Tuesday, January 14, 2025

Tuesday Morning Links

  • A good book review does some combination of 1) explaining what the book has to say and 2) expressing the reviewer’s own thoughts on the matter. (That way, of course, you get both the novelist's ideas as well as the critic's thinking.) Different reviews hit this balance differently: sometimes I come away from a book desperate to tell people about, say, the ways fuel choices change society, and sometimes I really want to talk about some interesting idea the book sparked for me (is wokeness WEIRD? why do I hate contemporary fantasy so much?). [Mr. and Mrs. Psmith’s Bookshelf
  • When we look more closely at the historical record, it shows not a neat sequence of energy transitions, but the accumulation of ever more and different types of energy. Economic growth has been based not on progressive shifts from one source of energy to the next, but on their interdependent agglomeration. Using more coal involved using more wood, using more oil consumed more coal, and so on. An honest account of energy history would conclude not that energy transitions were a regular feature of the past, but that what we are attempting – the deliberate exit from and suppression of the energetic mainstays of our modern way of life – is without precedent. This is the argument of More and More and More, the latest book by the French historian of science Jean-Baptiste Fressoz. [Adam Tooze]
  • The People’s Republic of China is the hyper-modernist state par excellence. Chinese communists are quite taken with their slogans about “Chinese style modernization,” but this mostly amounts to standard modernization but with a Leninist party in charge. If there is a country whose leaders are more inspired by Enlightenment rationalism than China, I have not found it. India is different. In fact, India is the only country I have visited where a post-liberal polity seems plausible. Hindu nationalists conceive of their project much the same way Western post-liberals do—they aim to create a country animated by a “non-Western worldview,” to strip away the hegemony of Enlightenment ideas on the Indian mind, and to find a separate path toward wealth and power. As Nehru’s India was liberal in conception, a successful Hindutva program means an actual post-liberal order. [Scholar's Stage]
  • The leek has been known to be a symbol of Wales for a long time; Shakespeare, for example, refers to the custom of wearing a leek as an "ancient tradition" in Henry V ( c. 1599). In the play, Henry V tells the Welsh officer Fluellen that he, too, is wearing a leek "for I am Welsh, you know, good countryman." The 1985 and 1990 British one pound coins bear the design of a leek in a coronet, representing Wales. [wiki]
  • In some of the wonderful screwball comedies from the 1930s, you really see the class divide in America. A country bumpkin from the middle of America arrives in New York City, and there’s a scene of culture clash in an elegant art deco apartment, where the women wear those slender gold lame gowns. Today, Americans wear pretty much the same clothing all over the country, and drive pretty similar cars (more likely SUVs.) I’m not sure the Gini coefficient numbers pick up this regional leveling of living standards, but if they don’t it may be due to the fact that the richest areas have seen explosive rises in housing prices, so today’s nominal inequality greatly overstates the degree of real inequality. In 2025, I doubt there’s much meaningful difference in living standards between the typical resident of New York City and the typical resident of Oklahoma City. [Scott Sumner]
  • Altogether, MGP is the source of beverage spirits sold under about 50 different brand names, although these are often sold misleadingly by their bottlers as distinctive products with minimal disclosure of the actual source of the spirits. Some industry experts have commented negatively about the practice, such as the whiskey writer Charles Cowdery who has decried such bottlers as "Potemkin distilleries". As one example, in a class action settlement announced in 2015 about the marketing of the Templeton Rye brand which was actually produced using MGP spirits, Templeton was required to add the words "distilled in Indiana" to its label and remove claims of using a "Prohibition Era Recipe" and "small batch" production. The settlement also offered refunds to customers who had bought Templeton Rye since 2006. [Midwest Grain Products]
  • Under a conventional franchise arrangement, the Company generally owns or secures a long-term lease on the land and building for the restaurant location and the franchisee pays for equipment, signs, seating and décor. The Company believes that ownership of real estate, combined with the co-investment by franchisees, enables it to achieve restaurant performance levels that are among the highest in the industry. Franchisees are responsible for reinvesting capital in their businesses over time. In addition, to accelerate implementation of certain initiatives, the Company may co-invest with franchisees to fund improvements to their restaurants or operating systems. These investments,
    developed in collaboration with franchisees, are designed to cater to consumer preferences, improve local business performance and increase the value of the McDonald's brand through the development of modernized, more attractive and higher revenue generating restaurants. The Company requires franchisees to meet rigorous standards and generally does not work with passive investors. The business relationship with franchisees is designed to facilitate consistency and high quality at all McDonald’s restaurants. Conventional franchisees contribute to the Company’s revenue, primarily through the payment of rent and royalties based upon a percent of sales, with specified minimum rent payments, along with initial fees paid upon the opening of a new restaurant or grant of a new franchise. The Company's heavily franchised business model is designed to generate stable and predictable revenue, which is largely a function of franchisee sales, and resulting cash flow streams. [McDonald's Corporation]
  • Cipolla divides people into four categories: helpless, bandit, intelligent and stupid. In any normal interaction between two people, he contends, the helpless person suffers a loss while the other gains. The bandit exacts a benefit while levying a loss on the other. The intelligent person gains while enabling the other person also to gain. The defining trait of the stupid person is that he gains nothing while obliging the other to take a loss. Mr. Trump’s fans can argue with his despisers about whether he belongs in the category of bandit or intelligent, but he definitely can’t be classified as stupid according to Cipolla’s definition. [WSJ]
  • About 40 years ago I happened upon a Toastmaster toaster at a yard sale. I researched its serial number - it was made in April of 1935 - and found that it was one of the very first pop-up toasters ever made. It does not have a thermostat but rather an escapement timing mechanism (old fashioned wind up clock type mechanism) that is controlled by a small ‘light/dark’ dial. It ticks like those old fashioned clocks - faster for lighter toast, slower for darker. The sides, top, front and back are heavily chrome plated steel. The sides, front and back metal itself is scalloped vertically about 1” wide each, to give it some style - very Art Deco looking. AND it still worked - well almost - I had to take it apart to repair the main spring - and it’s worked pretty much marvelously ever since. Now I realize it’s not designed for bagels and other really wide breads. Its nichrome wire heating elements are very close together (yielding a fabulous even heating next to the bread-no stripes ever!) and because you adjust the actual TIME of toasting and not a bi-metal heat sensitive thermostat, your toast comes out consistently - time after time after time. Bi-metal thermostats take time to cool off - if you pop in another few pieces of toast right after doing two, the second set will be less done as the bi-metals haven’t cooled enough in between tastings. I also realize that most toasters today take advantage of digital technology and may not even use thermostats anymore but I still feel what I have is a treasure. I did have to have it repaired once by a guy in NYC who does this kind of thing  - (ToasterCentral.com) -  he’d put on a new period cord. It’s gorgeous. It has style, reliability and functionality. It cost me I think about $3.00). My younger daughter says she wants it when I go. Today it’s 85 years old - 13 more than I. Now I ask you - what appliance do you still have in your kitchen that still works and is that old? Only saying! [Which Slot Toaster Makes the Best Toast?]

Thursday, January 9, 2025

Thursday Night Links

  • Today, the world produces 40 times as much copper annually and 250 times as much nickel as it did in 1900. The fact that we produce far more materials than we did in the past, yet prices have barely changed, suggests that contrary to Ehrlich’s prediction, we’re not close to running out of these materials any time soon. That is what brings me closer to Simon’s worldview. [Our World in Data]
  • One reason to doubt all nutritional studies outside of 24/7 metabolic wards is the documented propensity of people to underreport how much they eat. Take for example the popular claim that “metabolism” is to blame for over-fatness. When food intake is precisely measured and controlled, study after study has demonstrated that there are no significant differences in metabolism per pound of body weight between the young and old, pre or post-menopause, or the obese and lean. All humans have about the same caloric requirements per pound of body weight. Given the laws of thermodynamics and the narrow range of human body temperature, this makes sense. People who weigh more really do eat more, but report less, and this is why reliable experiments must be conducted in a controlled environment instead of relying on self-reporting. [The Tom File]
  • Households with at least one GLP-1 user reduce grocery spending by approximately 6% within six months of adoption, with higher-income households reducing spending by nearly 9%. These reductions are driven by significantly larger decreases in purchases of calorie-dense, processed items, including a 11% decline in savory snacks. In contrast, we observe directional increases in nutrient-dense purchases, such as yogurt and fresh produce. We also examine food-away-from-home spending at limited-service establishments, such as fast-food chains and coffee shops, finding reductions at breakfast and especially during dinner times. Our findings highlight the potential for GLP-1 medications to significantly reshape consumer food demand, a trend with increasingly important implications for the food industry as adoption continues to grow. [SSRN]
  • In one of its last days as an independent bank, I was having lunch at Bear Stearns’ quite subdued partners’ dining room with a friend. Since I was about to have my first kid, I was full of theories. New parents start off with a lot of theories. With each subsequent one, it becomes more and more practical until you have had most of these theories beaten out of you. Unbidden, I was lecturing my friend (a father of many kids and many years) about the virtues of 24/7 attachment parenting. He let me go on for a while before interrupting with, “but no one wants to see you 24/7. You should get your kids on a schedule”. So I did and it worked. As it is nearly impossible to get them scheduled once they are much older this fit into the theme of erring towards reversible mistakes (no facial tattoos, etc.) [Chris DeMuth Jr.]
  • This is the nickname of an area of Madrid where you find the three most famous art museums in Spain: Museo Nacional del Prado, Thyssen-Bornemisza Museum, and Museo Nacional Centro de Arte Reina Sofía. All of them are a pleasant walking distance from each other. While all have massive exhibits (each with many thousands of pieces) I recommend visiting all in one day as they act as context fillers for each other. In one day of indulgence you will see Goya, Velázquez, Holbein, Cranach, Picasso, Dalí, Rafael, Ribera, Murillo, Joan Miró, and literally hundreds more. I recommend starting with Thyssen, then Prado, and finish at Reina Sofía. [Caribbean Progress Studies Institute]
  • What buyers cared about was price and square footage, along with generic markers of a nice house: faux columns, faux brick/stone, a fancy front door, faux shutters, and generic/safe colors. They DID care about the interior, where they wanted granite countertops, big kitchen, big closets, lots of bathrooms, lots of rooms (bedrooms, home office space, home gym room, man cave, laundry room), tall ceilings, big master bedroom, generous garage, quality windows, etc. These are efficiently achieved with a two-story boxy style like a Colonial that sits on a postage-stamp sized property, with a similar house sitting close on each side. As long as the property has a decent patio there is little regard for having a yard large enough for children to play in, since kids don't play outside anyway and people are having fewer kids. If people want to show their neighbors they have fancy taste they'll buy an expensive car and park it in the driveway. [Marginal Revolution]
  • Of course, after being left for dead by so many U.S. investors, the global stock market did better with non-U.S. stocks actually turning in historically healthy real returns (like 5-6% per annum over cash). It turned out that, just as we thought, the U.S. really did have the best companies (most profitable, most innovative, fastest growing) and this indeed continued in this last decade. But it also turned out that paying an epic multiple for the U.S. compared to the rest of the world mattered somewhat more than we thought, and international diversification, as we knew it would one day, did eventually work. It turns out there was indeed a price at which European stocks made sense. [AQR]

