexican restaurant chain. With the benefit of hindsight, my timing was terrible. In October 2007, less than 10 months after I bought the shares, the NASDAQ hit 2,860 points before proceeding to fall to below 1,270 points over the next one and half years. That’s a 56% fall. As it turns out, my timing didn’t matter in the long run. Today, 15 years later, those shares are up over 2,500%, a satisfying return by any account. And that’s not the only instance. 

Here’s a different example. 

In May 2010, I bought shares of Booking Holdings (NASDAQ: BNKG), more than a year after the stock market had bottomed out in March 2009. By then, the stock market was already up by 37% from its low. Again, the timing of my entry was off by a wide margin. But that didn’t matter in the end. Today, over a decade later, shares have risen by over 10-fold from the day I bought my first shares.   

6. iPhone Production Site Locked Down, An Interview With Bill Bishop about China (and Substack) – Ben Thompson and Bill Bishop

That’s actually an interesting way to transition to what’s happening in Ukraine and the way China’s approaching and dealing with it. I was telling some friends when this first happened that because there’s sort of a conflicting messages, some Chinese banks were not forwarding financing for Chinese companies buying energy from Russia, for example, it’s like “Oh, yeah, China’s leaping on board”!, and then meanwhile, you would have diplomats being on the other side giving the talk about this territorial integrity and “NATO’s actually the real problem”, and it’s like territorial integrity seems to only apply to Russia, not to Ukraine. It does seem like that latter message is starting to really carry the day, you haven’t heard any real deviation from that. Is that your read too? They’re trying to straddle this line of not out and out endorsing Russia’s action, but at the same time, they also believe that big countries should be able to take territories that they believe are theirs, and that US encroachment is the real problem.

BB: That’s right. China is very clearly leaning towards the Russian side. You see it in the way they talk about the roots of the crisis. You see it in the way they don’t describe it as an invasion, they use the Russian term, I think is like “special military operation”. They are coordinating and amplifying Russian disinformation. The big thing in the last few days has been the biolabs in Ukraine, and this is all before the news today. This was leaked out of the White House, they were spreading it around DC yesterday, to multiple outlets and people this idea that the US has intelligence that the Russians have asked Beijing for military aid and China hasn’t said yes, so that’s not necessarily an indication of Beijing leaning to one side or the other. But clearly, governments in Europe, NATO, there is not a lot of doubt where China really is leaning, and you have to go back to the February 4th statement when Putin went to Beijing for the Olympics opening ceremony and before that in a summit with Xi Jinping and they put out this 5,000+ word document that was effectively a manifesto for a new international order that was basically a Sino-Russian-led order. I don’t know that Xi Jinping knew and I doubt he would have approved or not approved of what Putin was doing, but it’s not a coincidence that within a matter of weeks Putin went in and Beijing has not really done anything to criticize the Russians.

What do you think has been China’s view of the response of the West? Because I think even those of us in the West have been surprised and struck by the vigor of that response. Is that a similar sense in China too, where they expected the West to roll over and it be like a similar Crimea sort of situation or in China’s case, a South China Sea situation, and the degree of fervor in response has been a shock to them? Or is it like “The West is raising a big hissyfit and it’s not going to make any difference”?

BB: No, I think it’s been a bit of a shock, I also think it’s been useful to them.

First on the shock part, I do think that they’re especially surprised by the German and the EU reaction, not so much by the US reaction. And certainly, I think China in that February 4th statement with Russia, they called out NATO, China does not like NATO, and I think it is disturbing or distressing for them to see what looks like a strengthening NATO, as opposed to one that was kind of almost destroyed under the previous US president who might have pulled out.

From a utility perspective though, seeing this set of sanctions is incredibly useful to Beijing, as it has been working for several years on how to strengthen its financial system to be able to deal with what they expect to be US-led financial war against China at some point in the future. Xi Jinping over the last few years has been talking up self-sufficiency in all sorts of areas. Last year, he made a big point of talking up the importance of building up strategic reserves, and they’ve built up strategic reserves for a long time, but this signaled a much more concerted push and a much larger number of sectors. There was a joke going on from some Russian foreign policy guy about “The great thing for Beijing about Russia and the Soviet Union is they get to look at their big brother up north and learn from all the mistakes they make” because, obviously, Xi Jinping and the Communist party made a big deal about learning from why do the USSR fall and how do we avoid that here and the people’s Republic of China. So, there is a lot of value, I think, for Beijing in watching how these sanctions unfold, seeing what the US and EU can do, but also seeing who’s not participating. India’s not participating, a lot of the Middle East, the global South — it’s not the whole world. As much as here in say, DC or Brussels, maybe people talk about everyone’s united, in fact, not really.

When the UN vote happened, I saw a tweet and someone was like, “Oh, Russia stomped at the UN”. And I’m like, well, no, actually, if you go through and calculate by population, this is pretty close to 50/50. Particularly, since a lot of the largest countries in the world abstained.

I guess this is really the critical question about what China is going to do in response. To what extent are they really going to lean into building an alternative to the US dollar, US tech-dominated world? To what extent is that going to be a super explicit policy? Is this going to be “We’re going to do stuff on the edges” or is this going to really be a hardcore focus going forward? And how does that play into the Russia thing? Are they going to sell stuff to Russia? Are they going to allow a flourishing grey market that they can sort of pretend doesn’t exist but does? I mean, how do you see them responding to this in the long run?

BB: So, there are a few questions there. First, I think China already wants to build a tech ecosystem that is as independent as possible from US domination and risks in the US. I mean, that was the lesson they learned from a little bit from ZTE, but really from Huawei and the way the US government effectively destroyed that company. On the financial side, China has also been trying for a long time to move away from the dollar-based global financial system. It isn’t happening and it’s been far too slow and far too hard to do.

Are they really actually willing to go all the way to be what would be necessary to be a global reserve currency? I guess the question I have about China is they always tend to default towards what’s best for China, and there’s some extent where if you want to be a global hegemon, you have to do things that benefit the hegemon, the overall broadly, even if there’s some angles that hurt you specifically. The US, in some aspects they’re hurt by the deficits that they run, but running the deficits is critical to the dollar being dominant. Is China willing to actually go all the way?

BB: Not yet. A great question, it’s one of the great points. It’s one of the reasons why it hasn’t worked. You can put money in China, but you can’t get it out. There are a lot of reasons why most people or most countries, most big investors, don’t want to put a lot of their cash into Renminbi.

This is not something that happens overnight, but what’s happening though, and especially, under Xi Jinping and especially given the relationship with the US over the last several years, is all of these things have taken on a lot more urgency inside China and inside the Chinese leadership, and I think the Ukraine crisis and the sanctions against Russia will only add to that kind of urgency. China has to look at “If there’s certain things we want to do that involve taking territories that we see as key to our national rejuvenation, how will the rest of the world react and how do we harden our system to be able to withstand those shocks?”

To one of your earlier questions though, I think actually that the big Chinese banks, I would be very surprised if they flout the sanctions, because they have too much to lose globally. Sanctions on North Korea, the big banks have tended to actually go along because, again, they have too much to lose. The issue’s going to be in some of the smaller banks, some of the banks that are not as worried about losing access to the global financial system. And certainly, there’s going to be a lot of people trying to make money on the side, on arbitrage trades, where even if there’s some big deal where some state-owned company buys a bunch of oil from Russia at a discount, I can pretty much guarantee you that they’re going to be people who then take some of the oil and then try and probably resell it overseas for the markup. This actually opens up a whole bunch of business opportunities from the Chinese side to deal with these sanctions, because Russia does not have a lot of leverage or bargaining power right now when they’re selling all the things that China wants.

7. SONY, Season 10, Episode 3 – Benjamin Gilbert and David Rosenthal

Ben: And we are your hosts. Listeners, today we are telling the story of the company that Steve Jobs idolized and modeled Apple computer after, the Sony Corporation.

David: Literally modeled himself after. You know the story of the black turtlenecks and the Sony connection.

Ben: Enlighten us.

David: The story goes that Steve idolized Sony whenever he visited and saw that there was a uniform that Sony employees had. He was like, that’s a great idea. I want Apple to have a uniform. Where did you get that uniform? He bought a pack, he made a proposal to Apple, and people were like NFW.

Ben: Didn’t Sony employees have uniforms because the clothing was scarce after World War II?

David: Yeah, I think that was part of the origin. Steve decided, okay, if Apple can’t have a uniform, I’m going to have a uniform. And so he went to Issei Miyazaki, the famous Japanese designer who had made the Sony uniform, and got him to make him a hundred black turtlenecks…

…David: Interesting. Of course, Sony also does pretty well in the cassette industry with what you’re referring to, the Walkman. This is another thing I didn’t realize. The Walkman came out pretty concurrently with the rise of CDs, but as you were saying, it’s not like you could take a big honk in-home CD player on the road.

Ben: No. CDs were not portable for a long time. On the EA episode where we interviewed Trip Hawkins, we talked about how famously, Madden was Trip’s folly. Of course, he was vindicated and proven very right even though it cost a lot of money, took a lot of time, and ended up being an enormously powerful franchise.

That is the story with the Walkman. This is Morita’s folly. He single-handedly thought that, hey, we’ve got this cassette player, but really, it’s a cassette recorder and it doesn’t have speakers. It’s a little chunky, but people can take it out in the world, record stuff, and listen to it on the speakers. I think there’s a market for people who want a slimmer, sexier version of that where we throw away the recording capabilities, we get that right out, stop taking up space with the speaker, and attach headphones.

All of the marketing people at Sony are like, no, there’s no market for that. No one wants to walk around outside in their own little world listening to music and headphones. You concurrently have the engineering saying, but we need lots of power to produce all the sound. It’s not really technically viable because we need to produce all this audio so that it goes out into the world.

You have Morita going, no, it’s going to be low power because we’re going to make these amazing low-power headphones. We only need to produce a little bit of sound because it’s going to be right next to people’s ears.

This was a consumer behavior that did not exist in the world that Akio Morita just said, everybody, trust me, let’s invest in this. It completely changed human history forever and the way that humans walk around out in the world.

David: It’s amazing that it was Morita who did this. This is the kind of stuff that Ibuka usually does. The sentiment on the board and in the company against Morita—Morita at this point is that the CEO of Sony—was so strong that he had to make a promise that if the initial 30,000-unit production run didn’t sell by the end of the year, then he would resign from Sony.

Ben: I didn’t realize that.

David: Yeah. He had to literally lay his cards on the table.

Ben: The way Morita phrases it in the book is this quote that is “Steve Jobs before Steve Jobs.” I’m going to make that point 11 times in this episode because it’s not that Steve Jobs is a rip-off of Akio Morita. It’s that he so badly wanted to be Akio Morita. He was such a better marketer in his time of a lot of the concepts that a lot of us grasp on to Steve’s version of them, even though a lot of the concepts are actually Akio’s version of them.

There’s this one quote in particular, which is, “I do not believe any amount of market research could have told us that the Sony Walkman would be successful, not to say a sensational hit, that would spawn many imitators. And yet the Sony Walkman has literally changed the habits of millions of people around the world.” He said this in 1986. Steve Jobs would say things like this, “Apple doesn’t do focus groups.” “You have to invent something.” “People can’t tell you what they want.” These are all Morita-isms.

David: I know. It’s so amazing. Everybody really should go read the book, Made in Japan. It’s very, very good.

Ben: John Sculley, between Steve and Steve CEO at Apple who famously Steve convinced to come over from Pepsi so he didn’t have to sell sugar water for the rest of his life. His quote about Steve is that he was a freak about Sony and that it was nearly fetishistic. In fact, he even had a collection of Sony letterhead and marketing materials.

He talks a lot about how the Mac factory was designed to emulate the Sony factory, that super crisp, pristine look, the idea that the factories were spotless. John Sculley says this made a huge impression on him. While Apple didn’t have colored uniforms, it was every bit as elegant as the early Sony factories that we saw.

He goes on to say, which I thought was really interesting, Steve didn’t want to be Microsoft. He didn’t want to be IBM. He wanted to be Sony. Right around this time, Sculley and Steve even met with Akio Morita. He says, “I remember Morita gave Steve and me one of the first Sony Walkmans. None of us had ever seen anything like it before because there had never been a product like that.” This is 25 years ago. “Steve was fascinated by it. The first thing he did was take it apart and look at every single part, how the fit and finish was well-done, how it was built.”

This whole thing comes totally full circle when Morita eventually passes away. Steve Jobs in ’99 is giving the Macworld keynote. He starts the keynote by putting up a picture of Akio Morita, who they used in the Think Different campaign, and says—and this is a quote from Steve on stage—”While he was leading Sony, they invented the whole consumer electronics marketplace, the transistor radio, Trinitron television, first consumer VCR, Walkman audio CD.”


Disclaimer: The Good Investors is the personal investing blog of two simple guys who are passionate about educating Singaporeans about stock market investing. By using this Site, you specifically agree that none of the information provided constitutes financial, investment, or other professional advice. It is only intended to provide education. Speak with a professional before making important decisions about your money, your professional life, or even your personal life. Of all the companies mentioned, we currently have a vested interest in Amazon, Apple, and Chipotle Mexican Grill. Holdings are subject to change at any time.

What We’re Reading (Week Ending 13 March 2022)

The best articles we’ve read in recent times on a wide range of topics, including investing, business, and the world in general.

We’ve constantly been sharing a list of our recent reads in our weekly emails for The Good Investors.

Do subscribe for our weekly updates through the orange box in the blog (it’s on the side if you’re using a computer, and all the way at the bottom if you’re using mobile) – it’s free!

But since our readership-audience for The Good Investors is wider than our subscriber base, we think sharing the reading list regularly on the blog itself can benefit even more people. The articles we share touch on a wide range of topics, including investing, business, and the world in general.

Here are the articles for the week ending 13 March 2022:

1. Tech and War – Ben Thompson

In response to the invasion Western governments unleashed an unprecedented set of sanctions on Russia; these sanctions were primarily financial in nature, and included:

  • Disconnecting sanctioned Russian banks from the SWIFT international payment system
  • Cutting off the Russian Central Bank from foreign currency reserves held in the West
  • Identifying and freezing the assets of sanctioned Russian individuals

The sanctions, which were announced last weekend, led to the crashing of the ruble and the ongoing closure of the Russian stock market, and are expected to wreak havoc on the Russian economy; now the U.S. and E.U. are discussing banning imports of Russian oil.

This Article is not about those public sanctions, by which I mean sanctions coming from governments (Noah Smith has a useful overview of their impact here); what is interesting to me is the extent to which these public sanctions have been accompanied by private sanctions by companies, including:

  • Apple has stopped selling its products in Russia (although still operates the App Store).
  • Microsoft has suspended all new sales of Microsoft products and services in Russia, and SAP and Oracle have suspended operations.
  • Google and Facebook suspended all advertising in Russia.
  • Activision Blizzard, Epic Games, EA, and CD Projekt suspended game sales in Russia.
  • Disney, Sony, and Warner Bros. paused film releases in Russia, and Netflix suspended its service.
  • Visa and Mastercard cut off Russia from their respective international payment networks, and PayPal suspended service.
  • Samsung stopped selling phones and chips, and Nvidia, Intel, and AMD also stopped selling chips to Russia.

This is an incomplete list! The key thing to note, though, is few if any of these actions were required by law; they were decisions made by individual companies…

…Last January I wrote an article entitled Internet 3.0 and the Beginning of (Tech) History that argued that technology broadly has passed through two eras: 1.0 was the technological era, and 2.0 was the economic era.

The technological era was defined by the creation of the technical building blocks and protocols that undergird the Internet; there were few economic incentives beyond building products that people might want to buy, in part because few thought there was any money to be made on the Internet. That changed during the 2000s, as it became increasingly clear that the Internet provided massive returns to scale in a way that benefited both Aggregators and their customers. I wrote:

Google was founded in 1998, in the middle of the dot-com bubble, but it was the company’s IPO in 2004 that, to my mind, marked the beginning of Internet 2.0. This period of the Internet was about the economics of zero friction; specifically, unlike the assumptions that undergird Internet 1.0, it turned out that the Internet does not disperse economic power but in fact centralizes it. This is what undergirds Aggregation Theory: when services compete without the constraints of geography or marginal costs, dominance is achieved by controlling demand, not supply, and winners take most.

Aggregators like Google and Facebook weren’t the only winners though; the smartphone market was so large that it could sustain a duopoly of two platforms with multi-sided networks of developers, users, and OEMs (in the case of Android; Apple was both OEM and platform provider for iOS). Meanwhile, public cloud providers could provide back-end servers for companies of all types, with scale economics that not only lowered costs and increased flexibility, but which also justified far more investments in R&D that were immediately deployable by said companies.

There is no economic reason to ever leave this era, which leads many to assume we never will; services that are centralized work better for more people more cheaply, leaving no obvious product vector on which non-centralized alternatives are better. The exception is politics, and the point of that Article was to argue that we were entering a new era: the political era.

Go back to the two points I raised above:

  • If a country, corporation, or individual assumes that the tech platforms of another country are acting in concert with their enemy, they are highly motivated to pursue alternatives to those tech platforms even if those platforms work better, are more popular, are cheaper, etc.
  • If a country, corporation, or individual assumes that tech platforms are themselves engaged in political action, they are highly motivated to pursue alternatives to those tech platforms even if those platforms work better, are more popular, are cheaper, etc.

Again, just to be crystal clear, these takeaways are true even if the intentions are pure, and the actions are just, because the question at hand is not about intentions but about capabilities. And while I get it can be hard to appreciate that distinction in the case of a situation like Ukraine, it’s worth noting that similar takeaways could be drawn from de-platforming controversies after January 6 and the attempts to control misinformation during COVID; if anything the fact that there are multiple object lessons in recent history of the willingness of platforms to both act in concert with governments and also of their own volition emphasizes the fact that from a realist perspective capabilities matter more than intentions, because the willingness to exercise those capabilities (to a widely varying degree, to be sure) has not been constrained to a single case.

2. The Secret to Braving a Wild Market – Jason Zweig

In the fall of 1939, just after Adolf Hitler’s forces blasted into Poland and plunged the world into war, a young man from a small town in Tennessee instructed his broker to buy $100 worth of every stock trading on a major U.S. exchange for less than $1 per share.

His broker reported back that he’d bought a sliver of every company trading under $1 that wasn’t bankrupt. “No, no,” exclaimed the client, “I want them all. Every last one, bankrupt or not.” He ended up with 104 companies, 34 of them in bankruptcy.

The customer was named John Templeton. At the tender age of 26, he had to borrow $10,000—more than $200,000 today—to finance his courage…

…The next year, France fell; in 1941 came Pearl Harbor; in 1942, the Nazis were rolling across Russia. Mr. Templeton held on. He finally sold in 1944, after five of the most frightening years in modern history. He made a profit on 100 out of the 104 stocks, more than quadrupling his money.

Mr. Templeton went on to become one of the most successful money managers of all time. The way he positioned his portfolio for a world at war is a reminder that great investors possess seven cardinal virtues: curiosity, skepticism, discipline, independence, humility, patience and—above all—courage.

3. The Changing World Order: Focusing on External Conflict and the Russia-Ukraine-NATO Situation – Ray Dalio

As explained before and more comprehensively in my book Principles for Dealing with the Changing World Order, it seems to me that we are now seeing three big forces that are changing the world order in ways that never happened in our lifetimes but happened many times throughout history:

1) The Financial/Economic One: Classically and currently the world’s leading power (which typically has the leading currency) is spending much more money than it is earning, which is leading it to borrow a lot and print a lot of money to buy the debt, which is reducing the value of the debt and money relative to the value of goods, services, and non-debt investment assets. This is producing inflation in goods, services, and investment assets. History has shown that when the coffers are bare and this sort of money printing takes place, financial weakness is near, and financial weakness causes all sorts of problems and precedes declines. When the coffers are bare and there is the need for more spending on both “guns and butter” there is a lot more printing of money, inflation, and political reactions to inflation.

2) The Internal Conflict One: Classically and currently there is great internal conflict over wealth and values gaps that is leading to populism of the right and populism of the left and fights between the sides. There is a “win at all cost” mentality, which eliminates the compromising and rule-following that is essential for maintaining internal order. The more internal disorder there is the more polarity and fighting there is, which typically leads to some form of civil war.

3) The External Conflict One: Classically and currently the rising of one or more foreign powers to become comparable in power to the leading power(s) leads to power struggles, typically external wars, that determine which power(s) will be in control and what the new order will be.  

Classically and currently these three cycles—i.e., the financial/economic one, the internal conflict one, and the external conflict one—are both individually evolving and influencing each other to create the Big Cycle of rises and declines of empires, countries, dynasties, and world orders…

Some relevant principles are:

  • International relations are driven much more by raw power dynamics than internal relations are. That is because all governance systems require effective and agreed-upon 1) laws and law-making abilities (e.g., legislators), 2) law enforcement capabilities (e.g., police), 3) ways of adjudicating (e.g., judges), and 4) ways of inflicting punishments. None of these has been able to be established on a global basis because the most powerful countries won’t give up power to the majority of countries because it would be unwise for them to do so. For example that is the reason that the US-China trade dispute wasn’t adjudicated by the World Trade Organization.
  • There are five major kinds of competitions or wars that exist between countries:
  1. Trade/economic wars
  2. Technology wars
  3. Geopolitical wars
  4. Capital wars
  5. Military wars   
  • These competitions or wars reward the winners and penalize the losers, which reinforce their strengthenings or their weakenings. They vary in severity from healthy competitions to all-out wars. The progression tends to be from the first one on the list (trade/economic wars) toward the last one on the list (military wars), with each growing in intensity. Then, when a military hot war begins, all four of the other types of wars are applied full-on and weaponized. For these reasons, by monitoring the progression and intensities of the conflicts one can pretty well anticipate what is likely to come next.
  • To be a leading world power one must be strong in most of the major ways. For example the United States and China are now strong in all of these ways but Russia is not. For that reason Russia needs to align itself with a leading power (China) to win wars.
  • The weak will lose to the strong.
  • One must be strong internally in order to be strong externally. These ways and how strong each country is in them are measured and shown in the appendix to my book and will be updated on economicprinciples.org. 
  • People and countries are more likely to have cooperative relationships during economic good times and to fight during economic bad times.
  • Shortly before there is a military war there is an economic war that typically includes:
  1. Asset freezes/seizures
  2. Blocking capital markets access
  3. Embargoes/blockades

Over the weekend we saw significant intensifications of these economic war actions by Western (mostly NATO) powers, inflicting them on Russia. The magnitudes of increases and levels of these are a classic red flag that we should worry about a hot war between the major powers. At this moment we haven’t yet seen a retaliation by Russia, though we are hearing nuclear and other threats. So it appears that we are in the “at the brink” part of the cycle that is just after the big intensification of the economic war attacks and just before the military hot war. In other words, while the military hot war has been confined within the borders of Ukraine, it could spread to include the major powers. Seeing an acceleration and intensification of these economic war actions and/or a retaliation by Russia to hurt the NATO countries would signal a major increase in the risk of a major hot war. When I say that it would signal a major increase in the risk, I wouldn’t yet say that it is probable.  

  • The choice that opposing countries face between fighting or backing down is very hard to make because both are costly—fighting in terms of lives and money expended and backing down in terms of the loss of status, since it shows weakness, which leads to reduced support. This is playing a role for both Russia and the opposing Western powers since backing down would be viewed as an unacceptable sign of weakness as the world is now looking to find out who will win this war. Putin now appears trapped. This could be dangerous or it could neuter Russia as a power. We will soon find out which happens.
  • Hot wars typically occur when irreconcilable existential issues cannot be resolved by peaceful means. For example existential issues a) for Putin might be having another Western/NATO-supported country on its border, b) for China might be not having control over Taiwan, c) for Iran and/or North Korea might be not having nuclear weapons to protect themselves, and d) for the US and other countries might be these countries having these things.[1]
  • The greatest risk of hot war is when both parties have military powers that are roughly comparable because if one side is dominant it typically gets its way by simply threatening war. Russia and NATO have roughly comparable military capability.
  • Winning means getting the things that are most important without losing the things that are most important, so wars that cost much more in lives and money than they provide in benefits are stupid. This looks like a stupid war.

While these things sound ominous, my experiences over my lifetime have been that when push came to shove all sides, when faced with the choice of pulling back or experiencing mutually assured destruction, chose pulling back from hot wars. My first encounter with this, which is also the most analogous case to the one at hand, was the Cuban Missile Crisis when Russia had a sympathetic government and arms on the border of the United States and the United States considered that an existential threat and the parties could have gone to nuclear war fighting over it. I remember watching TV news and thinking that it was implausible that either side would back down and then being relieved that the decision makers chose to back down and find a path out of what could have been total destruction. I also remember how close a call that was because some of the leaders and generals favored war over the path that was taken to avoid war. For that reason, I believe it’s too early to consider the movement to a hot war between Russia and NATO countries likely. Instead of trying to anticipate it I’d rather react to the next stepped-up threats and/or some form of actual attack, which I would expect to be more restrained than an all-out military hot war.

4. Eric Mandelblatt – Investing in the Industrial Economy – Patrick O’Shaughnessy and Eric Mandelblatt

[00:11:16] Patrick: I’m sure the answer varies by commodity, by different parts of the world, but I think we’ve become so used to the ability of supply to catch up to demand in the digital world instantly or extremely quickly, whereas in the physical world there are cycles. There’s undersupply, there’s building of supply, there’s a lot on the other side. Walk us through what cycles look like in commodities. What drives them, how long does capex take to get outlaid to start pulling more commodities out of the ground? Give us a tutorial on how this world works, because it’s not this instant supply demand matching like we’ve come to expect in digital economies.

[00:11:51] Eric: We’re not going to reprogram the software. It’s a lot more complicated than that. Let’s use numbers to frame. Global oil and gas capex in the middle part of the last decade was running $0.5 trillion a year. Global metals and mining capex was running $140 billion a year. So, these are big capital-intensive businesses. Frankly, it’s why investors don’t like them. They’re cyclical and they’re capital intensive, but it depends upon the industry. All industries within commodities are not the same, but these tend to be pretty long lead time, long capital cycle commodities. Again, US shale would be an exception to that. But I’ll use copper as an example. First of all, 3 of the largest 10 copper mines in the world today were discovered over 100 years ago. And we estimate that from start to completion, if you and I, Patrick wanted to go build a copper mine in the Andes Mountains today, we estimate based on the mines that were developed over the last 10 years, that is a roughly 10 to 15 year investment cycle. Meaning we’re going to this project to FID and it’s going to take us a decade plus in order to bring supply online.

So, the punchline here is these tend to be relatively long lead time industries. Again, depends upon your sub-industry. It’s tough to be too generic. What’s different this cycle versus previous cycles is what I would call the relative inelasticity of supply growth. This is a key investment theme for us here at Soroban. There’s a saying in commodity land that the cure to high prices is high prices. What that means is that in a traditional commodity cycle, when the price of the commodity goes up, you’ve created an economic incentive for producers to drill new wells, build new mines, bring new supply in. When that supply comes into the market, ultimately it creates an equilibrium and the price comes down. And what we’re seeing this cycle is something that is very different, where not only are the big markets we’re investing behind, aluminum, copper, nickel, oil, as examples, in deep structural undersupply today, meaning inventories are drawn, there’s already shortages emerging up these commodities. But we’re also seeing a lack of a supply response.

And why is that? I think there’s a few factors that are playing into the inelasticity of supply. One, the most important one is I think the decarbonization and ESG backdrop, where governments, politicians, key stakeholders, including shareholders, and society at large is uncomfortable with the notion, particularly in energy, that we’re going to add new fossil fuel resources. So, shareholders are saying, “We don’t want to invest in energy companies. We want to starve the supply base.” That is having real implications. Banks not lending against E&P companies. And therefore the energy sector is probably the best example of this inelasticity, it’s creating supply tightness. Where normally when the price moves up, everybody, the producers are ready to go spend money. This time around because of the government interference, because of differing shareholder and societal pressures, we’re not seeing the same supply response.

So, I think that’s part of it. Part of it is the fear of carbon taxes. A lot of these industries, steel, aluminum, fertilizers are large carbon emitters. We could be stepping into a world, and we can talk more about this, where carbon taxes is a critical driver of the profitability of producers. And right now we don’t know what the rules of the carbon tax and quota world are going to look like. On one hand, we have the US with no carbon taxes today and then many industries in Europe are subject to carbon taxes today that are over $100 a ton in Europe. So, producers are hesitant in these carbon intensive, big emitting industries to add new supply because they don’t know how the carbon intensity of their product is going to be taxed. So, I think there’s an element of it there. I think part of it is just economics. We lived in a major down cycle for the last decade. Use oil as a great example. Less than two years ago, WTI oil was at -$37 a barrel. Today we’re at $93. So, there’s been $130 move in the oil price in less than two years. Now let’s pretend, Patrick, you and I are on the board of Exxon Mobil or Chevron. We’re debating. Should we take to FID? Should we commission a project in the deep water, Nigeria, Angola, Guyana?

