Alpine Environment

Panic is the sudden realization that everything around you is alive.
William S. Burroughs

The signs are trying to say something.

The first full day of “summer”, the night had been unusually cool for this time of year. I’d actually considered running the heat in the house in the morning; but the breezy sunshine seemed to promise a warm day. So after warming myself with a cup of coffee and a long shower, I closed up the house and headed down the hill to pick up some supplies.

Passing by the usual, massive swarms of Saturday tourists heading in the opposite direction, I could understand their wanting to take advantage of the beautiful summer weekend weather. Cars lined up at the entrance to the beaches at Sand Harbor, and hikers in shorts were heading out at trailheads along the pass. But leaving the grocery store in Carson City a couple of hours later, it was to the sight of an absolutely massive wall of clouds rolling like a 40,000-foot ocean breaker over the eastern Sierras!

The mountain just being swallowed up by the wave of clouds is 10,680-foot (3,242m) “Jobs Peak”.

Heading back home, the rain had become a downpour by the time I reached the bottom of the route up to the pass into the lake basin. And it wasn’t long before it turned into a heavy shower of fat, white flakes. Lines of snow-plastered cars heading in the opposite direction attested to people trying to bail-out before getting stuck in the high country. Indeed, I put the truck into four-wheel drive over the pass, though mostly just out of caution at its being shod in summer tires.

Most concerning were the dozens of snow-covered cars parked at the trailheads at the pass. More experienced hikers know well that it’s never wise to venture into the high country without cold-weather gear. I’ve seen snowflakes in every month here. But this was an unexpected bomber; and I was hoping that it wouldn’t turn into a local high elevation Search and Rescue event.

By the time I reached home, the snow had turned into a light, but cold rain. So after unpacking the groceries, I decided to take my camera out to a beach on the other side of town. Dodging the geese sheltering there, I managed to shoot a couple of dozen photos while I could still feel my fingers. Summer in the Sierras…

East and west from Burnt Cedar Beach.

Back home, I fell asleep to a hot cocoa and a blanket, before being awakened about an hour later by the sun streaming in through a window. This morning, the sunny silence was broken by a firefighting helicopter heading to the east. But I haven’t heard about any rescues from yesterday’s unseasonal outburst. So I guess it was just a reminder of the old adage that, “If you don’t like the weather, come back in an hour.

Post Script: Unfortunately, there were eleven fatalities and two emergency rescues as result of the weather and its interaction with the regional water. All were drownings, eight in the lake, and three more in a nearby river. I suspect that “PFDs” (life-jackets) were the difference between rescues and drownings in the lake incidents. Despite being an excellent swimmer, I always where a PFD (as well as a wetsuit top) when out on the lake. If you’ve never experienced cold water, it’s difficult to understand how quickly it can lead to hypothermia. And a person can become too weak to swim or to self-rescue well before the cold affects brain function. So a person might know what to do, but just not be be able to do it, regardless.

No Spin on “Centrifuges”

Round and round we spin, with feet of lead and wings of tin.
Kurt Vonnegut Jr., Cat’s Cradle (1963).

So what’s the big deal about these Iranian “centrifuges”?
What are they, what do they do, and why are they important?

URANIUM

Uranium from the Earth is found mostly in two “isotopes”. It’s not important to know exactly what this means, except that over 99% is the isotope “U-238”, and that less than 1% is the isotopeU-235”. Both types of Uranium are chemically identical, meaning that they will react with other elements in exactly the same way. And that means that there’s no way to separate them through any form of chemical processing.

For nuclear reactors or for weapons, however, only that less-than 1% that’s U-235 can be used to produce a “fission” chain reaction. This occurs when a subatomic particle called a “neutron” causes an atom to break apart, releasing some energy along with more neutrons, which then cause more atoms to break apart, and the process continues…

The amount of energy released in this process is quite large relative to the amount of material utilized, which is what gives nuclear energy its potential uses. In a nuclear power plant, this “chain reaction” is carefully controlled to produce heat for running steam turbines and electrical generators. But if an entire sequence of chain reactions can be made to occur in a tiny fraction of a second, it will result in a nuclear explosion.

