Interesting stuff

  1. It’s not so nice when “nice white families” take over a non-white school
  2. How energy bars turned into meals
  3. The first “good” map was made by a Greek who also (accurately) calculated the diameter  of the Earth.
  4. Working at home is forcing cultural change
  5. Taibbi on the Trump Era that we’re sick of
  6. Rice vs wheat: a labor, calorie and governance comparison
  7. How settlers screwed up ecosystems in the “New” world
  8. What does “gentrification” mean?
  9. Singapore’s “authoritarian capitalism” doesn’t scale
  10. Every episode in this podcast series has changed my mind on race and US history. Listen in!

H/T to TJ

Review: Bitcoin Clarity

Kiara Bickers, the author of this 2019 book, sent me a copy because I reviewed Digital Gold: Bitcoin, the Inside Story. As an economist with an interest in how bitcoin, blockchains, and crypto-assets are evolving, I agreed to look at her book.

In short, I found it insightful and interesting. I learned some useful stuff, but there were also some weaknesses.

The book is divided into four parts (conceptual reframing, analysis & knowledge, properties of the system, and synthesis & understanding), i.e., “what’s the idea, how does it work, how do people use it, and how can I get involved?” Some of these topics can get quite technical, but Bickers has a friendly tone and uses sketches to lay a foundation that readers can build on with further research.

(I’m now thinking the “bitcoin ecosystem” may now be too complex for anyone to understand.* The “crypto” ecosystem, of which bitcoin plays a small but significant part, is even more complex, confusing and chaotic.)

Here are some thoughts and highlights I noted while reading…

Part one explains bitcoin and the Blockchain (capital B, to distinguish it from many other blockchains that use similar protocols), two related ideas that depend on public key/private key cryptography. In my understanding, the blockchain records transactions linking bitcoins to various addresses that function as “safes.”

A miner is rewarded with bitcoin when they solve a math problem before other miners — all of them using special computer hardware and lots of electricity. Reward bitcoins are recorded in new blocks that also (and this is really important) record transfers of existing bitcoins among addresses. These actions mean that bitcoins, which can be divided into one million satoshis (think milli-pennies) are stored at an address until all or part of the bitcoin is transferred reassigned to a new address. Some addresses can be “rich” with many bitcoins but many addresses are empty. Transfers only occur when the person controlling coins at an address “signs” (cryptographically approves) a transfer to another address. Approved transfers are then bundled into new blocks that are added to the end of the Blockchain, copies of which are kept all over the world on “full nodes” (simple computers that do not use much electricity).

I learned from Bickers’s description of these steps. First, miners do the work but full nodes display the results of work, which — in the case of bitcoin — consists of a shared public ledger that shows where bitcoins are held as well as confirming when and where bitcoins are transferred. (I say “shared” in the sense that over 100,000 nodes agree have copies of the same Blockchain, which keeps the system “secure” from those who want to shut down the system or spend coins they do not have.)

Second, the combination of bitcoin+Blockchain is elegant and effective, just as many “alt coins” (or shit coins) and/or blockchains are solutions in search of problems. (Read “Blockchain, the amazing solution for almost nothing,” which is insightful, funny and cringy, and this academic analysis of the many useless projects that are burning government and enterprise cash without producing value, let alone evidence of success.)

Third, bitcoin/Blockchain are “trustless” in the sense that you can use them without needing to trust any person, organization or government.* This characteristic explains how and why people get scammed by so many alt-coins, but also why bitcoin is popular in dysfunctional countries (Turkey, Venezuela, and Zimbabwe spring to mind). Trustless doesn’t mean simple, by the way, which is why the “bitcoin industry” of consultants, speakers and services has sprung up. (Bickers offers her own advice to paying clients.)

Fourth, a lot of people think bitcoin is a terrible “payments solution” because it records a few hundred transactions every 10 minutes, rather than thousands of transactions per second, like Visa/Mastercard. This critique misses the point of the 10-minute block: to help synchronize 100,000+ copies of the Blockchain held in nodes around the world. Slow but secure is why many people see bitcoin more as digital gold (an asset) than as a digital currency.

Part two gets into some deep technical analysis, but it’s quite interesting.

I like the idea of the Blockchain as a method of “triple-entry bookkeeping” that shows where bitcoin have been subtracted (sender) and added (receiver) — the double-entry part — but also giving a global view of where all bitcoin are. (Bitcoin transactions are not anonymous but in plain view on the Blockchain; the tricky part is identifying who controls bitcoin at various addresses.)