Well, we’re not going to get our capital back on that project for probably 10 years. We’re going to get no cash flow for 5 years. So, what commodity price should we be budgeting? Should we budget -$37 or should we be budgeting $93? So part of it is returns on capital were depressed. The commodities themselves are incredibly volatile and that’s creating angst in the shareholder base, in the management teams, and in the boards, as they’re determining what rate of supply growth, how aggressively do they want to attack supply? So, the net of all of this is we’re in an environment right now where the global economy’s booming. We’re hopeful China’s coming back after a really weak 2021. We have a very favorable demand backdrop. We think, for certain commodities, that demand backdrop is going to get exceptionally good because of this decarbonization trend. Think of the green commodities, the coppers and the nickels, the aluminums that are going to see demand spike because we’re pushing decarbonization initiatives. But generally it’s a very favorable demand backdrop and yet we’re having major supply challenges here. And our view at Soroban, each commodity’s different, but we don’t think these supply challenges are going to be rectified in the near term. We think these are potentially decade plus supply challenges in front of us…

[00:43:47] Patrick: If I wanted to compare businesses within commodity industry, how do you do that? Like how much differentiation is there both from a stock ownership shareholder perspective and also from a customer perspective producer? Because I think about oil, it’s this fungible thing, you’re a price taker, like there’s some lousy features. In the same way you highlight the great features of the railroads, there’s some really lousy features structurally of an oil business. How do you think about Exxon versus Chevron, or the differing nature as you’re building a portfolio of individual securities, not just buying like a sector ETF or something, what do you think about that?

[00:44:20] Eric: Each commodity is different, but you’re correct. These are capital-intensive, they’re cyclical businesses, and you’re price takers. It’s not a railroad that you get three to four points of price. So you have to start with understanding the commodity market itself. If you’re going to invest in steel equities, you have to have a point of view on the steel cycle, and the consolidation that’s happening in North America, or fertilizers, aluminum, copper, et cetera. The interesting thing today, this is an overly generic comment, is almost every market we’re looking at is in deep structural undersupply, and we have this issue around inelasticity around supply. And then in some commodities we’re seeing spiking demand. It’s a backdrop I’ve never witnessed during my career where you have the starting point today – we could talk individuals, aluminum, copper, nickel, zinc, oil, fertilizers – deep structural under supply, real tightness in the underlying commodities, inventories drawing significantly to razor tight levels.

So that’s the starting point. And then let’s talk supply and demand. Demand? Global economy’s booming. It’s booming with China largely having been on its back in 2021. Now the US is going to slow. So I think there’s going to be a bit of a handoff between the US and China, but overall, US nominal GDP is growing, I think grew 12% in 4Q. So we have a pretty strong backdrop of demand. Plus we’re going to get the decarbonization spike in the coppers, and the nickels, and the aluminums. And then on the supply side, we have this inelasticity, the shareholder activism, the resource nationalism that we’re not seeing the supply response. So it’s this incredible cocktail, again, that I’ve never seen of deep, deep under supplied markets today, lack of immediate supply growth, and a demand picture that’s actually quite favorable. Oh, and then we can talk about carbon taxes, which is going to throw this whole system in whack, because carbon’s in everything we consume, and certain end markets that are very carbon-intensive – aluminum, cement, fertilizers as an example – if the world moves to a carbon quota system, if the world becomes Europe, it’s going to throw cost curves completely out of whack. And there’s going to be certain producers, I’d highlight Alcoa in aluminum as an example of this, that are going to make windfall profits for a decade plus because of the new carbon tax regime. So it’s an incredible cocktail in front of us right now.

[00:46:53] Patrick: You mentioned Alcoa, it seems like a really interesting opportunity to dig in on one example of how all this stuff might affect a fairly simple and recognizable business. Most people have probably heard of Alcoa. I like the description you gave of Alcoa to me one time, which is that it’s the physical manifestation or derivation of energy as a concept placed into a physical product. So walk us through Alcoa’s business, just at a high level, and how these exogenous things like carbon taxes, like the carbon scene that you’ve just painted, might affect an individual business like this.

[00:47:23] Eric: That’s great. So what do they do? They make aluminum. They make over 2 million tons of aluminum per year. They’re roughly a 3% supplier into the global market. Now they were the biggest aluminum supplier in the world 20 years ago. So what happened in aluminum? I think it’s an illustrative, a good illustrative market. The Chinese woke up 20 years ago, they said, “We have all this cheap coal, let’s turn it into power. What do we do with the power? Well, let’s make aluminum. Let’s make fertilizers. These are really power-intensive, energy-intensive commodities. And let’s export that all over the world.” So what happened? 20 years ago they essentially had no domestic aluminum industry. Today they’re almost 50% of the global aluminum supply. It’s amazing. They destroyed the aluminum business. Their very cheap, but very dirty and carbon-intensive coal, they turned it into aluminum, and they exported it all over the world. And if you were a developed world producer, if you were Rio Tinto, they own Alcan, if you’re Alcoa, they destroyed your business. And we lived in a 15 year down cycle in the aluminum business.

Now what’s different this time? Well, China’s woken up and they’ve said, “Wait a second, the world doesn’t like us emitting all this carbon, we’re destroying our environment, we’re making no money making this aluminum, maybe we should not continue to grow our domestic aluminum supply.” And they’ve created a cap, the global market’s 70 million tons of aluminum, and they’ve created a cap, I think it’s at 45 million tons, and they’ve said, “We’re just not going to build smelters beyond that. We’re ultimately going to reduce our reliance on aluminum smelting as a country.” The problem is there’s no one taking the handoff, because Alcoa’s not building new smelters, Rio Tinto’s not building new smelters. And the backdrop, aluminum’s one of the highest demand growth commodities, pre-decarbonization, and it’s a major decarbonization winner. So we’ve got a demand backdrop that’s going to grow 4% or 5% a year, the Chinese were more than supplying all of that for the last 15 years, and now they’ve said, “Well, we’re capping out supply.” So what’s going to happen? In our opinion, you’re already seeing the inventory draws. What’s going to happen is the world’s going to be short aluminum.

So let me give you the Alcoa examples here. Let’s put aside carbon taxes, we’ll come back to that. Aluminum’s at $3,200 per ton today. At $3,200 aluminum, Alcoa’s generating low teens EPS per share, no capital allocation, the business has zero debt at the end of the year. So just looking at the EBIT, dropping it to net income, they’re doing $12, $13 of earnings and free cash per share; the stocks at $70. The business being valued at six times free cash flow. So that’s like a 17% unlevered free cash flow yield at $3,200 aluminum. 

But two things. Number one, I think prices are going up. The best commodity forecasters nobody can do it well, none of us know exactly where commodity prices are going to land, the best commodity forecasters out there are Jeff Currie’s group at Goldman Sachs. They’re carrying $3,850 aluminum price forecasts for 2022, and ultimately rising to a $5,000 aluminum price, I think it’s in 2024. At $5,000 aluminum, Alcoa is doing $27 per share of free cash flow. And by the way, that’s before capital allocation. The share count’s coming down dramatically, because they’re sweeping cash now. So you have a business that’s being valued at $72 per share that ultimately is probably going to generate somewhere between $10 and $30 a share of earnings and free cash in the next few years.

You don’t need a lot of $20 per share of free cash flow to eat very quickly into what’s a $73 stock that has no leverage. In three or four years this company has no market cap if they’re paying dividends and buying back stock at the rate that we anticipate. And then on top of that, we have a point of view, it’s not happening tomorrow, it might be a 10+ year journey, but ultimately the world’s going to move to a carbon quota, carbon tax system. We’re not going to let the Chinese dump dirty steel, dirty aluminum, dirty fertilizers, nitrogen, phosphate in the United States and not tax it for the carbon intensity. If you think about it, the average smelter in China today is emitting 16 to 17 metric tons of carbon per ton of aluminum produced. Alcoa’s corporate average is 4.3. So take 16 minus 4. Alcoa is emitting 12 metric tons less carbon per ton of aluminum produced. So if we taxed carbon at $100 per ton, we’re already taxing it higher in Europe, that basically means that the marginal producer is getting priced up by the 12 tons, that’s $1,200 lower on the carbon cost curve that Alcoa is versus the Chinese. 

The Chinese are half the world’s aluminum. They are the marginal producer. $1,200 per ton of P&L for Alcoa is almost doubling what their P&L was in 2021. Said differently, to make it a per-share metric, $100 carbon tax is $8 per share of added earnings power at Alcoa. This is the mega bull case if I just take the Goldman tax $5,000 price forecast, that’s $27 a share free cash flow, I add an $8 per share from a carbon tax, This is ridiculous to even say, but there’s no doubt Alcoa is going to earn over $20, maybe over $30 per share before the share count comes down, so all the per share math is going to get better over time as well. So we look at that as a great thematic beneficiary, structural undersupply, demand’s growing strongly driven by decarbonization. And then the cherry on top is the optionality around carbon taxes.

5. Special: Ho Nam from Altos Ventures — A Different Approach to VC – Benjamin Gilbert, David Rosenthal, and Ho Nam

Ben: Ho, for folks who don’t know, what is the fox and the hedgehog concept?

Ho: Jim Collins wrote about this in Good To Great and his conclusion was these great CEO’s, great companies are run by these hedgehogs that really have one big idea and they have one big mission in life, versus the fox who is very smart and very clever, there may be polymaths, they’re the great serial entrepreneurs, and they’re very popular with VCs. They could hang out at these cocktail parties. They’re very smooth. They’re really, really good at fundraising.

The hedgehog is really this boring creature, not very good at fundraising, does no networking, he doesn’t even like VCs, he doesn’t want to meet anybody. They’re just too busy doing their own thing. Nose to the ground, that’s the hedgehog personality. Collins just perfectly nailed it and when I wrote that blog post, I was thinking this is just like Sam Walton. I had Sam Walton in my mind. He’s one of the all-time great hedgehogs. His book, Made in America, told me what the mind of an amazing entrepreneur looks like.

We’re very, very fortunate that he got sick at the end of his life because he never would have written that book. He would’ve been out duck hunting, visiting his stores, and doing all those things he loved, but he was bound at home. Everybody wanted him to write something and he finally wrote it. We’re very lucky that we got to get a glimpse into his mind.

Buffett, of course, is another amazing hedgehog. You have this guy who, at the time—I don’t know how old he was, in his 80s or 70s—he hasn’t needed to work for money for decades, but he’s still working; he’s now 90 or 91 years old.

David: He didn’t have to work for money when he left Graham Newman.

Ho: That’s right, at age 25 he had enough to retire, but they keep going. They keep going on and on like the Energizer Bunny. They never run out of energy. Why is that? What is it about certain guys that become billionaires and they’re still showing up to work? Not only showing up to work, but they say they tap dance to work. Bezos copied Buffett’s lines, he’s like, I tap dance to work every day. Buffett’s still there. Sam Walton’s still there to the end, to the very end. You have to carry them out with a stretcher.

They’re some of the people who are just like that. We’re trying to study who these people are. We’re trying to incorporate some of that for ourselves as well. How do we structure the work and surround ourselves with the types of people that give us joy, that motivate us to come back, to keep coming back, to keep doing it, rather than to say I’m done, I’m punching out?

We’re always thinking about that because our role model is the Buffett kind of guy. We didn’t set out to start the venture firm for ourselves, so we punch out at the age of 50 or 60 and say, why did I start something so I could give it to the next generation?

I think I’m going to just be around for a while. The next generation could join us. They’re fantastic people and these are people I want to invest in. We think of the next generation as we are both LPs and GPs. We want to invest in that next generation. I think that’s one of the things we observe with some really enduring franchises, where they are no longer thinking about the business as a GP. They’re really thinking about it as an LP. They become both LP and GP…

…Ho, let me ask you a question. This will take us a little bit into the firm history. We’ve thrown around Roblox, we’ve thrown around Coupang, we’ve thrown around Woowa Brothers. At this point, these multi-billion dollar investments, these things keep happening to you. You know what excellence feels like now in terms of the results, and then back-testing that against what those entrepreneurs look like when we invested very early in them. Can you take us back emotionally to what it was like the first time you started to see your first 3X, 5X, 8X, where you knew you had something in the portfolio, where you were looking at each other, like we actually might be good at this. One of these companies might go and what your psychology was around that point in time.

Ho: It’s such an interesting question. It’s complicated. There’s the people equation and then there’s also the business equation. I’ll talk about the people a little bit and then we’re going to talk about the business fundamentals. The people, we already talked about a little bit. We just have a bias towards certain kinds of entrepreneurs, what we call the hedgehog versus the fox.

There’s nothing wrong with foxes and nothing wrong with amazing serial entrepreneurs. They’re incredibly competent people. They will make money over and over again. But I call the great serial entrepreneurs just amazing people who just have not yet found their true life’s calling. You could be a serial entrepreneur, have a bunch of fantastic hits but then you will find something and say, oh my God, this is it. I found what my life’s purpose is. I’m here for the rest of my life. We’re looking for that match—company founder fit.

Sam Walton was like that. Sam Walton was a very successful serial entrepreneur, very successful even as a teenager. He was making all kinds of money. He was making thousands of dollars which is big money back in those days. Just like Buffett was a very successful teenage entrepreneur. He’s always been fairly wealthy, fairly successful, but he did not start Walmart until age 46. He was already a wealthy, successful guy. At 46, he founded Walmart and that was it. That was it for the rest of his life, the one thing.

We’re looking for the people, the one thing. This is our true life’s mission at this point in our lives. We’re not looking for yet another deal to make money. Why would we do that? Don’t show me another deal that just makes money. Show me an opportunity to build something really special with a special group of people that have a mission, their life’s mission (hopefully) and how can we support them on that.

Guess what, if you actually do that, the money will be there. Don’t worry about making money, that cannot be the reason to do any deal. It’s got to be because you want to work with these people and it’s got to because we have a chance to build something. It’s about the people that’s such a critical component.

David: You’ve said a bunch to me and I love adapting a Buffett analogy, but you want to find people and I think you all think of yourselves this way in Altos. Where you’re painting a masterpiece versus your painting by numbers. When you’re painting a masterpiece, there is no formula and it’s never done.

Ho: Yeah. Every time it’s just different. But Buffett calls Berkshire his painting, that’s my painting. When he buys business from one of these great founders who became a billionaire, he tells them, you have this masterpiece. I want to hang it in my museum. I’m not going to touch it. I’m not going to rip it apart, sell it off in pieces. I’m going to hold onto it forever. It’s a beautiful masterpiece.

Sometimes you do the painting and it turns out to be not so good. Sometimes it’s a masterpiece, but it’s just unique. It’s just different every time. We’re looking for an artist. There’s a lot of people out there who want volume, they want scale and paint by numbers will do it. You could build a much, much bigger business that way. Certainly much more predictable and much more repeatable. There’s a lot of people who want that.

David: Or maybe a bigger business faster.

Ho: Yeah. I think it’s the LP’s that are driving it. LPs really want predictability, repeatability. They don’t want to take too much risk. I kind of joke that everybody wants Berny Madoff without the fraud. Nobody wants fraud of course, but I think everybody was Berny Madoff. They want nice, steady. They don’t want to be too greedy. They just want steady returns, and there’s a lot of big funds that are just geared, they’re set up for that. Company after company, deal after deal, it’s like a cookie cutter. Crank them out of a factory and it’s a deal factory, a deal machine and the LP’s want it.

Okay, good for you that’s fine. We’re just going to do something different over here. If you want that, it’s a small piece of your portfolio because we’re not going to be able to crank it up in volume like that. We just have our own little thing going.

6. Moving Money Internationally – Patrick McKenzie

As we’ve covered previously about bank transfers, “moving money” is a misnomer, a simplification which covers a complex coordinated series of offsetting agreements about debts. When you move money domestically, your bank and the recipient’s bank use some intermediary system to coordinate a series of agreements which result in your bank agreeing it owes you less than it did prior and the recipient’s bank agreeing that it owes the recipient more than it did previously.

This same principle is at play in moving money internationally, with one interesting difference: banks largely cannot hold money extraterritorially directly, for most useful values of “directly.” Instead, they rely on a correspondent banking relationship.

Banks can have accounts at other banks, and extremely frequently do. A major reason to do this internationally is to facilitate payments in other currencies and other jurisdictions.

An example which shows the general pattern (with one tiny fib to save a few paragraphs of irrelevant detail): once upon a time, shortly before the global financial crisis, a young American banking at a small institution in Gifu Prefecture, Japan needed to send in his student loan payment to the servicer working for the U.S. government. The U.S. government, somewhat predictably, strongly prefers dollars over yen, and (perhaps less predictably) has incredible difficulty taking payments internationally.

That small institution, which will remain nameless since I still bank with them, holds some dollars on its books (a few hundred million dollars worth) but does not “physically” control more than the tiniest fraction of them. (That tiny fraction is paper dollars which, if you are a Gifuite anticipating a vacation to e.g. Hawaii, you can purchase at your local branch office in small quantities for a fairly hefty spread.) The vast majority of its dollars are owed to it by Mitsubishi UFJ Bank, the largest bank in Japan.

MUFJ is the largest supplier of yen/dollar liquidity in Japan, but it does not have direct access to the U.S. banking system. (In something of an oddity, it does today control a U.S. subsidiary which has full access, but that was not available back in the day.) Instead, it holds accounts at a variety of U.S. banks.

The one which acted as the intermediary bank on the wire (Wachovia) is no longer with us. MUFJ had an account with Wachovia, which is to say that the dollars MUFJ owned were owed to it by that bank. Neither MUFJ nor my own bank had custody of the dollars they were going to move on my behalf.

MUFJ’s intermediary had full access to the U.S. financial system, including to FedWire, which does domestic wire transfers.

When my local bank executed the wire, it passed an instruction to MUFJ, which passed an instruction to Wachovia, which effected a funds transfer through FedWire, which goes through the Federal Reserve, causing Bank of America to be owed slightly more money by the Fed, which it swiftly agreed that it owed me most of (after deducting a fee). And thus an offsetting series of rapid agreements about changes in amounts owed between bilateral counterparties results in me having less yen and the U.S. federal government having more dollars, plus each at least five entities earning a fee.

In broad strokes, this is how correspondent banking has always worked. Note the absence of an explicit technological substrate here: it could be conducted over TCP/IP, by a telegraph, or with a letter carried between countries on horse. And, indeed, all of those have been extensively used in correspondent banking over the centuries.

7. Brinton Johns, Jon Bathgate – Cadence: Software Behind Semiconductor Design – Matt Russell, Brinton Johns, and Jon Bathgate

[00:03:22] Matt: I’m personally excited for this breakdown. I spent my career as an investor dedicated to energy and industrials, so it always felt like we were the Sunday matinee, and software and tech was the primetime programming. So I thought a good place to start with Cadence, where it sits at this interesting intersection of software and hardware, it’s a $40 billion company at the time of this recording, but by no means a household name. I thought maybe we could start working backwards, and Brinton, I’ll start with you. Can you share a product that I interact with on a day to day basis, and how Cadence plays a role in bringing that product to life?

[00:04:00] Brinton: Well, first of all, thanks for saying, that we were the main event, because Jon and I, a semiconductor analyst, really, most of the time, we felt more like the redheaded stepchild than the main event. That’s very flattering. If you think about your phone, let’s just use an iPhone, and we work backwards, then this device, of course, has a lot of chips inside of it. Those chips, a lot of them are now designed by Apple itself, an OEM that became a chip maker. A lot of them are designed by other companies, they’re made at TSMC or Samsung, but probably mostly TSMC. And then they are made behind semiconductor equipment. So we think about ASML and KLA and AMAT, and then we sort of work back. And they’ve got memory in it, which is a different kind of chip. And then, all the way back, and the linking factor throughout all of these things is, you have to have a tool to design all those chips on. I’m going to simplify it, Jon will give a more nuanced answer, but there’s really only two companies in the world that do that. This is the tool that engineers live on, every day, all day long, every company that designs chips has it. And it’s integral to the way the world works today.

[00:05:08] Jon: You described it well, Brinton. I think, if you think about a knowledge worker, if you’re working in financial services, and you come sit at your desk every day, you probably are working in Microsoft Office and Excel or PowerPoint. Unfortunately, I would say, if you’re a creative, you’re are probably in the Adobe suites, you’re working on Photoshop, or illustrator. And EDA tools, so tools from Cadence, and their closest competitor, Synopsys, are the productivity tools for designing a chip. One way you can think about how the software actually works is, the end result, what you’re trying to produce is really a blueprint for a chip. You think about a company like Autodesk, that provides the software for architecture and engineering, when you’re trying to build a house, and you’re trying to build a blueprint for that house. And semiconductors, you’re also trying to build a house and a blueprint. But you’ve got 60 billion rooms in that house, and in each room in the house is one ten thousandth the width of a human hair. That’s the starting point of what EDA software is. It’s highly, highly technical. It’s this productivity platform and design platform for designing a chip. To Brinton’s point, they partner with the chip designer, which would be an engineer at someone like Apple, which is a systems company that designs their own chips, or household chip design names, someone like NVIDIA or Intel or AMD. Some broader context on just how the in works? So semiconductors, to Brinton’s point, it’s a $550 billion industry. Roughly 15% of chip industry sales are spent on R&D. It’s a very highly R&D intensive industry. Actually, 15% of that, give or take, is spent on ESA tools.

Take 15% squared, is 2.25%, I think, going back to my math degree. That gets you about a $10 billion market for EDA software. What I think is fascinating about EDA software is, you have a $10 billion industry, cadence has, give or take, a third of that market. You have this $550 billion industry sitting on top of EDA software and semiconductors, where you literally cannot build a chip or design a chip without this mission critical software. You abstract that one more level, and you think about, I mean, smartphones are a $400 billion industry, PCs are a $250 billion industry, and you’ve got hundreds of billions of dollars going into the Cloud. We’ve realized that you can’t build a car now without semiconductors, you go to medical devices, and this long tail of things that are built on chips. So it feels like the whole global economy that’s going digital, which, I would argue, is most of the economy at this point, is built on the shoulders of these two special companies, which are Cadence and Synopsys. That’s why we’re excited to talk about it…

…[00:09:06] Jon: Cadence, specifically, so they were formed by the merger of two EDA companies, EDCA and SDA, which I think are trivia questions in the semiconductor industry now. Cadence was formed in 1989. What’s interesting about the forming of Cadence, as it was where the semiconductor industry had gone, from a vertical integration model, with everyone doing everything themselves, to Brinton’s point, to specialization. It also coincides with when TSMC was founded in the ’80s. Also, when some of the major equipment manufacturers, like ASML and Lam Research, were also founded. I think part of it was, the writing was on the wall a little bit, like in the ’70s and early ’80s, the number of transistors in a given chip was in the thousands. You could see with the progression of Moore’s Law, that number was doubling in density every two years, basically, that things were going to get extremely complex very quickly. That’s why you had this interest in disaggregating this vertical integration model. Also, I would say, it democratized the chip business because it made it possible for someone, whether it’s a vertically integrated equipment maker, or end device maker, or just a group of engineers, to come in and start a company. Because all of a sudden you don’t need millions of dollars to build a factory and build your own internal tools, and build the equipment. You can just by the software from Cadence, and partner with TSMC, to actually build your design. That’s the founding story, where I think it’s so interesting, as it coincides with this disaggregation of the vertical integration model in Semiconductor Land.

...[00:12:14] Matt: Yeah, maybe you could walk us through the process. I think you touched on this a little bit, in one of your previous answers, but if a company like Apple wants to actually get into the designing of a chip, can you walk us through what the cycle of that looks like, all the way from initial plans, how they integrate Cadence, working with a chip manufacturer, and then into production?

[00:12:36] Brinton: Sure, there’s a couple of good examples. I’ll start at, think about Apple, or even Amazon, for that matter. Apple bought PA Semiconductor in 2008, it was a relatively small transaction, from Apple terms, hundreds of millions of dollars, not billions. We look at what they’ve done with it over time, of course, making the application processor, and now, all the way to displacing Intel into their PCs with an M1 chip, that’s an arm-based trip. You hire a team of engineers, you use these tools, Cadence and Synopsys. You develop IT over time, and then get it fabbed at TSMC. They started a relationship directly with TSMC, and then, that chip then goes to Foxconn. They put your phone together and it gets shipped straight to the customer, right? Most of the time, the brand isn’t even touching the device. It’s sort of fascinating. Also, one of the areas we haven’t hit on yet, that’s been democratized, is IP blocks, and Jon can talk about this a lot more. But just one important point to make is, in semiconductors, there is no GitHub of IP. It’s distributed around a lot of different companies. Developing your own IP is important, but most of the chip is still IP blocks that you’re sourcing from other places, and you have to deal with several companies to get those.

[00:13:53] Jon: This IP point is really important. So the basic building blocks for building a chip is a great team, to Brinton’s point. And you need the basic tools, the EDA tools, from Cadence or Synopsys. On the IP front, most designs, especially in digital semiconductora for a smartphone, in this example, use what we call off-the-shelf IP, where you actually license intellectual property from a third party. Arm Holdings, which is in the news daily right now, because if the failed acquisition attempt by NVIDIA, provides that IP. For the processor that is in your iPhone, or in your Mac and MacBook, and iPad now, the architecture, the instruction set for that chip, was actually licensed from Arm. Then Apple will take their thousands of engineers, and literally, I mean, at one point, that I think is noteworthy on a leading edge chip, like we’re talking about with Apple, where they’re using the most kind of advanced process technology out there, the cost of designing these chips is in the high hundreds of millions of dollars for a five nanometer chip, which is the leading edge.

Right now, there’s numbers out there from McKinsey or Gardner, or other third parties, that would put that number at over 500 million. The basics of designing the chip are incorporating these third party IP blocks, which is almost like Legos. A lot of the process now is actually taking, even something as simple as if you want to have USB in the chip. USB is actually not that differentiated, or USB compatibility, I would say. So you don’t need to invent the next USB, you just need something that is going to charge when you plug it in. The device will understand how that process works. That’s something they could actually license from a company like Cadence or Synopsys. It’s kind of a multi-year journey. You put the IP blocks together. You actually do a lot of simulation on the chip, both in software, and actually in hardware. There are tools, where Cadence does very well, called emulation tools.

You actually will run really heavy simulation, that looks just like a server rack, or racks of servers, like a server container, to actually simulate the chip, to make sure it’ll work. The way the process works is at the end of designing the chip, it’s called taping it out. So you tape out the design. Then you have to put that into a photomask, which is kind of the stencil for the chip, or it’s like the negative, if you’re thinking about a negative of an old photo, or something like that. And those, even the masks themselves, cost $10 million now. The cost of failure on one of these designs is very high, and that’s part of the reason why these tools are so critically important. First of all, they’re enabling a lot of innovation, but also, you have to really trust the tools, that you are going to come out with the outcome that shooting for.

Once you have the photomasks, you actually, you would pass that on to your manufacturing partner. One of the things we haven’t really gone into is just the different kinds of chip companies. Brinton mentioned fabulous companies. That’d be someone like NVIDIA, where a fab is the term for chip manufacturing facility. It’s short for a fabrication facility. A fabless company is a company like NVIDIA, that designs the chips, but they do not own their manufacturing. That’s different from what’s called an IDM, which is the Intel model, which is integrated device manufacturer. And that’s where manufacturing and design are still incorporated into the same company. It is important to distinguish those two. So if you were at NVIDIA, you would hand off that design, and the photo mask, to your manufacturing partner, which is TSMC, or if you were Intel, you would hand that off to your manufacturing group, which is obviously, inside of Intel.


Disclaimer: The Good Investors is the personal investing blog of two simple guys who are passionate about educating Singaporeans about stock market investing. By using this Site, you specifically agree that none of the information provided constitutes financial, investment, or other professional advice. It is only intended to provide education. Speak with a professional before making important decisions about your money, your professional life, or even your personal life. Of all the companies mentionedwe currently have a vested interest in Activision Blizzard, Alphabet (parent of Google), Apple, Coupang, Mastercard, Meta Platforms (parent of Facebook), Microsoft, Netflix, Paypal, and Visa. Holdings are subject to change at any time.

What We’re Reading (Week Ending 06 March 2022)

The best articles we’ve read in recent times on a wide range of topics, including investing, business, and the world in general.

We’ve constantly been sharing a list of our recent reads in our weekly emails for The Good Investors.

Do subscribe for our weekly updates through the orange box in the blog (it’s on the side if you’re using a computer, and all the way at the bottom if you’re using mobile) – it’s free!

But since our readership-audience for The Good Investors is wider than our subscriber base, we think sharing the reading list regularly on the blog itself can benefit even more people. The articles we share touch on a wide range of topics, including investing, business, and the world in general.