U-235

Enriching” uranium is simply the process of separating the useful U-235 from U-238. But since both isotopes of Uranium are chemically identical, this requires using processes that take advantage of their physical differences. There are several ways to do this. But one means is by using a rapidly spinning device called a “centrifuge” to take advantage of each atom of U-238 being just slightly heavier.

In the case of centrifuges used in the refining of Uranium, modern versions are designed to spin at up to 70,000 rotations-per-minute, with their outer walls moving at speeds of as much as 3,000 feet-per-second, or as fast as the bullet from a high-powered rifle. Spinning that fast, a single centrifuge running at full speed will posses the kinetic energy of a small bomb. So these machines must be carefully designed and operated, as even a slight imbalance or vibration can result in catastrophic failure. In 2009, around 1,000 centrifuges at Iran’s Natanz facility were likely destroyed due to slight operational irregularities introduced by the “Stuxnet” computer virus.

To coax out the useful U-235, a gas containing the Uranium to be refined (uranium-hexafluoride) is fed into the centrifuge, where it too will begin to spin. The heavier U-238 containing gas will force itself outward, toward the edge of the centrifuge. And that will in turn force a thin layer of gas containing lighter U-235 atoms toward the centrifuge’s center, where it can be extracted.

This process only very slightly increases the concentration of U-235 in the extracted gas, so the process has to be repeated many times in what is called a “cascade”. A U-235 refining facility may contain dozens of cascades linking thousands of centrifuges.

For obvious reasons, U-235 centrifuge technologies are kept highly secret. However, some countries (or individuals) have been willing to sell their designs. Iran developed its “IR-1” centrifuge using designs acquired from neighboring Pakistan starting in the late 1990s. Iranian centrifuge testing then took place in the Kalaye Electric Workshop through 2003, and then at the Pilot Fuel Enrichment Plant (PFEP) testing site.

By March of 2006, Iran had completed its first 164-centrifuge IR-1 cascade. And by 2008, eighteen more cascades had been installed at the Fuel Enrichment Plant (FEP) at Natanz. As of August 2021, Iran was operating approximately 6,000 IR-1 centrifuges, with thousands more in storage. At that time, FEP was producing low-enriched uranium, while Fordow was producing uranium enriched up to 20% U-235.

ENRICHMENT

Most civilian nuclear reactors use “low enriched uranium”. This is uranium that’s been enriched to between 3% to 5% U-235. To create a chain reaction that takes place fast enough to create an explosion, U-235 needs to be refined to a much higher concentration.

Highly enriched uranium” refers to concentrations of 20%, which can technically be used to create an explosion. However, a device using 20% enriched U-235 will be large and inefficient, as in something that might fit into a shipping container. “Weapons grade” uranium refers to concentrations of 90% or higher. This purity of U-235 allows for the construction of much smaller and lighter-weight nuclear weapons, such as something that might fit onto a ballistic missile.

Nuclear weapons can also be constructed from far more easily produced “Plutonium-239”. But plutonium requires the use of some highly sophisticated technologies to make a working bomb. Conversely, “Little Boy”, the U-235 fueled bomb dropped on Hiroshima, utilized little more than the barrel from a Howitzer. So while it’s far more difficult to refine U-235, a stockpile can very rapidly be turned into weapons.

WHY?

According to the International Atomic Energy Agency (IAEA), Iran had enriched large quantities of uranium to 60% by March of 2023. And it is far easier to refine U-235 concentrations from a highly-enriched 60% to a weapons-grade 90% than it is to go from a civilian 5% to a highly-enriched 60%. This is why Iran is considered to be an immediate nuclear weapons production risk, and why their centrifuge sites are of such concern.