Saturday, January 4, 2025

Compendium of Credit Bubble Stocks 5/5 Books

Wednesday, January 1, 2025

On Cornucopianism

The Malthusian Trap
If someone who lived before the Industrial Revolution could visit our world today, what would surprise them the most is that no one is hungry anymore. Food has never been cheaper in human history than it is today. The real price of wheat peaked about two centuries ago and has been falling ever since.

The 13th largest company in the world (LLY) sells treatments for type 2 diabetes, caused by overeating. The 25th largest company (NVO) found a peptide hormone in Gila monster venom that helps people reduce their food intake by lowering appetite and slowing down digestion. 

The Reverend Thomas Robert Malthus (1766-1834) is famous for his 1798 book An Essay on the Principle of Population [pdf], where he argued that geometric growth in population would always outpace an arithmetic growth in food production, causing hunger and famine. 

But Malthus never actually makes an argument for his proposition that growth in food production is limited to arithmetic increases! On page seven of the book, he writes that "the most enthusiastic speculator cannot suppose a greater increase than" arithmetic increases in food production, and leaves it at that. 

Malthus wrote his book as a response to optimistic social thinkers such as William Goodwin and Nicolas de Condorcet, who imagined a future of prosperity once unjust laws and institutions had been reformed. Malthus did not think this would make any difference. 

His theory was consistent with human experience up until that time. As The Tom File points out, the average European family in 1800 was no better off than the average citizen of the Roman Empire two millennia earlier. 

The bubonic plague killed as much as half of the English population during the 14th century. Real wages in England were at their highest in the 15th century, when the population had shrunk down to about 2.5 million people. By 1600, the population was back to where it had been in 1300 just prior to the plague (around 4.5 million) and real wages had fallen to the same level as three centuries earlier. (In a paper about pre-industrial stagnation, Icelandic-American economist Jón Steinsson calls this a "400 year plague-induced ride up and down the labor demand curve.")

But Malthus went short humanity at the low. His essay was followed almost immediately by two centuries of agricultural and industrial revolution, which produced an ever increasing availability of food to the point of overabundance. Synthetic fertilizers and hybrid wheat have been the two biggest factors in breaking the relationship between growing population and hunger. Food production has outpaced population growth, contra to Malthus' simple supposition, and so the daily supply of food production per person is at all time highs even with total world population at an all time high.

What happened? Malthus' inverse relationship between population and real wages (and caloric availability) is valid in a world with no technological growth, and that was an accurate description of most of human history. You might say that Malthus' model explains all of human history except for the last 200 years. But we now live in a world of continued technological innovation, and Malthusian predictions of famine and collapse have not come to pass.

Limits to Growth
The debate over Malthusianism returned in the mid-20th century. In 1972, researchers at MIT published a model that predicted that resources would be exhausted and population would collapse, based on an assumption of exponential population growth and an ability of technology to increase resources only linearly. (The same two assumptions that Malthus made.)

The book that was published based on the MIT study was called The Limits to Growth, and it was commissioned by the Club of Rome. Paul Ehrlich wrote a book in 1968 called The Population Bomb that predicted famines due to overpopulation. (They were supposed to happen in the 1970s.) 

These Malthusian-revival concepts influenced the Chinese, who were concerned about their growing population, with TFRs above 6.0 in the 1960s. A Chinese policymaker named Song Jian, once of the designers of China's submarine launched ballistic missile, apparently read The Limits to Growth and A Blueprint for Survival on a visit to Europe. His colleagues determined that the ideal population of China was 700 million, and that a one-child policy would be required to meet that goal.

There were other thinkers, mainly economists, who pushed back against the Malthusian doomers. Their school of thought is best described as cornucopianism. The optimistic, cornucopian viewpoint stands in opposition to the pessimistic, Malthusian belief about the world that likens human beings to multiplying bacteria in a petri dish, which will grow exponentially until they exhaust their food supply.

The two most interesting cornucopians were Julian Simon and Herman Kahn. Simon argued in his book The Ultimate Resource that human ingenuity creates new resources as required from the raw materials of the universe. 

In 1980, Simon proposed a wager with Ehrlich: that the cost of non-government-controlled raw materials (including grain and oil) would not rise in the long run. Simon told Ehrlich that he could chose any raw material or materials that he wanted, and that as long as the bet was more than one year out, he would bet on the inflation-adjusted (real) price to decrease. Ehrlich chose a basket of five commodities (copper, chromium, nickel, tin, and tungsten) and a time period of one decade (1980 to 1990).

What ended up happening was that the world's population grew by more than 800 million (the largest increase in one decade in all of history) but the price of each of Ehrlich's selected metals fell. Three of the five metals went down in nominal terms and all five of the metals fell in price in inflation-adjusted terms. For all five of them, better technology allowed for either more efficient use of existing resources, or substitution with a more abundant and less expensive resource. 

(A modern, "neo-Malthusian" example of Ehrlich's view on commodities is expressed in the book Blip, which argues that humanity is coming to the end of a "300 year self-terminating experiment with industrialism." The author of Blip posits that shortages of non-renewable natural resources, particularly minerals, will cause industrialism to unravel and human society to collapse by the year 2050. He makes the types of arguments that Malthusian peak-resource people make, citing the declining ore grades for minerals, the relatively short reserve lives for minerals, and the exponentially increasing demand, given growing populations. Of course, those reserve lives are based on currently known reserves. As Kahn put it, "There is little reason for known reserves to exceed the expected demand by more than a few decades. It does happen occasionally but not because shortages have prompted a search for additional supplies. Thus, if we have stumbled upon coal reserves for more than 200 years and iron ore for more than 1,000, we can hardly expect private investors to be excited about a proposal to look for still more.")

Herman Kahn
He has been all but forgotten now, but Herman Kahn was famous in the mid-century for his work on nuclear war-fighting strategy for the RAND Corporation. (He was one of the inspirations for the eponymous character in Stanley Kubrick's 1964 film Dr. Strangelove.) Kahn's bestselling and controversial book On Thermonuclear War was a sensation for a period of time, but he got bored with nuclear strategy by 1965 and turned his attention to growth and development, and particularly to rebutting the neo-Malthusian, Limits to Growth thinking that was growing in popularity at the time. 

(Kahn had the idea that world wars were unlikely to happen again: "modern technology and other developments have either obviated, lessened, or made transitory the historic strategic value of many geographic areas," and "national strength, power and influence today depend mostly on technology, gross national product and a host of imponderables and hardly at all on the possession of critical geographic areas.")

He would probably be better known if he had lived longer, but he was obese and died in 1983 at age 61, just as President Reagan was inaugurating the boom that Kahn forecast in his book The Coming Boom (see our Q1 note). We just finished reading all of his non-military books in preparation for an essay about cornucopianism, and since he was a very interesting character in his own right, we thought we would outline four interesting themes that come up in his work.

While in his time Kahn was best known for his books and lectures on nuclear war and deterrence, that feels about as relevant today as Alfred Thayer Mahan's thoughts on sea power. As time goes by, what seems most interesting is that he was a leading cornucopian thinker at a time when people were despondent about overpopulation, resource scarcity, and the environment. (Including, ironically, fears of global cooling.)

Kahn would be emphatically against the idea of “peak” anything when it comes to resources. He would not have been one for peak oil, or the book Twilight in the Desert by Matthew Simmons. The economist's viewpoint, and the way that Kahn thought, is that humans do not "run out" of resources. Rising prices of any good or service encourage increased production, conservation, and innovation towards both substitutes and towards better production methods.