Here are the articles for the week ending 06 March 2022:

1. TIP 422: Frontier Market Investing w/ Maciej Wojtal – Stig Brodersen and Maciej Wojtal 

Stig Brodersen (00:01:12):

So we are very excited to speak with you here today and talk about investing in frontier markets, and specifically about Iran. And here on the show, we are big followers of, Warren Buffett. I don’t necessarily think Warren Buffett would invest in Iran. That’s not so much what I’m saying, but he’s very famous of saying that there’s no difficulty bonus in investing. And I thought of this exact quote, going into this interview, because I heard you comparing investing in Iran with what happened in Poland and China, whenever the markets open up. So perhaps for our listeners, could you talk about what does a market open an up mean?

Maciej Wojtal (00:01:45):

So market opening up can mean, obviously, many different things and it will be different. But if we look at the last 20 years of history and those main markets, the main thing it meant is that there was an inflow of foreign capital and usually not enough liquidity in the stock market to absorb it, which meant that the local market was just moving rapidly higher in a very short period of time. For example, in the early 90s, China opened up, also not fully partially, and the index in dollar terms went up around 12 times in less than two years. Well, it’s interesting to know that at that time, China was actually still under sanctions after Tiananmen Square. So it wasn’t very easy and it wasn’t very straightforward still, when it opened up and there were no foreign investors involved. When they came, the market just skyrocketed. With Russia, it was similar. I mean, the index in dollar terms in, I think, it was 1994, went up around 10 times. Again, in less than two years.

Maciej Wojtal (00:02:50):

[Poland] was so even more striking because the stock market was launched around 1992, 1993. For the first two years, nothing really happened. The stocks were trading at free time earnings. No one was investing. There were no foreigners. Then foreign investors saw, okay, it’s actually a stable enough economy after transitioning from socialism to market economy. It’s stable enough. And they started investing and the market went up in dollar terms almost 25 times, 25X in less than two years. Then it crushed, obviously, then it went up again. But at the beginning, it was just moving sideways at very low valuations. And then there was this sudden inflow of foreign capital that just lifted the market big time…

…Maciej Wojtal (00:07:13):

But actually, Iran is much more than just China, Russia, and Poland in the early 90s because of the same sanctions. The other countries just opened up to the flow of foreign capital. Iran will also open up its economy. Right now when you look at Iranian companies, you have exporters. For example, petrochemical exporter, most profitable petrochemical companies in the world, just like in Saudi Arabia, highest margins. But if you are an Iranian exporter and want to sell your products abroad, it’s difficult for you to find investors because it’s Iranian, people know there are sanctions. So they don’t know whether they are allowed to buy products from you or not. So you have to entice them by offering discounts. So the selling prices that you’re realizing are much lower than global prices that other companies are realizing. Then try to get paid. If you’re Iranian company, banks don’t really work. The connections between Iranian banks and foreign banks, try to get your products insured, try to arrange logistics…

…Maciej Wojtal (00:12:43):

Iran is completely misunderstood because it’s been under sanctions because it’s been shut down, there are not too many foreigners in Iran, investing or living. So people just don’t know. And Iran, so starting with the very basic facts, is a big country of 84 million people with the median age of around 30 years with the beautiful demographic profile. And it’s located in the region between Middle East and Central Asia. So it’s very important because Iran benefits from its location because it is, for example, on the way of Chinese China’s Belt and Road Initiative, and very important country between Europe and Asia. But it’s also important because Iran plus all its neighbors, it’s more than 500 million people. It’s like second Europe. And Iranian companies have very good connections in the region. They are well placed to export in this region. So the whole market, when you look at Iran for those companies, say, okay, 80 million people, but then many regional exporters export to the market of 500 million people. That’s why they can gain enough scale. And for example, sustain through sanctions.

Maciej Wojtal (00:13:56):

But what is very important is the quality of people in Iran. So the education level, so tertiary education enrollment rates are similar to Europe. Iranians have 5,000 years of written history and there is a strong sense when you speak to Iranians that they understand this and that there is this heritage, strong culture heritage, and that education has always been important. So you get very strong quality of people that you can employ and wages are lower than in Vietnam. It’s as ratio of cost quality, probably the best country in the world. Now, when it comes to the economy, indeed, Iran has the largest combined oil and gas reserves in the world. But it is only, right now, it’s actually less than 10% of GDP. It used to be 15% then because of sanctions, now, Iran is exporting much less oils, so it’s less than 10%, for sure.

Maciej Wojtal (00:14:55):

And the rest of the economy, it’s a well diversified economy. You have a lot of manufacturing. They produce more than a million cars per year. So while the industry is related to car manufacturing and the steel industry is huge, auto parts, then petro chemicals industry is very important. So all this makes it a well diversified economy that is self-sufficient to a large extent. So they don’t import a lot of goods. They do have to import some essential goods, some food products, some pharmaceutical products. But the majority of what they consume is actually they can produce themselves. These are good things about having sanctions for a couple of decades, that you don’t have a choice. You need to develop all those different industries so that your economy can function properly.

Maciej Wojtal (00:15:39):

So yes, it is rising because when you look at Iraq or Saudi Arabia, more than 90% of GDP is coming from oil. And in Iran, those commodities, so it’s not only oil and gas, it’s also metals like iron ore, zinc, some other industrial metals deposits as well. This is an additional feature of the Iranian economy that can help to kickstart the growth and help finance infrastructure investments, for example. So this is important. But the biggest opportunity is actually in the non-oil part of the Iranian economy and in the resources, that’s the main resource of the Iranian economy. And this is also reflected in the stock market. What struck me, I mean, I was very surprised to learn that the stock market has 600 companies listed across 50 different industries and there is no oil and gas on the stock market. So it’s not a proxy on oil prices.

Maciej Wojtal (00:16:32):

You have petrochemicals, telecoms, steel companies, pharmaceuticals, lot of different manufacturing companies, software companies, consumer staples, FMCG companies. So really like a proper well diversified market. The market cap is around $250 billion. So probably one of the biggest frontier markets. If it was classified as a frontier, it would be one of the biggest frontier market with proper liquidity. So the average daily liquidity last year was around $400 million. $400 million of trading per day in Iran with no foreign investors. All of foreign investors are, as I said, less than half a percent of the market cap. So it’s all local money driven by individual retail investors. So you have one to 2 million retail investors that invest probably around $100 on average. And this makes the market very inefficient, which is very interesting as well for professional investors. It’s a bit like China A-Shares before hedge funds started investing there or Vietnam at an earlier stage before institutional investors got involved.

Maciej Wojtal (00:17:43):

So this was what struck me when I started learning about Iran. One thing is how well developed the country is. Then absolutely how I enjoyed meeting and spending time and talking with the local people. And they’re super friendly. I mean, another misconception about Iran, because of political reasons, the whole country is often portrayed as the country of, I don’t know, terrorists or some dangerous place out there. And when you go to Iran, if you travel there by yourself, you see that if you go around different cities, you meet people. If they speak English, they will approach you and have a chat with you. They don’t have too many tourists. So everyone is curious. Everyone is super friendly. So not only neutral, they’re friendly and want to have a chat, want to get to know you. It’s a very tolerant society.

Maciej Wojtal (00:18:34):

So obviously, Iran as a country is Muslim. It’s a [Shia] Muslim country. You have big minorities, Sunni minorities, Jewish minorities, Christian minorities. I was going around site seeing different churches, was going to Jewish synagogues, Zoroastrian churches, Christian churches, and everyone is doing his thing. There is no police in front of the church. It’s open and the society is tolerant. More than that, you actually have permanent seats in the Iranian parliament for the Jewish minority, Christian minority, and the Zoroastrian minority, so that they are also represented in the parliament. Again, the situation with women. So I guess that people in the West who don’t know, who don’t understand Iran, probably only notice that women in Iran have to wear hijab, right? That this is compulsory to cover your head. But when you look deeper, actually, the majority of students are women from the top universities in Iran. When you start to get to know the local families, you understand that households and household budgets and the most important decisions they are run by women. They actually control the households.

Maciej Wojtal (00:19:48):

And when I meet with women in professional jobs, working in banks and so on, they are the best educated with the best English, doing really important jobs. With countries like Iran, it’s so important, it’s so good to go there by yourself, and actually not only do your own investment research, but get to know the country, start to understand its culture, its population. So this was a very surprising, positively surprising thing to observe. And I had no bias. I mean, I had never met an Iranian in my life before my first trip to Iran. I went there for the first time in 2016, when the JCPOA was signed, so the Iran nuclear deal was signed. The UN sanctions were lifted and it became legal for non-US people to invest in Iran. So this is the first time I went there.

2. An Interview with Intel CEO Pat Gelsinger – Ben Thompson and Pat Gelsinger

Stepping back, a critical piece of making this strategy work is the secular bet that computing is going to significantly increase. TSMC has obviously made the same bet and their capital expenditures are stratospheric. Right now we see this chip shortage, it’s very acute, but at the same time, IFS isn’t going to reach scale for several years. Are you worried that we’re going to have a situation where all this TSMC capacity comes online, IFS comes online, Samsung comes online — this is classic in the semiconductor industry — that there’s suddenly way too much capacity? Are you worried about a slump in that case?

PG: I’m not really, but let’s tease it apart a little bit more, Ben, while I sit here. The first thing I’d ask you, because there is a cyclical nature to the semi industry, when was the last time we had a logic surplus, not a memory surplus?

I don’t know.

PG: The last memory surplus was about three and a half years ago. The last logic surplus was over a decade ago. So, this idea, as I asserted at the investor event, was there’s an insatiable demand for computing and high performance.

You had smartphone though over the last decade though; going forward it’s all high performance, machine learning, that’s where you see all the demand coming from.

PG: Yeah, I just could see I want my phone to be more powerful at lower power. I want my cloud to be more powerful at lower power, my car — we’ve talked about the automotive industry going from 4% of the BOM to 20% of the BOM by 2030. Where’s that bill of materials going in the auto semi? High performance connectivity, autonomous vehicle characteristics, which are hundreds of tops of performance requirement, advanced infotainment systems, and EV, the electrification of the vehicle, which is largely specialty nodes at that point. None of it’s going into mature nodes, all of it’s going into advanced computing. As we tear that apart, we’re not all that worried.

Now, let’s look at the capital expenditures. Only three companies get to go below 10 at scale. Samsung, TSMC, and Intel. Obviously, Samsung’s capital budget is clearly going to be carved up between memory, taking the majority of it, and logic. My budget is not going to be carved up between memory and logic, it’s all about logic. TSMC’s capacity is carved up between mature — they’re now having to go can reinvest the mature nodes.

3. ‘Yes, He Would’: Fiona Hill on Putin and Nukes – Maura Reynolds and Fiona Hill

Maura Reynolds: You’ve been a Putin watcher for a long time, and you’ve written one of the best biographies of Putin. When you’ve been watching him over the past week, what have you been seeing that other people might be missing?

Fiona Hill: Putin is usually more cynical and calculated than he came across in his most recent speeches. There’s evident visceral emotion in things that he said in the past few weeks justifying the war in Ukraine. The pretext is completely flimsy and almost nonsensical for anybody who’s not in the echo chamber or the bubble of propaganda in Russia itself. I mean, demanding to the Ukrainian military that they essentially overthrow their own government or lay down their arms and surrender because they are being commanded by a bunch of drug-addled Nazi fascists? There’s just no sense to that. It beggars the imagination.

Putin doesn’t even seem like he’s trying to make a convincing case. We saw the same thing in the Russian response at the United Nations. The justification has essentially been “what-about-ism”: ‘You guys have been invading Iraq, Afghanistan. Don’t tell me that I can’t do the same thing in Ukraine.”…

Reynolds: Do you think Putin’s current goal is reconstituting the Soviet Union, the Russian Empire, or something different?

Hill: It’s reestablishing Russian dominance of what Russia sees as the Russian “Imperium.” I’m saying this very specifically because the lands of the Soviet Union didn’t cover all of the territories that were once part of the Russian Empire. So that should give us pause.

Putin has articulated an idea of there being a “Russky Mir” or a “Russian World.” The recent essay he published about Ukraine and Russia states the Ukrainian and Russian people are “one people,” a “yedinyi narod.” He’s saying Ukrainians and Russians are one and the same. This idea of a Russian World means re-gathering all the Russian-speakers in different places that belonged at some point to the Russian tsardom.

I’ve kind of quipped about this but I also worry about it in all seriousness — that Putin’s been down in the archives of the Kremlin during Covid looking through old maps and treaties and all the different borders that Russia has had over the centuries. He’s said, repeatedly, that Russian and European borders have changed many times. And in his speeches, he’s gone after various former Russian and Soviet leaders, he’s gone after Lenin and he’s gone after the communists, because in his view they ruptured the Russian empire, they lost Russian lands in the revolution, and yes, Stalin brought some of them back into the fold again like the Baltic States and some of the lands of Ukraine that had been divided up during World War II, but they were lost again with the dissolution of the USSR. Putin’s view is that borders change, and so the borders of the old Russian imperium are still in play for Moscow to dominate now.

Reynolds: Dominance in what way?

Hill: It doesn’t mean that he’s going to annex all of them and make them part of the Russian Federation like they’ve done with Crimea. You can establish dominance by marginalizing regional countries, by making sure that their leaders are completely dependent on Moscow, either by Moscow practically appointing them through rigged elections or ensuring they are tethered to Russian economic and political and security networks. You can see this now across the former Soviet space.

We’ve seen pressure being put on Kazakhstan to reorient itself back toward Russia, instead of balancing between Russia and China, and the West. And just a couple of days before the invasion of Ukraine in a little-noticed act, Azerbaijan signed a bilateral military agreement with Russia. This is significant because Azerbaijan’s leader has been resisting this for decades. And we can also see that Russia has made itself the final arbiter of the future relationship between Armenia and Azerbaijan. Georgia has also been marginalized after being a thorn in Russia’s side for decades. And Belarus is now completely subjugated by Moscow.

But amid all this, Ukraine was the country that got away. And what Putin is saying now is that Ukraine doesn’t belong to Ukrainians. It belongs to him and the past. He is going to wipe Ukraine off the map, literally, because it doesn’t belong on his map of the “Russian world.” He’s basically told us that. He might leave behind some rump statelets. When we look at old maps of Europe — probably the maps he’s been looking at — you find all kinds of strange entities, like the Sanjak of Novi Pazar in the Balkans. I used to think, what the hell is that? These are all little places that have dependency on a bigger power and were created to prevent the formation of larger viable states in contested regions. Basically, if Vladimir Putin has his way, Ukraine is not going to exist as the modern-day Ukraine of the last 30 years…

Reynolds: So how do we deal with it? Are sanctions enough?

Hill: Well, we can’t just deal with it as the United States on our own. First of all, this has to be an international response.

Reynolds: Larger than NATO?

Hill: It has to be larger than NATO. Now I’m not saying that that means an international military response that’s larger than NATO, but the push back has to be international.

We first have to think about what Vladimir Putin has done and the nature of what we’re facing. People don’t want to talk about Adolf Hitler and World War II, but I’m going to talk about it. Obviously the major element when you talk about World War II, which is overwhelming, is the Holocaust and the absolute decimation of the Jewish population of Europe, as well as the Roma-Sinti people.

But let’s focus here on the territorial expansionism of Germany, what Germany did under Hitler in that period: seizure of the Sudetenland and the Anschluss or annexation of Austria, all on the basis that they were German speakers. The invasion of Poland. The treaty with the Soviet Union, the Molotov-Ribbentrop pact, that also enabled the Soviet Union to take portions of Poland but then became a prelude to Operation Barbarossa, the German invasion of the Soviet Union. Invasions of France and all of the countries surrounding Germany, including Denmark and further afield to Norway. Germany eventually engaged in a burst of massive territorial expansion and occupation. Eventually the Soviet Union fought back. Vladimir Putin’s own family suffered during the siege of Leningrad, and yet here is Vladimir Putin doing exactly the same thing.

Reynolds: So, similar to Hitler, he’s using a sense of massive historical grievance combined with a veneer of protecting Russians and a dismissal of the rights of minorities and other nations to have independent countries in order to fuel territorial ambitions?

Hill: Correct. And he’s blaming others, for why this has happened, and getting us to blame ourselves.

If people look back to the history of World War II, there were an awful lot of people around Europe who became Nazi German sympathizers before the invasion of Poland. In the United Kingdom, there was a whole host of British politicians who admired Hitler’s strength and his power, for doing what Great Powers do, before the horrors of the Blitz and the Holocaust finally penetrated.

Reynolds: And you see this now.

Hill: You totally see it. Unfortunately, we have politicians and public figures in the United States and around Europe who have embraced the idea that Russia was wronged by NATO and that Putin is a strong, powerful man and has the right to do what he’s doing: Because Ukraine is somehow not worthy of independence, because it’s either Russia’s historical lands or Ukrainians are Russians, or the Ukrainian leaders are — this is what Putin says — “drug addled, fascist Nazis” or whatever labels he wants to apply here.

So sadly, we are treading back through old historical patterns that we said that we would never permit to happen again. The other thing to think about in this larger historic context is how much the German business community helped facilitate the rise of Hitler. Right now, everyone who has been doing business in Russia or buying Russian gas and oil has contributed to Putin’s war chest. Our investments are not just boosting business profits, or Russia’s sovereign wealth funds and its longer-term development. They now are literally the fuel for Russia’s invasion of Ukraine.

4. SPAC Startups Made Lofty Promises. They Aren’t Working Out – Heather Somerville and Eliot Brown

Dozens of startups that went public in a pandemic-fueled stock market frenzy are missing the projections they used to win over investors, many by substantial margins and just a few months after making those forecasts.

Nearly half of all startups with less than $10 million of annual revenue that went public last year through a special-purpose acquisition company, known as SPAC, have failed or are expected to fail to meet the 2021 revenue or earnings targets they provided to investors, according to a Wall Street Journal analysis…

…In November, eight months after electric bus and van maker Arrival SA’s public listing through a SPAC merger, Chief Executive Denis Sverdlov offered an update on an earnings call with investors. “We withdraw our long-term forecasts,” he said, adding that the company was putting forward “a more conservative view.”

It was a different tone from the pitch the company gave investors when it went public in March: Its revenue would grow from zero to $14 billion in just three years. It was a stunningly rapid pace—five years faster than Alphabet Inc.’s Google, the fastest U.S. startup ever to reach that level of revenue—particularly given Arrival hadn’t yet produced any vehicles.

The company declined to comment for this article. Its stock is down roughly 85% since listing.

Investors and academics have criticized speculative companies’ use of projections, saying they are used to create buzz and attract investors. The U.S. Securities and Exchange Commission has indicated it is considering new limits on the practice and some federal lawmakers have advanced bills to curtail it. While regulations around traditional initial public offerings strongly discourage companies from making forecasts about future performance, companies that list publicly by merging with SPACs—which are sometimes called blank-check companies—have freely used forecasts, often presenting investors with charts showing enormous growth…

…Professors who examined the issue found a correlation between ambitious forecasts and poor stock performance. Michael Dambra, an associate professor of accounting at University at Buffalo, and two co-authors looked at SPACs from 2010 through 2020 and concluded in a 2021 working paper that high-growth revenue projections are likely to be “overly optimistic and misleading to uninformed investors.”

“The more aggressive your revenue is, the more likely you are to underperform,” Mr. Dambra said in an interview.

5. TIP421: Expectations Investing w/ Michael Mauboussin – Trey Lockerbie and Michael Mauboussin

Trey Lockerbie (00:06:08):

Well, yeah. And the reason I brought up Bill is because I believe that success leaves clues. And he talked about the Santa Fe Institute and how much that had an impression on you, and how that might have shaped his thinking so to speak. So I know you’ve had a number of years working with the Santa Fe Institute, being chair of the board, etc. Maybe give us a glimpse or maybe even an example of a day you walked out of there and said, “Wow. That really changed my mind on something.”

Michael Mauboussin (00:06:33):

Yeah. So the first just by way of background, the institute was found in the mid ’80s. And the original founders felt that academia had become very siloed. So the biologists talked to the biologists, and the physicists to the physicist, and the economists to the economists. And most of the interesting and truly vexing problems in the world lied at the intersections of disciplines. And science has made incredible strides through reductionism, breaking things down into their components. But the argument is to go forward, we really need to unify different disciplines in some important way.

Michael Mauboussin (00:07:04):

So that was the mission. And if there’s a sort of unifying theme, it’s a study of complex adaptive systems, these evolutionary systems. And the simplest way to think about it is a bunch of different agents, whether they’re investors in the stock market, or neurons in your brain, or ants in ant colony that interact with one another. And then we examine what emerges from that whole set of processes. So you get this sense of it right there, no disciplinary boundaries whatsoever. It’s just interesting people pulled together.

Michael Mauboussin (00:07:30):

Let me maybe give two examples of things I think are super cool. One, and I think profoundly important in the world of investing was Brian Arthur’s work on increasing returns. Of course if you take an economics class, and really this appeals to common sense as well, what you learn is that high returns on capital tend to be competed away, which makes sense. So Trey, if your key business is super profitable, I come along and I say, “Gee, I can do what Trey does and maybe charge a little bit less than he does.” So you have to match my prices, and so on and so forth. So we sort of migrate our way down to earning our cost to capital.

Michael Mauboussin (00:08:07):

What Brian Arthur talked about was under certain conditions and circumstances, businesses could actually enjoy increasing returns. In other words, they end up being winner take most or winner take all markets. And again, this is not broad. This is not everywhere you look, but under certain conditions it could be true.

Michael Mauboussin (00:08:24):

And I think Bill was one of the first people to think about connecting that idea to markets, and thinking about businesses, and what the implications were. So that’s one that was both intellectually interesting, but also could be very lucrative in a market setting.

Michael Mauboussin (00:08:37):

The second bit of work, and this is just sort of a side. It is the work on scaling. And this is probably most associated with Geoffrey West. He wrote a wonderful, beautiful book called Scale for those who are interested in this topic in more detail. And just to set it up, Geoffrey’s trained as a theoretical physicist, but he collaborated with Jim Brown who’s a biologist and Brian Enquist who’s an ecologist. So people from different disciplines.

Michael Mauboussin (00:09:00):

So the simplest description of scale where they started was this idea of do you imagine just an X, Y chart, like one you’d know. But the key is that the X axis in this case is on a logarithmic scale. So instead of one, two, three, four, five, it is 1, 10, 100, 1,000. So the increments are the same percentage differences. So it’s a log scale. And then the Y axis same thing, also log scale.

Michael Mauboussin (00:09:22):

So on the X axis, you put the mass for example of a mammal. So how much they weigh. And on the Y axis, you put their metabolic rate, which is basically how much energy they need. So mass metabolic rate. You plot every mammal from a shrew or mouse to a blue whale, and they all fall on the same line on this log log scale with a three quarters exponent.

Michael Mauboussin (00:09:42):

Totally awesome. Right? So this has been understood for about 100 years. More than 100 years, probably. I think it’s called Kleiber’s law that Kleiber figured it out, but no one knew why. So the mystery was the why. So Geoffrey, along with Jim and Brian got together and figured out the why of why this particular scaling law works. And that immediately opened up a huge threat of research about scaling laws in other social systems, including cities and corporations. So this is really exciting stuff that is really coming out fast and furious.

Michael Mauboussin (00:10:16):

So cities also follow very fascinating scaling properties as do companies. We understand the mechanisms now for biological systems. I think the mechanisms for social systems are still being explored, which is super cool. So that has some implications for investing, for example. But maybe not as direct, but just a cool bunch of ideas, right?

Michael Mauboussin (00:10:35):

And this is just a tiny tasting. So there are many, many other things that are going on that are exciting and other whole initiative and collective intelligence. Collective intelligence work directly maps over to markets and market efficiency. So there are lots of parallels you can draw, but it’s super fun going down the path, right? Because there’s so many interesting people. And last thing I’ll say about SFI is that almost by nature, it draws people who are intellectually curious. Most of the scientists we have there have extraordinary street credibility in their own discipline, their core discipline. But they’re obviously very interested in lots of other stuff. So that makes it so much fun because everybody walks around. Everybody’s actively open-minded, so every conversation tends to be a blast. So that’s a little bit about SFI…

…Trey Lockerbie (00:26:35):

So going back to your restaurant example, it just came to mind a very tangible business, right? Real estate, and book values, and things like that. But you mentioned earlier this rise of intangibles. So also keeping on the theme of earnings that actually don’t create value necessarily. I’d love to break down the idea of intangibles for the audience. Let’s first walk through what constitutes an intangible and how it’s expensed, and then maybe how it could actually even distort a company’s earnings.

Michael Mauboussin (00:27:05):

So a tangible asset, a physical asset’s very much what it sounds like, right? Something you can touch and feel move. So think about factories or machines, inventory, stuff like that. An intangible asset is by definition non-physical. So what should conjure up is brand building, training, software code is considered to be an intangible. So these are ‘softer’ things. But of course, as you know important for building value.

Michael Mauboussin (00:27:31):

Now what’s happened is our global economy has transitioned from a reliance on tangible assets. So think back to the year 1900 and the dominant organization being something like U.S. Steel. So you have these big furnaces, and you’re moving steel around and so forth. That’s very tangible. And then if you think today of the most dominant companies, you’re thinking mostly companies that have intellectual capital. So you’re going to think about the Googles or the world, or big pharmaceutical companies, or something where the primary thing that drives the value are recipes, or ideas, or algorithms, or software basically.

Michael Mauboussin (00:28:06):

So that’s how the world’s changed. And to put a finer point on it, in the 1970s, tangible investment exceeded intangible investment by a factor of about two to one. And today, that relationship’s completely flipped. So intangible investment is twice as big as tangible investment, right? So that’s the first thing is a level set is our global economy has transitioned. By the way, if you think about it, it makes sense. We’ve gone through other transitions before.

Michael Mauboussin (00:28:30):

Now the second interesting question is how this is accounted for. So a physical asset, and let’s just say a restaurant might be a good example or a factory. You have to spend the money today to build it. And the accountants would say, “This is going to deliver value for some period of time. Let’s just make it say it’s 10 years.” There’s a something in accounting called the matching principle. What we want to do is match the expense over that full period of time. So you’d spend $1,000 on your factory. And then we depreciate that factory over 10 years. So $100 a year for 10 years. And that depreciation shows up as an expense, but that’s it. Just one 10th of it per year, over time.

Michael Mauboussin (00:29:08):

Intangible investments by contrast as accounts are like, “We’re not sure about the payback. We’re not sure about the useful life. And to be conservative, what we’re going to do is expense it.” So it’s all in expense day one. So even if you spend a lot of money on R&D or a branding campaign, and you’re completely persuaded that there’s a multi-year payoff, accounts are going to say, “Too uncertain, so we’re going to expense it all.” So again, the same investment in a tangible investment will go on the balance sheet and be depreciated. Whereas the intangible will go on the income statement and be expensed.

Michael Mauboussin (00:29:41):

Okay. So let’s try to make one more concrete example. Let’s say Trey, that you have a subscription business, right? And you want to get people to buy your subscription. And on average, when they buy your subscription, they stick around for five years. Well, the way to break it down is there’s going to be some cost to acquire those customers, right? Whether it’s your marketing spending or whatever it is. And then you’re going to get some stream of cash flows, again contractually for the next five years. And let’s say that’s a great investment. In other words, the cash flows you’re going to get over five years is worth a lot more than the cost to get those customers. So it’s an economically really attractive proposition for you as a business person to do this.

Michael Mauboussin (00:30:15):

Well, what’s going to happen to the accounting, right? It’s going to look horrible, right? Because the faster you grow, the more of these upfront expenses you’re going to be shouldering. Your earnings are going to look horrible, even though you’re building value every single day.

Michael Mauboussin (00:30:27):

Now the parallel back in the traditional world, the tangible world was Walmart. Walmart for the first 15 years it was public had negative free cash. So they earned money, but their investments were bigger than their earnings. So they spent more than they made, right? And by the way, when you’re negative free cash flow, that means you have to raise capital. That means you have to raise equity, or debt, or whatever it is. And Walmart did that for the first 15 years. Was negative free cashflow problem? No, it’s fantastic. Right? Because the stores they were building were wonderful. Great returns on capital. So the faster they grow, the more wealth they would create. Again, negative free cash flow. But really good economic propositions.

Michael Mauboussin (00:31:04):

So this is what’s happening in the world today is that as we’ve transitioned from one tangible world to an intangible world, even good unit economics, good businesses, they’re going to appear very different than they did in generation or two before. And as a consequence, you have to be careful about relying solely on earnings.

6. Berkshire Hathaway 2021 Shareholder Letter – Warren Buffett

Berkshire owns a wide variety of businesses, some in their entirety, some only in part. The second group largely consists of marketable common stocks of major American companies. Additionally, we own a few non-U.S. equities and participate in several joint ventures or other collaborative activities.

Whatever our form of ownership, our goal is to have meaningful investments in businesses with both durable economic advantages and a first-class CEO. Please note particularly that we own stocks based upon our expectations about their long-term business performance and not because we view them as vehicles for timely market moves. That point is crucial: Charlie and I are not stock-pickers; we are business-pickers…

…Last year, Paul Andrews died. Paul was the founder and CEO of TTI, a Fort Worth-based subsidiary of Berkshire. Throughout his life – in both his business and his personal pursuits – Paul quietly displayed all the qualities that Charlie and I admire. His story should be told.