Bickers is a fan of Austrian economists and “full” (as opposed to fractional) reserve banking, and the Blockchain’s “triple entry” nature means it’s impossible to inflate bitcoin by printing more (miners can’t get paid when they try that) or trading more (nodes prevent “double spending”), which gives bitcoin an advantage over fiat currencies that have value because governments say so. Although most of us trust US dollars or Euros, others want trustless, “sound” money as a hedge against printing new money and inflating the money supply via fractional reserves. (I keep a wad of 100 Bolivares notes as a handy reminder of how Venezuela debased its citizens’  savings. The wad of 100 notes was worth around USD2,500 in 2013, but only USD0.01 in 2018.)

The rest of Part two is technical but not unclear, covering transactions, node networks, mining and smart contracts. In that last chapter, Bickers does a pretty good job demolishing the 1,000-plus altcoins and blockchains that claim to be “trustless” but deliver scams and broken promises.

In Part three, Bickers discusses governance and decentralization, both of which exhibit robust stability under game-theoretic conditions in which many players in many roles cooperate via self-interest without creating vulnerabilities that can be taken over by insiders or outsiders.

When she turns to “the economics of money,” she falters, misinterpreting and misunderstanding comparative advantage, Smith’s interested bystander, the labor theory of value, quantitive easing, mortgage-backed securities, and service-sector inflation. I think most of these errors arise from her reading of biased, unreliable sources. Perhaps they can be fixed in edition 2.0?

Part four covers markets, hype cycles, and a healthy mindset for switching from fiat to bitcoin. These philosophical chapters draw on Bickers’s self-identity as a university drop-out pursuing a career in bitcoin. Although the discussion was useful, there were also errors in explaining the origin of “HODL”, the problem of known unknowns, and valuing growth stocks. Even so, the chapter ends with a heartfelt and welcome call to rebel against the status quo

My one-handed conclusion is that this book offers insights, explains complex ideas, and gives plenty of material to ponder. Although weakened by some preventable mistakes, I recommend it to anyone interested in bitcoin. FOUR STARS.

* 2 Nov 2020: I think it’s helpful to think of Bitcoin/Blockchain as a new (digital) species whose evolution, use and “goals” are beyond our control but important in our lives. If the 80s were the decade of the PC, 90s of the Internet/WWW, 00s of mobile phones, and 2010s of social media, then what consumer tech will dominate the 2020s? Bitcoin and crypto might be that tech.

Addendum: On bitcoin adoption: Discovering Digital Gold and Bitcoin and The American West

Feb 16: Ray Dalio and his researchers put out a great note on Bitcoin.

Apr 7 2022: Ten (useful) pieces of advice on bitcoin


Here are all my reviews.

Temporary equilibrium of demand and supply

Book 5, Chapter 2

§1. People make various trades for benefit without worrying about equilibrium, or balancing aggregates of supply and demand, which occurs when many actors repeatedly trade (semi-)commodified goods.

§2. Marshall gives the example of a corn market — a “grain” market in the US — in which buyers (with willingness to pay) and sellers (with willingness to accept) converge on an equilibrium price of 36 pence/quarter at which quantity demanded equals quantity supplied. Fluctuations around 36d occur, but they do not persist, since buyers wait out “outrageous” offers and sellers ignore “lowball” bids.

§3. Prices in commodity markets do not deviate too far from equilibrium because traders can borrow (or lend) money to smooth bumps. Prices (wages) in labor markets can vary a lot because workers go hungry if they cannot eat whereas capitalists can eat while they wait for willing workers. The implication, which Marshall elaborates in Annex F (“Barter”), is that money allows commodity markets to clear “on the margin” while labor markets (which have a barter component when one considers that workers are offering heterogeneous units of labor) have a lot of inframarginal noise due to workers getting bad deals. Gender-wage gaps, for example, can be explained by men driving harder bargains than women when negotiating their starting salaries.


This post is part of a series in the Marshall 2020 Project, i.e., an excuse for me to read Alfred Marshall’s Principles of Economics (1890 first edition/1920 eighth edition), which dominated economic thinking until Van Neumann and Morgenstern’s Theory of Games and Economic Behaviour (1944) and Samuelson’s Foundations of Economic Analysis (1946) pivoted economics away from institutional induction and towards mathematical deduction.