For any problem involving scarcity that Kahn considered, he always tackled it with a three prong approach. He would make lists of all of the possible ways that more of the resource could be found or extracted more economically. He would think of potential substitutes for the resource, or for the ends that the resource was being used to satisfy. And he would think of ways to conserve the resource.  

Amazingly, in his book The Next Two Hundred Years, he wrote that, "once an effective process for the extraction of oil from shale is developed, the total available supply of fossil energy could be more than quadrupled." Keep in mind that he wrote that in 1976. He just assumed that eventually people would figure out how to extract oil from source rock instead of the reservoir rock, and forty years later the production of "tight" oil from source rock became meaningful. Now the production of this oil using horizontal wells and hydraulic fracturing has surpassed conventional oil production in the U.S.

If Kahn had ever gotten interested in commodities investing, his mantra would have been to sell shortages and buy gluts. Note that absolutely nothing in cornucopianism says that you cannot or will not have episodes of rising commodity prices. Remember the book Capital Returns about industry capital cycles: over-investment in capacity leads to low profits and bad times for an industry, and under-investment leads to high profits and good times. Kahn's view was that commodity prices tend to fluctuate wildly around a trend that is downward sloping in real terms.

He thought that there was no substantive basis for the oil crisis of the 1970s, since "there was no physical shortage of oil, only a cartel that succeeded in forcing at least a temporary increase in the price of the commodity it controlled." He thought that it would be even bearish for oil in the intermediate term: "the cartel's moves actually decreased the possibility of future energy shortages" since they encouraged both conservation and production.

The real price of oil did peak in 1980 and experienced a brutal crash that lasted until 1998. The Economist magazine cover story in March 1999 was "Drowning in oil," predicting that the world was likely to remain awash in oil. Sell shortages and buy gluts. 

(Kahn: "The rate of growth in gross world product increased by about 40 percent during 1973 and at the same time there was an unusual degree of inventory accumulation accompanied by considerable speculation in commodities. As a result, prices skyrocketed and the public was told that 'everything was scarce' in 1974. But only a year later 'nothing was scarce.'")

Kahn's approach to considering problems was to think of as many potential solutions as possible. Get our a whiteboard or easel or legal pad, and just start writing them down. His two futurist books (The Coming Boom and The Next Two Hundred Years) are, in large part, just lists of all the conceivable ways that the problems that seemed pressing at that time could be solved. This is a high agency mindset. 

Regarding food, Kahn pointed out that between 1790 and 1974, farm employment had declined from 90% to 4.4% of the labor force in the U.S. He saw the possibilities of: expanding tillable acreage, multiple cropping, and increasing yield per acre as ways of increasing output for a growing population. 

His ultimate takeaway: "Nearly every measurable environmental blight or hazard can be corrected by a combination of technology, a reasonable amount of money, sufficient time to make the required changes, and (occasionally or temporarily) some (otherwise undesirable) self restraint." He said that he expected "the fluctuations of the commodity cycle will undoubtedly continue, around a slowly changing trend line, which is much more likely to be downward than upward sloping."

Doomerism
There seem to be two key psychological motivations that drive doomer thinking. First, increasing wealth resulting from GDP growth over time can actually be bad for the upper-middle socioeconomic classes. If you are hiring someone to mow your lawn, watch your baby, fix your air conditioner, or build your house, then either there is significant income inequality between you and them or else the cost of it is going to sting. (The way that hiring a lawyer to do something is unthinkably expensive for middle class people.)

The type of person who was advocating Limits to Growth thinking in the 1970s is today looking around the crowded American Express lounge at the airport saying, "this is unsustainable." These are frustrations of mass affluence. (Kahn predicted that there would be plenty of frustrations, mostly psychological, as prosperity became more universal.) Another frustration of mass affluence is the crowded ski slopes at more accessible resorts. These types of pressures require new, more exclusive to be built to keep out the mass affluent.

Why does the upper class advocate against economic growth sometimes? Simple: economic growth makes servants more expensive! Kahn points out that as societies get richer, labor (i.e. servants) gets more expensive, and believed that objections to growth came from this class interest. (He quotes Schumpeter, "one good maid is worth a household full of appliances.")

The other doomer motivation might best be described as fear. As we wrote in our review of Trillion Dollar Triage, no one was going to auction American business off during the middle of a pandemic to curmudgeons on the sidelines holding T-bills. But that is what the doomers want: an opportunity that is an absolute gimme. One problem with that is that when it comes it seems too scary, which is why John Hussman has been bearish for 25 years, a time period that has had three major bear market lows. How could he ever buy now? He has painted himself into a corner.

We wonder how Kahn would have invested if he had lived longer. There is some possibility that he would have been a Boglehead indexer. That would be the case if he decided that corporate profits would grow with GDP and thought that indexing was an easy way to participate. But he had a lot of insights (about computing, selling shortages and buying gluts, and mass affluence, for example) that would have been very profitable in public market or venture capital investing. If Kahn had been born just a little later he might have avoided his detour into military thinktanks, which were both a distraction in terms of subject matter (which he did get away from) and a poor business model (which he didn't).

Copper
One of the commodities that Ehrlich put in his basket for the bet against Simon was copper, and it is perhaps the ultimate case study in cornucopian economics. Copper was $1 per pound in 1980 and it is $4.24 today. This exactly matches CPI inflation; the price of copper has not increased or decreased in real terms. So even with an extra 34 years added to the original 10, Ehrlich would have lost the copper component of the bet.

There is a great presentation by an Australian mining analyst named Richard Schodde on the copper mining industry over the past century. From 1900-2010, the cumulative world production of copper has been something like 700 million metric tons. (This would fit into a cube measuring ~1,400' on a side.) Ore grades were ~4% in 1900 and have dwindled to a fraction of a percent. Yet reserves of copper are higher than ever: over a billion tons.

(Kahn anticipated this: "In the 19th century, for instance, only copper ores containing 4 to 6 percent of copper were regarded as useful. At present, however, ores are worked with an ore content of as little as 0.4 percent. It is virtually certain that in 20 to 30 years ores with as little as 0.25 percent will be profitably exploited.")

What happened? Why aren't we "running out" of copper as the high grade mines have been depleted? And why isn't the price at least rising? Schodde says that what allowed copper to get cheaper as ore grade fell over the past century was greater economies of scale (as production went from 1 million tons of ore per year to 100 million tons) and technological improvements.

One improvement called froth flotation was the biggest thing to ever happen in copper mining. When you are mining a copper ore that is only 0.5% copper it means that for every 1 part of copper there is 199 parts of worthless waste compounds that need to be disposed of easily and cheaply. 

Froth flotation takes advantage of the fact that minerals differ in the degree to which they can be wetted by various solutions. The ore is ground up and the powder is put into tanks called floatation cells, which are filled with a mixture of oils. The solution of ore powder and oils is agitated and air is pumped in, which results in a froth. Given the right combination of solution ingredients and minerals in the ore, the copper minerals will adhere to the froth, which is easily separated, and the waste material sinks to the bottom of the tanks.

The key is that the efficient rejection of waste material (which outweighs the copper content by more than two orders of magnitude) allows processing of very low grade ore. That in turn opened up deposits of low grade ores at the surface which can be mined in open-pit mines. There is a huge efficiency increase when you go from following a rich vein picks and shovels in an underground mine to using immense mining trucks to carry ore out of an open pit mine.

The ore in the open pit Bingham Canyon mine outside of Salt Lake City is low grade copper-sulfide (mainly chalcopyrite) and it has been producing copper for more than a century.

Recent Cornucopian Surprises
What got us interested in studying cornucopianism were some recent technological surprises that seemed very un-Malthusian. As we were researching energy investments (including oil & gas and refining) we had to consider whether chemical batteries will ever get cheap enough for there to be an actual, market-driven (not subsidized) transition from nature's perfect transportation fuels (gasoline and diesel) to batteries for electric vehicles.

It is certainly true that the price of lithium batteries (in $/kWh) fell substantially over the past decade, from about $1,355 per kWh to $150/kWh in 2022; an order of magnitude decrease. An electric vehicle can go about 3 miles per stored kWh of energy, which means that a 100 kWh battery pack will cost $15,000 and give you 300 miles of range. In California that amount of electricity at retail might cost $25. The gasoline to drive the same distance would cost perhaps fifty percent more (depending on fuel efficiency and retail gasoline price), but the gasoline motor would be much cheaper than the battery and electric motors.

So a big question is: will the battery learning curve continue to result in cost declines (in which case an electric vehicle transition would soon make sense)? Or was a meaningful part of the learning curve and order-of-magnitude cost decline caused by the commodities bear market from 2008-2020? 

We did see in 2022 that electric vehicle battery prices rose for the first time due to higher input costs. But the electric vehicle manufacturers responded to this by changing the cathode chemistry of many EV batteries to lithium iron phosphate (LFP), which has a lower energy density than the nickel and cobalt chemistries do, but avoids using those more expensive metals. Iron is obviously not scarce, so the big question going forward will be the price of lithium. (Also, there's a downside of LFP, which is that it seems to do very poorly in cold weather.) We are starting to see the iron versus nickel catalyst price difference show up at retail. The Ford F-150 Lightning electric pickup truck's standard range (230 miles) is much cheaper than the extended range (320) because the standard range uses an LFP battery.