In 1971, Paul was working as a purchasing agent for General Dynamics when the roof fell in. After losing a huge defense contract, the company fired thousands of employees, including Paul.

With his first child due soon, Paul decided to bet on himself, using $500 of his savings to found Tex-Tronics (later renamed TTI). The company set itself up to distribute small electronic components, and first-year sales totaled $112,000. Today, TTI markets more than one million different items with annual volume of $7.7 billion.

But back to 2006: Paul, at 63, then found himself happy with his family, his job, and his associates. But he had one nagging worry, heightened because he had recently witnessed a friend’s early death and the disastrous results that followed for that man’s family and business. What, Paul asked himself in 2006, would happen to the many people depending on him if he should unexpectedly die?

For a year, Paul wrestled with his options. Sell to a competitor? From a strictly economic viewpoint, that course made the most sense. After all, competitors could envision lucrative “synergies” – savings that would be achieved as the acquiror slashed duplicated functions at TTI.

But . . . Such a purchaser would most certainly also retain its CFO, its legal counsel, its HR unit. Their TTI counterparts would therefore be sent packing. And ugh! If a new distribution center were to be needed, the acquirer’s home city would certainly be favored over Fort Worth.

Whatever the financial benefits, Paul quickly concluded that selling to a competitor was not for him. He next considered seeking a financial buyer, a species once labeled – aptly so – a leveraged buyout firm. Paul knew, however, that such a purchaser would be focused on an “exit strategy.” And who could know what that would be? Brooding over it all, Paul found himself having no interest in handing his 35-year-old creation over to a reseller.

When Paul met me, he explained why he had eliminated these two alternatives as buyers. He then summed up his dilemma by saying – in far more tactful phrasing than this – “After a year of pondering the alternatives, I want to sell to Berkshire because you are the only guy left.” So, I made an offer and Paul said “Yes.” One meeting; one lunch; one deal.

To say we both lived happily ever after is an understatement. When Berkshire purchased TTI, the company employed 2,387. Now the number is 8,043. A large percentage of that growth took place in Fort Worth and environs. Earnings have increased 673%.

Annually, I would call Paul and tell him his salary should be substantially increased. Annually, he would tell me, “We can talk about that next year, Warren; I’m too busy now.”

When Greg Abel and I attended Paul’s memorial service, we met children, grandchildren, long-time associates (including TTI’s first employee) and John Roach, the former CEO of a Fort Worth company Berkshire had purchased in 2000. John had steered his friend Paul to Omaha, instinctively knowing we would be a match.

At the service, Greg and I heard about the multitudes of people and organizations that Paul had silently supported. The breadth of his generosity was extraordinary – geared always to improving the lives of others, particularly those in Fort Worth.

In all ways, Paul was a class act.

7. Surprise, Shock, and Uncertainty – Morgan Housel 

What Covid-19 and the Ukrainian invasion have in common is that both have happened many times before but westerners considered them relics of history that wouldn’t resurface in their own modern lives. Maybe the common lesson is that there are difficult parts of humanity that can’t be outgrown.

However crazy the world looks, it can get crazier. History is just a long story of the unthinkable happening, precedents being broken, and people reading the news with bewilderment and denial…

Uncertainty amid danger feels awful. So it’s comforting to have strong opinions even if you have no idea what you’re talking about, because shrugging your shoulders feels reckless when the stakes are high. Complex things are always uncertain, uncertainty feels dangerous, and having an answer makes danger feel reduced. We want firm answers when things are the most uncertain, which is when firm answers don’t exist…

At the height of the Cuban missile crisis, Defense Secretary Robert McNamara left an emergency briefing at the Pentagon and walked outside. He later wrote: “It was a beautiful fall evening, and I went up into the open air to look and to smell it, because I thought it was the last Saturday I would ever see.” Estimates were that in a full-blown nuclear war there would be 100 million deaths in the first hour.

What was avoided during those days is probably the most important news event in human history. But since it’s something that didn’t happen, it’s now just a neglected footnote. It probably left us with a false sense of security, blind to how dangerous it can be when one or two powerful and often crazy people can hold everyone else hostage.


Disclaimer: The Good Investors is the personal investing blog of two simple guys who are passionate about educating Singaporeans about stock market investing. By using this Site, you specifically agree that none of the information provided constitutes financial, investment, or other professional advice. It is only intended to provide education. Speak with a professional before making important decisions about your money, your professional life, or even your personal life. We currently have no vested interest in any companies mentioned. Holdings are subject to change at any time.

What We’re Reading (Week Ending 27 February 2022)

The best articles we’ve read in recent times on a wide range of topics, including investing, business, and the world in general.

We’ve constantly been sharing a list of our recent reads in our weekly emails for The Good Investors.

Do subscribe for our weekly updates through the orange box in the blog (it’s on the side if you’re using a computer, and all the way at the bottom if you’re using mobile) – it’s free!

But since our readership-audience for The Good Investors is wider than our subscriber base, we think sharing the reading list regularly on the blog itself can benefit even more people. The articles we share touch on a wide range of topics, including investing, business, and the world in general.

Here are the articles for the week ending 27 February 2022:

1. Share prices are tanking. Please read this – Scott Phillips

Right now, I’m sitting at my desk, a little numb.

My Twitter feed is full of real-time reports of the Russian invasion of Ukraine.

True, it’s half a world away, but I can’t help but think “There but for the grace of whatever god there may be, go I”.

The invasion is, of course, unconscionable. Despicable.

Ukrainians are pondering a scary and uncertain future, not sure what happens next. Hoping, I’m sure, for the best, but perhaps expecting the worst.

For a world used to relative peace (with exceptions) in modern times, this is a sobering slice of ugly reality.

I’m a finance guy, of course. The Motley Fool is an investment advisory business.

Markets are down today. By a decent margin.

I’ll get to that, but it’s hard to prioritise a relatively small percentage point loss, against what the people of Ukraine have awoken to this morning, their time.

I just did a finance segment on Radio 2GB in Sydney. Yes, the market is ugly, I said. But it’s hard to make that the first thing we talk about, given the impact on lives in Europe.

And yet, as I said, I’m a finance guy, working for an investment company. So, knowing that people would be worried, and in keeping with my area of expertise, I did what I thought was important: I explained what’s going on, finance-wise, and I put it in the context of the long term journey of wealth creation and preservation.

And, of course, it’s possible to walk and chew gum at the same time: to fully acknowledge the horror of an invasion of Ukraine and at the same time consider the investment response…

I want you to know that no-one knows what the short-term will bring. Just as geopolitics is unpredictable, so is the share market.

Why? For the same reasons: the fundamentals are one thing… but in the short term it’s people who influence things most. Sentiment. Mood. Emotion. Panic. Fear. Greed. They’ll all govern how share prices move in the next few days and weeks.

And the problem is that we can’t know how that’ll change. Maybe investors and traders go into a long, drawn-out funk. Or maybe bargain hunters start buying first thing in the morning, and the ASX closes higher tomorrow.

I don’t know, and you don’t know. And we need to make our peace with that short-term uncertainty.

I want you to know that, with a few exceptions, ASX-listed companies won’t be doing anything different tomorrow, next week, next month or next year, no matter what happens in Ukraine.

Which means that any share price falls are completely disconnected from business fundamentals in many, frankly most, cases. Woolworths Group Ltd (ASX: WOW) keeps selling groceries. Cochlear Limited (ASX: COH) keeps restoring hearing. Commonwealth Bank of Australia (ASX: CBA) keeps processing transactions…

…I’m (almost) always fully invested.

Why? Because, over time, the market has always set new highs.

Not in the absence of tough days like today.

But despite these sorts of days.

2. What Is Swift and Could It Be Used in Sanctions Against Russia? –  Patricia Kowsmann and Ian Talley

What is Swift?

The Society for Worldwide Interbank Financial Telecommunication, or Swift, is the financial-messaging infrastructure that links the world’s banks. The Belgium-based system is run by its member banks and handles millions of daily payment instructions across more than 200 countries and territories and 11,000 financial institutions. Iran and North Korea are cut off from it. 

Why is Swift important for countries, including Russia?

Cross-border financing is critical to every part of the economy, including trade, foreign investment, remittances and the central bank’s management of the economy. Disconnecting a country, in this case Russia, from Swift would hit all of that.

Why are other countries resisting it?

Critics say there could be economic blowback, not just in Europe, which has deep trade ties and relies heavily on Russia’s natural gas exports, but also the rest of the world. Some former U.S. officials say the move could severely hurt Russia’s economy, but also harm Western business interests such as the major oil companies. President Biden, while ruling it out for now, said the option isn’t off the table completely…

…Additionally, using Swift as a weapon could erode the dollar-dominated global financial system, including by fostering alternatives to Swift being developed by Russia and the world’s second largest economy, China. That could undermine Western power, especially the diplomatic leverage that sanctions offer.

3. Teaching AI to translate 100s of spoken and written languages in real time – Sergey Edunov, Paco Guzman, Juan Pino, and Angela Fan

For people who understand languages like English, Mandarin, or Spanish, it may seem like today’s apps and web tools already provide the translation technology we need. But billions of people are being left out — unable to easily access most of the information on the internet or connect with most of the online world in their native language. Today’s machine translation (MT) systems are improving rapidly, but they still rely heavily on learning from large amounts of textual data, so they do not generally work well for low-resource languages, i.e., languages that lack training data, and for languages that don’t have a standardized writing system.

Eliminating language barriers would be profound, making it possible for billions of people to access information online in their native or preferred languages. Advances in MT won’t just help those people who don’t speak one of the languages that dominates the internet today; they’ll also fundamentally change the way people in the world connect and share ideas…

…The AI translation systems of today are not designed to serve the thousands of languages used around the world, or to provide real-time speech-to-speech translation. To truly serve everyone, the MT research community will need to overcome three important challenges. We will need to overcome data scarcity by acquiring more training data in more languages as well as finding new ways to leverage the data already available today. We’ll also need to overcome the modeling challenges that arise as models grow to serve many more languages. And we will need to find new ways to evaluate and improve on their results.

Data scarcity remains one of the biggest hurdles to expanding translation tools across more languages. MT systems for text translations typically rely on learning from millions of sentences of annotated data. Because of this, MT systems capable of high-quality translations have been developed for only the handful of languages that dominate the web. Expanding to other languages means finding ways to acquire and use training examples from languages with sparse web presences.

For direct speech-to-speech translation, the challenge of acquiring data is even more severe. Most speech MT systems use text as an intermediary step, meaning speech in one language is first converted to text, then translated to text in the target language, and then finally input into a text-to-speech system to generate audio. This makes speech-to-speech translations dependent on text in ways that limit their efficiency and make them difficult to scale to languages that are primarily oral.

Direct speech-to-speech translation models can enable translations for languages that don’t have standardized writing systems. This speech-based approach could also lead to much faster, more efficient translation systems, since they won’t require the additional steps of converting speech to text, translating it, and then generating speech in the target language.

In addition to their needing suitable training data in thousands of languages, MT systems today are simply not designed to scale to meet the needs of everyone around the globe. Many MT systems are bilingual, meaning there is a separate model for each language pair, such as English-Russian or Japanese-Spanish. This approach is extraordinarily difficult to scale to dozens of language pairs, let alone to all the languages in use around the world. Imagine needing to create and maintain many thousands of different models for every combination from Thai-Lao to Nepali-Assamese. Many experts have suggested that multilingual systems might be helpful here. But it has been tremendously difficult to incorporate many languages into a single efficient, high-performance multilingual model that has the capacity to represent all languages.

Real-time speech-to-speech MT models face many of the same challenges as text-based models but also need to overcome latency — the lag that occurs when one language is being translated to another — before they can be effectively used to enable real-time translations. The main challenge comes from the fact that a sentence can be spoken in different word orders in different languages. Even professional simultaneous interpreters lag behind the original speech by around three seconds. Consider a sentence in German, “Ich möchte alle Sprachen übersetzen,” and its equivalent in Spanish, “Quisiera traducir todos los idiomas.” Both mean “I would like to translate all languages.” But translating from German to English in real time would be more challenging because the verb “translate” appears at the end of the sentence, while the word order in Spanish and English is similar.

4. What’s at stake in Ukraine is the direction of human history – Yuval Noah Harari

At the heart of the Ukraine crisis lies a fundamental question about the nature of history and the nature of humanity: is change possible? Can humans change the way they behave, or does history repeat itself endlessly, with humans forever condemned to reenact past tragedies without changing anything except the decor?

One school of thought firmly denies the possibility of change. It argues that the world is a jungle, that the strong prey upon the weak and that the only thing preventing one country from wolfing down another is military force.

This is how it always was, and this is how it always will be. Those who don’t believe in the law of the jungle are not just deluding themselves, but are putting their very existence at risk. They will not survive long.

Another school of thought argues that the so-called law of the jungle isn’t a natural law at all. Humans made it, and humans can change it. Contrary to popular misconceptions, the first clear evidence for organised warfare appears in the archaeological record only 13,000 years ago.

Even after that date there have been many periods devoid of archaeological evidence for war. Unlike gravity, war isn’t a fundamental force of nature. Its intensity and existence depend on underlying technological, economic and cultural factors. As these factors change, so does war…

…During the same period, the global economy has been transformed from one based on materials to one based on knowledge. Where once the main sources of wealth were material assets such as gold mines, wheat fields and oil wells, today the main source of wealth is knowledge. And whereas you can seize oil fields by force, you cannot acquire knowledge that way. The profitability of conquest has declined as a result.

Finally, a tectonic shift has taken place in global culture. Many elites in history – Hun chieftains, Viking jarls and Roman patricians, for example – viewed war positively. Rulers from Sargon the Great to Benito Mussolini sought to immortalise themselves by conquest (and artists such as Homer and Shakespeare happily obliged such fancies). Other elites, such as the Christian church, viewed war as evil but inevitable.

In the past few generations, however, for the first time in history the world became dominated by elites who see war as both evil and avoidable. Even the likes of George W Bush and Donald Trump, not to mention the Merkels and Arderns of the world, are very different types of politicians than Atilla the Hun or Alaric the Goth…

…The decline of war is evident in numerous statistics. Since 1945, it has become relatively rare for international borders to be redrawn by foreign invasion, and not a single internationally recognised country has been completely wiped off the map by external conquest. There has been no shortage of other types of conflicts, such as civil wars and insurgencies.

But even when taking all types of conflict into account, in the first two decades of the 21st century human violence has killed fewer people than suicide, car accidents or obesity-related diseases. Gunpowder has become less lethal than sugar…

…The decline of war didn’t result from a divine miracle or from a change in the laws of nature. It resulted from humans making better choices. It is arguably the greatest political and moral achievement of modern civilisation. Unfortunately, the fact that it stems from human choice also means that it is reversible.

Technology, economics and culture continue to change. The rise of cyber weapons, AI-driven economies and newly militaristic cultures could result in a new era of war, worse than anything we have seen before. To enjoy peace, we need almost everyone to make good choices. By contrast, a poor choice by just one side can lead to war.

This is why the Russian threat to invade Ukraine should concern every person on Earth. If it again becomes normative for powerful countries to wolf down their weaker neighbours, it would affect the way people all over the world feel and behave.

The first and most obvious result of a return to the law of the jungle would be a sharp increase in military spending at the expense of everything else. The money that should go to teachers, nurses and social workers would instead go to tanks, missiles and cyber weapons.

A return to the jungle would also undermine global co-operation on problems such as preventing catastrophic climate change or regulating disruptive technologies such as artificial intelligence and genetic engineering. It isn’t easy to work alongside countries that are preparing to eliminate you.

And as both climate change and an AI arms race accelerate, the threat of armed conflict will only increase further, closing a vicious circle that may well doom our species.

5. The Infinite Optimism of Physicist David Deutsch – John Horgan and David Deutsch

Horgan: Are you as optimistic now as when you wrote The Beginning of Infinity?

Deutsch: What I call optimism is the proposition that all evils are due to a lack of knowledge, and that knowledge is attainable by the methods of reason and science. I think the arguments against that proposition are as untenable as ever.

I’m also “optimistic” in the sense that I expect progress to continue in the future. I’m even a little more so now than I was, because I see that the idea of it is catching on.

Horgan: Do you really, truly, believe in existence of other universes, as implied by the many-worlds hypothesis?

Deutsch: It’s my opinion that the state of the arguments, and evidence, about other universes closely parallels that about dinosaurs. Namely: they’re real – get over it.

But I think that belief is an irrational state of mind and I try to avoid it. As Popper said: “I am opposed to the thesis that the scientist must believe in his theory. As far as I am concerned ‘I do not believe in belief,’ as E. M. Forster says; and I especially do not believe in belief in science.” (Actually Forster’s view was much more equivocal than Popper’s on this.)…

Horgan: Do you believe in what Steven Weinberg has called a “final theory” in physics?

Deutsch: No. I guess that deeper theories will always reveal still deeper problems. (“Deeper” doesn’t necessarily mean “in terms of ever smaller constituents,” by the way.)

Horgan: Edward Witten has said that consciousness “will always remain a mystery.” What do you think?

Deutsch: I think nothing worth understanding will always remain a mystery. And consciousness (qualia, creativity, free will etc.) seems eminently worth understanding.

6. Sebastian Kanovich – Powering Emerging Markets Payments – Patrick O’Shaughnessy and Sebastian Kanovich

[00:16:18] Patrick: What have you learned given how many times you’ve done it about working with new regulators and regulatory environments? What is excellent to you on your team at dealing with this unique aspect of it, if that’s such a key part of success?

[00:16:32] Sebastian: To me, the biggest lesson has been the importance of treating regulators as grownups that are trying to do the best they can in the markets under the conditions they operate. Sometimes us from a payment standpoint or from a technology standpoint, we want to move fast. We want everything to be obvious in 30 seconds. We forget that people in the regulatory bodies have a very different set of incentives. They want to understand exactly what is it that’s going to be processed, and making sure that you raise their comfort level and you continue to invest in that education process, it’s something that we’ve learned.

In many countries where we operate, we are working with the regulator to build a regulatory framework. This is how a regulatory framework should look for a company like Google. These are the things you should take care of. This is how you should think of taxes. And I think over time, they get to see us more and more as an enabler. The thing that has happened in the last few years is that some of the merchants for which we process have become ubiquitous in the markets where we operate. Users won’t live without Facebook or without Google, or they’ll do WhatsApp messaging and commerce, and they’ll drive an Uber and they’ll get a Rappi . All of that complexity exists and regulators understand. So they are more and more open to say, how do we cover for this? How do we make sure there’s a regulatory framework? There’s a way for these companies to be able to thrive and us as a regulator to be comfortable. Understanding those two things has been extremely important…

[00:29:18] Patrick: There’s a nice thesis that I like to think about, which is that for every repetitive digital function, there will be an API first company that standardizes that function and provides a sort of Lego piece so that developers can build as many apps as they want. And they basically hire out the discreet repeatable functions. Since you’re doing that, providing one of those very big function in this case, abstracted away from payments, what have you learned just about great API building? What advice would you give to the founders out there not in payments, but just in the API space that are trying to build an excellent single function that becomes widely adopted for developers?

[00:29:55] Sebastian: I think the biggest temptation when you are building an API business is what your API should do and what it shouldn’t do and what are the limits of what you are trying to build. APIs are powerful where they’re standardized. So if for any given use case, you need to integrate into five different places, even if the value proposition is great, to me, that’s dead before starting. We always try to find an initial pain point that can be covered and be ruthless about saying no to the other stuff, because we think that’s a way that you generally differentiate. It’s tough to be solving hundreds of things because you are aiming to standardize. By definition if you standardizes, you need to say no to some stuff. If you have too many use cases, you are not covering anything. That’s something we’ve learned and we’ve learned the hard way.

The other thing is API businesses are sometimes tempted to compete with their customers. When you’re providing infrastructure, you are sitting in the middle of that transaction where value is being created, and it’s very tempting for companies to say, “I understand the user. I understand the merchants. Why do I sit in the middle?” Part of what I think has made dLocal successful as of now, it’s making sure that our merchants and our counterparts understand that we are not here to compete with them. We are here to power them and for infrastructure place like us and typically API based companies are infrastructure place, I see many of them being tempted to be in front of the end user, and that’s something I would strongly discourage.

[00:31:11] Patrick: Maybe we could give an example of each of those two things. Those are awesome lessons. So starting with the first one, in dLocal, what was an example of the feature that was tempting to build or that you did build that turned out to too much of a distraction for whatever reason?

[00:31:25] Sebastian: We’ve been asked 100 times to go to Germany or to the U.K. Is it easy to do from an API standpoint? Very easy. Do we have the regulatory framework? Absolutely. Are we going to do it? No way. Part of that is saying, what are the use cases that are really complex that we’re going to be able to solve? I’m sure that we could get some traction in that business. Is it going to be a differentiator? No, it’s not. So we’d rather double down or invest in places where it might take longer, but if we get it right, we are differentiating. That’s why we get much more excited over Bangladesh than we get about Germany, because there’s other APIs that are solving the German problem really well or the U.K. or the U.S. problem really well. That’s one lesson.

On the second side on not going after your users, when we were starting, we got many of our merchants to ask us to send emails to our database saying, promote our product. Today it’s very easy to say no. Back in 2016, when we were starting, we said it might be tempting. And we understood really fast that was not a smart decision. Many payments companies do that. We were always against it, because the moment you do it once, you start, the next situation is to this is the product you should be buying. This is how you should be thinking about which ride sharing company to use. And we want to be able to provide infrastructure. We shouldn’t be choosing winners. It’s very tempting and it’s something we haven’t done. And we are strongly committed not to do.

7. Makes You Think – Morgan Housel

A few lines I came across recently that got me thinking:

“It is far easier to figure out if something is fragile than to predict the occurrence of an event that may harm it.” – Nassim Taleb…

…“Everything feels unprecedented when you haven’t engaged with history.” – Kelly Hayes

“My definition of wisdom is knowing the long-term consequences of your actions.” – Naval Ravikant…

…“It is difficult to remove by logic an idea not placed there by logic in the first place.” – Gordon Livingston

“The best arguments in the world won’t change a single person’s mind. The only thing that can do that is a good story.” – Richard Powers…

…“Technology finds most of its uses after it has been invented, rather than being invented to meet a foreseen need.” – Jared Diamond…

…“Science gathers knowledge faster than society gathers wisdom.” – Isaac Asimov

“Humans don’t mind hardship, in fact they thrive on it; what they mind is not feeling necessary. Modern society has perfected the art of making people not feel necessary.” – Sebastian Junger

“Psychology is a theory of human behavior. Philosophy is an ideal of human behavior. History is a record of human behavior.” – Will Durant

“No amount of sophistication is going to allay the fact that all your knowledge is about the past and all your decisions are about the future.” – Kolossus


Disclaimer: The Good Investors is the personal investing blog of two simple guys who are passionate about educating Singaporeans about stock market investing. By using this Site, you specifically agree that none of the information provided constitutes financial, investment, or other professional advice. It is only intended to provide education. Speak with a professional before making important decisions about your money, your professional life, or even your personal life.  Of all the companies mentionedwe currently have a vested interest in dLocal. Holdings are subject to change at any time.

What We’re Reading (Week Ending 20 February 2022)

The best articles we’ve read in recent times on a wide range of topics, including investing, business, and the world in general.

We’ve constantly been sharing a list of our recent reads in our weekly emails for The Good Investors.

Do subscribe for our weekly updates through the orange box in the blog (it’s on the side if you’re using a computer, and all the way at the bottom if you’re using mobile) – it’s free!

But since our readership-audience for The Good Investors is wider than our subscriber base, we think sharing the reading list regularly on the blog itself can benefit even more people. The articles we share touch on a wide range of topics, including investing, business, and the world in general.

Here are the articles for the week ending 20 February 2022:

1. Classic 05: A History of 5 Stock Market Crashes w/ Scott Nations – Sitg Brodersen, Preston Pysh, Scott Nations

Preston Pysh  01:18

So Scott, in this episode we’re going to be talking about the crashes of 1907, 1929, 1987, 2008, and the Flash Crash of 2010. I’m sure some, if not all of those years are very familiar for a lot of people in our audience. But let’s start all the way back to 1907. And for people not familiar with this crash, JP Morgan was a key character in this crash. So talk to us a little bit about him and talk to us about the characteristics of the 1907 Crash.

Scott Nations  01:46

JP Morgan was a fascinating man. He was a fascinating man. He was a man of privilege. He was born into privilege. His father was Judas Morgan, who was, well, essentially made the family even more wealthy by selling civil war bonds in London during the American Civil War. JP Morgan was educated as you would expect somebody of his wealth. He had a peripatetic education. He was obviously educated in the United States, but also in Switzerland and in Germany. As a young man in Germany, he developed an appreciation for art; actually a love for art, which informed his private life. But JP Morgan was really raised to be a banker in the early part of the 20th century. He was by far the wealthiest man on Wall Street. Well, maybe not the wealthiest, but certainly the most powerful. He was absolutely the most powerful man on Wall Street. He was called, “the Zeus of Wall Street.” And he really was involved in every aspect of finance in the United States in the first part of the 20th century.

Stig Brodersen  02:54

Now, if we go back to October 1907, the market crashed almost 50 percent from previous ESP. The panic might have been even worse if it hadn’t been for JP Morgan, and he pledged a huge sum of his money and convinced others to do the same. Perhaps you could tell us some of the factors about what caused the crash, but also the story about Morgan’s intervention in the market. It’s a very fascinating story.

Scott Nations  03:22

Before 1907, the United States was really beginning to understand that it was going to be the American Century. It was powerful. It was probably at that point, the most powerful country on the globe. And so, frankly, the United States got carried away with itself. And we’ll talk about some of the specifics of some of these crashes and how these shared some similarities in a bit. But you asked specifically about Morgan’s intervention in the market. This was before the US Federal Reserve existed. In fact, the Panic of 1907 was the cause the Federal Reserve was created. But if you were worried about the market; you were worried about the Panic of 1907, the person you went to see was JP Morgan because, again, he was so powerful. And one example occurred in the midst of the panic. On Thursday, the 24th of October of 1907, when the Press of the New York Stock Exchange went to JP Morgan. At the time, his office was directly across the street from the New York Stock Exchange. Very simply, “Mr. Morgan, we will have to close the exchange early. There’s simply too much selling.” And JP Morgan understood what that meant.

Scott Nations  04:37

His question was: How in the world do you ever reopen a stock market that you’ve been forced to close because there’s too much selling? And so, JP Morgan asked, “When do you normally close?” “Well, sir, we normally close at three o’clock, but we can’t get there. It’s too much sign.” He said, “Then, you will not close one minute early.” And his confidence was…it was not naked. He rounded up bankers in the Wall Street area. Got them all into his office. It was a time when if JP Morgan called, you came running. And he told the assembled bankers, “You have 15 minutes to raise $25 million to save the stock market.” $25 million back then was a colossal amount of money, but JP Morgan essentially said, “You have 15 minutes to raise this money or the stock market is going to close. And who knows when it will ever reopen?” And that’s just one specific story of his involvement. That’s not the first time he did something like that. Probably the most immediate, but within 15 minutes, they had raised actually more than $25 million. The officials were able to go on the floor and say, “We have $25 million to lend to investors, who are in trouble.” People were so desperate to get this money that the clerk, who was responsible for recording borrowers and amounts had his suit coat ripped off of him in the turmoil. So JP Morgan was really the man; the single man, who managed to save the stock market in 1907.

Preston Pysh  06:11

So Scott, you briefly mentioned that the Panic in 1907 was the reason for the creation of the Federal Reserve. Talk to us a little bit more about that idea.

Scott Nations  06:19

It became obvious to everybody after things had settled down after the Panic of 1907, the United States government needed a way to inject liquidity into the system and didn’t have it. And that there needed to be a lender of last resort, if you will, for the financial market. And that didn’t exist before 1907. And so, the Federal Reserve was created in 1913 because everybody realized, if nothing else, JP Morgan is not going to live forever. And we can’t rely on one man, one person to essentially bailout the stock market in times of stress.

Stig Brodersen  06:57

Let’s turn to the next crash, the crash of 1929. And to really understand what happened, we also have to understand how crazy the market behaved in 1927 and 1928. And I think you do a fantastic job of that in your book explaining everything leading up to the crash. In 1928, the Dow closed in 300, which probably to the listeners out there seems outrageously cheap, but that was definitely not the case. And this was at the end of the second biggest two-year run ever. It was actually more than 90%. So Scott, what drove the all-time highs leading up to the crash in 1929?