Ultimately, the same technologies that can be used to produce fuel for civilian nuclear reactors can also be used to produce nuclear weapons. As with most technologies, the difference is in how they are applied. And the concern with Iran is that their centrifuge technologies are pretty clearly being applied to at least the threat of producing nuclear weapons. Whether this justifies attacking these facilities is a subjective judgment. But given current geopolitics, it isn’t difficult to understand why Israel would feel compelled to act as it has. 

As for US involvement, a worst possible outcome is now clearly that Iran would be left with any ability to produce a nuclear weapon. So one way or another, that will likely dictate any future action.  However, there’s probably no immediate need for the US to use its B-2 fleet to drop “bunker busters” on Iran’s underground facilities at Natanz. While it’s not clear that the bombs could even destroy the facility, they don’t actually need to. Remembering that uranium centrifuges are delicate machines, just the threat that bombs might be dropped prevents Iran from actually using them.

More immediate worries probably involve shipping containers.


More:

BBC News. (2025, June 19). Visual guide to Fordo: Iran’s secretive nuclear site that only a US bomb could hit – BBC News. News.
https://www.bbc.co.uk/news/resources/idt-868e3c3d-25ec-43cb-bcc0-8832464b91ca

Beyond the IR-1: Iran’s Advanced Centrifuges and their Lasting Implications. (2021, November 22). Iran Watch.
https://www.iranwatch.org/our-publications/articles-reports/beyond-ir-1-irans-advanced-centrifuges-their-lasting-implications

Murphy, F. (2025, May 31). Damning IAEA report spells out past secret nuclear activities in Iran. Reuters.
https://www.reuters.com/world/china/iaea-report-says-iran-had-secret-activities-with-undeclared-nuclear-material-2025-05-31/

Uranium enrichment. (n.d.). NRC Web.
https://www.nrc.gov/materials/fuel-cycle-fac/ur-enrichment.html#centrifuge

Father’s Day

Found your starlight shoes
By the doorstep
Where you left them
When you were here
When you were gone

Butterfly wings
Flutter beneath the moon
Starry feet dancing
As night fell
Colors left too soon
I dreamed
If I stopped breathing
Long enough
The gray might leave me
But all I found was…

The streetlight
Flickers like it knows
Abandoned magic
Spells we spoke beneath
Its dying glow
Telling me to go, now
Stillness falls… it waits
Stare long enough
The sky begins to fade
And all I found was…

Love.
It cannot catch me now
Wings have turned to dust
The wind no longer lifts them
I am… still
It’s the world that slips, slips
Slips across whole oceans
While incantations spoken
In silence between songs
Call to luminescent places
…and I pretend that’s where you are.

Magic shoes and dancing wings
All things to move through night
When dreams confined by darkened spaces
Lift my fallen star
To light the empty places

 

Regression to Mediocrity, Part 2

“Medianocrity”

One wanders to the left, another to the right. Both are equally in error, seduced by different delusions.”  —Horace

A “median” is the point at which 50% is above, and 50% is below. Imagine lining up 99 people by height. Person number 50 would be at the median. It’s the point of 50/50 odds for the individual. A “mode” is simply the most frequently seen value, or the high-point of a distribution curve. But if extreme cases off to one side create a long “tail”, the median will move in that direction.

Much has been made of the fifth-grade level vocabulary and grammar of our current voice from the bully-pulpit. But that’s also the “readability” level of U.S. Air Force maintenance manuals for nuclear weapons. And most Americans have gone from reading their news in a morning paper to watching it on TikTok anyway.  So the surprisingly articulate speeches given by this same person at the Arab Islamic American Summit in 2017, and again at the US-Saudi Investment Forum last May might surprise some in the US.

A Flesch-Kincaid score of the 2017 text resulted in a 9.5 grade-level as a speech, and a reading level at the “10th to 12th grade (fairly difficult to read )”. But most political addresses are actually the result of speech-writers who also know about things like medians, modes and “bell-curves” as they relate to audiences…


“Regression to the mean” was the statistical phenomenon Sir Francis Galton discovered in his 1877 analysis of heredity patterns in human populations. Galton explained this as resulting from an as then unknown mechanism of inheritance. The mathematics of random chance in this process would cause the offspring of extraordinary parents to revert increasingly toward some average, or statistical “mean” over successive generations, what Galton termed, “regression to mediocrity”.

