Michael A. Covington      Michael A. Covington, Ph.D.
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Ichthys

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Inflation as best I understand it
AI detectors are bunk
Things that would never be written at all
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2026
June
13

The Pope speaks out on AI — and I get fan mail

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I can't brag too much about this piece of fan mail, but it is definitely out of the ordinary. As part of the routine publicity process, my ethics book was sent to the Vatican in April, at a time when they were known to be preparing to make a statement about AI ethics. I don't know if anyone there actually read it, but maybe it came in handy. (They are given books constantly and send out thank-you letters like this.)

The Pope's statement on AI came out in May and is an encyclical titled Magnifica Humanitas. I've written a detailed review of it that will probably be published — I'll let you know the details. In the meantime, the big things to know about it are:

  • It is a sequel to Rerum Novarum, the 1891 encyclical the addressed the Industrial Revolution. In sum, both that encyclical and this one assert that the purpose of industry and automation is to make people better off, not merely to advance industry and automation.
  • The Pope doesn't take a position on whether AI can be conscious, or any other difficult philosophical questions. He addresses ethical issues people were already talking about.
  • There is a lot of careful thinking — which everyone should read — but no big surprises.
  • The only really pointed moral teaching that he issues are that humans must be accountable when AI is used in situations that can harm people, including not only warfare but also access to employment, credit, and the like.

Managers might have been wondering if their Catholic employees would be prohibited or exempted from using AI. No, but like all people of conscience, they are expected to obey the fourth point in my list, about human accountability, and might have to refuse to work on some projects on moral grounds.



De-Trumpization

The rest of today's entries are based on several recent conversations on Facebook and LinkedIn.

A bizarre scene unfolded last night (June 12) at the Kennedy Center in Washington (actually Arlington). A while back, Trump illegally renamed the Center after himself and Kennedy jointly and (legally or not) replaced its governing board. A court ruled that Trump's name had to be taken off it by midnight last night. The responsibility of doing so was in the hands of the Trump-appointed governing board.

The web site dropped the Trump name a few days ago, but as of last night, the big sign that said

THE DONALD J. TRUMP AND
THE JOHN F. KENNEDY MEMORIAL CENTER FOR THE PERFORMING ARTS

was still up, unchanged. People were gathered around it late at night, and several different video services were livestreaming it. Everyone was hoping to photograph, and perhaps cheer, the name TRUMP coming off, which would be an iconic moment in Trump's loss of political power. The first line of the sign, recently added, is supposed to be removed.

There was a rain delay of several hours in the afternoon, but as the midnight deadline approached, the work was definitely not proceeding with haste. A large scaffold was gradually constructed, and for about five minutes before the deadline, workers simply stood on it and faced the crowd.

Latest reports are that the first line of the sign was indeed taken down by 3:30 a.m., but the sign is still wrapped in tarps so nobody can see it.

Besides operational needs, the tarps might actually have been a good idea for the safety of the workers. I wouldn't want some nutcase to attack the worker who took Trump's name off, which means he shouldn't be seen or photographed doing it.

But the lack of effort to meet the deadline struck me as deliberate defiance.



AI gloom (or optimism) as a substitute for religion

Yann LeCun, who headed generative AI for Meta before leaving to pursue other approaches to AI, posted this on LinkedIn:

AI doomerism has all the characteristics of an apocalyptic cult: creation myth, omniscience and control for the enlightened leaders, forbidden knowledge only accessible to the few, salvation for the chosen people, and apocalypse for everyone else.

It fills a "religion-shaped hole" in the minds of people who either left or never belonged to a religious community but are driven to join a mission-driven movement.

He is citing, and basically paraphrasing, this article by Nirit Weiss-Blatt.

That's how I've seen it: secular eschatology. Eschatology is what a religion teaches about the end of the world. Non-religious people still want an eschatology; many seem to want to believe the end is imminent.

There has been one secular eschatology after another. Before AI, it was an environmental catastrophe. Before that, it was starvation due to overpopulation. Before or concurrently with that, it was a nuclear holocaust.

It was good that people cared about these risks and did things to mitigate them. But there were people for whom they had a religious rather than practical quality — "I want to believe the world is doomed."

AI's "existential threat to humanity" is the latest. And have you noticed that we're not hearing as much about it as 2 years ago? Now maybe it's mass starvation due to unemployment, or something like that.



AI detectors are bunk!

There's software that claims to detect whether English prose was written by a human being or by generative AI. There are also folk beliefs like "only AI uses dashes." Nonsense!

I am tired of "AI detectors" being used to either falsely accuse or falsely clear people of cheating. Never mind the deeper question of whether using an AI tool, and checking the output, constitutes cheating. Maybe on a writing exam; not on a task where the writing is simply the end product.

My argument? The statistical properties of generative AI output are exactly like the training set. That's what generative AI matches perfectly! At most, your "AI detector" might find that someone's style is different from the training set, but since you don't know what was in the training set, that's useless.