Scott Nations  07:38

In the late 1920s, actually much of the entire decade, but particularly in the last half of the 1920s, there were simply a euphoria at work in the United States. It was not just financial. It was…it had to do with the United States’ place in the world. And from a military point of view, also from an industrial point of view. So as you pointed out, in 1927 and 1928, the stock market gained more than 90%. We had come out of World War I. We felt great about our place in the world, but there were also some other things that were…for example, in a situation like that; with an economy roaring like that; a stock market booming like that, you would expect the Federal Reserve, which was new at the time, you would expect them to raise rates. One Federal Reserve officer at one time described it as “taking away the punch bowl, when the party really got going.” And the Federal Reserve did not do that. In fact, they kept rates low. They kept rates too low, largely because they wanted to help England return to the gold standard after World War I. That was a tragic mistake–keeping rates that low. There was also a roster of new technologies that were unleashed following World War I. Radio would probably be the biggest, but also the automobile industry really got going; really came into its own. And then, America just felt good about itself. And so, all of those things spawn this euphoria that eventually made its way into the stock market. And the stock market got carried away with itself.

Stig Brodersen  09:13

It’s very interesting. And you mentioned that before here with the Federal Reserve. Now, could you talk more about which actions did it take? You already, again, briefly touched upon that. But if you should outline and put some years on like before, during and then, especially after the crash. It was very interesting, the type of monetary policy that the Federal Reserve decided to carry out.

Scott Nations  09:34

The Federal Reserve really started making errors in policy in 1924, when they were essentially begged by the British government to help them get back on a gold standard by lowering interest rates here in the United States. And they did that. And they continued that sort of policy, and eventually the Federal Reserve simply lost control of the monetary situation in the United States. There was so much money being made by industry and individuals that they were happy to loan that money, the stock market speculators, and that’s sometimes called, “the call money market.” Call money is money that’s available to investors to speculate with, and for a long time that money had been provided by banks. And now, outside investors were providing it, and they did it in droves because interest rates were so low, otherwise. And the bubble was undeniable. In the late 1920s, American brokerage firms paid a $100,000 to put a brokerage office on a single transatlantic liner, the Barren Garea. A $100,000 just to open up; the opportunity to open a brokerage office. Another brokerage firm opened a tent at the US Amateur Golf Open in Pebble Beach. The stock market was such a phenomenon, and the rally was such a phenomenon that people didn’t want to get away from it. 

2. Latest success from Google’s AI group: Controlling a fusion reactor – John Timmer

As the world waits for construction of the largest fusion reactor yet, called ITER, smaller reactors with similar designs are still running. These reactors, called tokamaks, help us test both hardware and software. The hardware testing helps us refine things like the materials used for container walls or the shape and location of control magnets.

But arguably, the software is the most important. To enable fusion, the control software of a tokamak has to monitor the state of the plasma it contains and respond to any changes by making real-time adjustments to the system’s magnets. Failure to do so can result in anything from a drop in energy (which leads to the failure of any fusion) to seeing the plasma spill out of containment (and scorch the walls of the container).

Getting that control software right requires a detailed understanding of both the control magnets and the plasma the magnets manipulate, or, it would be more accurate to say, getting that control software right has required. Because today, Google’s DeepMind AI team is announcing that its software has been successfully trained to control a tokamak…

3. EE380 Talk [on cryptocurrencies and their externalities] – David Rosenthal

“Blockchain” is unfortunately a term used to describe two completely different technologies, which have in common only that they both use a Merkle Tree data structure. Permissioned blockchains have a central authority controlling which network nodes can add blocks to the chain, and are thus not decentralized, whereas permissionless blockchains such as Bitcoin’s do not; this difference is fundamental:

  • Permissioned blockchains can use well-established and relatively efficient techniques such as Byzantine Fault Tolerance, and thus don’t have significant carbon footprints. These techniques ensure that each node in the network has performed the same computation on the same data to arrive at the same state for the next block in the chain. This is a consensus mechanism.
  • In principle each node in a permissionless blockchain’s network can perform a different computation on different data to arrive at a different state for the next block in the chain. Which of these blocks ends up in the chain is determined by a randomized, biased election mechanism. For example, in Proof-of-Work blockchains such as Bitcoin’s a node wins election by being the first to solve a puzzle. The length of time it takes to solve the puzzle is random, but the probability of being first is biased, it is proportional to the compute power the node uses. Initially, because of network latencies, nodes may disagree as to the next block in the chain, but eventually it will become clear which block gained the most acceptance among the nodes. This is why a Bitcoin transaction should not be regarded as final until it is six blocks from the head.

Discussing “blockchains” and their externalities without specifying permissionless or permissioned is meaningless, they are completely different technologies. One is 30 years old, the other is 13 years old.

Because there is no central authority controlling who can participate, decentralized consensus systems must defend against Sybil attacks, in which the attacker creates a majority of seemingly independent participants which are secretly under his control. The defense is to ensure that the reward for a successful Sybil attack is less than the cost of mounting it. Thus participation in a permissionless blockchain must be expensive, so miners must be reimbursed for their costly efforts. There is no central authority capable of collecting funds from users and distributing them to the miners in proportion to these efforts. Thus miners’ reimbursement must be generated organically by the blockchain itself; a permissionless blockchain needs a cryptocurrency to be secure.

Because miners’ opex and capex costs cannot be paid in the blockchain’s cryptocurrency, exchanges are required to enable the rewards for mining to be converted into fiat currency to pay these costs. Someone needs to be on the other side of these sell orders. The only reason to be on the buy side of these orders is the belief that “number go up”. Thus the exchanges need to attract speculators in order to perform their function.

Thus a permissionless blockchain requires a cryptocurrency to function, and this cryptocurrency requires speculation to function.

Why are economies of scale a fundamental problem for decentralized systems? Participation must be expensive, and so will be subject to economies of scale. They will drive the system to centralize. So the expenditure in attempting to ensure that the system is decentralized is a futile waste…

…The costs that Proof-of-Stake imposes to make participation expensive are the risk of loss and the foregone liquidity of the “stake”, an escrowed amount of the cryptocurrency itself. This has two philosophical problems:

  • It isn’t just that the Gini coefficients of cryptocurrencies are extremely high[4], but that Proof-of-Stake makes this a self-reinforcing problem. Because the rewards for mining new blocks, and the fees for including transactions in blocks, flow to the HODL-ers in proportion to their HODL-ings, whatever Gini coefficient the systems starts out with will always increase. Proof-of-Stake isn’t effective at decentralization.
  • Cryptocurrency whales are believers in “number go up”. The eventual progress of their coin “to the moon!” means that the temporary costs of staking are irrelevant.

There are also a host of severe technical problems. The accomplished Ethereum team have been making a praiseworthy effort to overcome them for more than 7 years and are still more than a year away from being able to migrate off Proof-of-Work.

4. Geoffrey Moore – Building Gorilla Businesses – Patrick O’Shaughnessy and Geoffrey Moore 

[00:03:07] Patrick: Geoffrey, your books were some of my earliest education in the world of the competitive landscape of technology. I’d actually start at the end in terms of how I think about your work, which is with the concept of a gorilla as a business. Everyone’s going to know, Crossing the Chasm. We’re going to talk a lot about all the insight from that book and that thinking. But I think the gorilla as a concept is for me a great unifying theme of your work, aspirationally we all are going to want to be gorillas or invest in gorillas, or start gorillas at some point. Maybe just begin there. What do you mean by a gorilla company? Define that for us to begin.

[00:03:43] Geoffrey: The simplest definition is a market share leader in a powerful category. In order to sort of take that model apart, we created something called the hierarchy of powers. The idea behind the hierarchy of powers was, go back to investing. If you want to invest in a successful company, you want to invest in one that has more competitive advantage than the alternative investments. How would you actually analyze competitive advantage? That led us to something called the hierarchy of powers. This is the core investment model by on the Gorilla Game and a book called Living on the Fault Line and Going Forward. The hierarchy of power says the most powerful power is what we call category power. It has to do with the technology adoption life cycle, and where is the category that this company specializes in monetizing, where is it in its adoption life cycle? For most businesses most of the time it’s on what we call main stream. In other words, the category’s been established for a decade or more, there’s budget for it. It’s settled out. There’s a pecking order of vendors in the category and the category probably grows close to GDP growth rates. Value investors spend most of their life with categories in that world.

Tech investors, and my whole world is tech. We invest at the beginning of these life cycles. Sometimes before this, there’s not even a category, it doesn’t even exist yet, it’s called category creation. But the key moment in that category development life cycle or what they call the technology adoption life cycle, is when all of a sudden the world goes all in on the new paradigm. The way we went all in on cloud computing, the way we went all in on mobile apps, the way we’ve gone all in on streaming video. When it goes all in what happens is, all of a sudden the world which in a prior year did not have budget for this category, now everybody has budget for this category. And so it creates this huge secular uplift and spend, we called it the tornado. We had a book called Inside the Tornado, huge secular. That’s category power. If you are in that category, that rising tide floats all boats, that is the number one predictor of your future success for the next several years. That’s why you see these incredible valuations in companies that are losing money because the investing community said, yeah, but they’re in the hot category. Having said that, the next thing we said is, well, that category is going to sort out with a pecking order. The power law of returns from that pecking order is, the gorilla is going to get the lion share or the gorilla’s share if you will.

Number two will probably get half of what the gorilla gets. And number three will get half of what the chimp gets. And so that led to gorilla to chimp monkey sort of returns. And so the idea behind the Gorilla Game was, you would see a category going into tornado. You would buy a portfolio of companies that could win. As you saw who was winning, you would gradually exit the ones that are monkeys and chimps and put more and more money into your gorilla. And then you would hold the gorilla because the gorilla’s power position, what happens is the ecosystem forms around the gorilla, which instantiates the gorilla permanently in that category. Now you can screw it up, but in general, it’s not just that the gorillas powerful during the tornado, even on main street, the world is now organized permanently around the gorillas de facto standards and whatever. There was just a clear sense of the sooner you could identify the gorilla and then concentrate in the gorilla, the better it would go…

[00:09:43] Patrick: I want to come back to category creation and how you think about the idea of a category itself, but this is a great excuse to talk about your notion of architecture. If we were to think about a two by two matrix or something with open and closed architecture on one access and proprietary and non proprietary on the other, this is for me, a critical unlocking idea. Salesforce is a great example. Most power full version of a gorilla. I love the litmus test that you never get fired for blank. The blanks are the gorillas. But talk us through this concept of architecture. Why is this so important within a category? What does it mean? And what does that two by two matrix mean?

[00:10:19] Geoffrey: The difference between open architecture and closed architecture was, Apple has a very closed architecture. You don’t participate in Apples architecture. Whereas Android has a very open architecture. Okay. The idea is, do you want other people to complete your solution? The cable box was contained, but the Roku is an open architecture. In general, I think originally it was all closed. The IBM architecture was just IBM. DEC was just DEC. The Sun just Sun. No, actually it was Sun, they began to do open architecture. They would buy their storage from a different vendor or you’d get your operating system from the Berkeley operating system. That was the beginning of open architecture. I think what we learned during the last 20 years is in general open architecture beats closed architecture, because closed architectures always have a single point of failure. Meaning if any part of the closed architecture doesn’t work, you can’t ship. In an open architecture if you have a failure of one component, you can get it from another vendor and get back in the game.

Now open architecture is harder to manage for quality, and so that was always the challenge, but that was closed versus open. Proprietary versus non-proprietary, has to do with who gets to control the next release of this thing. Open source is not proprietary. Open source, there’s no locking. But proprietary there is locking. And so the most powerful idea was proprietary open architectures, where you had proprietary control of an ecosystem that involved other companies, but they had to eventually play to your standard. That’s what gave the gorilla the most power. Because now what the gorilla can do is, you have to stay with me, I’m a market mover. I don’t just move my own products. I move everybody’s products. By the way, by staying with me, you leave my competitor behind. Every time I differentiate from my competitor, then you conform to my standards, you just made yourself incompatible with their standards…

[00:16:40] Patrick: What’s that been like watching more recently, if we think about the most pure play enabling technologies today? It might be the API companies, the Stripe, the Twilio, the Okta’s of the world. Well, how did those companies solve this problem of you need the actual use case, the actual application? Amazon AWS is enabling technology, but it was its own best first customer on the retail side. So that application problem was solved by them. How do you approach these pure play, hire this API for this one function in your application type company?

[00:17:09] Geoffrey: It’s typically around the use case. Like Okta, I think started with single sign on. People were just saying, this is such a pain in the neck, that I have to sign into this, have sign. Okta said, okay, we’ll do single sign on. And then once you did single sign on, you thought, well, wait a minute, we’re sitting in a very interesting piece of real state here. There’s a bunch of highways coming together. Maybe we should have some service stations and a restaurant, we should build some hotels. That’s what Okta did. But enabling infrastructure always starts with a problematic application use case that you can’t solve with existing infrastructure.

And so initially, first of all it looks like, well, your market is so small, there’s only this one use case and there’s only this one application and you’re building all this technology to make that better. Are you sure you want to do that? And if that was the only return, the answer would be, well, no, it doesn’t make any sense at all. But if you’re say, no, that’s my point of entry. And then expand, we called it the bowling alley phase of the technology adoption life cycle, where you’d say I, okay, I’ve got my first use case in my first industry. Can I get a second use case in that industry? Or can I find that use case in the second industry? Either way you were going to expand outward. And then at some point, if you can get enough expansion, the world goes well, hang on, this is the new infrastructure. That’s when the tornado starts.

5. Twitter thread on the importance of alignment within a company Jean-Michel Lemieux

Another common question I’m answering working with scaling tech companies is…

Q. What’s the worst leadership advice you’ve heard?

A. By far the worst is “Hire great people and get out of their way”. 

Let me explain… 🧵 (1/32)

2/ After a year leading engineering at Atlassian @scottfarkas told me in my perf review that I was doing ok but wondered why I didn’t talk and involve him more regularly.

3/ My answer was “I thought that was my job — to take away all this crap from you and let you do your CEO thing. I thought you wanted me to be autonomous. I need autonomy.” He said sure, but you should cheat “and use my brain to help you”

4/ At that point I changed some habits, involved him more in different ways, got over the autonomy complex, and we got a lot more done together. I learned a lot and we made better decisions.

5/ Since then I’ve hired many leaders and had to repeat the same conversation that @scottfarkas had with me over and over and over. Most people default to expect the wrong version of autonomy.

6/ These experiences sent me down a multi-year reflection. Why did I feel like success was maximizing autonomy and showing that I could take care of things without bugging my boss?

7/ I prioritized autonomy over alignment. It’s a million times easier to measure and feel high autonomy than it is to measure high alignment.

8/ What I’ve learned since, way too slowly, is that companies are performing a monumental balancing act trying to decide what 98% of their problem space to focus, what to ignore, and how to ship. That’s your strategy. And it’s complex, ambiguous, and changing.

9/ The hardest part of building a company is alignment on strategy and clearly communicating it. Think about it this way, a 1 degree deviation in course of a rocket heading to the sun means it will miss the sun by 1.2 million miles. A lack of alignment compounds quickly…

…14/ There’s mass confusion on what to align on? Most people just want to know the very high level goals. And this causes most companies that I work with to align superficially. Their strategy is a superficial incomplete map, they don’t remove scope, communicate clearly, etc…

…17/ The biggest alignment problem is the gap between how much people think they have to align versus what they should align on. There are many strategic decisions in the “how”. eg, what technologies to use, new system vs integration, build in core or in an app.

18/ Alignment forces you to talk with your boss and peers to: – define a strategy, narrow focus – communicate it clearly together – and ensure you’re hired enough people who “get it” and can fill in the implementation details with their teams.

19/ So…when you hire someone or you have a new leader, your number one job is alignment. And you do this continuously. It’s definitely never going to be “hire them and get out of their way”.

6. Owning the funnel Lillian Li

Since I started writing Chinese Characteristics, I’ve been puzzled by a few observations: why is there a fanatic fixation on internet traffic? Why do firms distinguish between private and public traffic? Why did every consumer app become a super-app? And why are B2B offerings are going the same way? Why is every player worth their salt is moving into payments now? Finally, why do Alibaba’s acquisitions tend to languish while Tencent’s investments tend to thrive?

My current framing for Chinese tech’s underlying logic is that every player is always working on owning the awareness-to-fulfilment funnel (or customer journey). This is a descriptive product strategy that builds on a foundational ethos of owning the user. It outlines the offerings that a tech platform needs to provide to achieve that goal. It looks like Western players are converging in the same direction, Shopify and Google’s move into payments and Facebook’s store fronts are all part of the trend.

This behaviour pattern is stark in Chinese tech is for two reasons. The first is that a defined geographical market constrains Chinese tech. It’s no secret that Chinese companies tend to struggle with internationalisation. Unlike their western counterparts, who can build sizable companies being the best-of-breed for different geographies, Chinese tech companies have to focus on owning the user (and funnel) to grow. As I mentioned in my Bilibili piece:

Relative to western consumer tech companies, who tend to focus on “serving a function” as their core mission, Chinese companies tend to focus on “owning the user” as their core mission (though the initial wedge into the consumer is always through a function – Meituan through food delivery, Ofo through bike-sharing, etc.). Owning the end-user and their attention is what led to the rise of the super apps and Bilibili is no different….Put another way; they want to own the Chinese Gen Z population’s attention through providing a comprehensive entertainment service rather than be the platform that caters for all Chinese UGC video needs. 

In an ecosystem where hundreds of competitors spring up overnight, functions and features get commoditised as soon as they are made. Owning the user by providing the whole monetisation funnel is the closest thing to a moat.

The second reason is Tencent. Tencent is the default operating system for the Chinese population, and it has a particular trait. It doesn’t rely on advertising to monetise. What started as a shrewd product decision to prioritise the user experience has had a lasting impact on the nature of internet traffic in China. Inventory on WeChat is scarce, and it commands a premium from advertisers. In chat, links are earned, Tencent’s anointed portfolio can share links, while the associates of arch-nemesis Alibaba and Bytedance get blocked for spam. Baidu has been stagnating in their ad revenue strategy from lacklustre search (owning the funnel means a walled garden approach). When traffic hegemons are capricious, everyone suffers.

Regardless of the origins, once some tech players have started the game of owning their proprietary funnel (or user), everyone has to move in the same direction just to keep up.

7. Six Questions For Derek Thompson – Morgan Housel and Derek Thompson

What aren’t people talking about enough?

For the world, carbon removal technology. It’s the most obviously important nascent technology on the planet, given the fact that even if we shift immediately to 100% renewable energy, that still leaves all the carbon dioxide we’ve already spewed into the atmosphere, which will stay there for decades. We have to find a way to vacuum the skies to avoid the worst effects of global warming…

What do you want to know about the economy that we can’t know?

What is the right level and distribution of income to maximize total national happiness, both now and in the future? The time element of the question is important. If you waved a magic wand and made it so that everybody had equalish income today, that would clearly eliminate a lot of misery. But if you enforced equal incomes permanently, you’d create a lot of new problems. Where are the rewards for effort? Where are the incentives for hard work, or invention, or problem-solving? How do you fix the issue of free-loading, or resentment between workers and loafers in the utopia of pure and permanent equality? Mandating perfect and permanent equality doesn’t work. But it’s really, really hard to determine what level of inequality is “right.”


Disclaimer: The Good Investors is the personal investing blog of two simple guys who are passionate about educating Singaporeans about stock market investing. By using this Site, you specifically agree that none of the information provided constitutes financial, investment, or other professional advice. It is only intended to provide education. Speak with a professional before making important decisions about your money, your professional life, or even your personal life.  Of all the companies mentionedwe currently have a vested interest in Alphabet (parent of Google), Apple, Meta Platforms (parent of Facebook), Okta, Shopify, Tencent, and Twilio. Holdings are subject to change at any time.

What We’re Reading (Week Ending 13 February 2022)

The best articles we’ve read in recent times on a wide range of topics, including investing, business, and the world in general.

We’ve constantly been sharing a list of our recent reads in our weekly emails for The Good Investors.

Do subscribe for our weekly updates through the orange box in the blog (it’s on the side if you’re using a computer, and all the way at the bottom if you’re using mobile) – it’s free!

But since our readership-audience for The Good Investors is wider than our subscriber base, we think sharing the reading list regularly on the blog itself can benefit even more people. The articles we share touch on a wide range of topics, including investing, business, and the world in general.

Here are the articles for the week ending 13 February 2022:

1. The Reason Putin Would Risk War – Anne Applebaum

But of all the questions that repeatedly arise about a possible Russian invasion of Ukraine, the one that gets the least satisfactory answers is this one: Why?

Why would Russia’s president, Vladimir Putin, attack a neighboring country that has not provoked him? Why would he risk the blood of his own soldiers? Why would he risk sanctions, and perhaps an economic crisis, as a result? And if he is not really willing to risk these things, then why is he playing this elaborate game?…

…But although Putin missed the euphoria of the ’80s, he certainly took full part in the orgy of greed that gripped Russia in the ’90s. Having weathered the trauma of the Berlin Wall, Putin returned to the Soviet Union and joined his former colleagues in a massive looting of the Soviet state. With the assistance of Russian organized crime as well as the amoral international offshore-money-laundering industry, some of the former Soviet nomenklatura stole assets, took the money out of the country, hid it abroad, and then brought the cash back and used it to buy more assets. Wealth accumulated; a power struggle followed. Some of the original oligarchs landed in prison or exile. Eventually Putin wound up as the top billionaire among all the other billionaires—or at least the one who controls the secret police.

This position makes Putin simultaneously very strong and very weak, a paradox that many Americans and Europeans find hard to understand. He is strong, of course, because he controls so many levers of Russia’s society and economy. Try to imagine an American president who controlled not only the executive branch—including the FBI, CIA, and NSA—but also Congress and the judiciary; The New York Times, The Wall Street Journal, The Dallas Morning News, and all of the other newspapers; and all major businesses, including Exxon, Apple, Google, and General Motors.

Putin’s control comes without legal limits. He and the people around him operate without checks and balances, without ethics rules, without transparency of any kind. They determine who can be a candidate in elections, and who is allowed to speak in public. They can make decisions from one day to the next—sending troops to the Ukrainian border, for example—after consulting no one and taking no advice. When Putin contemplates an invasion, he does not have to consider the interest of Russian businesses or consumers who might suffer from economic sanctions. He doesn’t have to take into account the families of Russian soldiers who might die in a conflict that they don’t want. They have no choice, and no voice.

And yet at the same time, Putin’s position is extremely precarious. Despite all of that power and all of that money, despite total control over the information space and total domination of the political space, Putin must know, at some level, that he is an illegitimate leader. He has never won a fair election, and he has never campaigned in a contest that he could lose. He knows that the political system he helped create is profoundly unfair, that his regime not only runs the country but owns it, making economic and foreign-policy decisions that are designed to benefit the companies from which he and his inner circle personally profit. He knows that the institutions of the state exist not to serve the Russian people, but to steal from them. He knows that this system works very well for a few rich people, but very badly for everyone else. He knows, in other words, that one day, prodemocracy activists of the kind he saw in Dresden might come for him too. 

2. Classic 06: Elon Musk – Stig Brodersen and Preston Pysh

Preston Pysh  14:41

One of the key points that I felt was really important to highlight his childhood was his desire to read. They talked about in the book how he had pretty much gone to the local public library and almost had read every single book inside of that library. They described hs characteristic, “If you saw Elon Musk at any given point in time, he probably had a book in his hand, and he was reading it.” And I think that that’s really important for people to understand and to know that a guy like Elon Musk doesn’t become as intelligent as he is. And we’ll get into some of this stuff later on in the discussion here.

15:15

But the one takeaway that I had is this guy is brilliant. He is absolutely a wicked smart dude. And I attribute most of that to the fact that he is a total learning machine. And that’s such a common thread that we’ve found with all these billionaires that we study. They are total learning machines. They are learning something every single day. They’re learning something new. They’re studying things that might not even seem like they’re correlated. And we definitely got that at a very extreme level with Elon Musk, and I find that to be extremely important for people to understand…

...Preston Pysh  24:58

It was around 200 million, I want to say. From the sale of PayPal off to eBay, based on the equity that he owned, he had a very large chunk of money at this point. He moves to Los Angeles, and he really wants to get into the space industry. And he has this idea to start his own space company. There’s some time in between here where he’s living in LA and really trying to figure out what is it that he really wants to do in space. And he’s in these different Mars societies. And he’s donating money to these research stations and things like that.

But in the end, he decides that he wants to start his own space rocket company and really go into the private space industry. Now, where I think the story was really awesome in the book. He talks about how he wants to go over to Russia and buy some of their rockets to start his own space company. So he goes over to Russia and he just has a really bad visit with them. And they really didn’t take him seriously because he’s like 29 years old. He’s still in his 20s at this point. He goes over to Russia and he’s like, “Yeah, I want to buy some of your rockets.” And they look at him like he’s absolutely crazy and weren’t really playing ball really with him.

26:15

So on the flight back, he went over there with some of his close friends that he was wanting to start this space business with… And on the way back, he pulls out his laptop computer and has like all the components listed for basically building his own rocket. And he looks at his friends and he says, “We don’t need to buy this rocket from Russia. Let’s just do our own. Let’s just make our own.” And I think his buddies were looking at him like, “This guy’s going off the deep end.” He’s in these Mars society wanting to the initial thought was let’s put a plant on Mars. So we can say that we put life on Mars. And just this discussion in the book was absolutely fascinating. I think anybody who would read this part would really get a kick out of it.

But anyway, Elon was not in the least bit deterred by how crazy it might be to start his own rocket company and create his own space company from the ground up. I mean, literally, from the ground up and not be buying any of the components from anybody. He’s just like, “We’ll make it all and we’ll just do it.”

Stig Brodersen  27:20

I think it was just so much fun because what people don’t realize that if they listen to the book is that he has a very detailed plan of how to colonize Mars, like, “This year, there should be so many inhabitants. And this year, we should fly this out to Mars.” And if this came from anyone else than Elon Musk, I don’t know… The FBI will probably arrest that guy because he thought he was crazy. He is one that would harm other people. I don’t know. He just sounds so crazy.

But the interesting thing is that all of these things and we were talking about Tesla, and later on, but all these things that he said that would happen, actually happened. I mean, I can see why people would think he would be crazy with his plans about building a rocket because no one does that. Usually, you have countries doing this and it would take decades for countries to do it. But he just flies out to Russia with a friend of his to buy rockets. And when they said no, he just built his own. And he just seems so unrealistic that’s even possible.

Preston Pysh  28:23

You know, the thing I didn’t know before reading this book is I just thought the mission of SpaceX was really to pump all these private satellites into space and be profitable and bid on government work and stuff like that. But that wasn’t it. The mission of SpaceX is to colonize Mars. And I mean, they say that in a very straight face manner. Like that’s the thing that I think is so crazy. When I read that in the book, and I heard that for the first time, I was pretty much flabbergasted like, “Oh, that that was probably not right.” And then it keeps coming back up and keeps coming up. And I’m telling you, folks, the mission of SpaceX is to colonize Mars and to put human beings in colonies on Mars. That’s what Elon is wanting to do.

In fact, that mission statement is so strong for him, that he will not take the company public until that mission is pretty much assured. He will not take the company public. So that’s just totally… I find that to be total insanity. Okay, I really do I find that to be totally nuts because I just don’t think that you would find too many people in this world that would want to do that. Maybe I’m wrong. Maybe I’m out in the left field, but I don’t think you’d find too many people that would want to do that. Let alone would have the money to pay to go do that and live in those conditions. I just think that’d be really dismal. But what are your thoughts on that? Is he out to launch?

3. NZS Capital Part II: What’s Going on in Today’s Markets? (Plus more Semiconductors!) – Ben Gilbert, David Rosenthal, Brad Slingerland, and Jon Bathgate

David: Speaking of, we were talking before the episode, the reason we wanted to do this with you guys is from the first episode we did with NZS, your whole way of using complexity theory to think about investing in companies and markets is fascinating. I love it. So many of our listeners loved it and we thought because it’s so different from everything else we’ve heard. Let’s talk to you guys about what is going on right now here in late January 2022 as markets are different than they were a month ago.

Ben: Let me tee up with what David means by right now. We’re recording this at 9:00 AM Pacific on January 27. Right now, the S&P year to date is down about 9.5%, probably rebounded a little bit this morning, and the NASDAQ, which everyone knows is more tech-focused, down about 15%. Quite a start to 2022 after a hell of a run in 2020 and 2021.

By the time you hear this, who knows because it seems like every cycle in every part of the business has gotten shorter and shorter, but that is where we are today. Brad, maybe let’s start with you. This is an enormous question so you can choose to answer however you’d like, but what is going on and how did we get here?

Brad: I want to go all the way back a million years in time, but we probably couldn’t.

David: This is Acquired.

Brad: Around the evolution of human psychology. Just to not go quite back that far. I mean, obviously, we had the pandemic started, we’re coming up on two years on that. There was this initial fear that Jon references, I think everybody probably remembers, it does feel like a lifetime ago. Then this just unleashing of incredible coordinated global economic stimulus, both fiscal and monetary in form of low rates here in the US, literally checks being sent to people.