There is a great tension between physics-based pessimism about natural resources and economics-based optimism (some might say cornucopianism) about the ability to respond to higher prices with substitution and invention. The LFP battery seems like a major point in favor of the cornucopian, economist viewpoint. We would not have thought it possible a few years ago to make a battery with just lithium and iron. 

The price of lithium spiked very high (almost $40/lb) in late 2022 compared with where it was ($2/lb) before serious electric vehicle production began. One calculation that we found is that 80g of lithium per kWh is the theoretical maximum efficiency for a LFP battery and the current real world efficiency is under 50%. In other words, it takes more like 200g per kWh, which would mean that a 100 kWh battery (that can take you three hundred miles) requires 20 kilos (44 lbs) of lithium, which currently costs around $220 but cost more like $1,800 at the peak.

Most of the cost of a LFP battery is therefore not from the lithium metal; perhaps only $220 for a $10,000+ pack that holds 100 kWh. That means that the price of the battery will not benefit much from a decline in the cost of lithium (which seems perfectly likely as capacity expands since lithium is not all that rare). On the other hand, when a manufactured item costs much more than its bill of materials, it seems more likely that the final cost will continue to decline due to learning curve effects. As Winfred Hirschmann wrote in the Harvard Business Review in 1964:

Practice makes perfect. A thing can always be done better not only the second time but each succeeding time by trying. This everybody knows. But how many know that the pattern of improvement can be sufficiently regular to be predictive? How many realize that such patterns can characterize, not only individual performance, but also the composite performance of many individuals organized to accomplish a common task?

The industrial learning curve quantifies such performance. It has evolved from experience in airframe manufacture, which found that the number of man-hours spent in building a plane declined at a regular rate over a wide range of production. Such continuing improvement was so common in the aircraft industry that it became the normal expectation in the war time mass production of aircraft; thus, production and other types of performance were customarily scheduled on some basis of progressive betterment. [...]

People do learn, and they learn according to a generally predictable pattern. The learning curve, I believe, is an underlying natural characteristic of organized activity, just as the bell-shaped curve is an accurate depiction of normal, random distribution of anything, from human I.Q.’s to the size of tomatoes. Wherever people strive to do better, improvements result; otherwise, how would progress take place?

By failing to capitalize on this natural phenomenon, managers will not encourage continued efforts once they become convinced that “further improvements are not possible.” Further improvements are always possible over time, so long as people are encouraged, or even ordered, to seek them. Thus, an understanding of the learning curve becomes of crucial importance to the business manager.

So what does this mean for internal combustion engine vehicles - have they been disrupted?

It will take time to scale up lithium mining, lithium refining, battery production, mining of other metals, electric vehicle part production, and electric vehicle assembly. It will take time (a long time) for the existing fleet of internal combustion engine vehicles to turn over. In fact, it will be a big day when the number of ICE vehicles in use worldwide actually begins to decline. 

Another issue is that, in addition to the production of the electric vehicles, an entire, complimentary charging system has to be created as well to replace the distribution system for gasoline. That is everything from the generation of electricity to the transmission and distribution of it to the vehicle charging locations and appliances. The transportation sector uses about 24 quadrillion BTU of energy from petroleum (annually). The electric power sector delivers only 13 quadrillion BTUs, out of a total of 37 quadrillion BTUs consumed from fuels and resources. (The electricity transmission system is very lossy.)

The electric vehicle transition can only happen as fast as the slowest one of these steps. All it takes in a series process (as opposed to parallel) is one bottleneck to delay the whole process. So, it seems like an electric vehicle transition is possible but it will be slow. And, in particular, the bottlenecks mean that it might be unexpectedly slow, which will continually discourage investment in industries related to ICE vehicles, which in turn could prolong the profitable part of the capital cycle.

The new lithium-iron-phosphate (LFP) battery chemistry seems like a major point in favor of the "cornucopian," economist viewpoint whereby innovation and substitution defeat shortages. We would not have thought it possible a few years ago to make a battery with just lithium and iron. The LFP chemistry took off because of scarcity of lithium and cobalt, but it has been known as a possible cathode material at least as far back as 1996. (Scientific papers that are "sleeping beauties" should be part of cornucopian theory.) The prices of cobalt and nickel have both fallen substantially since the LFP batteries were rolled out, with both metals down about 70% in price their recent peaks in the spring of 2022. 

Is Fracking Sustainable?
Let's imagine four possible wheat-related business models over the time period since the price of wheat peaked:

- buying and storing physical wheat
- renting land and growing wheat
- owning land and growing wheat
- owning land and renting to a farmer (perhaps for a percentage of his harvest)

Storing wheat would have had a strongly negative return. Not only has the real price of wheat fallen, but the cost of storing grain is something like 25 cents per bushel per year (not counting the cost of extra drying and handling that is required) which would be a further several hundred basis points deducted from the annual return. Clearly this business model would not be a winner.

The farmer renting land has a business model that is analogous to an oil or gas producer, selling commodity outputs and buying mostly commodity inputs, and doing the transformation on rented land. (Although the farmer sometimes uses premium inputs, like patented seeds and such.) The farmer on rented land rarely has a great year. He needs the wheat price to be above his cost to make an economic profit. That can happen occasionally on a random basis if, for example, other farmers' crops get wiped out by pests or weather, while his survive. This business model cannot be expected to result in economic profit over time, although the farmer can make a living at it. (Pardee Resources made the mistake of investing in two agricultural investments in 2016 and they are finding out that the farmer's economics are not good.)

On the other end of the spectrum, the landowner renting to a farmer for a percentage of his harvest has the a business model analogous to the mineral royalty owner. The farmer would be responsible for the capital expenses, the operating expenses, and the working capital investment. Something noteworthy is that the landowner's percentage rent figure would be always positive, never negative.

The relative outcome of these other three business models would have depended on the price of land and other variables. Theoretically, the market prices and rents could have been such that the superiority of the royalty model was priced-in, but practically we would bet that the landowner's return would have been the best by far. Surprisingly, even as the real price of agricultural commodities has fallen, the real value of agricultural land has risen. Over such a long time period, the landowner might also have benefited from the conversion of agricultural land to higher and better uses.

Conventional U.S. oil production peaked in 1970, which was what Marion King Hubbert (1903-1989) predicted in 1956. The price of crude oil exploded higher and energy scarcity became a major concern. (At least for most: Herman Kahn was sanguine about it.)

And that is what happened. He specifically anticipated that people might eventually figure out how to extract oil from source rock instead of reservoir rock formations. Now the production of this "tight" oil using horizontal wells and hydraulic fracturing has surpassed conventional oil production in the U.S. 

Note that “unconventional” oil was originally used to mean “much more costly,” but the real price of oil (WTI crude, deflated by the producer price index) is now lower than it was twenty years ago, when Twilight in the Desert was written. (See chart and longer view from 1946 to 2013.)

Historically, the production of oil was limited by the requirement of finding oil that had been trapped in a porous and permeable layer of reservoir rock. A conventional, vertical oil well can only produce oil from rock of sufficient porosity. For the oil to get there required a conjunctive set of events over millions of years: burial of organic matter, "cooking" this material into hydrocarbons at a sufficient depth and pressure, migration from the source rock layer (e.g. shale) to a reservoir layer, and trapping the hydrocarbons geologically in that layer with something like an anticline, fault, or salt layer.

It stands to reason that there is far more oil in the source rocks than what migrated to reservoir rocks and happened to be contained by geological traps. The horizontal drilling and fracturing of the source rocks is more expensive than conventional production, but maybe by a factor of 2-3 (i.e. less than an order of magnitude). It also seems as though the producers have gotten better at this process: a typical learning curve effect.

This makes shale producers the highest cost producers of oil. There are still large amounts of cheaper supply out there, such as the Saudi conventional oil fields (still producing almost 10 million barrels per day), Canadian oil sands, and deepwater fields.

When the price of crude oil is above the marginal cost of shale production, the shale producers respond by drilling more wells. This quickly drives the price of oil back down to the shale producers' marginal cost, which is below their full-cycle breakeven cost. This causes the business to consume capital over time instead of generating a return on capital. Shale production has the economics of the farmer or rancher on rented land, or of an Uber driver. Being the highest cost producer of a commodity is a bad business model that consumes investors' capital.

As we have noted in the past, the mineral owners have done much better since they benefit from the uneconomic drilling by the producers. The Dorchester Minerals partnership (DMLP) has compounded at 10% per year (total return) since the price of oil peaked in June 2008.

The S&P Oil & Gas Exploration & Production ETF (XOP) has made about 1.15% per year (total return) since inception in June 2006, and it includes a number of companies that are not shale producers or even E&Ps, such as Texas Pacific Land. (It also gives exposure to diversifying business segments such as the refining and conventional production of the major integrated companies.) Investors in shale producers have done much worse than the XOP index and have almost certainly lost money even in nominal terms.

What we have come to think is that shale is a cornucopian bounty, and the producers do not make money because they are in a classic bad business (resource extraction), not because there is something unsustainable about producing oil from the source formations. Being the highest cost producer of a commodity is just a constant tale of woe punctuated by occasional profitable times. The good times keep people - both managements and investors - chasing the dream.