Interesting stuff

  1. Measuring the scale of coronavirus via sewage
  2. So… the American Revolution was not about democracy but changing which leaders were in charge (and making money, especially via cotton and slavery). Related: Race and science
  3. Why are market prices surging? A lot of money managers only get paid if client funds are “invested” (!)
  4. A website with Trump’s new slogan (“Keep America Great”) points out how he’s broken all his promises and failed to deliver
  5. Western “liberals” are rejecting tolerance for their subjective truth?
  6. Lol: “Facebook apologizes to users, businesses for Apple’s monstrous efforts to protect its customers’ privacy
  7. Why are there 5280 feet in a mile?
  8. The pandemic is nuking college-town economies (velocity of money case study)
  9. Online advertising wears the emperor’s new clothes (= it’s often worthless)
  10. Blockchain: the amazing solution for almost nothing

H/Ts to PB and BZ

Introductory. On Markets

Book 5, Chapter 1

Book 5 concerns “General relations of demand, supply and value.”

§1. Price balances supply and demand. Marshall defers discussion of other factors affecting supply, demand and prices — money, credit, foreign trade, labor, and so on — to a later volume, which he never wrote.

§2. In a “market,” buyers and sellers see the same price for the same good. Most markets are local (e.g., a street market) but they can be physically separated if information flows allow price comparison and thus convergence (subject to transport costs).

§3. Improved communications and transport have created “wide” markets for the same goods, with similar prices. Commodification and standardization makes it easier to have wider markets. Goods that are heavy relative to their value (Mashall uses bricks, but water also fits) will be traded in “narrow” markets where prices reflect local supply and demand.

§4. Markets for gold, silver and (heavily traded) stocks and bonds will tend to have one global price. Traders will ask small margins (bid-ask spreads) for these “liquid” assets, since they are sure to find counterparties. Illiquid assets have larger bid-ask spreads and more price noise.

§5. Custom-made goods (e.g., tailored suits or portraits) and perishable or bulky goods will sell for a range of prices, especially if trade is infrequent. Prices from wide liquid markets (e.g., London) will influence prices in narrow illiquid markets if some traders can switch between markets to get better deals. This arbitrage converges prices.

§6. Besides space, time influences supply and demand. Here Marshall makes some insightful comments (which are often buried/forgotten by vague references to elasticity), i.e.:

We shall find that if the [time] period is short, the supply is limited to the stores which happen to be at hand [Qs is fixed and vertical; D goes up/down to determine P]: if the period is longer, the supply will be influenced, more or less, by the cost of producing the commodity in question [S slopes up; D goes up and down more gradually to determine P]; and if the period is very long, this cost will in its turn be influenced, more or less, by the cost of producing the labour and the material things required for producing the commodity [S shifts in or out]. These three classes of course merge into one another by imperceptible degrees. p 275

The next chapters explore these dynamics.


This post is part of a series in the Marshall 2020 Project, i.e., an excuse for me to read Alfred Marshall’s Principles of Economics (1890 first edition/1920 eighth edition), which dominated economic thinking until Van Neumann and Morgenstern’s Theory of Games and Economic Behaviour (1944) and Samuelson’s Foundations of Economic Analysis (1946) pivoted economics away from institutional induction and towards mathematical deduction.

Interesting stuff

  1. The Olympics are bad for local communities. (Maybe keep it in one place to avoid disruptions?)
  2. Will our eyes give up all our data in the future?
  3. The collapse of a key Antarctic glacier
  4. How the pandemic might play out in 2021 and beyond
  5. Listen to this excellent 2006 TED talk on how schools kill creativity (a big failure and missed opportunity, IMO)
  6. Socially responsible/impact/ESG investing is doing rather well
  7. California is already living with climate chaos (+2C, fires, blackouts)
  8. RobinHood’s “free” trading takes advantage of retail investors
  9. Race and advertising: “Black people are not just white people with darker skin”
  10. The USPS built America. Crippling it (policy since 2006) is a mistake.

Conclusion. Correlation of the tendencies to increasing and to diminishing return

Book 4, Chapter 13

§1. A clever entrepreneur can grow a business with good management, talented workers, economies of scale in purchasing materials and using machines, etc. This firm might grow to dominate the industry but its success will be limited by the founder’s capacities and threats from smaller competitors.

§2. Pulling back to look at the entire industry, it’s useful to consider the “representative firm” when thinking of productivity, profits, etc. This firm is average in many senses, but it’s not a random pick. Older and younger firms with developed or under-developed processes, for example, are not “average”.

Good management brings increasing economies of scale (or organization) that can offset decreasing economies from exploiting Nature or other limited resources. These forces might balance out — or not.

§3. A growing population can enjoy growing prosperity for all if raw materials are not constrained and everyone has access to adequate space, clean air and water. Thus, Marshall sees benefits from population growth during the Industrial Revolution while also warning that wealth per capita will not increase forever. These observations sit neatly in the middle of the optimism of Julian Simons and the pessimism of Paul Ehrlich.