Now there's some research to back up what I said: Yicheng Sun, Yihan Liao, Xiaoxue Ma, "Trusting AI to detect AI? A systematic evaluation of the reliability and robustness of current AIGC detection tools for student academic work," Computers & Education, Volume 249, 2026, 105616. Click here and note that the paper can be accessed free through many college libraries.

The bottom line? AI detectors don't work. Scientific writing is especially likely to be falsely flagged as AI because scientific writing deliberately uses stock phrases.



Things that would otherwise never be written

Speaking of AI-assisted writing, several people have recently made an important suggestion:

Maybe the best use of AI writing is not to make decent writers into better ones.

Maybe its best use is to get things written that would otherwise never be written at all!

I have two large classes of things in mind: documentation and summaries (from computer programs, industrial plans, bulky records, etc.), and "ghostwriting" for people who have a story to tell, or knowledge to share, and are not up to writing it.

Business executives and politicians often use ghostwriters. They give the ghostwriter the material in disorganized form, through interviews and shorter documents, and the writer makes the whole thing into a cohesive book.

Generative AI can do that.

2026
June
10

Inflation as best I understand it

Picture

Here is today's edition of the inflation chart that I compile, and sometimes share, every month. You can see that we have a sharply rising inflation rate and a long-term average of about 4%, which is higher than policymakers intend.

Cutting to the main point, the current inflation is caused mainly by the petroleum shortage from the war in Iran, and also, I think, by a large amount of deficit spending.

We're going to have a lot of public discussion of inflation, which many people misunderstand. I want to summarize what I know about it, as best I understand it, and invite correction from people who know more economics.

Causes

Inflation has to do with how the supply of money compares to the supply of goods and services. There are five basic causes of inflation (not just one, regardless of whose book you read):

(1) Decrease in the supply of goods and services;
(2) Increase in the demand for goods and services;
(3) Increase in the supply of money;
(4) Decrease in the demand for money;
(5) Inflationary expectations.

Some historic examples of these are:

(1) Any shortage of petroleum or any other widely used goods.
(2) Post-WWII soldiers coming home and wanting houses and cars.
(3) Deficit spending (through borrowing) by government or individuals.
(4) Spending your money before inflation eats it up or opportunities are lost.
(5) Expectation in the 1970s that prices and wages would regularly rise.

Item (3) needs some thought. Borrowing increases the money supply. To take an imaginary example, suppose our government only ever issued $100 in currency, and you got hold of it and deposited it in a bank. The bank could then lend $50 of it to someone else. Now there are 150 dollars, even though only 100 were issued, because your savings account balance is $100 but the other fellow has $50 in his pocket.

Borrowing always works that way, and that's why interest rates, which encourage or discourage lending, are the main thing the Federal Reserve can use to affect the money supply and thus the inflation rate. One huge borrower is of course the federal government, with its deficit, but business and consumer borrowing has the same effect.

Note that this can't be described as "the government printing money." All government spending is financed by revenue or borrowing. And borrowing would increase the money supply even if we were on the gold standard.

Item (4) is one people don't think about, but I think demand for money (unwillingness to spend what you have) is a factor in inflation. The more people are in a hurry to spend, the more easily prices can go up.

Item (5) deserves a section to itself.

Expecting and even benefiting from inflation

We may be entering a long period with inflation high enough that you can't ignore it in everyday life. That's what the 1960s and 1970s were like. Everybody took it for granted that prices would go up, and also (this is important) that wages would gradually go up too.

People felt that they were advancing in their jobs when in fact they were just riding along with inflation. Even poor performers got pay raises, just not quite enough to keep up with inflation; it was a backhanded and painless way to get a pay cut. Some economists felt that this was good for the job market because everybody felt they were making progress, and everybody expected their salary to be readjusted every year, creating worthwhile adjustments.

The big way my parents' generation benefited from inflation was by buying a house with a fixed monthly payment and "growing into" the payment as their salaries rose with inflation. Inflation makes a fixed payment easier and easier as you pay it with, so to speak, smaller dollars.

The problem with inflationary expectations is that they make it harder to bring inflation down. Once people expect it and make plans for it, inflation becomes really entrenched, and long-term plans, such as house purchases, can go wrong if the inflation isn't there!

Greedy shopkeepers?

Some people talk as if inflation were caused by sellers raising prices, and if you could just stop them from doing that, inflation would go away. That is generally not the case. The price of any particular item usually goes up because of increased costs spread widely through the economy. If you impose price controls, you can seldom accomplish anything besides creating shortages.

In particular, retailers have to cover replacement cost. When the hardware store sells you a wrench, they don't just have to make a profit on what they paid for it. They have to make a profit on the one they are ordering to put on their shelf in place of it.

I'm told that a couple of major British academic publishers almost went out of business in the early 1970s because they were selling, e.g. for £2.00, books that had cost £0.75 to print, but printing the next batch of the same book was going to cost £3.00 per copy due to sharp inflation, and they should be selling it for £8 or so. In essence, their wealth was stolen by a warehouse full of books priced at yesterday's prices. But I got some Oxford Classical Texts for only a couple of dollars each...