The shipping industry is like this. As we noted a decade ago, shipping is a bad business. The price per ton mile continually falls in real terms. As soon as you take delivery of a new ship, your competitors order ones that are bigger, faster, and more fuel efficient.

Ships are lottery ticket investments that attract gamblers. The distribution of shipping rates and ship values has skew that attracts gamblers, because the supply of shipping capacity (tonnage-miles) is inelastic enough (although not perfectly inelastic) that the rates an owner can charge will have huge swings. This is particularly attractive to agents who are buying ships with other people's money.

The Haynesville Shale natural gas producer Comstock Resources is a perfect illustration of high cost commodity producer economics.

During the most recent quarter, Comstock sold 133 billion cubic feet of natural gas for an average price of $1.90 per thousand cubic feet. As you can see in the results above, this was not enough for Comstock to have positive free cash flow. But if they could have sold their natural gas for about $0.50/mcf more, that would have been enough additional revenue to be about breakeven on free cash flow.

Jerral Wayne ("Jerry") Jones is the 82 year old owner of the Dallas Cowboys and the majority owner of Comstock. Earlier this year he plugged another $100 million into the equity. As long as he is willing to produce natural gas for a loss, the price will be slightly lower than it might otherwise be. (Comstock is producing ~1.6% of U.S. natural gas.)

Comstock is owned by Jones and by index funds: various funds like the iShares Core S&P Smallcap ETF, the Vanguard Total Stock Market Index Fund, the iShares Russell 2000 ETF, and of course the SPDR S&P Oil & Gas Exploration & Production ETF (XOP) own most of the float.

A funny side effect of index investing is that a slice of those investors' capital is invested in the most inferior oil and gas business model (the shale producers), while investments in the best business models (the royalties and the pipelines) are mostly off-limits to the passive investors, because they are structured as partnerships or trusts, or they are heavily insider owned, or private.

If there is many times more hydrocarbons in the source rock than there were in the reservoir formations and you can get the natural gas out for under $3/mcf (and the oil for under $100/bbl), the future is pretty cornucopian.

Investing in the high cost producers of commodities (e.g. shale in oil & gas) is not going to work well if cornucopianism is right. Those who are most bullish on the commodity price like these because of "torque" (leverage) if the commodity price goes up, but our hypothesis should be that the high cost producers are lottery tickets attracting gamblers because of the skew.

If the highest cost producers are generating significant free cash flow, then the commodity is overpriced. We should have realized this when the frackers were paying off debt and buying back stock with high oil prices in 2022 and 2023. Buffett's favorite Occidental Petroleum (OXY) is below where it was in March 2022. On the other hand, the royalties, lower cost producers, and pipelines are all up. One idea would be to short the highest producers against these superior business models.  

Land has always been a building block of a first class fortune. Land is perpetual and land has many possible uses. It is particularly interesting when we find a mineral royalty investment that is still coupled to the surface because then we have the possibility of alternative energy, data centers, and development for commercial, residential, or industrial purposes.

Learning Curves
In the 1930s, an engineer at the aerospace company Curtiss-Wright realized that every time total aircraft production doubled, the labor hours required to build one aircraft dropped by 20%. (Paper: "Factors affecting the costs of airplanes".)

Bruce D. Henderson, the founder of the Boston Consulting Group, coined the phrase "experience curve" for the generalized idea that as the cumulative production of a good or service increases, the per-unit cost tends to fall by a constant percentage. 

The learning or experience curve model implies that the world is full of low hanging fruit: ways of producing more with less. This is one of the things that Malthusians like Paul Ehrlich are up against when they bet against progress.

Elon Musk has a concept called the Idiot Index: the difference between the cost of a finished product and the cost of its materials. The implication is that something with a high idiot index has the potential to be made more cheaply. He asks engineers at SpaceX and Tesla to pay attention to the Idiot Indices of the parts for which they are responsible. One way that products can descend the learning curve in cost is by reducing the idiot index.

Casey Handmer of Terraform Industries (must follow) publishes a great chart of the learning rate of photovoltaic solar modules: the cost per watt as a function of the cumulative quantity that have been produced.

He calculates that the learning rate for photovoltaic solar module production increased markedly in 2009, and even with the blip upwards in 2022 has been running at 44% annual reduction in cost for the past seventeen years.

Casey also points out that the Platonic ideal of a photovoltaic solar array is essentially a thin layer of silicon. The Idiot Index of a solar module is still very high, even after a reduction in cost by three orders of magnitude over the past fifty years.

If photovoltaic solar modules and batteries get cheap enough, the future will indeed be one of radical energy abundance. We would never run out of silicon, iron, or lithium. 

If batteries get good enough they would (in conjunction with photovoltaic solar) displace natural gas and thermal coal for electricity generation, and displace gasoline and diesel fuel (and therefore oil) oil for transportation.

Assuming that batteries do get cheap enough, the best line of defense for oil is maybe the time it will take to build out the electrical generation and charging capacity for an EV fleet. As we know from the Sankey charts, the quantity of energy being used in transportation is immense (https://flowcharts.llnl.gov/).

It seems as though you would have to significantly upgrade the last mile of electrical distribution to get that much more energy to people's doorsteps, which is important because a disproportionate amount (i.e. 80/20) of effort would be required for the last mile.

Investing Implications
The question of Malthusianism vs cornucopianism has huge implications for investors. Nothing could be bigger! If you knew that the world was Malthusian, the question of what assets to buy in the short term would be clear, although the long term future would be grim indeed. Let's instead think about investing implications of cornucopianism, on the hypothesis that it is a valid thesis.

A cornucopian society in the future would be a wealthier society. Herman Kahn predicted - and we have already seen - that wealthier people indulge in more leisure and more travel. Global passenger-miles flown by airlines have roughly doubled over the past twenty years. (It helps that the real price of crude oil was flat over this time period.)

One thing that we cannot create more of no matter how cheap energy or raw materials get is prime real estate. The amount of California coastline per capita goes down continually as the population grows.

If you combine two insights - increased desire and ability to travel, and scarcity of prime real estate - an implication is that the business model of Marriott International looks really good. Getting a percentage of the gross and net on over a million hotel rooms without investing the capital to build or maintain them.

The securities exchange businesses also seem interesting. The Options Clearing Corporation reports that the average daily volume of options traded is 48 million contracts for the year-to-date, a record and up 9% from last year. As people become wealthier, they seem to gamble more. Maybe what this shows is that status will still be scarce in a cornucopian world. When basic needs (food and shelter) are basically guaranteed, what people want is the opportunity to be the object of envy of others. Lotteries and bookies offer this chance, in exchange for a vig.

CME Group's futures and options volumes on interest rates have grown from about 1.7 million (daily contracts) in 2004 to 14.9 million in the third quarter of 2024, an annual growth rate of 11%. That was much faster than GDP growth and still faster than the roughly 9% rate at which the federal government's outstanding debt (which is the reference for the interest rate futures and options) has grown over those two decades.

Cornucopianism would mean we never run out of fossil fuel (or any other resource) and would need to be somewhat concerned about falling real prices of commodities, and also with the carbon added to atmosphere from the combustion of fossil fuels.

The implications are bad for the producers of commodities, and most especially the high cost producers of commodities. Canadian oil producer Suncor's guidance of bringing down the cost per barrel is what you want to see in a cornucopian world. It is hard to own Cenovus when Suncor, Canadian Natural Resources, and Imperial Oil can produce more cheaply, let alone owning a shale producer with a far higher cost.

Refiners will do poorly in a cornucopian world with increasing usage of electric vehicles. The refining industry does best when demand for refined products is bumping up against industry capacity. But if we reach peak refined fuel demand, then the refineries - with significant barrier to exit - may have permanent excess capacity that weighs on crack spreads.

It would seem that, in oil and gas, the mineral owners, pipelines, and lowest cost producers would do the best. They have more stable revenue, lower operating leverage, and lower capital expenditures. They are more like inflation protected bonds than equities. The midstream industry may be particularly interesting. Both oil and natural gas should continue to be useful for petrochemicals longer than as a transportation fuel.

Coal for steelmaking (metallurgical) coal should be safe for longer, although people are working on electrolysis of iron ore (which would be like aluminum production!) as well as hydrogen-based reduction. Those would be a function of having cheap enough photovoltaic solar power and would not be driven by battery cost. But it would take time and significant expense to replace existing furnaces with these new processes.

One recurring theme in discussions of energy and natural resources disruption is the capital expenditure vs operating expenditure tradeoff. If your opex input is expensive, it makes sense to spend more on capex to build something that uses the input efficiently. If your opex input is cheap, it makes sense to spend as little on capex as possible and "waste" the input inefficiently. 

Casey Handmer predicts a world of extremely cheap (practically free) electricity from photovoltaic solar, and since he wants to use it for electrolysis of water to produce hydrogen, he is optimizing his electrolysers to be cheap to build instead of efficient. Another example is direct air capture of CO2 using solid versus liquid sorbents. The liquid sorbent approach requires more capital expenditure but uses less energy. So if photovoltaic solar power is cheap, that implies you would use the solid chemistry, which wastes electricity but economizes on capital outlay.

Are we in a "bubble"?
Cornucopian theory can help us think about whether or not we are in an economic or investing "bubble". We are coming up on a couple of decades of Prechter and Hussman saying that we are.