There is this period of uncertainty in 2020 that just exploded into this period of spending in 2021. You look at consumer spending 2021 over 2019 and it’s like probably 18% more I think is the recent Commerce Department data for the US. That’s […] 2020 but versus pre-pandemic levels, there’s just all this money. The way we’re spending it, where we’ve spent it as consumers has been in different places. Instead of going on vacation, we’ve been fixing up our houses, so it’s caused all this sort of acute demand for a lot of things and then not demand for these other things.

The economy just can’t turn. We are so global. We’ve been on the sort of 30-year globalization trend where the supply chain is getting more spread out, and in a lot of ways more fragile and you just can’t get your hands on things. This huge burst in demand last year caused this big pickup in inflation. I think one of the latest numbers is 6% or 7%, and some of it is transitory, some of it is maybe a little bit structural and we can come back to that.

Now the governments are saying, okay, well, we gave everybody way too much money. We gave way too much stimulus out there in the economy, and we’re going to reel it back in. The main tool they have to do that is to raise interest rates. They’ve signaled raising interest rates—depending on how you want to read the tea leaves—maybe four times.

Ben: When they’re raising interest rates, I think I haven’t seen, obviously they’ve been taking on more and more on their balance sheet every month. They’ve been buying hundreds of billions of dollars in assets and I think that’s tapering. Have they ever announced any plan to start shrinking the balance sheet of the Fed along with these interest rate raises?

Brad: I think that ultimately, the Fed would like to stop the experiment of running a massive balance sheet. Suddenly, there are a lot of questions on certainty around how that plays out. You end up with this scenario where no rates are going up and then there’s this tension in the stock market between people who think this is appropriate, inflation is the root of all evil, it’s structural, and it’s here to last and we’ve got to just kill it.

The people who think well, actually, the economy’s quite fragile. We’re still in a pandemic, people are still sick. There’s a lot of things going on. If we all of a sudden just hoover all of the money back out as quickly as possible, then that’s probably as bad as what the situation was, to begin with. The market always wants to find some level of homeostasis.

One of the things we learned from complex adaptive systems is to really think biologically rather than computationally, which is the way a lot of market participants think. If we think about homeostasis, here in our body, we’re trying to constantly maintain our temperature right around 98.6 degrees, we’re trying to make sure we’re not hungry, and then we get enough sleep at night. All these things that our bodies regulate often without us knowing.

The market’s also trying to do this. It’s trying to come to a consensus on what do we think interest rates are going to be a year from now, 5 years from now, or 10 years from now? What do we think inflation is going to be? What do we think profit margins are going to be? What do we think is going to happen in emerging market growth versus developed market growth?

Most of the time, you can never reach equilibrium or homeostasis in a complex adaptive system. You can in a biological closed system like a human body, but most of the time, it’s constantly being perturbed. This idea of disequilibrium is the equilibrium is a concept from Brian Arthur, who sort of wrote a lot of the great texts, complexity economics, and wrote the original paper on compounding and network effects.

David: Increasing returns, right?

Brad: Sorry, increasing returns not network effects. The market, in particular right now, is struggling to find this homeostasis point, these extreme bouts of volatility up and down. The one thing the market needs to come to some sort of agreement on is what is the discount rate? What are interest rates? What should people use as their hurdle rate for the next 1, 3, 5, 10 years? Right now, there are two camps that are disagreeing on it. I think this creates tension, this sort of bouncing back and forth between these two equilibriums in the market.

That started in March of 2021, actually. It was the first time rates started to go up, growth stock started to come down. You can just see this sort of anti-correlation over the last 10 months now of rates going up, growth stocks coming down, and then we’re in this extreme phase right now.

It’s interesting if you look back, I’ve been through a few rate hike cycles in the market over the last 24 years now, I guess. There does tend to be this initial difficulty in finding an equilibrium fear over high growth, high multiple stocks, stocks that may not have current earnings, but people are banking on earnings in the future.

Then what happens is people tend to gravitate back towards the growth assets because they are the assets that are going to create the most value long term. We’re in this initial period of finding equilibrium or something as close to equilibrium as we can get, and then I would expect this to be no different from prior cycles where unless there’s something structural that we’re not aware of yet, people would be gravitating back towards growth assets.

Ben: As another way to put that—just to make sure I’m understanding it—for these companies without earnings but have high growth that got tremendous multiple expansion by public market investors over the last several years, that was the first place where investors got scared and were selling and created all this downward compression on the multiples so these prices dropped like crazy if this high growth, currently unprofitable, or currently not cash generating tech companies.

Those get sort of whacked the hardest first, but you’re saying ultimately if that’s where the growth is in terms of the companies that will become large and profitable in the future, then that’s a place also where there’s flight back there after the exhale of, okay, we’re safe.

Brad: Yeah, that tends to be what happens. One of the things we learned from complex adaptive systems is we can’t predict the future. I’m always sort of on thin ice when I say this happened in the past and so it might happen in the future. I don’t see any particular reason why at the right equilibrium point, these growth assets aren’t, again, more attractive.

Everybody should have their own sort of way of managing a portfolio of investments, whether it’s in public markets, real estate, or whatever you do. What we do is we balance two types of investments we call resilience and optionality and we’re able to shift back and forth. In times of volatility like today, we like to say, and I’m quoting Brinton here but we don’t see volatility as risk, we view it as an opportunity.

Come back to whatever the basics of your own investment strategy are, it’s a very personal thing for everybody and say, what are the two different types of businesses that I own and where should I be shifting the portfolio today? For us that would be, as the market is volatile, moving out are more resilient growth businesses into our more optional growth businesses.

4. Joy & Competitiveness & Culture – Ravi Gupta

Talking about culture is easy. Living it is hard. But I think at least part of the reason it’s so hard to live is because people often don’t take the time to rigorously define it.

Before we get to some thoughts about how you might go about defining your culture, we should talk about why culture is important.3

Earlier in my career, I thought young people talked about strategy and execution being important and old people talked about culture being important. I actually think they are both true. It’s just a timing difference. The thing that matters right now is the strategy and the execution. The thing that matters in the long term is the people who are setting that strategy and driving that execution. In my mind, the culture determines who self-selects to be those people over the long-term. So if you care about the people who will make the strategy and execution decisions in the moment beyond right now, you should care about culture.

I think of culture as the unwritten contract with your team. Here’s what matters to us. Here’s what will endure even if everything else changes. You should only put things in it that you will honor no matter what. With that in mind, I think it makes sense to only have one or two of these things.

5. How Do You Solve A Problem Like Inflation? – Stephanie Kelton

The second chapter of my book, The Deficit Myth, is titled ‘Think of Inflation.’ From the very beginning, MMT has rejected the conventional approach to fiscal sustainability. While mainstream economists were warning of a looming debt crisis here in America, MMT economists were explaining that the relevant constraint facing currency-issuing governments (like the US, the UK, or Japan) is inflation, not bond vigilantes or insolvency.1

It’s been a long time since the world’s major economies had to wrestle with the problem of high inflation. For most of the last decade—and longer in Japan’s case—central banks have been struggling to push inflation higher not lower.

Now that inflation is here—and running well above target in the US, the UK, Canada, across the Euro Area, and beyond—a fiery debate has erupted over what sent prices soaring and what should be done to rein them back in.

Some blame monetary policy—i.e. the Federal Reserve—for stoking the fire by holding interest rates too low for too long and for ‘pumping too much liquidity’ into the system via the Fed’s massive bond-buying program. Others mainly fault Congress and the White House—i.e. fiscal policy—for sending out too many checks to too many people for too many months, sparking an “excess aggregate demand” problem. Occasionally, someone will even assert that the run-up in inflation is the natural consequence of having embarked on an “MMT experiment,” by which they usually mean the combination of quantitative easing (QE) and massive deficit spending.

On one level, I think it’s fair to say that policymakers did experiment with MMT. But I’m not talking about about QE, which was never championed by MMT economists. What I mean is that the fiscal response to the pandemic differed in important ways from what was done in the wake of the Great Recession, when people like Larry Summers and Jason Furman were helping to shape the Obama administration’s (inadequate) economic policy. Back then, both men pushed hard for deficit reduction, with Furman touting a White House budget that would “show that we can live within our means” by bringing “spending down to the lowest share of the economy since Eisenhower was president.” He delivered those remarks in February 2011, when the unemployment rate (U3) stood at 9 percent and headline inflation (CPI-U) was running at just 2.1 percent.

But this time around, it looked like Congress—Democrats and Republicans—had grown more comfortable with the idea of allowing fiscal deficits to cushion the downturn and sustain the economic recovery. And it was the robust fiscal response that came out of the late-Trump/early-Biden administrations that reflected a shift toward a more enlightened understanding of our monetary system and the spending capacities of the federal government—i.e. MMT. Instead of cowering in fear of debt and deficits, as it did during the Obama years, Congress went big. Not once, not twice, but repeatedly, committing some $5 trillion in fiscal support in the first year of the pandemic alone…

…Alongside the debate over what caused the current bout of high inflation is a debate about how to resolve the problem. A number of people have asked me for the MMT solution. There isn’t one. Let me explain.

Before the pandemic, when inflation was consistently running below 2 percent, I was often asked what MMT would tell us to do if inflation ever became a problem. I have probably answered that question a hundred times, and I always try to separate my response into two parts.

The first part of the answer reminds people that the goal is to fend off inflation before it becomes a problem—i.e. the MMT framework aims to promote price stability. The second part of the answer addresses the question of how to deal with inflation after prices begin to accelerate.

Here are my favorite pre-emptive measures. First, instead of relying on a pool of unemployed workers (NAIRU) to keep inflation in check, MMT relies on a buffer stock of employed workers—and a wage anchor—to promote price stability. This has always been the first line of defense against inflation in the MMT framework. The idea is to create a new automatic stabilizer that triggers a powerful counter-cyclical response to changing economic conditions.4 Instead of allowing millions of people to fall into unemployment each time the economy falters, workers could transition into a public service job that replaces some or all of their lost income. The program enhances price stability by maintaining a supply of employable labor from which employers can hire (at a small premium) as conditions improve. The program facilitates bigger deficits (or smaller surpluses) when the economy softens and smaller deficits (or larger surpluses) as demand strengthens.5

The other way to fend off inflationary pressures before they emerge is to change the way Congress currently evaluates proposed legislation. Instead of asking the Congressional Budget Office (CBO) to assess the budgetary impacts of a proposed legislation, lawmakers should seek to identify—and mitigate— any inflationary pressures before voting to authorize the spending (or tax cuts). As MMT economist Scott Fullwiler put it, this is about replacing the budget constraint with an inflation constraint.

6. Twitter thread on counter-intuitive investing truths Max Koh

I’ve received a ton of crappy investing advice over the years. And I see even more here on Twitter. What I’m about to say will piss off some people. Don’t read if you’re easily agitated. Still here? Then grab a whiskey and here’s 25 investing “truths” that just ain’t so:

1. Picking individual stocks isn’t for everyone. 90% of people lack the temperament to be good investors. If seeing your net worth get eroded by 30% or more scares you… Then this is not the game you’re built for. It’ll cause you more pain than joy.  And you won’t last long

2. Diversification isn’t for idiots. People who diversify are those who acknowledge that they don’t know what the future holds. It’s healthy to have self doubt. The real idiot is the one who goes all in purely because you spent months deep diving the business.

3. Concentration isn’t an action. It’s an outcome. Concentration is mostly a result of letting your winners run. It’s an outcome that comes from great performance. It’s NOT something you do from day 1 based purely on your own blind faith (or ignorance)…

…9. A company can be a better buy at $200 instead of $20. When companies are much smaller, they’re less proven. But as they execute and their revenues grow, their market cap grows too. So a company can be a safer bet when it’s bigger. It’s all about the execution…

…12. Management is the most important moat of all. In the end, almost everything can and will be copied. What endures will be the culture and quality of people running the ship. That is much harder to replicate. Speaking of management… Find great leaders and teams who impress you with their character and values. You often find positive surprises when you invest in good quality managers. They also help you sleep better at night when your stock drops 50%.

13. Management is important, but execution is king. The quality of the people matters. But make sure the numbers align with the narrative. For great companies with great leaders, you should see a consistent trend in their key metrics. (continued…) Other than some hiccups along the way… The overall direction of the business and metrics should be moving up. Otherwise, something is amiss. I get suspicious if the management says a lot but numbers are taking a long time to show. Execution is everything…

…17. Everyone talks about product-market fit. Nobody talks about investor-portfolio fit. Even if you own the best companies, you could still lose $$. Because your portfolio may not be constructed in a way that suits your unique personality. (continued…) To endure drawdowns and hold through… Your portfolio must fit your specific risk profile and time horizon. And you only learn whether your portfolio is suitable for you during  corrections. The market is an expensive place to find out who you really are.

7. The Attention Span. “Racehorses and Psychopaths.” – Tom Morgan

Cognitive biases are not a particularly interesting topic to me. Just learning about biases doesn’t seem to change people’s behavior much. But I was fascinated by an excellent recent review of Julia Galef’s new book The Scout Mindset (below). Scott Siskind writes:

“Of the fifty-odd biases discovered by Kahneman, Tversky, and their successors, forty-nine are cute quirks, and one is destroying civilization. This last one is confirmation bias – our tendency to interpret evidence as confirming our pre-existing beliefs instead of changing our minds.”

Why is confirmation bias “destroying civilization?” I think it’s super helpful to step back for a second and examine this idea through the universal framework of map and territory. Consciousness exists on a spectrum from pure abstraction (map) to pure engagement (territory).

Galef’s Scout Mindset sets out to remove information to provide a clearer view of the territory. Soldier Mindset just adds more confirmations to make the map more elaborate, regardless of its accuracy.

The really, really dark side here is that the stronger an abstraction, often an outright lie, the more motivating it can be for tribal behavior. The soldier metaphor is doubly-appropriate. Taken to its most horrifying extreme, war and genocide is facilitated by abstraction. Beyond direct kinship bonds, we have developed common coordinating fictions like nationalities. We went from being able to mobilize a tribe of hundreds, to nations of millions. How many people do you personally think you’d be able to convince to risk their life for you? As the author of Sapiens, Yuval Noah Harari, puts it: “you could never convince a monkey to give you a banana by promising him limitless bananas after death in monkey heaven.” A motivating abstraction has to take over at the cognitive limits of empathy, beyond who you can really know and love personally. And yet we can compete and kill more easily by stripping universal humanity from our enemies by turning them into an out-group.

The single passage I have thought of most as I ponder the cultural events of the last two years, and last two thousand years, is from Karen Stenner:

“All the available evidence indicates that exposure to difference, talking about difference, and applauding difference – the hallmarks of liberal democracy – are the surest ways to aggravate those who are innately intolerant, and to guarantee the increased expression of their predispositions in manifestly intolerant attitudes and behaviours. Paradoxically, then, it would seem that we can best limit intolerance of difference by parading, talking about, and applauding our sameness.”

Social movements that create more in-groups are less likely to succeed than ones that emphasize our universal humanity. There’s a remarkable study where participants were shown a video of a hand being stabbed, while their empathic response was measured by fMRI. They found that the empathic response was larger when participants viewed a painful event occurring to a hand labeled with their own in-group, rather than a hand labeled with a different out-group. All it took was a single word emphasizing difference to change how people felt about others experiencing pain.


Disclaimer: The Good Investors is the personal investing blog of two simple guys who are passionate about educating Singaporeans about stock market investing. By using this Site, you specifically agree that none of the information provided constitutes financial, investment, or other professional advice. It is only intended to provide education. Speak with a professional before making important decisions about your money, your professional life, or even your personal life.  Of all the companies mentionedwe currently have a vested interest in PayPal and Tesla. Holdings are subject to change at any time.

What We’re Reading (Week Ending 06 February 2022)

The best articles we’ve read in recent times on a wide range of topics, including investing, business, and the world in general.

We’ve constantly been sharing a list of our recent reads in our weekly emails for The Good Investors.

Do subscribe for our weekly updates through the orange box in the blog (it’s on the side if you’re using a computer, and all the way at the bottom if you’re using mobile) – it’s free!

But since our readership-audience for The Good Investors is wider than our subscriber base, we think sharing the reading list regularly on the blog itself can benefit even more people. The articles we share touch on a wide range of topics, including investing, business, and the world in general.

Here are the articles for the week ending 06 February 2022:

1. Oral History Interview: Morris Chang – SEMI, The Computer History Museum and Morris Chang

Q: The idea really wasn’t very well received in the industry at that time.

MC: No. It was very poorly received. Well, people just dismissed it, you know, “What the hell is Taiwan doing? What the hell is Morris Chang doing?” They really didn’t think that it was going to go anywhere. There was no market because there was very little fabless industry, almost none. No fabless industry. So who are you going to sell these wafers to? Who are you going to manufacture the wafers for? Of course, the obvious answer was the companies that already existed at that time, the Intels, and TIs, Motorolas, and so on. Now, those companies knew that they would let you manufacture their wafers only when they didn’t have the capacity, or when they didn’t want to manufacture the stuff themselves anymore. Now, when they didn’t have the capacity, and asked you to do the manufacturing, then as soon as they got the capacity, they would stop orders to you, so it couldn’t be a stable market. And when they didn’t want to make the wafers anymore, well, the chance was that it was losing money for them. The product was losing money for them. And so what do you want to do? Do you want to take over the loss, you know? And so that wouldn’t be a very good market either.

So the conclusion at that time, the conventional conclusion was that there was no market. Maybe this idea, this pure-play foundry idea, exploited the only strength you have, which is manufacturing, but there’s no market for it. That’s why it was so poorly thought of. What very few people saw, and I can’t tell you that I saw the rise of the fabless industry, I only hoped for it. But I probably had better reasons to hope for it than people at Intel, and TI, and Motorola, etc because I was now standing outside. When I was at TI and General Instrument, I saw a lot of IC designers wanting to leave and set up their own business, but the only thing, or the biggest thing that stopped them from leaving those companies was that they couldn’t raise enough money to form their own company. Because at that time, it was thought that every company needed manufacturing, needed wafer manufacturing, and that was the most capital intensive part of a semiconductor company, of an IC company. And I saw all those people wanting to leave, but being stopped by the lack of ability to raise a lot of money to build a wafer fab. So I thought that maybe TSMC, a pure-play foundry, could remedy that. And as a result of us being able to remedy that then those designers would successfully form their own companies, and they will become our customers, and they will constitute a stable and growing market for us…

…Q: Was there ever a time when it looked like TSMC, or the dedicated foundry idea would not work?

MC: Oh, yeah, I mean the first few years were not easy, but look, the investors had already put in so much money, and we never had any thought of failing. And in fact, we only had two loss years in all our history. We had a loss year in 1987, the first year that we started, and we again had a loss year in 1990. I mean the first few years were pretty tough, but from ’91 on, we just grew without looking back. The year 2000, that was a tough year for a lot of people. Yes, it was a tough year for us too, but we were profitable, 2000, 2001. We have not lost any money, and we don’t intend to lose any money from 1991 on.

Q: In your view, why has the Taiwan foundry industry been successful?

MC: Well, when you say, “Why has our foundry industry been so successful?,” I have to change that. Actually as of two years ago, some analyst made a calculation…TSMC, up to that point, accumulatory, had made 110 percent of the total pure-play foundry industries’ profit. That means our profit exceeded all other people’s losses by 10 percent. Yes, I guess that’s what it meant. So when you say, “Why is the foundry industry so successful…,” maybe you should change your question to, “Why has TSMC been so successful?”  

2. Bored Ape Yacht Club Artist Says Compensation ‘Definitely Not Ideal’ – Matthew Gault

The people behind the BAYC collection, Yuga Labs, have made millions. But someone had to design the now-iconic apes. Every grin and hat and disinterested eye was lovingly crafted by artists before it was fed into an algorithm. In a new interview at Rolling Stone, BAYC lead artist Seneca shared a conflicted experience working in the NFT space.

Seneca is an artist specializing in disturbing and dreamlike imagery. She was the lead designer of the BAYC collection and did many of the initial sketches. She didn’t draw every hat, shirt, and ape herself, but she’s responsible for much of the overall design. “Not a ton of people know that I did these drawings, which is terrible for an artist,” she told Rolling Stone.

Yuga Labs did pay Seneca for her work, and though she wouldn’t disclose the details of the transaction, she said it “was definitely not ideal.”

She’s still hyped on crypto, web3, and NFTs, but she said she learned some valuable lessons working on BAYC. She told Rolling Stone that artists should ask for royalties and understand NFTs and smart contracts before taking on a project like BAYC.

3. Gavin Baker – The Cyclone Under the Surface – Patrick O’Shaughnessy and Gavin Baker

[00:09:15] Patrick: If we had talked, I don’t know, 9, 10, 11 months ago, the setup arguably would not have been nearly as good. Who knows what we would have said then. Maybe we would have thought multiples would have just continued to expand. But today, undoubtedly, like you said, they’re at or below their 2018 levels. The businesses are better. So it stands to reason sort of that there’s more interesting opportunity set in those set in those three major sub-sectors of semis, software and internet. I want to come back to those in a minute. Before we do that, I’d love to level set with the things in the market or the economy or the world that you’re most carefully interested in and watching relative to the last time we talked, when obviously it was sort of all COVID. But the world has changed a lot since then. We’re sort of settled into COVID, inflation has become a dominant theme. What are the themes that, outside of just individual companies, have your interest most, that you think most matter for general market returns from this point forward?

[00:10:05] Gavin: I think for me, inflation is the only thing that matters. And I think there’s a lot of focus on the fed. To me, the fed is a little bit of a side show. I’ve lived through a lot of fed tightening cycles. There’s a lot of great work that’s been done on how equities do. Generally stocks are up, actually I think in every tightening cycle dating back something like 25 years, stocks are up 12 months after the first rate hike. By the way, the reason they’re up is they generally sell off into the first rate hike because the market is anticipatory. And everybody sees these studies, things happen faster, the market is becoming even more anticipatory over time. So I think the Fed is a little bit of a sideshow, from my perspective, and what’s different about this Fed tightening cycle is you just had the highest CPI print in 40 years. And I do think in terms of mistakes I made, I really under-reacted to Powell’s appointment. I’m not somebody who’s mindlessly bullish on growth. I’d say I was very cautious of high multiple growth stocks for probably the summer of 2020 to April, May of 2021. Wrote this big piece on Medium explaining why I was getting more positive. That was way too early. But a lot of those stocks, even back in May, their multiples that already corrected 50, 60%-plus. We digested a pretty big move in the 10 year. Powell was reappointed, clearly with a mandate to crush inflation. The market got that right. I mean, it was right away. The data Powell was appointed, that was a sea change in the market that has persisted through today. And I think just what’s different is that 7% CPI number. And if you think about what drives the market, just like stocks, it just comes down to earnings and multiples. And liquidity drives the multiples and GDP growth drives earnings growth.

The fed, because inflation is at 7%, I think that’s why this selloff has been so severe. Just because this is different than anything any professional, I mean, maybe there’s some people. I guess Warren Buffett was investing in 1982, okay. Maybe there are a couple of people who were professional investors in active investors in 1982, but not many. So as a bottoms-up investor, you do kind of have to be macro-aware. And I think there’s two parts to inflation. The first one is supply chain driven, the shortage of goods everybody’s read about. Ships stacked up the port, we can’t get enough semiconductors to make cars. I am so relaxed about that. It is very rare for me to have a view on something like that. I just think we now have hundreds of years of history and capitalism is amazing at solving problems. It is so good. And we have seen a massive supply response. This is a statistic, I actually just ran this this morning. Amazon has spent more money on capex, and this is just illustrative, it’s not a comment on Amazon. It’s a comment on the supply response. They have spent more money on capex in the last two years than they did in the preceding 20 years.

[00:13:06] Patrick: Insane.

[00:13:07] Gavin: Think about that. From 1999 to they spent 62 billion on capex. They’re going to spend 87 billion in 2020 and 2021.

[00:13:16] Patrick: That is crazy.

[00:13:18] Gavin: That’s unimaginable. And no, I did not go through and nerdily adjust every year for capitalized leases. And maybe it makes it more striking, maybe it makes it less striking, but either way it’s crazy. Taiwan City, their 2022 capex is going to be many multiples of 2018. 2021 and 2022, they’ll spend more than they did in the preceding five years. So there is a massive supply response coming. We know that the economy is slow. We know it from credit card data, retail sales, which a couple of reports here have 16% for the year. They’re flat in November, down two in December. And then the Atlanta Fed does this thing they called the GDP now. And that was ten in November, five in December. So the economy is slowing rapidly. So you’ve got this massive supply response, an economy rapidly slowing before the fed begins to take away the punch bowl. I think you’re about to have a truly massive shift in consumer spending away from goods towards services. If you trend out and look at real personal expenditures, goods spending is roughly 500 billion above the pre-COVID trend line. Services spending is 500 billion below the trend line. And that shift, Omicron is probably the end of COVID, to me as a factor for investing for daily life. So I do think the economy will finally normalize. So when you have this supply response, meaning a slowing economy and a shift away from goods towards services, then I just think all of that inflation goes away.

Goldman did this analysis. Auto is accounted for half of the overshoot in core inflation, used auto prices. They were kind of flat for forever and then they went up 50% in 18 months. All that goes away. Maybe it doesn’t, want to be appropriately humble, but I think highly likely that all that is going to go away. If it doesn’t go away, wow, okay, I’m going to be horribly, horribly wrong. And I do think this post-World War II period is an interesting analog for this. You had a 20% CPI basically, because there was huge boom, factories, really good at making takes and fighter jets and not good at making anything else. There was a supply response and CPI went right back down. And so I think for that component, that is for sure going to normalize. And I think the other thing is wage inflation. And this is something where there are things happening in the economy that have literally never happened before. Like the ratio, there’s more unemployed people looking for work than there are job openings. Now there’s more job openings than there are people looking for work. The ratio of job openings to unemployed hit an all time high. Something happened that’s never happened before. I think it’s important to think about it with an open mind and it’s like, okay, why has this happened?

Well point number one, we had massive stimulus since the New Deal. And on top of that, we had a debt jubilee. And I don’t think we really fully understand how powerful that debt jubilee was. We basically said, “You don’t have to pay rent.” Student loan forgiveness, eviction moratoriums, all this stuff. You had all of that. You had people, lot of people over the age of 62 left the workforce. And I think part of that is people probably took these voluntary buyouts that companies, I’m sure they wish they had not given in the spring of 2020, that I do think you have give people credit for being rational. I think the idea of getting COVID is much scarier if you’re over 60 than if you’re under 40. Sad to say I’m over 40. So you had a lot of people retire. And then I also think you had a lot of people who, because of remote learning, a lot of two income households went to one income households. All of that is normalizing. The debt jubilee is over, stimulus is fading, consumer savings are beginning to draw down. I do think after Omicron, kids are going to be able to sustainably go back to school. So a lot of that stuff is fading, but really, really who knows. And if wage inflation is here to stay, I think it means very bad things for the market. It’s just that simple. I think on balance, it’s probably not here to stay. These forces of globalization, they’re too powerful. I’m not sure that the idler movement is here to stay. It’s one thing to be an idler while you have a debt jubilee and, and a lot of savings. It’s another thing when you burn all of that down.

But I just think it’s important to be humble. Anytime you’re talking about forecasting the future, you want to be humble. People have been trying to do it for thousands of years unsuccessfully. And at the end of the day, that is what fundamentally investing is. You are forecasting the future. You have a differential opinion on the future, full stop. People don’t like to admit that, but that is what it is. As hard as that is to do for individual companies, it’s way harder to do for entire economy, which is the world’s most complex chaotic system, high sensitivity to initial conditions, unpredictable interactions. Everything I’m saying, I want to caveat with that. I don’t know if I’ve given you my two examples before, Patrick, and feel free to stop me if I have, but I always think about the Federal Reserve, they employ more PhD economists than anyone. They have more information on the economy than anyone, like way more information than anyone. They have vast amounts of computing power, and they have no ability to forecast the economy out more than six months. And so A, I’m way less smart. B, I have way less information, certainly have less computing power. So there was a letter written, an op-ed written in the Wall Street Journal somewhere in between 2010 and 12. And I think a majority of the world’s PhD economists signed it. Every famous macro-investor you can think of signed it, but it basically said, “Hey Ben Bernanke, you have no idea what you’re doing. This quantitative easing is going to cause massive inflation. It’s going to ruin America. You’re going to bring about hyperinflation. It’s going to be the ruin of America.” They were dead wrong, horribly wrong…

[00:25:39] Patrick: I’d love to dive in a little bit, just underneath that big trend, you mentioned the three sub-sectors of semis, software, internet. Maybe we could also talk about a fourth category, which is the big five or the big 10 technology companies that are conglomerates at this point. Maybe we’ll start with semis. I’ve talked to you about this in the past, I’m just totally fascinated by the semiconductor industry. I know this is where you cut your teeth a lot, followed it since its beginning and since the start of your career. A lot of people had never heard of Taiwan Semiconductor two years ago. And I think a lot more people have now, for a variety of reasons, not just the shortages and the importance of supply chain, but also the geopolitical stuff. Walk us through your take on semis today and what’s evolved and what matters in that subsector in tech, since it’s such a key one?