Some, but not all, sellers are greedy, and some do engage in market-testing. Here's an example. A Kit Kat candy bar that used to cost me $0.79 at Wal-Mart (before COVID) seems to have risen permanently to about $1.50 at Kroger (it may have been a loss leader at Wal-Mart). But the other day, in the Home Depot next door to Kroger, I saw the same candy bar for $3.48, which strikes me as outlandish. Maybe they were looking for "bigger fools" who would pay that price without thinking; maybe people who could charge it to their employer while they were picking up building materials; and maybe people who, using credit and debit cards, were just not paying attention to the amount of money going out.

That last point is important. Be aware of prices even when paying with plastic. In our cashless society, some people are insufficiently aware (maybe all of us are less aware) of the amounts we are spending. In effect, we exert too little demand for money; we aren't stingy enough. About twenty years ago, Starbucks Coffee got nicknamed "fourbucks" because its clientele, early adopters of cashless payment, didn't seem to know how much cheaper coffee could be elsewhere.

Inflation and unemployment

Attempts to control inflation, especially by reducing the money supply, tend to raise unemployment. The reason is, "easy money," which spurs inflation, also spurs business growth. The Federal Reserve System treads a fine line while trying to control inflation without causing mass unemployment.

One detail that many people miss is that unemployment seldom goes much below 4% regardless of how strong the economy is; some people are voluntarily between jobs. During very prosperous times it has often been over 5%. Right now, despite weakness in the economy, it is low, about 4.3%.

On the other hand, the unemployment rate does not measure underemployment, in which people are in less productive jobs than they could be, nor does it count "discouraged workers" who are off the market but would enter it if their opportunities were better.

When the cause of inflation isn't primarily the money supply — such as when it's a petroleum shortage, or reduced production during COVID — then the only real cure is to remove, or get past, the actual problem rather than manipulate something else to compensate for it. Otherwise you're operating on the wrong part of the body, so to speak.

What should the inflation rate be?

You've probably heard that policymakers aim for an inflation rate of about 2% to 2.5%. Why not zero?

Mainly because, if they aimed for 0%, a slight recession would put us into deflation (negative inflation, falling prices and wages across-the-board), which could cause real hardship.

Deflation is hard on anyone in debt because existing debts have to be paid in scarcer dollars. It is hard on retailers because the selling price of the merchandise on their shelves drops below what they've already spent on it.

In short, we don't want deflation, and the only way to stay out of it is to tolerate a little inflation. See Bernanke, Inflation Targeting.

Another argument is that our measure of inflation, the Consumer Price Index, probably reads high because people adjust their lifestyle in response to price changes, so 2% CPI inflation may be very close to zero inflation in real cost of living.

What's an ordinary American to do?

It's not within the ordinary American's power to reopen the Strait of Hormuz, but when we vote, we do influence inflation. A serious problem is that politicians don't understand their own proposals and policies; constituents enthusiastically vote for things that can't work. Another is that elected officials don't do what they said they'd do. As voters, we need to understand that economics is complicated, and policymakers need to be experts or get expert advice. Wishes and promises don't necessarily make things happen.

I have another political concern right now: Heavy-handed efforts to force a change in the economy almost always backfire. When people become too frustrated (or unduly alarmed), they may demand bad policy just because they don't understand how bad it is.

How do we live with inflation? Several ways:

(1) Shop competitively! You don't have to pay higher prices just because people ask for them. Sometimes a price rise is genuinely due to costs, but sometimes it's just someone testing the market.

(2) Pay off debts that have high or variable interest rates.

(3) Don't hurry to pay debts whose interest rate is lower than inflation. For example, if you have a 3% mortgage, it is practically an investment right now.

(4) Don't keep too much money in low-interest accounts. Most banks now offer money-market accounts that pay over 3%; keep your insured savings there.

(5) The stock market outpaces inflation; real estate often greatly outpaces it; but the value of any of these investments can fluctuate.

(6) As a place to keep money securely for a long time, I recommend Series I Savings Bonds, whose interest rate is guaranteed to be higher than the inflation rate, whever it is. (But the yield might be about to go up; I wouldn't buy today; buy when it's definitely better than a money market account at your bank or credit union.)

(7) Don't think of inflation as theft or erosion, but as a shifting scale that you must adapt to.

2026
June
4

The flocculent spiral galaxy M63

Somehow I have been an amateur astrophotographer for 58 years without ever photographing M63, perhaps because it is in the same area of the sky as the well-known galaxy M51, which competes with it for my attention, and which I also need to re-do with newer equipment.

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As you can see, it is a flocculent (fluffy) spiral galaxy with elaborate structure. I need to take a longer exposure and bring out more detail. To the right of M63, past the bright star and to its lower right, are a couple of streaks that are indeed part of M63's complex outlying structure. Many of the faint fuzzy objects in the picture are more distant galaxies, not stars.

This was taken in haste. At this time of year, twilight isn't over until 10:20 p.m. or so, and the moon was due to come up an hour and a half later. I wasted some time troubleshooting network connections between pieces of equipment but managed to take 120 30-second exposures, of which I stacked the best 105. Celestron 8 EdgeHD, Altair 26C camera, in my driveway.

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