One thing we have realized is that exponential growth looks scary on an arithmetic chart, but if you plot it on a log (semilog) scale, it is just a straight line. Richard Ngo wrote a great essay last year about The Gods of Straight Lines:

I picture the gods of straight lines as innumerable hovering spirits, just in the corner of your vision, vanishing as you turn to look at them directly. It’s hard to tell if they’re still or in motion. But they’re always there, as the world glides forward on its trajectory. And when that trajectory shifts, or something disruptive happens, they slide in, and they gently push it back on track. They take joy in the work, I think. Or amusement, at least, at all the narratives that humans develop to explain why each thing happened. It’s not that those narratives are false—but they almost always miss the point.

A newspaper pushes out a vitriolic op-ed, shaking up a nation’s politics? But if it gets clicks, then another newspaper would have run it later anyway. A metropolis builds more housing to fill its desperate need? Then the opposition from homeowners just becomes stronger, and the city relaxes into the same stranglehold as almost every other. A philosopher finds a new way of viewing the world? But if it captures the spirit of the age, then someone else would have written it better in a year or ten; and if it doesn’t, then it will never gain traction anyway. A country delays industrialization for decades? Then when it starts it will simply catch up much faster, skipping all the burdensome prerequisites: straight from telegraphs to cell phones, no costly telephone wires in sight.

A global war, a global pandemic? They’re horrifically destructive and wasteful—but also invigorating and regenerative, disrupting the calcified old power structures. And the two effects cancel out. You can tell, because the lines remain straight: a few short years after the bombs stopped falling in 1945, the world economy returned to trend as if nothing had happened.

Rudyard Kipling had The Gods of the Copybook Headings. Herman Kahn had his Gods of Straight Lines. When you look a semilog plot of a macroeconomic variable such as corporate profits or GDP, it is hard to get excited about a bubble. 

Things have been remarkably steady. If anything, we have been growing more slowly than we should have thanks to government failures: excess regulation and taxation, and lack of property rights. Maybe we can get back on a faster track?

Cornucopianism Bibliography

Tuesday, December 31, 2024

Books - Q4 2024

This quarter we managed to read ten books, the only 5/5 being a re-read. In Q3 2024 we read ten, with three 5/5s. In Q2 2024, we read seventeen, with two 5/5s. In Q1 2024, we read seven, including one 5/5. A total of 44 for the year - not quite one book a week.