“Mediocrity”, however, can range in definition. Fifty-percent would be “mediocre”, if a measure of the accuracy of predicting outcomes in random coin tosses. But ninety-percent might be a “mediocre” score in a class full of committed students with a competent instructor. The “mediocrity” of being in the statistical median of that particular classroom simply means being in the middle of the pack. Just where that middle is located is something else entirely.

Galton seized upon just this idea when developing “eugenics”. He proposed that a society might work to skew the median toward beneficial inherited physical potentials through selective human reproduction. In the nutshell version, people of good health and high intellect would be encouraged to reproduce from among others of similar stature, with the objective of improving odds within the inheritance-pool.

Of course, it’s not too difficult to imagine how this could turn into a dystopian nightmare as the concept of “family” becomes more like the breeding of racehorses. Indeed, the racial ideology of “Nazism” encouraged selective child-bearing by those with “Nordic” or “Aryan” traits, and used this to justify involuntary sterilization and mass-murder.

Appealing instead to economic incentives, Singapore attempted to encourage a voluntarily shift in fertility-rates toward its college-educated population in the 1980s. Still, ethnic controversies rapidly shuttered the program. Regardless, modern genetic manipulation may render natural approaches to changing the odds in human heredity a moot point, another dystopian possibility examined in the 1997 film, Gattaca. But there are other ways to change the odds in societies.

From a person simply learning a new skill to the choosing of mates with desirable characteristics, skewing probabilities to our own favor is an innately human endeavor. Humans can bend the odds of nature, moving the zone “mediocrity” to our own benefit.

For people born in Nigeria in 2023, the expected at-birth “average” lifespan is 54.5-years (World Bank). However, it’s 84.6-years in Japan, almost half-again as long! Genetics may play some role in this difference. But far more likely is that it reflects conditions that affect rates of infant-mortality, or conversely premature deaths among the elderly. And these create tails that skew distribution curves that plot ages-at-death.

So a “mediocre” lifespan in Nigeria versus Japan probably says more about societal access to medical care, healthy food, clean water, and a safe environment. “Mediocrity” is consequently relative, and can be changed by both individual and collective human behaviors. But this kicks the legs from beneath an intellectual sacred cow.

“Cultural relativism” is the idea that societies should be evaluated only relative to their own cultural norms, values, and practices, rather than as compared to other cultures. It’s a criticism of ethnocentrism, instead emphasizing the evaluation of differing cultures without external bias. The perspective is intended to present a more empathetic and humanistic understanding of societies.

From the perspective of objective study, this makes perfect sense. Evaluating the social function of a tradition, religion, or system of hierarchies might require observation from an entirely unfamiliar perspective. And unfamiliarity with cultural meanings can leave traditions open to misinterpretation… consider a “crucifix”. But there is a limit to this kind of objectivity when evaluating cultures in terms of their relative reciprocal benefits to and from the individuals that comprise them.

Most people would probably choose to live in Japan as opposed to Nigeria based solely on those longer expected lifespans. But they also imply a relative cultural stability that allows for more productive individual development, such as education, work-skills, and the accumulation of wealth. And conversely, these individual benefits can feed back into the society, helping to provide that medical care, healthy food, clean water, and safe environment.

The result is that an ordinary expectation in one society becomes divergent from the norm in the other. And this results in a kind of cultural inequality that can’t easily be resolved. This can even happen among sub-cultures in a larger society, and especially when there are forms of sectarianism.

This was much of the point in Charles Darwin’s 1871, The Descent of Man, and Selection in Relation to Sex. With regard to the reciprocal benefit of societies and individuals, Darwin proposed that a society which extends the instinctive bonds found in family to a greater population works to strengthen both its individual members as well as the society itself.