[00:26:21] Gavin: Let’s step back and look at the last 15 years of semis. The industry has completely consolidated to where you almost have these monopolies – monopolies or duopolies in every subsector of semis. You either have a monopoly, duopoly, or in the worst case, an oligopoly of three. And in even their suppliers to capital equipment companies, they’re all either monopolies to duopolies. So the industry has massively consolidated over the last 15 to 20 years in a way that maybe should have never been allowed to happen. Although the fact is that a lot of these markets, for a lot of reasons, mostly because the network effects around software code and then economies of scale, they do tend toward being a monopoly, a monopoly or duopoly. So in basebands, there’s a duopoly. CPUs, there’s a duopoly. GPUs, there’s a duopoly, now it’s an oligopoly because intel is entering that industry. Memory, it’s oligopoly for for both NAND and DRAM, analog almost part by part, it’s generally a duopoly, same thing for FPGAs. So it’s a very consolidated, concentrated industry. And you have had demand, I think structurally shift up. And this has always been a secular growth industry, it’s always grown, I call between 1.5 to low twos, multiple of GDP, global GDP. So it’s always been a secular growth industry, but that multiplier’s shifted up. And the reason it’s shifted up is broadly speaking because of artificial intelligence. Human beings, when they write software code, they make a big effort to minimize their, at least good programmers do, use of resources like compute and memory. You used to have to have a budget you had to work with before the dates of cloud computing, only so much memory and only so much storage. The way of cloud computing has thrown that all out the window. And AI is just the inverse. The way you make AI better is you train it on more data. That’s it.

It’s really just that simple. And there’s just a really good rule of thumb, and Microsoft wrote about this in a research paper 10 years ago, or maybe not, 12 years ago, the quality of a given AI algorithm doubles with every 10X increase in the amount of data you used to train that algorithm. And Mark Edrison wrote this op-ed, whatever it was, 10 years ago about how software is eating the world, now AI is eating software. And that just means that the world is getting much, much more compute and semiconductor intensive. And then on top of that, you have all these, at the end of the day, cars are a massive, massive consumer market. And as those become EVs the next AVS, the semiconductor content for car is really exploding. And you put those two things together, the world is just becoming a lot more semiconductor intensive. The bummer, and I would say I’m probably as cautious as I’ve been on semiconductors in a long time right now, it’s still a cyclical industry. If you look at the history in the industry in the eighties and nineties, you have these capacity cycles and they’re driven by the fact that, God I can’t remember his last name, but he was hilarious, TJ, he ran Cypress Semiconductor, he famously said real men own fabs, because there was this trend of going fab-less. But it used to be, in the eighties and nineties, if you ran out of capacity, well, the only thing you could do was build a new fab. And everybody would tend to run out of capacity at the same time, so all these fabs would come them on at the same time. And so you could think of demand as being the smooth, underlying, true demand, the relatively smooth line, and then capacity comes on in the stair step path.

So you would have these vicious cycles, and companies were always going out of business, but then the world moved to fab-less with few exceptions. Today, Intel, Samsung, Taiwan Semi, they’re the are only companies in the world that can make leading edge logic. There’s only three companies that can make leading edge DRAM, maybe four for NAND. And so they got much better about aggregating capacity smoothly. And as a result of that, the cycles you’ve seen last 20 years are just inventory cycles. And the reason for that is the fundamental equation that covers semis is customer inventories must equal lead times. Because if they don’t, and you’re purchasing manager, you get fired. Okay? And so whatever lead times are, that is what customer inventories are. And that leads to this crazy positive feedback loop where if lead times are going up, inventories are building, which causes lead times to go up, which causes inventories to build further. And then as soon as something changes, all that unwinds. And then lead times are going down, you’re burning inventories. So if you’re a semiconductor company, you’re never seeing true in demand. You’re either seeing above market demand because lead times are going out and inventories are building, or below market demand, or below true in demand. And so you’ve had these inventory cycles really consistently for the last 20 years.

What you have right now is, I think a massive inventory cycle. And everything we talked about, the economy slowing even before the fed hikes hit, PCEs shifting away from goods towards experiences. I think demand for semis is almost inevitably going to decelerate a little and that’s going to lead to an unwind of this inventory cycle. And then all the capacity that’s being brought on probably makes it worse. But then I think, you get to the other side of that, and you’re left with that industry that used to grow at 2X nominal GDP to one that probably now is a 3X nominal GDP grower. And you still have that super consolidated supply structure. You’re now having people saying semiconductor companies should be valuing software companies. And no, they shouldn’t. You have a bunch of people. Every fund I know that’s under 50 billion is frantically looking for a semiconductor analyst, where somebody’s really good at semis, have a lot of tourist to the sector. And it’s just when these companies miss, they miss big. Just going back to the fourth quarter of 2018, you can see some really, really, really big misses. So I would say relatively cautious on semis.

4. 14th Five-Year Digital Economy Development Plan – Lillian Li

“It’s the Chinese government’s wishful blueprint. It’s a guidance document that’s put together through rounds of discussions and buy-ins from provincial, municipal and state levels. Still, if any startup or large corporations release the OKRs, there’s no guarantee they will all happen. The history of Chinese Five Year Plans (FYP) is littered with their failures as much as their successes…

Key takeaways

  • The anti-monopoly and other regulations ensuring fair competition will continue throughout 2021 to 2025 –  it seems like there’s significant intent to bring in rules of law to this domain in order to remove systemic risk. More rules around data safety and fair competition seem inevitable given the tone of this document. 

Implications:

  • More comprehensive laws and regulations are coming that will specify the limits of platforms and promote consumer and worker welfare.
  • The exact methodology for how consumer welfare and fair competition will be guided is still being defined, leaving a certain margin of error for interpretation.
  • Fintech will be seen as finance by another name and will be regulated as such.
  • Given the indicators around transaction growth and e-commerce, I also do not think the government wants to see platforms completely destroyed. Who’s going to deliver the growth if everyone’s stagnating? 
  • Timing will be the tricky part and I have no insight here.  

Key takeaways

  • Platform players specifically are asked to step up and become de facto institutions – Tech giants are being asked not what their country can do for them but what they can do for their country. In the guidance plan, the tech players are asked to help with sharing data for future data exchanges and to open their technology stack to help SMEs and other industries digitalise.

Implications: 

  • I don’t think platforms will be nationalised, though their functions could become somewhat grey. They are faced with a carrot and stick situation. For instance, they could be asked to help Chinese industries digitalise through DingTalk, Tencent middleware, PDD agricultural investment fund and Meituan’s new retail functions, and not to double down on their current consumer platforms, as there are implications for consumer welfare encroachment.
  • I’m sanguine about this, as I think all Chinese consumer tech platforms are being offered a chance to have a second leg as a B2B company. They have the government’s support if they go forward with it. Put another way; they also have a cornered resource since China will not be asking AWS, Google or Salesforce to help with China’s digital transformation anytime soon.

Key takeaways 

  • Software and manufacturing cloud is front and centre of policy. It receives strong tailwinds and platforms have a role to play – What gets measured gets done, and in the indicators for the Digital Economy Five-Year Plan, the size of the software and IT service industry is being asked to grow by at least 72% 2025.

Implications:

  • The focus for manufacturing industries seems to be the digitalisation of the supply chain I expect many startup players in this space to accelerate through funding and government support in the coming years. More on this in the State of Chinese Cloud part I
  • Agricultural tech is also seen as a top priority given the frequency it gets mentioned (seven times in the document), it is still a 13.8 trillion RMB ($2.1 trillion) that employs 25% of the Chinese workforce.
  • Open-source software gets several shoutouts as a way to harness decentralised software manpower. This has also followed what I’ve observed in the VC community, opensource in China has been having a hot year in 2021. Now with government backing, expect Chinese open-source to go mainstream in the coming years. I’ll be posting more frequently on this topic too.

5. Fluke – Morgan Housel

Forecasting is hard. And not because people aren’t smart, but because trivial accidents can be influential in ways that are impossible to foresee…

…One night in college – I remember it was late, maybe midnight – I was reading a blog post about hedge fund manager Eddie Lampert. It was written by a guy named Sham Gad, who I had never heard of. I can’t remember where I found his blog; maybe I was searching for information on Lampert, who I admired.

Sham wrote that Lampert went to Harvard. I knew that was wrong – he actually went to Yale. Obviously it doesn’t matter, who cares? But using my student email address (which I rarely used but turned out to be important) I emailed Sham to let him know he was wrong. I never do stuff like that, then or now. The common denominator of the internet is misinformation. I have no idea why I thought it was necessary.

Sham’s a nice guy. He responded and said thanks, he’ll fix it.

A few minutes later he sent another email: “Hey I see from your email address that you go to USC. I’ll be in Los Angeles tomorrow. I’ve never been before, what’s the best way to get from LAX to downtown?”

It was a weird thing to ask a stranger who just trolled your blog. But it’s a reasonable question. If you’re familiar with LA you know there is no good answer. It’s the least transportation-friendly city in the world.

I don’t know why, but without thinking I responded: “It’s hard. I can pick you up. Let me know when you get in.”

He said great. I’ll see you tomorrow.

I’m a private guy. I’ve never done anything like this. At this point my relationship with Sham consisted of 10 cumulative sentences. I didn’t know if he was 17 or 87 years old. But the next day I was driving to LAX to get him.

We stopped at Chipotle on the way back. While eating he said, “I haven’t booked a hotel yet. Is there one nearby you can drop me off at?”

Adding to the list of things you shouldn’t say to a stranger, I said, “You can crash on my couch.”

“Wow, thanks,” he said.

I texted my girlfriend and said, “I met a guy named Sham online. I just picked him up at the airport and he’s sleeping on our couch tonight.”

“Excuse me?” she said.

I know, I’m sorry. I don’t know why I agreed to this…

…The next summer I was interning at a private equity firm. One day – and I remember this occurring within the same hour – two life-changing things happened.

Global credit markets started exploding in 2007, the preamble to the financial crisis. The firm I was at wasn’t in great shape. They told me there wouldn’t be a full-time spot for me after I graduated. I’d have to leave the next month.

That hurt. I needed to find a job as the economy was melting down.

I also needed to finish a project I was working on, researching logistics companies for the private equity firm. That included gathering information on a tiny public company called FreightCar America.

I went to Yahoo Finance. I didn’t find much, but just before clicking away I saw one lonely article in the FreightCar America news feed.

It was a Motley Fool article written by … Sham Gad. (It’s here).

Hey, I know that guy!

I emailed Sham for the first time in a year and told him how cool it was that he was writing for a publication.

We chatted for a bit. I told him I was looking for a new job. Anything. I was desperate.

“The Motley Fool is hiring writers,” he said. “I can put in a good word.” He owed me a favor, after all.

And that was that. I became a Motley Fool writer and stayed for ten years.

I’ve been a writer my whole career. It was never planned, never dreamed, never foreseen. It only happened because Sham got Eddie Lampert’s alma mater wrong and I needed a job at the very moment he wrote a blog post about a company I was researching at a job I was about to be laid off at.

6. Our Take on the Data Deluge, and What’s Next – Dharmesh Thakker, Chiraag Deora and Jason Mendel

Today, our company Collibra*, which focuses on data intelligence—particularly around areas like compliance—also hit a corporate milestone when it announced its latest $250 million financing. It all underscores just how detailed and granular the data market has become, and how much market value is up for grabs as companies both 1) increasingly seek out better data to make more-informed decisions, and 2) use data to improve customers’ experiences.

So what’s driving this data deluge? And how long can it continue? Our research and discussions with hundreds of companies over the last five or more years have highlighted six key factors driving the creation and growth of data and business-intelligence (BI) companies. They’ve also given us insights around how the market may shift in the coming years, so we’re sharing some predictions here too.

Literally, zettabytes of data

The first factor driving the growth of new, data-focused technology is simply the unbelievable volume of data being produced today—data that needs to go somewhere to be useful. Data is being produced from all around us whenever we interact with mobile applications, shop online or even through customer support interactions. If technology is being used, data is being created. Research firm IDC predicts that the global datasphere will grow to 143 zettabytes (for context, each zettabyte is 1 trillion gigabytes) by 2024—a 26% increase from the 45 zettabytes of data that were around in 2019.

It’s obvious, but important we say it anyway. The shift to the cloud is real!

We are still very early in the public-cloud adoption journey, as the majority of data still resides in legacy, on-premise data centers. By 2025, IDC estimates that approximately 46% of the world’s stored data will reside in public-cloud environments. This is a direct driver of the massive increase in data, and new data technologies, as the cost of compute and storage in the public cloud is much lower–there are no upfront capital-expenditure requirements, and access to data is often governed by reasonable, pay-as-you-go or consumption-based pricing. In addition, the automation that comes with the cloud allows companies to free up system engineers from worrying about customizing on-premise systems, and instead focus on other data-management priorities. The migration to cloud promotes flexibility, scalability, and cost efficiency in a way not previously possible with on-premise deployments.

Consumers need information, and they need it now.

Old-style, batch data sets historically have been used for many analytics needs; in this method, data is gathered over time prior to being analyzed. There are and will continue to be great use-cases for batch analytics, including managing payroll or customer billing. But with the advent of mobile computing and the Internet of Things, among other trends, there has been a pressing, new need for analyzing data in real time. Use cases here include fraud detection, tracking real-time ETAs on ridesharing applications, managing the temperature of your home as the day progresses, and many more. Per IDC, the market for real- time or continuous analytics is expected to grow to $4.4 billion by 2024. Aside from enabling a different set of applications, real-time analytics contributes heavily to the growth of data given the constant need for up-to-date data.

7. Why 7% Inflation Today Is Far Different Than in 1982 – Greg Ip

Consumer price inflation in December, at 7%, was last this high in the summer of 1982. That’s about all the two periods have in common.

Today, the inflation rate is on the rise. Back then, it was falling. It had peaked at 14.8% in 1980, while Jimmy Carter was still president and the Iranian revolution had pushed up oil prices. Core inflation that year reached 13.6%.

Upon becoming Federal Reserve chairman in 1979, Paul Volcker set out to crush inflation with tight monetary policy. In combination with credit controls, that effort pushed the U.S. into a brief recession in 1980. Then, as the Fed’s benchmark interest rate reached 19% in 1981, a much deeper recession began. By the summer of 1982, inflation and interest rates were both falling sharply. Four decades of generally low-single-digit inflation would follow.

“We have had dramatic success in getting the inflation rate down,” one Fed official observed that August. But Mr. Volcker had other problems to contend with: His high interest rates had pushed Mexico into default, touching off the Latin American debt crisis, and unemployment would climb to a post-World War II high of 10.8% that fall.

Unemployment took out that record in the early months of the Covid-19 pandemic in 2020. Since then, it has been falling rapidly as the economy roars back thanks to vaccines, fewer restrictions on mobility and ample fiscal and monetary stimulus. In December, unemployment sank to 3.9%, closing in on the 50-year low of 3.5% set just before the pandemic.

Monetary policy then and now couldn’t be more different. Back in 1982, the Fed was still targeting the money supply, causing interest rates to fluctuate unpredictably. Today, it largely ignores the money supply, which expanded dramatically as the Fed bought bonds to hold down long-term interest rates. Its main policy target, the federal-funds rate, is close to zero.

Rather than 1982, two previous episodes when inflation reached 7% might hold more useful lessons for today. The first was in 1946. The end of the war had unleashed pent-up demand for consumer goods, and price controls had lapsed. Inflation reached nearly 20% in 1947 before falling all the way back. Today, consumption patterns have similarly been distorted and supply chains disrupted by the pandemic.


Disclaimer: The Good Investors is the personal investing blog of two simple guys who are passionate about educating Singaporeans about stock market investing. By using this Site, you specifically agree that none of the information provided constitutes financial, investment, or other professional advice. It is only intended to provide education. Speak with a professional before making important decisions about your money, your professional life, or even your personal life.  Of all the companies mentionedwe currently have a vested interest in Amazon, Meituan, and Tencent. Holdings are subject to change at any time.

What We’re Reading (Week Ending 30 January 2022)

The best articles we’ve read in recent times on a wide range of topics, including investing, business, and the world in general.

We’ve constantly been sharing a list of our recent reads in our weekly emails for The Good Investors.

Do subscribe for our weekly updates through the orange box in the blog (it’s on the side if you’re using a computer, and all the way at the bottom if you’re using mobile) – it’s free!

But since our readership-audience for The Good Investors is wider than our subscriber base, we think sharing the reading list regularly on the blog itself can benefit even more people. The articles we share touch on a wide range of topics, including investing, business, and the world in general.

Here are the articles for the week ending 30 January 2022:

1. How Inflation Swindles The Equity Investor – Warren Buffett

There is no mystery at all about the problems of bondholders in an era of inflation. When the value of the dollar deteriorates month after month, a security with income and principal payments denominated in those dollars isn’t going to be a big winner. You hardly need a Ph.D. in economics to figure that one out.

It was long assumed that stocks were something else. For many years, the conventional wisdom insisted that stocks were a hedge against inflation. The proposition was rooted in the fact that stocks are not claims against dollars, as bonds are, but represent ownership of companies with productive facilities. These, investors believed, would retain their value in real terms, let the politicians print money as they might.

And why didn’t it turn out that way? The main reason, I believe, is that stocks, in economic substance, are really very similar to bonds.

I know that this belief will seem eccentric to many investors. They will immediately observe that the return on a bond (the coupon) is fixed, while the return on an equity investment (the company’s earnings) can vary substantially from one year to another. True enough. But anyone who examines the aggregate returns that have been earned by companies during the postwar years will discover something extraordinary: the returns on equity have in fact not varied much at all.

2. Complexity Investing & Semiconductors (with NZS Capital) – Ben Gilbert, David Rosenthal, Brinton Johns and Jon Bathgate

David: I’d heard a little bit about complexity theory and the Santa Fe Institute, which I want to get into. I think Bill Gurley talks about this fairly frequently and Michael Madison, and that’s how I kind of originally got turned onto it. Tell us a little bit more about what is it? Because it’s not at all about investing. It’s about the world.

Brinton: That’s right. In fact, I think it was Bill Gurley that recommended Complexity to Brad. Complex adaptive systems are all around us. That’s what governs the world. That’s how the world works. We don’t know how the future is going to unfold because the system is interacting together and it creates what’s called emergent behavior.

Emergent behavior makes predicting useless in most cases, and we can have guidelines, and heuristics and those are all helpful. As far as exact outcomes and what’s going to happen in the future, those are a lot more difficult.

Santa Fe Institute started with a group of scientists from the Los Alamos National Labs. They came together—they were mostly physicists—and they started talking to economists. It was sort of hard sciences and soft sciences, and the physicists were like, hey, economists, guys. You guys seem really smart, but your theories don’t work. All your math doesn’t work. So what’s up with that? With our math, it’s extremely precise. In fact, when the math is off just a little bit, Einstein’s like oh, your math is off. Pluto should really be here and come up with a Theory of Relativity.

David: It’s like we literally made the atomic bomb, it works.

Brinton: Yeah, it works. So they started coming together around this idea of complexity. What is complexity? How do we define complexity? Where does it sit? Because we are living in this complex, adaptive system, how do we think about the future? How do we think about life? How do we think about going forward?

For us, this sparked an interest in biological systems and we found this sort of biology vein much more interesting than the traditional economics vein, and much more applicable to investing than the traditional economics vein…

…We just learned so much. I remember sitting outside of this cafe in Palo Alto with Brad and we have just sort of been at this course with Deborah Gordon, this lady that teaches at Stanford, here to study ants. I thought, man, this concept of resilience is really fascinating. It’s really more about resilience than it is about predicting the future and it’s about adaptability.

Biology doesn’t really care that much about the future. They care about adapting to this wide range of futures. Bees don’t really care if it’s going to snow tomorrow, they can adapt to snow. They’ve learned how to do that over millions of years. What if we looked at companies like that?

Of course, we kept reading, we kept writing. This is probably 2011–2012, and in 2013 we published this long paper that you reference, which is super geeky, but it’s got a lot of pictures because that’s the way we think.

David: You’ve got the Back to the Future DeLorean in there.

Brinton: It’s got the DeLorean. What more could you want? We were really hoping for a DeLorean for the office. That’s our dream office furniture.

Ben: On the note of ants, this is probably the first and best example of an extreme version of resilience in an organization. Can you share the insight you had there?

Brinton: Yeah. We attended this class by Deborah Gordon and she has been studying this group of ants for 30 years in New Mexico. They obsess over this group of ants. They know what every ant is doing at all times. What they found was really fascinating.

They found that about half of the ants of the colony weren’t doing anything. They were just sort of sitting around and then they had half the hands doing these defined jobs. That’s very counterintuitive. We think of ants as sort of the ultimate productivity machines. Then it turns out ants aren’t optimized around productivity. They’re optimized around longevity. They’re optimized around resilience, around living as long as possible, let’s say it that way.

That was really insightful for us. We thought, man, all these companies are optimized around productivity and Wall Street only makes it worse because we’re obsessed over quarterly earnings. What if companies were really optimized around this long-term thinking? Of course, we see that with lots of companies, most of them tend to be run by founders, because founders have a lot of skin in the game, they think long-term, but there are CEOs that think that way also.

We know that the average tenure of a CEO in a SP 500 is less than five years. They’re not optimized like ants are. They’re trying to get a lot of returns really quickly. But companies that take this long-term view are so much more interesting.

David: When I read that, in your paper, the thing that hit me over the head, I was like, oh, this is Warren and Charlie’s laziness bordering on sloth.

Brinton: That’s exactly it.

David: The goal is not productivity. The goal is long-term steady returns and resilience.

Brinton: I think Warren and Charlie got this very early and there’s a lot of science behind that math, but they don’t need that. They’re so good with folksy wisdom.

3. Zoom CEO Eric Yuan on trusting your gut, learning from failure, and leaving behind an enduring legacy – Byron Deeter

When Eric joined Webex as a founding engineer, he witnessed the transformation of this first generation video and collaboration product into a major player that was acquired by Cisco in 2007. He’d also worked his way up to VP of Engineering. But by 2011, Eric was no longer happy.

“Every time I talked to a Webex customer, I was embarrassed,” he says. “I did not see a single happy customer.” Eric realized there was no way to fix all the modern problems plaguing customers by tweaking legacy Webex software. He was convinced that the only way to win back disenchanted customers was to build a new solution from the ground up.

But when he presented his ideas to his coworkers, they were not sold on cannibalizing their existing product. They also doubted whether Eric’s proposal was even possible. In the face of this tremendous pressure from naysayers to abandon his ideas, Eric trusted his gut. He decided to tender his resignation and start his own company.

Buoyed by a strong instinct that he could build something superior, Eric began creating the product we now know as Zoom. The first iteration took him only one year. “I like Nike’s mantra,” says Eric. “Just do it. A lot of my friends told me, ‘Eric, please don’t do it.’ But if it’s your dream, you need to ignore them.”…

…Eric stresses the value of building trusting relationships with customers. He prizes this above all else, even if it means leaving money on the table. “Quite often our sales team would tell me, ‘Eric, we’ve got to increase the price. Customers told us we can,’” he says.

But Eric would repeatedly refuse. He remained steadfast in his conviction that some things are worth more than money. “Our philosophy is to always keep adding more value, while keeping the same price,” he says. “Because down the road, the customer will realize ‘Wow, I paid $14.99, but the product just keeps getting better and better.’”

“If you’re a founder, don’t always think about always increasing the price,” Eric advises. He believes it’s myopic to think that short-term cash in the bank is worth more than deep usage engagement, which creates momentum that will build over time.

4. The Tech Monopolies Go Vertical – Fabricated Knowledge (Doug)

The phrase “Owe the bank 500 dollars, that is your problem. Owe the bank 500 million – that is the bank’s problem.” is something that comes to mind for some of the tech monopolies right now. There is a shifting relationship between the largest software companies in the world and their suppliers, and as the leading software companies have become ever-larger portions of the compute pie, it’s kind of become the problem of the tech companies, and not the semiconductor companies that service them to push forward the natural limits of hardware. Software ate the world so completely that now the large tech companies have to deal with the actual hardware that underlies their stack. Especially as some companies like Intel have fallen behind…

…I believe that in a few years, most of the large tech companies will have a much tighter level of integration and we will likely see much less “commoditized” platforms. Yes, they might run on partially open stacks (think open networking roadmap and Facebook) but their differentiation is going to be not only software but also hardware. We are going back to the old patterns of integration of both Software and Hardware.

The unit economics of this is profound, partially because if a company doesn’t pursue this, they will have to pay the exponential cost of AI compute at face value, but also potential competitors will have to face a new barrier to entry. The profit deserts around their moats, as mentioned in the first @modestproposal1 Invest like the Best podcast, will climb even higher. They will be able to sell products below their competitors while making a profit..

…This is a barrier to entry that few companies can really climb over anymore, with 500 million in R&D only possible by a few companies (270 according to a screener I used) and many of the companies with R&D budgets larger than 500m is large tech companies themselves. It is no surprise they are going custom, as now this is a very capital intense way to create a gulf between them and the rest. For example, something I wanted to note is that every single company mentioned so far spends more on absolute R&D than Intel! Samsung, a company that is out of the scope of this discussion rounds out the list of the companies that spend more than Intel on R&D worldwide. This is likely not a coincidence! Semiconductors are becoming more capital intense as we hit the wall of physics, and by being at that leading edge the new technology monopolies will get to operate in that world alone.

Just imagine now that you are an entrant, trying to sell IaaS, maybe like Digital Ocean (huge fan). If Intel and AMD chips are all that you can use, you better pray and hope their roadmaps are strong, because now that your competitors are able to create and expand their own roadmaps faster than the large semiconductor platforms, you may be forced to eventually buy from them or just be at a structural gross margin disadvantage. You could offer identical services but make worse profits, just on the basis that you don’t make your own chips. If they lower prices, you could even lose money! You cannot compete…

…Software ate the world and hardware has been struggling to keep up recently. Now the largest software companies are slowly becoming hardware companies and pursuing an integrated strategy that only can be achieved at the largest scale possible and with barriers of entry that are quickly expanding in addition to their well-known network or aggregation effects. The walls are slowly rising, the moats slowly widening, and as we are on the cusp of a new hardware renaissance, the decisions the hyperscalers make now are going to have a long-lasting competitive shadow. Stay tuned.

5. It’s Never a Market Crash Problem – Safal Niveshak

It’s almost always an –

  • I don’t know who I am problem
  • I don’t know how much pain
  • I am willing to take problem
  • I don’t have the patience to give my stocks time to grow problem
  • I bought on the tip of that popular social media influencer and did not do my homework problem
  • I did not diversify well problem
  • I bought the stock just because it dipped problem

6. Tyler Cowen is the best curator of talent in the world – Tony Kulesa

I am a biotech investor. I know a lot of top biotech investors. I’ve also spent close to a decade at two of the best life science academic institutions in the world.

Tyler’s understanding of biotech is that of a very broad economist. Yet, he is often beating me and many of the people and institutions that I know.

Tyler has identified talent either earlier than or missed by top undergraduate programs, the best biotech startups, and the best biotech investors, all without any insider knowledge of biotech. In comparison, Forbes 30U30, MIT Tech Review TR35, or Stat Wunderkind, and other industry awards that highlight talent are lagging indicators of success. It’s hard to find an awardee of these programs that was not already widely recognized for their achievements among insiders in their field. The winners of Emergent Ventures are truly emergent.

I have now met >5 Emergent Venture winners that work in life sciences. The average age of this group is ~20 years old.

One has attracted international recognition for his new non-profit founded this year. Tyler funded him ~2.5 years ago when his most notable public accomplishment was amassing 300 twitter followers.

Another winner has now started a company backed by top tier investors – professional talent hunters – but he received his first funding from Tyler a year prior, when he was still experimenting with what to build.

Others had been rejected by undergrad programs at Harvard, MIT, and Stanford, but their research talents have become recognized by the best academic life scientists and top biotech startups…

…It isn’t just a matter of more elite selection. In fact, Emergent Ventures has a higher acceptance rate than elite colleges. In May 2020, Tyler reported in an interview with Tim Ferriss that the award rate is ~10%. For comparison, the 2021 acceptance rates of Harvard, Princeton, and Yale were 5%, 6%, and 7%. It also isn’t a wider pool. At that time, he had only ~800 total applications since 2018.

Tyler’s success at discovering and enabling the most talented people before anyone else notices them boils down to four components:

  1. Distribution: Tyler promotes the opportunity in such a way that the talent level of the application pool is extraordinarily high and the people who apply are uniquely earnest.
  2. Application: Emergent Ventures’ application is laser focused on the quality of the applicant’s ideas, and boils out the noise of credentials, references, and test scores.
  3. Selection: Tyler has relentlessly trained his taste for decades, the way a world class athlete trains for the olympics.
  4. Inspiration: Tyler personally encourages winners to be bolder, creating an ambition flywheel as they in turn inspire future applicants.