  • Growth: From Microorganisms to Megacities (3/5) Vaclav Smil wrote a 664 page book to tell us that "growth must come to an end." This book makes it clear that he is a Malthusian physicist as opposed to a cornucopian economist. He is also a communist, demanding that we should be "reducing life's inequalities to tolerable differences." Still, he has worthwhile information to convey. "The coming transition from fossil fuels to renewables will not be an exceptionally speedy affair." "Exponential growth, natural or anthropogenic, is always only a temporary phenomenon, to be terminated due to a variety of physical, environmental, economic, technical, or social constraints." "All diffusion and adoption processes must conform to that general pattern: no matter if their early trajectory shows rapid or slow progress, it is eventually followed by a substantial slowdown in growth rate as the process asymptotically approaches saturation..." "Logistic growth has its kinetic analog in the motion of a pendulum as it progresses from rest to rest with the highest velocity at the midpoint of its trajectory.""Shares of coal and oil consumption have remained surprisingly flat rather than falling steadily, largely a result of vigorous demand for steam coal and transportation fuels in Asia..." "Since 1900 the maximum battery energy densities rose from 25 Wh/kg for lead-acid units to about 300 Wh/kg for the best lithium-ion designs in 2018, a 12-fold gain that fits a logistic curve predicting about 500 Wh/kg by 2050. We must hope that new discoveries will vault us onto a new logistic trajectory as even 500 Wh/kg is not enough for battery-powered machines to displace all liquid derived from crude oil..." "The long-term trajectory of English wheat yields is the first instance of a very common growth sequence that will be pointed out many times in the coming chapters of this book dealing with technical advances. Centuries, even millennia, of no growth or marginal improvements preceded an eventual takeoff that was followed by a period of impressive gains... recent decades have seen many of these growth phenomena approaching unmistakable plateaus..." Passenger-kilometers "is one variable describing the growth of global aviation that is still following an exponential ascent." "The growth of commercial aviation could thus be summarized by the following four growth curves. Passenger capacity and the cruising speed of airplanes displace clear sigmoidal (Saturation) curves. Improvements in operating efficiency of jetliners (energy required per pkm or per seat) show linear improvements... And the growth of worldwide air traffic (in pkm) has seen exponential growth..." It is great if you can find a royalty on exponential growth, where the capital investment is being funded by others. Regarding the Malthusians: the Limits to Growth and Erlich's book (The Population Bomb) were both published right as the annual rate of world population growth was peaking, at over 2% growth per year. The growth rate has plunged and is now below 1%. Smil thinks that we are well past peak innovation: "the period between 1860 and 1913 was a unique historical phenomenon that may have no similar follow-up." (His book Creating the Twentieth Century: Technical Innovations of 1867-1914 calls that time period "the greatest watershed in human history since the emergence of settled agricultural societies.")
  • The Next Two Hundred Years: A Scenario for America and the World (5/5) Reread this. (Previously.) Vaclav Smil should read some cornucopian thinkers for a different perspective. Wonder what Smil's investment portfolio looks like? Kahn thought that we were living in a transitory era: a time between world penury and world prosperity. He differentiated between primary, secondary, tertiary, and quaternary economic activity. Right now we are quaternary: a service economy. As the world becomes even richer, he predicted that postindustrial economies would emerge, where the task of producing necessities has become trivially easy, and a greater share of the population is involved in quaternary activities. The quaternary sector does not process the output of the tertiary sector. It has only limited and indirect connections to the industrial economy. Think of people making a living as Instagram influencers. Some highlights, which we may or may not have posted the first time we read. Kahn predicted a labor shortage in the developed world, where citizens no longer wished to perform jobs at the bottom of the socioeconomic ladder. (We see this happening now: "there are no anonymous servants now," as Empty America says.) He predicted that tourism would become one of the largest industries in the world, since wealth and income would grow and people have an insatiable desire to travel. He pointed out that as countries get richer, the upper middle class fares worse while the lower classes do better. "Objections to growth by the elites [arise] directly out of this class interest." Still amazed that he predicted we would get oil from shale formations. Since it takes a special set of circumstances for petroleum to migrate from the source rock to reservoir rock and be trapped, there should be vastly more oil in the source rocks than was extracted from the reservoirs over the past ~century.
  • The Coming Boom: Economic, Political, and Social (4/5) Reread this. (Previously.) The Next Two Hundred Years is clearly better as a cornucopian work. Something that we didn't notice the first time in this one was his discussion of political coalition building and compromise (mentioning The Emerging Republican Majority): "Reagan will not support any group all the way down the line. The nomination of Sandra Day O'Connor to be the first woman on the Supreme Court was a victory for the women's movement; Mrs. O'Connor's less than definitive opposition to abortion was a great disappointment to Reagan's pro-life supporters. Anyone who voted for the president on a 'one-issue' basis is going to have to accept the trade-offs necessitated by political realities." Kahn thought that the Reagan administration should support moonshot energy abundance projects like synfuels and coal to liquids. But he realized: "such intervention goes directly against the ideology of the Reagan administration and against its current high-priority programs. This is a typical situation where a general ideological position which may well hold in most cases should not be held to a fanatical degree or to the extent that the appearance of ideological consistency is maintained at any cost." Kahn thought that the federal debt in 1982 was no big deal as it was a small percentage of GDP - now it is much larger: almost 100%. You can also express it in per capita, real (divided by CPI) terms and the federal debt is $220k per working age person which has almost tripled (in real 2020 dollars) over the past 20 years. This is what makes us think that the system is going to pick inflation (including yield curve control) as the path of least resistance.
  • Fragile by Design: The Political Origins of Banking Crises and Scarce Credit (4/5) This is by Charles Calomiris, who wrote the paper last year about "fiscal dominance" (our review) and predicted large and inflationary purchases of government debt by the Federal Reserve. The question he is trying to answer is, "Why stable banking systems are so rare?" Something that we never thought about is that the U.S. has had 15 banking crises since 1836 (if you count 2023, which was after the book was written), while Canada has not had one since it became an independent country in 1867. Calomiris calls this a "nonrandom pattern of banking crises." The countries with the most banking crises are Argentina and the Congo. Key thought: "the property-rights system that structures banking is not a passive response to some efficiency criterion but rather the product of political deals." We gradually realized in recent years that inflation is a political question, not something that can be predicted endogenously the way Prechter, Hussman, or Lacy Hunt think. (And the three of them have erroneously predicted deflation because they have the wrong model for this, not realizing the political component.) This is why we have been conducting a reading program in bailout studies. We just went through a bank failure cycle last year and we approached it using what we call a "cynical optimism" heuristic: the system would let a few institutions fail before stepping forward with a bailout. (In this case, the Bank Term Funding Program.) In contrast, those who remained (and perhaps still remain) bearish have what we would call a "naive pessimistic" view. The banks will all fail because the math says so; there will not be bailouts or the bailouts will not be efficacious. (See this tweet.) Something else about the recent bank failure cycle that surprised us was how sticky the banks' deposits were. We were concerned that depositors would flee bank deposits for higher-yielding (and safer) opportunities like Treasuries and money market, but noninterest-bearing deposits stayed above $4 trillion. Banks were able to earn an immense (>5%) spread by investing those deposits in T-bills. And total deposits are climbing again though are a bit below the all time high of $20 trillion. It must be the case that American businesses and individuals have cash working capital requirements of trillions of dollars, which is bullish for banks. (As Calomiris says, "the transactions costs and legal constraints of avoiding the deposit market are prohibitively high for some purposes.") If you need to keep bank deposits, then the government can tax you via the inflation tax. ("The autocrat can pretend to be helping the poor the whole time that he is insidiously taxing them, by providing well-advertised government welfare programs financed through the inflation tax." "Rich people tend to hold much of their wealth in assets other than cash, and those assets tend to hold their value against inflation." "Making the trick neater still, bankers and bank shareholders typically share [with the government] in the revenues from the inflation tax.") In the long run, the population will try to "evade" the inflation tax by avoiding holding cash or bank deposits, which reduces the inflation tax base. That causes the real revenue earned from the inflation tax to decline. (With this framework, you can see why inflation has a tendency to spiral out of control. If the inflation tax base shrinks, you need a higher rate of inflation to extract the same real inflation tax revenue.) History of banking: "Chartered banks and nation-states emerged as organizational forms at the same time... the two institutions coevolved because banks helped to align the incentives of the three groups crucial to the creation of a viable state: rulers, merchants, and financiers." Calmoris points out that nation states went from universal suffrage to fiat money to inflation in short order: "neither the central bank nor the government could afford to neglect the short-term political costs of high unemployment." (Recall the Durants in The Lessons of History concluded that, "history is inflationary.") He also offers a good critique of populism: "Precisely because there is nothing magical, or even necessarily competent, about decisions made through mass suffrage, liberals believe that democracy functions best in the presence of ancillary institutions that provide additional constraints on tyranny, including the tyranny that may be created by a democratic majority." They do this "by forcing legislation to pass through 'veto gates' (decision points at which legislation can be blocked by small groups)." "In the liberal conception of democracy, unless there are institutions that allow minorities to veto majorities, mass suffrage can, paradoxically, undermine the very goal of democracy - the existence of a free and just society." He points out that under populism, "debtor relief often destabilizes the banking system by undermining creditors' property rights; and in the longer run banks simply extend less credit, because they know that they are vulnerable to expropriation by debtors in coalition with politicians." Interesting concept mentioned by Calomiris: you can measure the quality of a country's property rights by looking at its proportion of contract-intensive money: the paper promises that require a high trust society. You can measure it as the proportion of M2 money supply that is solely currency (as opposed to M2's other components), or you can look at the insurance sector as a percentage of GDP. (Nobody in the Congo is buying annuities or whole life insurance.) Something else interesting: "U.S. banking crises were uniquely predictable events... Preceding WWI, every quarter in which the liabilities of failed businesses rose by more than 50 percent (seasonally adjusted) and the stock market fell by more than 8 percent, a panic happened in the following quarter." Buy gluts and sell shortages: "World War I was good for American agriculture, as worldwide food shortages pushed up prices. Those shortages, however, were short-lived. As world output grew, agricultural prices collapsed, and unit banks in rural areas of the United States began to fail." "Most of the banks that failed during the 1920s and 1930s were located in agricultural areas, and the evidence indicates that the primary contributor to bank distress [was] declines in agricultural income and land values both in rural areas and in cities." The increased agricultural yields drove down commodity prices; can we say that cornucopia caused the Great Depression? The real wheat price had already been declining for a century at the time of WWI, but that episode caused a price spike. Maybe one last theme worth mentioning: Calomiris thinks that Clinton did a lot to weaken residential mortgage underwriting and encourage risk taking, but when Bush got into office he poured gasoline on the fire. (As we know, this was based on Bush's idiotic idea that making people homeowners would make them vote Republican. The financial crisis and the Iraq/Afghanistan wars are the legacy of Bushism.)
  • The Missing Billionaires: A Guide to Better Financial Decisions (3/5) Written by Victor Haghani, one of the Long Term Capital Management principals, who is now an RIA. There's a great review on The Tom File, where I also posted a comment about what, to me, is the interesting question: the missing billionaires. (The book does not actually address the puzzle of where the missing billionaires went, but I think the answer is that most rich families' wealth is dissipated by extravagant spending by the heirs and by taxation of income and estates.) Their mantra: "the optimal bet size, expressed as a fraction of wealth, is directly proportional to the gamble's expected return, and inversely proportional to its variance and to [the gambler's] personal degree of risk-aversion." The key to understanding Haghani is that he is very quantitative and in his investing career has operated at a very high level of abstraction. None of the strategies at LTCM involved investing in the Warren Buffett sense of becoming a part-owner of an attractive business. We have come to believe that the public markets are actually amazing because you can become an owner of a business that is far better than any business that you could buy or create from scratch. (Buffett said "the best business is one that is a royalty on the growth of others," and also "you’ll never buy companies as cheap as stocks sometimes get." Why didn't he focus on buying minority interests in companies with royalty-like business models for the past several decades?) We focus on the intersection of FCF yield on enterprise value and FCF margin on revenue. (That is how we found Marriott about a year ago.) Business ownership is a positive sum game: corporate profits are $3.4 trillion annually and most of that is earned by public companies. Most investors are too focused on stock prices, which are more volatile than the businesses' earnings, which are more volatile than the replacement cost of the businesses' assets. The job of the equity owners is to cushion the shock, bearing the earnings volatility and even greater mark-to-market volatility in exchange for a risk premium. (Employees are ill suited for this; they heavily discount profit sharing in favor of secure-seeming salaries.) As Lyall Taylor has pointed out, there is a risk that the current equity risk premium is actually too good to last. The real yields on government bonds and real estate have compressed and public equities (excluding the Mag 7) are one of the last places you can find a decent real yield. In response to Lyall Taylor's essay about the risk of a market meltup (e.g. to 50x earnings), Moontower pointed out that bond and real estate multiples are already very high, much higher than was historically the case. (See: "Every core-ish, newer apartment building in LA is priced in the 4.5% cap range on real numbers, in an operating environment where rents are still softening and a senior mortgage is like 6-6.5%.") 