Even accepting that Darwin was a product of a nineteenth-century British perspective, each successive generation can still make the same comparative assessments. And Darwin viewed the human-driven (by female choice) selection for both physiological fitness and compassion as an ongoing process central to the evolution of healthy civilizations.

Societies and their norms are consequently not equal in what they produce, whether for their members, or for themselves. The values and traditions that they select for and hand down are the heredity of civilizations. And they are subject to the same skews and even regression to mediocrity seen in physical traits if they are left to the odds of nature, whether mother’s or human.

That nature doesn’t give a damn about “equality” is an unpleasant truth, and especially in societies where we value the conflicting perspectives of compassion versus merit. In the US, we accept that all people are intrinsically endowed with, “…certain unalienable rights.” But we also enshrine the idea of an “American dream” that is meritocratic, that, “…to become a great and a happy people. …they who live under its (the United States’) protection should demean themselves as good citizens.” (George Washington, 1790)

Whether either Darwin or Washington would be all that impressed with the present-day United States, whether we’re really all that much more compassionate, or even better citizens, I can’t say. At some point, the US managed to skew its median into an expectation that attracts the attentions of half of the Earth’s human population.

But, which half?


Sources, References, and whatnot:

Carnegie Mellon University. (n.d.). Most presidential candidates speak at grade 6-8 level – News – Carnegie Mellon University.
https://www.cmu.edu/news/stories/archives/2016/march/speechifying.html

Ekman, P. (2010). Darwin’s compassionate view of human nature. JAMA, 303(6), 557.
https://doi.org/10.1001/jama.2010.101

Ekman, P. (2023, December 10). Survival of the kindest. Lion’s Roar.
https://www.lionsroar.com/survival-of-the-kindest-november-2010/

Eugenics: Its Origin and Development (1883 – present). (n.d.). Genome.gov.
https://www.genome.gov/about-genomics/educational-resources/timelines/eugenics

Population Research and Policy Review (Vols. 5, No. 1). (1986). Springer Nature.
https://www.jstor.org/stable/40230009

President Trump’s speech to the Arab Islamic American Summit – the White House. (2017, May 21). The White House.
https://trumpwhitehouse.archives.gov/briefings-statements/president-trumps-speech-arab-islamic-american-summit/

Schumacher, E., & Eskenazi, M. (2016). A Readability Analysis of Campaign Speeches from the 2016 US Presidential Campaign. arXiv (Cornell University).
https://doi.org/10.48550/arxiv.1603.05739

University of Virginia Press. (n.d.). Founders online: From George Washington to the Hebrew Congregation in Newport . . .
https://founders.archives.gov/documents/Washington/05-06-02-0135

World Bank Open Data. (n.d.). World Bank Open Data (accessed 6/6/25).
https://data.worldbank.org/indicator/SP.DYN.LE00.IN?most_recent_value_desc=false

 

Regression to Mediocrity, Pachinko

Individuals vary, but percentages remain constant.
-Sherlock Holmes

Taking a bit of a side-trip between my “Regression to Mediocrity” posts (or maybe just some avoidance behavior), the mention of “Pachinko” (パチンコ) had me realizing that this is something most Americans don’t really know all that much about. While many in the US have probably seen Pachinko machines at one time or another, especially when they became a fad in the US back in the ’80s, they might not understand just what they represent.

In Japan, Pachinko is a form of gambling that was originally intended to get around the activity being illegal. In fact, most of those Pachinko machines that found their way into the US back in the ’80s were ones that had been removed from service in Pachinko parlors because they were paying out too much.

Essentially, a “Pachinko machine” is similar to an American-style “pinball” machine, except that it’s in a vertical position, rather more simplified, and the player has less control over a ball’s progression through the machine. Modern Pachinko machines have added more flashing lights and electronic score-keepers. But playing one remains effectively like playing a “slot machine” in a gambling casino… fast, noisy, and unpredictable.