7. Some Things I Remind Myself During Market Corrections – Ben Carlson

Time horizon is all that matters during a correction. This may sound like a humblebrag of sorts but market corrections don’t really bother me all that much anymore. The sight of my holdings falling in price day after day doesn’t bother me for the simple fact that I’ve already resigned myself to this fate.

You see I don’t put money into risk assets that I’m going to need for spending purposes in the next 5 years or so. It’s all long-term capital.

And given this money is going to be invested for the long-term, I already know in advance I’m going to have to endure corrections, bear markets and crashes from time to time.

I know my balance will get vaporized on occasion, I just don’t know when those occasions will be.

The money that I know will be spent in the short-term doesn’t go into risk assets.

An understanding of your time horizon saves you from becoming a forced seller.

It’s best to sell when you want to not when you have to. I’m guessing a lot of the selling in recent days has come from margin calls from investors who bought stocks using leverage. You don’t see massive moves of 10-15% in individual names like we’ve seen without some forced selling.

Buy and hold can be painful when stocks are falling but ‘buy on leverage and get a margin call when your stocks just got killed’ is a far worse fate.

Buy and hold requires you to do both when stocks are falling. It’s much easier to both buy and hold when stuff is going up.


Disclaimer: The Good Investors is the personal investing blog of two simple guys who are passionate about educating Singaporeans about stock market investing. By using this Site, you specifically agree that none of the information provided constitutes financial, investment, or other professional advice. It is only intended to provide education. Speak with a professional before making important decisions about your money, your professional life, or even your personal life.  Of all the companies mentionedwe currently have a vested interest in Zoom. Holdings are subject to change at any time.

What We’re Reading (Week Ending 23 January 2022)

The best articles we’ve read in recent times on a wide range of topics, including investing, business, and the world in general.

We’ve constantly been sharing a list of our recent reads in our weekly emails for The Good Investors.

Do subscribe for our weekly updates through the orange box in the blog (it’s on the side if you’re using a computer, and all the way at the bottom if you’re using mobile) – it’s free!

But since our readership-audience for The Good Investors is wider than our subscriber base, we think sharing the reading list regularly on the blog itself can benefit even more people. The articles we share touch on a wide range of topics, including investing, business, and the world in general.

Here are the articles for the week ending 23 January 2022:

1. Interview: Ryan Petersen, founder and CEO of Flexport – Noah Smith and Ryan Petersen

N.S.: The supply chain crunch has been the biggest economic story in the world for about a year now, causing inflation and throwing the Biden administration’s plans into disarray. What sparked the supply chain crunch? How much of a factor was increased demand for physical goods due to the pandemic? Were shifting trade patterns at all to blame? Basically, why now?

R.P.: The supply chain crunch was started by increasing demand for goods, as consumers stopped spending on services. Americans in particular had more money in their pockets because they weren’t going on trips, spending at restaurants and bars, or attending concerts. Instead as city after city started enforcing lockdowns and restrictions, people started spending a lot more goods and not services. You’ve got to get your dopamine somewhere. So what we saw was an unprecedented increase in imports from China—as much as 20% more containers entering the United States than were leaving our ports since the start of the pandemic. It turns out, our infrastructure is just not made to scale this fast, and by infrastructure what we mean is the entire ecosystem: The number of container ships in the world, the number of containers available, the throughput of our ports, the availability of trucks and truck drivers, the availability of chassis (the trailers that haul containers around), the entire system is overwhelmed and clogged. We simply don’t have enough of these essential supply chain elements, or resilient systems that are agile enough to shift the supply of these assets to where they’re needed.

While the pandemic drove this shift in demand from services to goods, it also changed where consumers were buying goods (increasingly online), the types of goods they were buying, and where those goods were flowing to and from. One thing to note is that e-commerce logistics networks are fundamentally different in their geographical and physical space than that of traditional retail. They’re more complicated because you are edge caching your inventory to be closest to your users instead of positioning everything in a distribution center in a single hub. You now have to position your warehouses all over the United States, making it exponentially more complicated. So the more people bought things online, the more these systems were overloaded.

Then there was the impact of cascading second orders that are inherently unpredictable. For example, as imports increased as much as 20%, exports actually decreased because the United States economy was slow to reopen. In fact exports are still down. If you look at the journey of a shipping container, it runs in a loop: The same container that brings in imports later helps transport exports out of the U.S. So if there are fewer exports going out, that means companies are consciously choosing to ship empty containers back to Asia or else they will run into shortages at the origin ports. At one point over the last year, as an industry, we were 500,000 shipping containers short in Asia. These shortages led to increases in prices. If you wanted to get a container you had to pay a real premium to get access. In some cases renting a container for one journey was more expensive than the price to buy one. In January 2019, rates on the Trans Pacific Eastbound route (TPEB), and Far East Westbound (FEWB) were around $3000. In December 2021, rates remained elevated in the $12,000 – $15,000 range. At one point this year, TPEB rates were as high as $24,000.

Consumers are just buying more stuff than ever and our infrastructure, frankly, isn’t ready for it. It’s getting held back by dilapidated port infrastructure, by congestion, non-automated ports, and bad rail connections to the ports. We’re just recognizing the pain of 20 years of not investing in our infrastructure. And we’re feeling all that pain in one year right now. It’s increasingly difficult for truckers to pick up or drop off containers at ports and warehouses, leading to today’s congested ports, lots, and railyards. So boats can’t get in, we don’t have enough containers, a lot of the empty containers are stuck on the chassis, we don’t have enough chassis because we don’t have enough warehouse space, and we don’t have any space in the warehouses because we can’t move the goods out fast enough.

Until we can focus on what actually clears the ports, rail yards and warehouses, and goods can begin to move at a pace that aligns more closely with the growth in consumer demand, there’s nowhere for the containers to go, and the number of ships waiting to unload will continue to grow…

...N.S.: Was the global economy simply over-engineered? Did we optimize supply chains for efficiency at the cost of resilience, like a machine with tolerance gaps that are too small? And if so, should we recalibrate going forward, to leave more slack in the system in case of future crises?

R.P.: In my opinion, what’s caused all the supply chain bottlenecks is modern finance’s obsession with Return on Equity (ROE). To show great ROE, almost every CEO stripped their company of all but the bare minimum of assets. “Just-in-time” everything with no excess capacity, no strategic reserves, no cash on the balance sheet and minimal investment in R&D. We stripped the shock absorbers out of the economy in pursuit of better short-term metrics. Large businesses are supposed to be more stable and resilient than small ones, and an economy built around giant corporations like America’s should be more resilient to shocks. However, the obsession with ROE means that no company was prepared for the inevitable hundred-year storms. Now as we’re facing a hundred-year storm of demand, our infrastructure simply can’t keep up.

Most global logistics companies have no excess capacity, there are no reserves of chassis, no extra shipping containers, no extra yard space, no extra warehouse capacity. Brands have no extra inventory and manufacturers don’t keep any extra components or raw materials on hand.

And let’s not forget the human aspect of the workforce that makes this all happen. A lot of companies in the industry haven’t invested in taking care of their people, especially during market downturns, so now they can’t staff up quickly to meet surging demand.

When the floods inevitably hit, the survivors will be those who invest in excess capacity, in strategic reserves of key capital assets, in employee trust that let them attract and retain talent. Running lean systems may seem beneficial, until the whole system fails like it did this year. We’ve removed the shock absorbers from the economy and it’s time we add them back.  

2. Standard Oil Part I – Ben Gilbert and David Rosenthal

We dive into original American capitalist mega winner, Standard Oil, and its legendary founder John D. Rockefeller…

…David: Yeah. Rockefeller though just got this vision where he’s like, oh man, the more profit I make, the more capital I can put into this, the more oil I can hold, and the more I can produce. When the price crashes, I’ll just keep buying. He buys the dip over and over again. Because his operations are so much more efficient and so much more profitable, he can afford to pay more than anybody else. He can afford to hold this stuff longer. He’s really thinking long-term in a way that none of his other competitors are.

Ben: When we say he’s tweaking stuff and he’s so much more profitable, he is both horizontally and vertically integrating. Let’s talk about vertically integrating first. He’s doing things like realizing, jeez, we’re hiring a lot of plumbers to come in and lay this pipe every time we do a build-out. They do things like hire their own plumber, hire their own blacksmiths, and decide actually, we should do this ourselves. That way, we can save all this money on piping instead of buying it from a third-party contractor.

Later down the road, he even plants a forest. He buys up a forest so that they can cut down the trees themselves to build the barrels out of.

David: To make their own barrels. Oh my gosh, this is so great.

Ben: They save all this money rather than buying barrels from somebody else. Then, of course, they can innovate on the barrel-making process. He figures out, oh, if we treat the wood in the forest, then it’s lighter and cheaper to ship back to the refinery so we save all this money on transportation. That’s the vertical integration side of things, which would be crazy enough, but he’s figuring out that wait, we do this process. How can we use the whole buffalo? What can we sell the gasoline for? I think they invented Vaseline.

David: Yes. I think they buy the company that invents Vaseline. Petroleum jelly, which is one of the byproducts, they commercialize it.

Rockefeller found his calling here. This is divine passion. There’s just one problem which is the partner, Clark. Clark is not so into how much capital Rockefeller is tying up in the business here. He’s like, hey, we’re merchant traders. The point is profits, and then we keep the profits.

Rockefeller is like, no, reinvesting it in R&D, CapEx, and inventory. Rockefeller starts going around to all the banks and all the financers in Cleveland and lining up. He’s not even using just the profits from their operations. He’s getting more external financing to finance growth here.

Ben: When I say both vertically and horizontally integrating, in the horizontal sense, he is obsessed with trying to figure out how to be the sole supplier of oil to the world. As soon as he figures out that there are economies of scale here, he’s like, okay, cool. How do we start the flywheel, get as much capital as possible, build out as much production as possible, and start having agreements with whoever’s got rights to the land as possible so we can start vending to the world?

David: Yeah, and own this super strategic chokepoint of refining in cities. Clark is spooked by all this. Chernow has this amazing quote that he finds from Rockefeller. I don’t know where he found this. I should look up in the notes at the end of Titan. This is so good. Rockefeller apparently wrote or said this at some point. “Clark was an old grandmother and was scared to death because we owed money to the banks.” It’s so great. 

Rockefeller engineers a coup. Some of Clark’s brothers are also partners in the business at this point in time. They get into all these arguments. John baits them one day into threatening that they should just dissolve the partnership. John’s like, okay, great, let’s dissolve the partnership.

Ben: Because he knows that if he goes to them and says, look, first of all, I don’t think you are risk-tolerant enough, and second of all, I don’t think you’re upstanding so I want out. He knows that he loses leverage by doing that. That’s why he baits them into doing their normal thing of getting all up in a fit and saying we’re going to back out.

David: Totally. Rockefeller immediately goes to the local paper and places a notice that the partnership is dissolving and that there’s going to be an auction for the assets of the partnership including the oil refineries. It sets up this showdown where the Clark brothers and Rockefeller bid against each other for each other’s 50% stake in the business.

Ben: Which is, by the way, a great way to do it. If you’ve got a partnership that’s blowing up, all right, whoever wants to pay more to buy the other person out is the person that should get to own the whole thing. The idea of a bidding war between the two of them to figure out how to value the business makes total sense.

David: Between the two principals. Rockefeller though, remember, he’s been going and getting the relationships with all the banks and financiers, he lines up financing in advance of the auction. He’s got basically unlimited resources, although the price ends up stressing him out. He buys Clark’s 50% of the oil business for $72,500. In exchange, Rockefeller gives Clark his 50% share of the produce trading.

Ben: Which by the way, he probably buys him out for $3–$4 million, something like that, in 2021 dollars.

David: A good chunk of change. That 50%, that $72,500 or however you want to think about it, is 50% of Standard Oil right there.

Rockefeller would say later, “It was the day that determined my career.” Probably bigger than job day. “I felt the bigness of it, but I was as calm as I am talking to you now.” This is what we’re going to see. This man has literally solid ice running through his veins. It’s crazy.

This was a big price. It was more than Rockefeller wanted to pay, but this happens in February of 1865. Back to what’s going on in America, two months later, General Lee surrenders to Grant, and the Civil War is over. With the Civil War over, what’s less important? Commodity, produce trading. What is all of a sudden a hell of a lot more important? Oil, industry, urbanization, everything.

Ben: Because all these soldiers are coming back and getting jobs in factories, you have an industrial boom here. It’s interesting how Rockefeller is obsessed with I’m not a speculator. I’m not one of these people rushing to prospect various plots of land in Western Pennsylvania. It’s funny that it’s, I would say, a picks-and-shovels play. I guess the point to make here is he’s doing the predictable, reliable, stable, very strategic part of the value chain. He’s not out prospecting land.

David: To just doubly underscore strategic, did Rockefeller know the war was going to end in two months? Probably. Sherman’s probably marching to the sea at this point.

Chernow writes, “The war had stimulated growth in the use of kerosene by cutting off the supply of southern turpentine, which had yielded a rival illuminant called camphene. The war had also disrupted the whaling industry, and led to a doubling of whale oil prices. Moving into the vacuum, kerosene emerged as an economic staple and was primed for a furious postwar boom. This burning fluid extended the day in cities and removed much of the lonely darkness from rural life.”

Soon, John D. Rockefeller would reign as the undisputed king of that world. He’s now got the oil operations, the refining business all to himself. December of 1865, the war’s over, all this is going on, and he opens a second refinery in Cleveland next to the Excelsior Works with a new name that he chooses, he wants to let everybody know that his oil, his kerosene, his business, and his operations are going to be bigger than anyone else. It’s going to be the best quality and it is going to reign from sea to sea. What does he call the new operation?

Ben: Standard Oil.

3. Bitcoin Failed in El Salvador. The President Says the Answer Is More Bitcoin – David Gerard

More than 91 percent of Salvadorans want dollars, not bitcoins. The official Chivo payment system was unreliable at launch in September—the kiss of death for a new system. Users joined for the $30 signup bonus, spent it or cashed it out, then didn’t use Chivo again. The system completely failed to check new users’ photos, relying solely on their national identity card number and date of birth; massive identity fraud to steal signup bonuses ensued. Bitcoin’s ridiculously volatile price was appreciated only by aspiring day traders. Large street protests against compulsory Bitcoin implementation continued through October. The government stopped promoting Chivo on radio, TV, and social media. Chivo buses and vans were seen with plastic taped over the company’s logo.

Bukele’s financial problems remain. El Salvador can’t print its own dollars, so Bukele urgently needs to fund his heavy deficit spending. The International Monetary Fund has not lent the country the $1 billion Bukele asked for, and has indicated its strong concerns about the Bitcoin scheme.

So Bukele, known for a populism that is half aspiring dictator, half Elon Musk, once more announced national policy from the stage: At the Latin American Bitcoin and Blockchain Conference on Nov. 20, Bukele came onstage to an animation of beaming down from a flying saucer and outlined his plans for Bitcoin City: a new charter city to be built from scratch, centered on bitcoin mining—and powered by a volcano.

Bitcoin City would be paid for with the issuance of $1 billion in “volcano bonds,” starting in mid-2022. The 10-year volcano bonds would pay 6.5 percent annual interest. $500 million of the bond revenue would be used to buy bitcoins. The bitcoins would be locked up for five years, then sold to recover the $500 million purchase price; any profit on the sale would be paid out as an additional dividend. Holding $100,000 in volcano bonds for five years would qualify investors for Salvadoran citizenship.

4. TIP406: Finding Hidden Treasure w/ Thomas Braziel – Trey Lockerbie and Thomas Braziel

Trey Lockerbie (35:25):

You mentioned your investors expecting you to knock the cover off the ball sometimes. There is this unbelievable example or this investment that you did that I think encapsulates a lot of what we just talked about on this episode, and that was your Mt. Gox investment. So start at the top of this example. I know you’re going to try and spin it in a very humble way, but this is just such an incredible investment. Give us the lay of the land here with this, what you saw and how it’s panning out.

Thomas Braziel (35:54):

You know, I would just say that so much of your life in business, your personal life, and in investing is going to be serendipitous in the sense that I really believe so much of it as preparation meeting opportunity. I happen to be in the right place at the right time. I happen to know a lot about bankruptcy. I happen to know how to buy claims. And I just so happen to something I thought, “Well, wow, this is ridiculously asymmetric. If this works, yeah, this could really work, and I’ll get this ridiculously magnified return on probably the most volatile and interesting asset of our time.” So Mt. Gox was interesting. I mean, I tripped upon Mt. Gox reading the FT, and I saw the administration. It was probably year into the administration and there was an article in the FT. And I had known what Bitcoin was, but I didn’t think anything of it. I mean, I’m living, as we all do, I’m living in my own bubble.

Thomas Braziel (36:50):

And that’s the hard part about investing is this time period where you need to have your ears up and your antennas out and you’re looking, scoping out, trying to find opportunities. But then when you find something that might be interesting, you have to choose and choose wisely as best you can on where you’re going to spend your time. So for this, I saw the docket, I thought, “Wow, Japanese insolvency cryptocurrency claims. Wow. That’s amazing. That is really crazy. I wonder how you buy these.” It was out of curiosity. I wonder how you actually paper buying this kind of thing. And I thought, “Wouldn’t it be cool to buy one just to see if I could do it?” It was like someone saying like, “Wouldn’t it be cool to build a cabinet, see if I could just do it?” And there’s something like that. Someone.

Thomas Braziel (37:35):

So I did. So I went out there in the market, and it’s easy to read about the case. It was all in English and in Japanese, it was in dual languages, just because there were so many foreign creditors that they do everything in English and Japanese. So this is 2016, Bitcoin was probably at $300. I remember I bought some Bitcoin on Zappo and maybe on Coinbase as well, just to be like, “Hey, if I’m going to buy these claims, I should probably know what Bitcoin really is. People talk about it.” I bought one claim and I thought, “Oh, that’s really cool.”

Trey Lockerbie (38:08):

Where did you buy the claim? How did you find someone to sell you a claim?

Thomas Braziel (38:11):

So this is true in American cases, it’s not always true in foreign cases, and it just happened to be that a list of creditors, of approved creditors was… It is available if you’re a creditor in the court, but someone had actually leaked the approved creditor list, and I remember, hopefully this was pre-GDPR, but we had gotten ahold of the list and it’s all public there. I mean, I think there was even links probably to a newspaper where they had the list posted or at least in their servers or whatnot. But there was a list of approved creditors floating around. So I started fishing around and I figured, “Okay, I’ll start with the funny names because those will be easier to Google and find somebody that matches it, because John Smith’s going to be pretty hard to find. But your last name is Lockerbie, is that how you say it?

Trey Lockerbie (38:58):

Lockerbie, yeah.

Thomas Braziel (38:59):

That’s pretty, Trey Lockerbie, I might Google Trey Lockerbie and I’d look for a guy who was maybe into computer science.,Maybe he was into crypto, if he had it as an interest on LinkedIn or on Twitter, something, and maybe he’s the right age, maybe he’s below 35 and is into computer science or is somehow into cryptography and whatnot. So I started doing that and I basically found a few claims, bought them, and I didn’t think… At the time crypto was at 300, we bought the claims for a look through price of about $100 in Bitcoin. So it was an OK trade. It was like, “That’s an okay trade.”

Thomas Braziel (39:36):

This happens a lot of times in the life cycle with trades. It’s like a company you know a lot about. I don’t know, maybe if you follow Disney really close or something and you’re like, “This is an inflection point.” The real inflection point in the trade was 2018, I think when Bitcoin went to over 20,000, but it kind of pulled back, and the trustee was sold some crypto to basically raise a fiat. And we were able to buy the claim, where we were buying the crypto for free. And let me explain how. If you added up the cash in the estate and you added up the crypto, or you just added up the cash, leave the crypto for a second, and you divided by the outstanding claims, you were going to get about 450 to 480 dollars per claim, per BTC, per Bitcoin.

Thomas Braziel (40:23):

And we were able to buy them anywhere between 300 to 400 dollars. So we always knew we were going to get the 450 to 480 back in cash. And on top of the cash was Bitcoin. And I pitched this trade all over town in New York, trying to get a hedge fund to put in capital and let’s do it. And they were… People were like, “Hey, this is not that scalable, this is crypto. We’ll never get it past…” The common objection, too small, not scalable, it’s crypto. I’ll never get it past my investment committee. Or, “Oh, I get it. You’re getting free optionality, but what is Bitcoin even worth? I mean, let’s be real.” And I was like, “Yeah, I don’t know. I think it’s a real possibility it could be worth something, and it hasn’t died yet.”

Thomas Braziel (41:06):

Even at the trade I was putting it on, assuming Bitcoin stayed where it was, it was somewhere between the 8 and 10 X return. And that was in Bitcoin, I think was at about 10 grand. So we’re getting the Bitcoin for free. So our downside extremely limited. I mean, in my mind, practically zero, other than legal risk and cost of collection and IRR risk, and optionality and convexity was incredibly high. So I loaded the boat. I mean, my hedge fund at the time, we were actually winding it down, so we didn’t add any in the hedge fund, but I was able to get a family office on board, and since my hedge fund was winding down, we were making distributions. I mean, this is crazy and I would never recommend someone do this. I put all my personal money in it.

Thomas Braziel (41:49):

So I did that knowing that it was a little aggressive and maybe I did it out of spite for my hedge fund closing, but no, not really. I really thought it was an amazing trade. I remember I actually had a… The claims that we bought in the whole setup, I remember sitting at dinner here in London, where I am now, and one of my investors was coming through. And I remember sitting at dinner with him, trying to explain to him how great this was. And his just… And he is a nice guy and he’s very smart but just can’t be bothered to look at the spreadsheet that… I’m such a young, somewhat naive person just thinking that this guy at dinner, when we’re having drinks and dinner, wants to see my spreadsheet that I printed out where I lay out the convexity and how great this is and all this stuff.

Thomas Braziel (42:36):

And he’s like, “This is great. Yeah, whatever, whatever. Great, great, great.” And he just doesn’t… He did not care. Maybe I wasn’t very good at pitching it, but anyway. So I got a family office on board. We bought a few million dollars worth. I put all my money into it. And I’m going to say the rest is history, because we’ve been buying claims over the years, but now we buy claims, of course we’re not making 40 X, we’re buying the Bitcoin for about half price and maybe 60 cents on the dollar. So we buy them for a large crypto hedge fund that believes in crypto. And I have to say, I’ve spent a lot of time in crypto now because of this, and I’m a bit of a believer.

5. Is the Fed Responsible for an 800% Gain in the Stock Market? – Ben Carlson

In a recent post I shared how the U.S. stock market is now up more than 800% since the lows of the financial crisis.

Right on schedule my Twitter replies and inbox were full of people bemoaning the fact that this entire bull market is an artifact the Federal Reserve policies…

…But what about Japan and Europe? Their central banks have also taken on trillions of dollars of assets on their balance sheets…

…The S&P 500 is outperforming stocks in each of these developed countries by more than 200% in total over the past decade. These countries have been providing similar levels of monetary stimulus over this time and their interest rates have been even lower than ours.

While the 10 year U.S. treasury bond currently yields around 1.7%, yields in Japan (0.1%) and Germany (-0.1%) are much lower. Why aren’t stocks exploding higher in those countries?

Interest rates certainly have an impact on how people allocate their capital but low interest rates alone don’t explain everything that happens in financial markets.

6. How Shein beat Amazon at its own game — and reinvented fast fashion – Louise Matsakis, Meaghan Tobin, and Wency Chen

Over the past decade, thousands of Chinese clothing manufacturers have begun selling directly to international consumers online, bypassing retailers that traditionally sourced their products from the country. Equipped with English-language social media profiles, Amazon seller accounts, and access to nimble garment supply chains, they’ve fueled the acceleration of trends and flooded closets everywhere with a wave of impossibly cheap clothes.

Rest of World spent the last six months investigating this new ecosystem, speaking with manufacturers, collecting social media and product data, making test buys, and interviewing shoppers and industry experts in both China and the U.S. Our reporting reveals how Chinese apparel makers have evolved to cater to the desires of internet-native consumers — and transformed their consumption habits in the process. Capitalizing on this shift are companies like Shein: the most successful, well-known, and well-funded online retailer of its kind.

Shein is now one of the world’s largest fashion companies, but little is known about its origins. 

It was founded in 2012 under the name SheInside, and reportedly began by selling wedding dresses abroad from its first headquarters in the Chinese city of Nanjing. (A spokesperson for Shein denied it ever sold wedding dresses, but declined to specify other details about its history.) The company says its founder, Chris Xu, was born in China, though a since-deleted press release described him as from the U.S.

Shein eventually expanded to offer apparel for women, men, and children, as well as everything from home goods to pet supplies, but its core business remains selling clothes targeted at women in their teens and 20s — a generation who grew up exploring their personal style on platforms like Instagram and Pinterest. 

Its clothes aren’t intended for Chinese customers, but are destined for export. In May, the company became the most popular shopping app in the U.S. on both Android and iOS, and, the same month, topped the iOS rankings in over 50 other countries. It’s the second most popular fashion website worldwide.

By 2020, Shein’s sales had risen to $10 billion, a 250% jump from the year before, according to Bloomberg. In June, the company accounted for 28% of all fast fashion sales in the U.S. — almost as much as both H&M and Zara combined. The same month, a report circulated that Shein was worth over $47 billion, making it one of the tech industry’s most valuable private startups. (Shein declined to say whether the sales or valuation figures were accurate.)…

…Through its manufacturing partners on the ground in China, Shein churns out and tests thousands of different items simultaneously. Between July and December of 2021, it added anywhere between 2,000 and 10,000 SKUs — stock keeping units, or individual styles — to its app each day, according to data collected by Rest of World. The company confirmed it starts by ordering a small batch of each garment, often a few dozen pieces, and then waits to see how buyers respond. If the cropped sweater vest is a hit, Shein orders more. It calls the system a “large-scale automated test and re-order (LATR) model.”…

…The secret is Shein’s internal software, which connects its entire business from design to delivery. “Everything is optimized with big data,” Lin said. Each of Shein’s suppliers gets their own account on the platform, which spits out information about what styles are selling well and can also quickly identify which might become future hits. “You can see the current sales, and then it will tell you to stock up more if you sell well and what you need to do if you don’t sell well. It’s all there.”

The software contains simple design specifications that help manufacturers execute new orders quickly. “A big brand might need a very high-end designer, or a designer with top technology, and even then may only be able to produce 20 or 30 styles a month,” said Lin. “But Shein does not have high design requirements. It is possible that a typical university student could get started designing quickly, and the output could be high.”…

…To convince suppliers to join its system, Shein had to meet only a very basic bar: paying them on time. Receiving timely payments is a huge problem for factories in China, said Malmsten. “They’ve built a lot of loyalty from their suppliers, so they can have more urgency on their orders,” she said. The result is that over 70% of products on Shein’s website were listed less than three months ago, Malmsten found, compared to 53% at Zara and 40% at H&M. “Shein just kind of blew Zara out of the water,” she said.

7. Casualties of Your Own Success – Morgan Housel

Two scientists, Aaron Clauset of the Santa Fe Institute and Doug Erwin of the Museum of Natural History, explained why in a paper that is dense but summed up in a wonderful sentence: “The tendency for evolution to create larger species is counterbalanced by the tendency of extinction to kill” off larger species.

Body size in biology is like leverage in investing: It accentuates the gains but amplifies the losses. It works well for a while and then backfires spectacularly at the point where the benefits are nice but the losses are lethal.

Take injury. Big animals are fragile. An ant can fall from an elevation 15,000 times its height and walk away unharmed. A rat will break bones falling from an elevation 50 times its height. A human will die from a fall at 10 times its height. An elephant falling from twice its height splashes like a water balloon.

Big animals also require lots of land per capita, which is brutal when land is scarce from farming or natural disaster. They can need more food per unit of body mass than small animals, which is the end game in a famine. They can’t hide easily. They move slow. They reproduce slow. Their top-of-the-food chain status means they usually don’t need to adapt, which is an unfortunate trait when adapting is required.

The most dominant creatures tend to be huge, but the most enduring tend to be smaller. T-Rex < cockroach < bacteria.

Size is nature’s leverage. Sought after for its benefits straight up to the point that it ferociously turns against you.

Same thing applies to companies and investments.


Disclaimer: The Good Investors is the personal investing blog of two simple guys who are passionate about educating Singaporeans about stock market investing. By using this Site, you specifically agree that none of the information provided constitutes financial, investment, or other professional advice. It is only intended to provide education. Speak with a professional before making important decisions about your money, your professional life, or even your personal life.  Of all the companies mentionedwe currently have a vested interest in Amazon. Holdings are subject to change at any time.