  • Natural Gas: Fuel for the 21st Century (4/5) Also by Vaclav Smil, this was written in 2015. Something interesting about natural gas is that a natural gas pipeline can transport energy at a lower cost per unit of energy and at a greater scale (i.e. 10x greater) than electrical transmission lines. He mentions that the world's largest accumulation of natural gas is a group of giant fields in the West Siberian basin. (Although the South Pars/North Dome field in the Persian Gulf that is split between Iran and Qatar is extremely large too, and possibly bigger.) Angela Merkel says that the U.S. opposed the Nord Stream pipeline because it wanted to sell its more expensive, shale-derived LNG to Europe. What if oil and gas are so abundant that what matters is not finding them, but being able to muscle other suppliers out of the way? Smil points out that the chaos in Syria and Iraq prevents anyone from building a pipeline from Qatar to the EU. Another effect of blocking Europe's access to cheap natural gas is that competitors to U.S. petrochemicals and related industries get shut down. (Remember that Exxon has its own foreign policy, a lucrative LNG business, and its former CEO was Secretary of State under Trump.) Highlights: "Finding fossil hydrocarbons became easier once we came to understand their biogenic origins... focusing on sedimentary basins where layers rich in organic matter became source rocks..." "The combustion of natural gas oxidizes carbon that has been commonly sequestered for 10^8 years." "Carbonate rocks harbor some of the world's most notable hydrocarbon reservoirs. They were deposited in shallow seas either through the precipitation of calcium and carbonate ions or the biomineralization by marine organisms..." "High porosity of reservoir rocks can be the result of initial rock formation or subsequent fracturing... effective porosity (total volume of interconnected pores) is usually much higher in sedimentary formations (primary porosity)... older and deeper reservoirs are less porous." "Obviously there is no economic incentive to invest into exploratory activities that would result in very large (>25 years) reserve to production ratios." "Significant shares of resources will always remain uneconomical (in too small concentrations, too scattered, of exceedingly poor quality), and in the case of hydrocarbons embedded in reservoir rocks, only the actual mining of those (more or less) porous formations (as is done in Alberta with oil shales) could recover virtually all fuels originally present in place." "Methane is the most important input for the synthesis of ammonia, for the production of hydrogen, and methanol and its derivatives. Ethane, the lightest of natural gas liquids, is converted into ethylene whose polymerizations yield the largest and the most valuable chain of synthetic products. Similarly, propane... is turned into propylene, the second most important compound to be polymerized after ethylene." "About half of the world's ethylene production is polymerized [producing] a variety of polyethylene, the world's most important group of plastic." "Ethylene is also the starting material for the production of PVC, the second most common plastic."  Pipelines: "Cathodic protection can keep pope's original wall thickness and strength almost indefinitely." The Henry Hub in Louisiana is where nine major interstate pipelines interconnect. The pipelines are owned by Energy Transfer, Williams, Loews Corp., Kinder Morgan, EnLink (now owned by ONEOK), TransCanada (aka TC Energy), and Enterprise Products. The Hub itself is owned by EnLink (ONEOK). And of course, the Henry Hub futures contract is traded on the NYMEX, a CME Group exchange. "TransCanada Pipeline owns the most extensive network of natural gas pipelines in North America." It occurs to us that Casey Handmer and his Terraform are still a long ways off from air capture of CO2 to liquid fuels, when you consider that we can't even economically convert methane (CH4) to liquid fuels. The shale puzzle: "Gas-bearing shales underlie large areas on all continents, but, so far, only the United States has developed this resource on a large scale." China's issues with shale: "no experience in applying and adjusting the two key constituent techniques of horizontal drilling and hydraulic fracturing and limited number of people with requisite experience... Chinese shales lie deeper than in major U.S. formations, are more scattered, have more fractures and faults, and are inadequately mapped." Other considerations are water availability and state ownership of the oil and gas industry as well as the subsurface (which leads to less entrepreneurship and risk taking). Geology: "Conventional natural gas comes mostly from younger Tertiary basins, tight gas originates mostly from Paleozoic formations with very low permeability due to prolonged compaction, cementing, and recrystallization." China's Sulige field has immense theoretical reserves, however, the gas layers are just a few meters thick and are more than 3 km deep. There's a Herman Kahn section: we could theoretically get methane from methane hydrates locked in sediments beneath the ocean floor. Smil also talks about how "the dominance of wealth creation shifted from agriculture to industrial production and then to services."
  • Modern Times Revised Edition: The World from the Twenties to the Nineties (4/5) We like British historian Paul Johnson (1928-2023), having previously read his excellent, concise, opinionated biography of Napoleon (5/5, notes). His thesis: "The decline and ultimately the collapse of the religious impulse [at the beginning of the 20th century left] a huge vacuum. The history of modern times is in great part the history of how that vacuum has been filled." ''The destructive capacity of the individual, however vicious, is small; of the state, however well-intentioned, almost limitless." "At the beginning of the 1920s the belief began to circulate, for the first time at a popular level, that there were no longer any absolutes: of time and space, of good and evil, or knowledge, above all of value." One person criticized Johnson's work for "unabashed Eurocentrism that celebrates the contributions of white Protestant Christians to global progress." (Except Johnson was Catholic.) It is a mark of Johnson's good taste that he thought well of the pre-FDR American presidents (Harding, Coolidge, and Hoover) as well as the Iberian autocrats who kept their countries out of WWII: Salazar and Franco. Johnson points out that during WWI, the "warring states became steadily more totalitarian" resulting in a "qualitative and quantitative expansion of the role of the state which has never been fully reversed." Lord Curzon about India: "As long as we rule India we are the greatest power in the world. If we lose it we shall drop straight away to a third-rate power." Johnson: "though Lenin understood very well how to create a despotism, he had no practical vision of the Utopia at all. Marx provided no clue. He described the capitalist economy; he said nothing about the socialist economy... He was wholly ignorant of the process whereby wealth is created." Johnson's key belief: "There are no inevitabilities in history." Thoughts on colonialism: "A colony is lost once the level of settlement is exceeded by the growth-rate of the indigenous peoples." "The original Marxist thesis was that capitalism would collapse... The first fall-back position (Khrushchev's) was that the 'socialist bloc' would overtake the West in living standards... The second fall-back position, used from the early 1970s onwards, which was sold to the Third World and became the UN orthodoxy, was that high Western living standards, far from being the consequence of a more efficient economic system, were the immoral wages of the deliberate and systematic impoverishment of the rest of the world." "No Marxist ever seems to have held sensible views on agriculture, perhaps because neither Marx nor Lenin was really interested in it. Marxism is an essentially urban religion." And maybe the summary of this volume: "Marx described a world in which the central dynamic was economic interest. To Freud, the principal thrust was sexual. Both assumed that religion, the old impulse which moved men and masses, was a fantasy and always had been. Friedrich Nietzsche, the third of the trio [of German imaginative scholars], was also an atheist. But he saw God not as an invention but as a casualty, and his demise as in some important sense an historical event, which would have dramatic consequences. [...] Among the advanced races, the decline and ultimately the collapse of religious impulse would leave a huge vacuum. The history of modern times is in great part the history of how that vacuum had been filled. Nietzsche rightly perceived that the most likely candidate would be what he called the 'Will to Power,' which offered a far more comprehensive and in the end more plausible explanation of human behaviour than either Marx or Freud. In place of religious belief, there would be secular ideology. Those who had once filed the ranks of the totalitarian clergy would become totalitarian politicians. And, above all, the Will to Power would produce a new kind of messiah, uninhibited by any religious sanctions whatever, and with an unappeasable appetite for controlling mankind. The end of the old order, with an unguided world adrift in a relativistic universe, was a summons to such gangster-statesmen to emerge. They were not slow to make their appearance."
  • Born with a Copper Spoon: A Global History of Copper, 1830–1980 (2/5) This is a woke history of copper. Would it surprise you to know that copper mining engineers ca. 1900 were all white men? (Mentions Herbert Hoover's mining textbook, which says that "in simple mine work," "one white man equals two to three of the colored races.") We need to take soft-subject academics who whine about mining and resource extraction and help them take a short vacation from all of the comforts of the modern world. Chapter 2 is "Futures Markets as Trustbusters: The Secrétan Copper Cartel and the London Metal Exchange, 1887–89," about a corner of the copper market. This law review article (pdf) about the Secrétan syndicate and its copper corner that is better than what is in the book. Pierre-Eugène Secrétan (1836-1899) was a late-19th Century industrialist "copperbug" who was unhappy with the cornucopian falling prices over the period 1882-1886, blamed shortsellers for the price decline, and thought that cornering the market would be a way to get the prices higher. As an economist would predict, the higher prices led to an increase in production, more copper was scrapped, and less copper was used. The corner failed. (The book says that the scrap market responded quickly to the rise in the price of copper: "shiploads of brass doors and church bells from poor towns in central Europe." Sad to melt them.) Right now we have a corner going on with Microstrategy (MSTR) and Bitcoin. The history of corners as well as economics (buy shortages and sell gluts) would predict that this one will fail too - eventually. This book should have been about the technological developments that allowed the price of copper to fall in real terms even as the rich ore bodies were exhausted. There should be a whole book about open pit copper mining, starting with Bingham Canyon - which is still producing! (Because of their large volumes, porphyry ore bodies can be economic from copper concentrations as low as 0.15% copper. The key is methods of separating the ore from waste after extraction, like froth floatation, "the single most important operation used for the recovery and upgrading of sulfide ores.") 
  • Enemies of Society (3/5) Another Paul Johnson. Couple of funny quotes from the 1977 review in NYT: "When you're banging away like that you hit wrong keys occasionally." "Johnson knows what to dislike and is unflagging." Interesting question by reviewer: "if the Western edifice is indeed collapsing at every prop and stay simultaneously, then what's to prevent our suspecting that it must have been badly constructed?" Enemies of Society dovetails with Calomiris' Fragile by Design and with our cornucopian reading. One of Calomiris' major points was that in order to have prosperity you need investment and in order to have investment you need assurance against expropriation, either by an autocrat or by populism. Hence classical liberalism with limited government and economic freedom, like the U.S. constitution. (Johnson quotes Hayek, "There is probably no single factor which has contributed more to the prosperity of the West than the relative certainty of the law which has prevailed here." Also he says, "in the world created by John Locke and Blackstone's Commentaries, British society came close to proving that ideal. Virtually everything was a freehold, calculable in cash terms, from a clergyman's benefice to government office-jobs and army commissions.) At the time Johnson was writing, people were still taking the Soviet Union seriously. Even as late as 1989, Paul Samuelson was still saying that “the Soviet economy is proof that, contrary to what many skeptics had earlier believed, a socialist command economy can function and even thrive.” Some quotes: "In the Netherlands, periods of intense Calvinist theocracy were marked by religious persecution, censorship, and a loss of individual liberty, and resulted in emigration, usually of the commercial middle class, to England and America. Nor is this surprising, since strict Calvinism, as anyone who actually read's Calvin's Institutes of Church Government will find, not only does not promote commerce and the profit motive but militates against them." "If the religious impulse must be accommodated, and the evil contained, the Christian approach seems that most compatible with the aims of civilization." Relevant to cornucopianism: "[Ecological alarmism] incorporates many aspects of Marxist mythology, especially the idea that capitalist society creates, then satisfies, artificial and wasteful appetites, and is ultimately self-destructive."
  • Focus: The ASML way - Inside the power struggle over the most complex machine on earth (3/5) This is a profile of the Dutch company ASML Holding N.V. (ASML) which makes the photolithography machines that are used in semiconductor fabrication. (ASML originally stood for Advanced Semiconductor Materials Lithography.) ASML are currently the only company selling an extreme ultraviolet lithography machine. (Extreme ultraviolet radiation has a very short wavelength, just longer than X-rays, which allows lithography of very small semiconductor features.) ASML has a gross margin of 51% and a net income margin of 28%. Downstream from ASML is Taiwan Semiconductor Manufacturing Company Limited (TSMC) which is the largest semiconductor foundry in the world, and a customer of ASML, and then further downstream would be NVIDIA (NVDA), which is a fabless producer of GPUs. ASML is doing $30 billion of annual revenue at a 28% net margin. TSMC is doing $100 billion of annual revenue at a 43% net margin. NVDA is doing $140 billion of annual revenue at an incredible 55% net margin. (Intel had only a 15% gross margin and a net income loss in the third quarter.) ASML trades 34x earnings, TSM is 26x, and NVDA is 44x.