Zero-sum economics keeps failing

The biblical story called the Judgement of Solomon isn’t just meant to illustrate what a wise king Solomon was. It’s also supposed to demonstrate a central principle of economics, and of society in general — that the world isn’t a fixed lump of resources waiting to be divided up. In the story, two women are arguing over which one is the real mother of a baby; Solomon proposes to cut the baby in half and give half to each woman, causing the baby’s actual mother to be instantly horrified. The lesson is that a baby is much more than the sum of two halves of a baby.

I feel like modern American leaders and intellectuals often forget this important lesson. There are plenty of thinkers and leaders on both the right and the left who think of society’s main task as slicing up and handing out a lump of “resources”. And yet when they make economic policy based on this idea, it keeps failing.

A prime example is Trump’s immigration crackdown. During the 2024 presidential campaign, Trump and his people swore up and down that kicking millions of illegal immigrants out of the country would result in a bonanza of jobs for the native-born. They probably still believe this. But people are now flowing out of the United States on net, and native-born employment rates haven’t risen:

In fact, native-born unemployment has risen, even as immigrant unemployment has fallen slightly:

Source: Jed Kolko

This isn’t just because immigrant laborers are becoming more scarce, either. In fact, despite Trump’s successful crackdown, the number of jobs held by immigrants actually rose in December, while the number of jobs held by native-born Americans fell:

Source: Jaime Dupree

If the Trump administration had bothered to ask economists, they would have replied that the overwhelming majority of the empirical evidence indicates that immigration — even low-skilled immigration — doesn’t take jobs from Americans. Immigrants also produce goods and services, growing the pie and creating labor demand that helps provide work for native-born workers. But the only economist they seem to have bothered to ask was George Borjas, a man who has spent his life unsuccessfully trying to prove that immigration is bad for America. The new jobs numbers illustrate the failures of Borjas’ zero-sum economics.1

Tariffs are another example. Trump and his people swore that tariffs would bring manufacturing jobs back to America, by reducing foreign competition. But while we do see a few heavily protected industries like steelmaking adding jobs, most manufacturing industries in the U.S. are hemorrhaging workers:

Joe Weisenthal notes how broad the pain in American manufacturing is:

It's not just that total manufacturing employment is shrinking. The number of manufacturing sub-sectors that are adding jobs is rapidly shrinking. Of the 72 different types of manufacturing tracked by the BLS, just 38.2% are still adding jobs. A year ago it was 47.2%.

If the administration had bothered to ask economists, they would have explained that since manufacturing uses a lot of intermediate goods, tariffs hurt American manufacturing more than they help. But the only economist Trump seemed to listen to on the topic was Peter Navarro, who seems to have a lot of gaps in his knowledge about trade.

Zero-sum thinking failed on immigration because the U.S. economy isn’t a lump of labor. It failed on tariffs because the global economy is not a lump of manufacturing.

Now it’s also probably going to fail Trump on geopolitics as well. Trump recently overthrew the leader of Venezuela, and he has made it clear in speeches and statements that one of the reasons he did this was to seize control of the country’s oil. Many of the less thoughtful figures on the right expect this move to deliver a bounty of mineral wealth to the United States:

But whether removing Maduro was the moral thing to do, it’s unlikely to result in significant economic windfalls for the U.S. Oil majors are reluctant to invest, given the ongoing political chaos in Venezuela. In fact, the history of conquering and seizing oil fields for economic gain is not encouraging — witness how the U.S. failed to reap significant benefits from the Iraq War.

Or consider Trump’s desire to conquer Greenland. Simply adding a large chunk of land to America’s map would not mean riches for the U.S. economy. The U.S. already has access to Greenland’s natural resources and shipping routes; conquering the island would simply earn the enmity of both the Europeans and of Greenland’s people themselves. The U.S.’s previous relationship with Greenland was positive-sum and cooperative; switching to zero-sum piracy would not be an improvement.

So far I’ve been talking about the Trump administration. But there are also plenty of people in the progressive movement who think that economic policy should be mainly about redistributing “resources”. For example, many progressives and leftists believe that industrialization happened because European countries stole mineral wealth from other nations; some even think that poor countries are still being kept poor to this day by Europe and the U.S. buying their minerals for artificially low prices.

But as I wrote back in 2023, the former hypothesis is extremely dubious:

Imperialism is very old — the Romans, the Persians, the Mongols, and many other empires all pillaged and plundered plenty of wealth. But despite all of that plunder, no country in the world was getting particularly rich, by modern standards, until the latter half of the 20th century…So the fabulous wealth of the modern day can’t be due to plunder alone

[I]t’s pretty clear that imperialist extraction was neither necessary nor sufficient for a country to get rich. South Korea, Singapore, Sweden, Denmark, Finland, Switzerland, and a number of other countries have gotten rich without ever having colonial empires, while Germany only had a small one for a very short time. Meanwhile, Spain and Portugal, which had vast and highly extractive colonial empires, were economic underperformers for a long time, and are still poorer than much of Europe.