This post is part of a series in the Marshall 2020 Project, i.e., an excuse for me to read Alfred Marshall’s Principles of Economics (1890 first edition/1920 eighth edition), which dominated economic thinking until Van Neumann and Morgenstern’s Theory of Games and Economic Behaviour (1944) and Samuelson’s Foundations of Economic Analysis (1946) pivoted economics away from institutional induction and towards mathematical deduction.

Interesting stuff

  1. The Truth Is Paywalled But The Lies Are Free
  2. The roots of wokeness [brutal but accurate]
  3. A continuing conversation on the lack of diversity in economics
  4. An AI explains human intelligence
  5. Police became professional — and far too powerful — because of the need to control bad drivers
  6. Tech firms are worth so much because they have monopoly power?
  7. Get a vasectomy
  8. A good interview with Kate Raworth on Doughnut economics. She talks about “change” but doesn’t usually explain the tools (besides “be nice”) but those are discussed here. Jason Hickel is also interviewed. Here’s my review of his book.
  9. A good summary of how Trump is wrecking US foreign policy, power and alliances
  10. Watch this TED talk on sex workers and the “protective” laws that harm them

I/O, continued. Business management

Book 4, Chapter 12:

§1. The first step in expanding a business is hiring managers to handle logistics, thereby leaving “specialists” to focus on producing goods and services. Teachers, for example, have administrative staff to arrange classrooms, collect fees from students, etc.

§2. These managers (qua entrepreneurs) bear risk, provide capital and earn profits in proportion to their skill at matching producers with customers, or supply and demand.

§3. Marshall suggests, for example, the building contractor as a middleman who adds more value than a homeowner by reducing waste and confusion. A real estate developer, likewise, adds even more value by operating at a larger scale.

§4. Larger scales are not always better. In producing clothing or shoes, it may be better to concentrate production in a large factory or outsource to small home producers. Workers, likewise, can be better or worse off relative to home producers, depending on wage guarantees, competition over piece-rates, etc.

§5. Managers must understand things as well as employees. Differing mixes of these skills lead to different paths to success or failure.

§6. Although the sons of businessmen (Marshall writes in an age when women did not lead firms) learn business at the dinner table, they might prefer social or academic careers or living off their father’s work. Thus, it may be better to replace a founding father with professional managers.

§7. Manager-owners often find good replacements among their staff. In some cases, a qualified assistant can become a partner by marrying the owner’s daughter (Marshall comments approvingly on the hopes this path gives to many talented but underprivileged youth). Businesses run by equal partners with different skills can also be productive.

§8. Joint stock companies allow for a division of labor among passive investors, active managers and directors who oversee managers on behalf of shareholders.

§9. The managers of joint stock companies might not work as hard as they should for shareholders, a Principal-Agent dilemma (the term dates from the 1970s) that also arises when politicians put themselves before citizens.

§10. In co-operatives, employees share ownership, profits and decisions. This “perfect middle” will not work if employees do not trust each other, shirk in their duties or disagree on the value of each contribution.

§11. Business growth is not usually held back by a lack of capital (banks are eager lenders) but a dearth of talented, experienced and wise founders with the right combination of Geld, Geduld, Genie und Glück (gold, patience, genius and luck). Successful managers sometimes start on the shop floor, sometimes in the owner’s nursery.

§12. Good managers will accrue capital, market share and profits at the expense of bad managers over time.


This post is part of a series in the Marshall 2020 Project, i.e., an excuse for me to read Alfred Marshall’s Principles of Economics (1890 first edition/1920 eighth edition), which dominated economic thinking until Van Neumann and Morgenstern’s Theory of Games and Economic Behaviour (1944) and Samuelson’s Foundations of Economic Analysis (1946) pivoted economics away from institutional induction and towards mathematical deduction.

Interesting stuff

  1. America is experiencing “hygiene theatre” (sterilizing surfaces) that’s just as ineffective and wasteful as post-9/11 “security theatre”. Wear a mask!
  2. What a difference student debt makes (follow-up on the billionaire who paid off the debts — averaging $80k — of 400 Howard U students).
  3. Managing China’s rise by helping its neighbors
  4. Covid-finance: students vs universities and tenants vs landlords
  5. America’s police are violent and ineffective compared to other rich countries. Can the “exceptional” nation learn from others?
  6. It turns out that Switzerland is not ruled by anyone in particular.”
  7. NGM on women’s suffrage: 100 years ago and a long way to go.
  8. Exit, Voice, Loyalty is 50 years old… and relevant today
  9. Should we fight over pie (wealth) — or make it bigger?
  10. Economists are starting to get a better handle on uncertainty