A Pachinko hall is in reality a low-stakes, low strategy gambling casino. And they are still fairly common throughout Japan. To get around the illegality of gambling, however, Pachinko hall operators traditionally used a legal loophole that avoided the direct exchange of money. Today, this process might not be necessary in some areas, as Japanese gambling laws in certain regions have relaxed.

In principle, the process of gambling first involves the “rental” of the 11-millimeter steel balls that run through the machines. The player will then use these for the “entertainment” of watching them bounce around in the Pachinko machine, presumably for as long as possible while the machine credits points with more balls for more play until they are all eventually returned through the machine.

To keep there from being any gambling involved, the Pachinko hall can’t reimburse a player for any extra or leftover balls generated from play should the player decide to leave before running out. So instead, the player will gather up all of their remaining steel balls and carry them out, perhaps to be used at a later time.

In reality, however, the player will proceed around some corner into a back alley. And then, at the window of a nearby wholesale buyer of 11-millimeter steel balls, they will sell them… a lucrative “business” considering a local Pachinko parlor that provides a constant demand for the product.

No one has ever been fooled by the fact that it’s actually gambling. But it has been tolerated, at least in certain areas, because so many people engage in the activity. The Pachinko business is also sufficiently profitable to keep many local authorities well compensated with either community contributions or simply bribes, so no one wants to bite-the-hand-that-feeds. It’s a perfect Yakuza business.

In an effort to clean things up a bit, some jurisdictions in places like Tokyo have attempted to legitimize Pachinko by licensing and regulating the venues, and by officially collecting taxes and fees. In exchange, these Pachinko halls are allowed to make direct transactions, and additionally to maintain and to operate low-stakes “Pachi-slot” machines that can directly accept money.

Where I lived in eastern Tokyo, there was local Pachinko hall on a main street just around the corner. It was almost always well attended. I never managed to make it past the wall of cigarette smoke at the entrance. But living in a US state where gambling is legal, it looked a lot like the slot-machine floor in a casino. Rows of people sat staring into the flashing lights and garish displays of the machines.

Doing a quick search for some images to use for writing this, I was struck by just how easy it is to deceive humans into self-destructive behaviors. Article after article in Japanese, the recurring themes were addiction and financial hardship. Below is my translation of just a part of one article written by someone who apparently struggled terribly to regain control of his life:

It’s been five years since I washed my feet of Pachinko and Pachi-slot. I’m just an ordinary office worker in quality control for manufacturing for about 25 years. I’m a dad with three kids (smile). I will turn 50 this year. I was hooked on Pachinko at 18, and went to Pachinko halls for 25 years whenever I had free time. At first I enjoyed playing… but I became absorbed in it. I would even reserve a spot in the morning to relieve my stress (at work).

When I was young, I thought, ‘Maybe I can earn money without working?’ But as I got older, it became ‘I’ve lost so much that I have no money! I’m quitting Pachinko!’ But I still went to Pachinko halls, even though I knew I would lose. I wanted to quit, but I didn’t know how. I understand that feeling very well.”

Happily, the writer went on to explain the steps he took to wean himself away from his addiction.

Probability is one of those things that humans have difficulty grasping, myself included. One of two “D” grades I received during my undergraduate studies was in an upper-division statistics course. (The other was for a Sociology class.) While I could do the math, I never really understood the meaning of half of what I was calculating.

But probabilities are a fundamental aspect in the human ability to make predictions and to plan. In fact, “behavioral psychology” is an entire field based in how the brain responds to perceived probabilities of outcomes. And the most powerful of behavioral modifiers is what’s called “variable, intermittent reinforcement“.

Essentially, this describes cases where there’s a reward, but of differing amounts at differing intervals… just like gambling. The mind perceives this as indicating a behavior that warrants perseverance, like a bear enduring the bee-stings because there’s occasionally a stash of honey. And whether as individuals, or as a collective society, that’s how we shift our odds in life.

Image:
Electric City Akihabara in Tokyo, By Tischbeinahe – Own work, CC BY-SA 3.0,
https://commons.wikimedia.org/w/index.php?curid=12746666