Monday, July 24, 2017

Scale

The subtitle is The Universal Laws of Growth, Innovation, Sustainability, and the Pace of Life in Organisms, Cities, Economies and Companies and the author is Geoffrey West (2017).

The author is a theoretical physicist focused on complexity science and emergent systems, but became intrigued by the question of why humans age and die.  And through his work, he came to the unexpectedly fascinating result that all organisms scale with size in mathematically predictable ways.  Then, taking it a step further, he was able to translate the science of his discovery to a methodology that was applicable to cities and companies as well.

With all that as prelude, it really is an interesting book that has new and insightful ideas on practically every page.  I would do a disservice to try and write one of my standard, pithy summaries.  So, I will try to encapsulate some of the main ideas, with the disclaimer up front that much of meat is still probably getting overlooked.

As it relates to organisms, whether a shrew or a blue whale, the fundamental building blocks of cells, mitochondria and capillaries are appreciably the same in each.  And as the mass of any such animal grows, the related metabolic process tied to these parts grows at a 75% rate, while the relative strength grows a two-thirds pace.  Succinctly, as an animal grows bigger, its metabolic process becomes more efficient and the ratio of mass to strength decreases.  To wit: “the pace of biological life decreases systematically and predictably with increasing size: large mammals live longer, take longer to mature, have slower heart rates, and have cells that work less hard than those of small mammals, all to the same predictable degree.  Doubling the mass of a mammal increases all of its timescales such as its life span and time to maturity by about 25 percent on average and, concomitantly, decreases all rates, such as its heart amount, by the same amount.

In looking at circulatory networks in groups as diverse as humans and plants, the author notes that all have commonalities: “they are space filling, have invariant terminal units, and minimize energy needed to pump fluid through the system.”  They are all largely fractal in nature.  And one of the interesting takeaways from the structure of this system is that it helps to explain why organisms can have a resulting size cap; because as the space between capillaries (the invariant terminal units) grows, the ability to feed oxygen to the end cell users becomes more challenged; therefore, the size of the specific creature finds its limits when the chance of hypoxia increases.  Explained a little differently, because metabolism has a sublinear growth rate (increasing at 75% relative to increases in mass and total cells), the body reaches a point where the ability to repair and service new cells (the interface between capillaries and cells) goes to zero because there are not enough terminal units.

In applying these concepts to cities, there is a similar pattern discovered: within any national system, as the population doubles, the infrastructure needs only increase by 85%, but the socioeconomic factors (like wealth, pollution, patents produced, crime, GDP) increase at a 115% rate.  Scaling applies, just as it does with humans.  And in cities, the socioeconomic activity grows at a superlinear rate, while infrastructure is more efficient, which lends to the general precept that cities enhance social interaction and lead to agglomeration effects.

One point that the author makes is that humans always die, but rarely does it happens to cities.  And in thinking through this reality, he points to these differing sublinear and superlinear growth rates as an explanation: “…the energy available for growth is just the difference between the rate at which energy can supplied and the rate that is needed for maintenance.  On the supply side, metabolic rates in organisms scales sublinearly with the number of cells…while the demand increases linearly.  So as the organism increases in size, demand eventually outstrips supply because linear scaling grows faster than sublinear, with the consequence that the amount of energy available for growth continuously decreases, eventually going to zero.”  It is not just about growth, it also about repair and maintenance.  Every metabolizing moment in our body creates entropy, and as we get older, the wear and tear makes us less resilient, particularly as the units responsible for recovery grow at a sublinear rate.

Quickly, West points out that companies tend to suffer from the same phenomena as humans, which is why the large, large majority will disappear over time.  While the revenues and profits tend to grow linearly, it leaves very little room for the inevitable perturbations and disorder, and the resiliency of the company wanes.

In some respects, the author uses this work to sound the alarm on sustainability, particularly as cities grow and grow as a function of human innovation.  He believes that there is likely to be some sort of singularity as a result, and suggests that we need to figure out a way to tamp back the damage we’ve done to our planet if we want to prevent the inevitable disruption.  He clearly is speaking to climate change, and without sounding like a Luddite, he believes that the answer exists in harvesting solar power and desalination.

Broken Money

The subtitle is Why Our Financial System is Failing Us and How We Can Make it Better , and the author is Lyn Alden (2023). I feel like I hav...