Here’s a good tweet that makes the argument even more succinctly:

And leftists’ argument that poor countries are poor today because America and Europe refuse to pay sufficiently high prices for rocks — is obvious nonsense:

[N]ow, commodity prices are generally set on the world markets…the price of copper Chilean miners get is going to be about the same as the price American or Australian miners get. Rich countries might use dirty tricks to lower the global price of commodities…but they’d have to be willing to hurt their own miners too…And this would also involve screwing over rich countries like Australia that are primarily commodity exporters. Australia is very obviously not a poor country, so if we’re screwing over Australia through suppression of global commodity prices, we’re not doing it very much

The idea that commodity exporters chronically undervalue their currencies also doesn’t fit with the recent history of these countries. Commodity-exporting nations are known for overvaluing their own exchange rates, in order to afford more imports.

With a few small exceptions, countries simply don’t get rich from “resources”; they get rich from reshaping resources into useful goods and services using human ingenuity and hard work.

Closer to home, progressives constantly talk about “resources” — a language that clearly invokes a lump of wealth. And yet progressive policies often end up making cities poorer, by taxing productive businesses to send money to useless but politically well-connected nonprofit groups. The California High Speed Rail Authority has not managed to create any high-speed rail whatsoever despite billions of dollars in spending, but brags about how many jobs that spending has created. It’s all redistribution and no production.

Perhaps in a rich country like America, where the pie grows only slowly and there are lots of opportunities for redistribution, it’s natural for people on both the right and the left to start thinking of the world as a lump of “resources” to be divvied up. But in reality, it’s production that maintains our high standard of living, and which creates the wealth necessary for redistribution to occur. A dangerously large number of Americans seem to have forgotten that.


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The jobs numbers do not PROVE, by themselves, that immigration is benign for native-born American workers. But the mountain of careful causal research showing that immigration doesn’t displace native-born workers is evidence enough.

Tim Kane on my visit to University of Austin

Here is the link, I should add that in addition to my enthusiasm for the students, the faculty also seemed quite good, most of all knowledgeable and open.  I know very little about how the school is run, you might try this short piece from Arnold Kling, who has been visiting there for a week.

Here is an excerpt from Tim:

Tyler made a remark that he didn’t think fighting grade inflation matters very much. I respect his opinion, but I think he’s wrong. And I hope I can change his mind. Here’s why I care so much about it, and why I think a GPA target is the only — literally the only — effective solution. A college cannot fight grade inflation with rhetoric and goals and hand-wringing. Genuine academic rigor requires strong limits on what faculty can do with grades.

Professors everywhere have a large incentive to give higher grades. The situation has inflated asymptotically to the ceiling for 8 decades, particularly at the Ivies…

At University of Austin, all professors have to give an average grade of B.  Here is more from Tim:

Consequences?

  1. More learning. UATX students are focused on learning, not grades.
  2. Less squabbling. Faculty are seeing way fewer ticky-tack arguments over a single point on homework and exams because the students aren’t obsessed with the 4.0 or 3.0 threshholds.
  3. More studying, especially increased follow-through. The incentives for students to care about final exams are stronger (none of this late-term “that grade is already settled, so I am blowing off that final exam” nonsense.)
  4. Less anxiety. I skimmed the grades data for our fall semester and am pretty sure I did not see a single “perfect” grade of 100/100 for any student in any class.

Some of you have asked me what I think of the recent Politico article on University of Austin.  First, I have not been involved in any of the cited disputes, so I cannot speak to their details.  Second, I do not not not speak for the University at all (while I am on the Advisory Board, it is an unpaid position with no authority or fiduciary responsibility and my advice/consultation has been on the AI topic).  But I would make these more general points:

a. If a university decided to be based explicitly on classical liberal perspectives and principles, I would think that is great (not saying what is the best way to describe U. Austin, this is a general observation).  I would however worry that the decision is not sustainable over time at much scale, given the career incentives of so many of the people who will be hired.

b. If that decision to be “classically liberal in orientation” required the administration to set some general principles to try to assure that the faculty at said school did not evolve into being like the faculty almost everywhere else, I would be fine with that.

c. I think such a school, over time, if it stuck to its principles, would end up with more de facto free speech than most other institutions of higher education.

d. I am glad that Notre Dame and Georgetown are Catholic schools, that UC Santa Cruz was founded as a kind of hippie school, that there is Yeshiva, the New School, HBCUs, and so on.  I favor schools being “more different” ideologically in a variety of directions, including those I do not agree with, which of course will cover the majority of cases.  My main objection is that many of the “Catholic” schools for instance are not very Catholic anymore, having been taken over by a kind of rampant general professionalism.  I hope University of Austin avoids that fate.  I should add that I am well aware that the general rise in fixed costs makes such endeavors much harder to sustain these days.  I would like to reverse that general trend, and that is one reason for my interest in online and AI-oriented methods in education.

e. To innovate, more and more schools will have to move away from the old “faculty control” model.  This change is already substantially underway, sans the innovation however.

f. Failure to contextualize is often the greatest “sin” of media articles offering coverage of disputes.

Returning to the University of Austin, right now their entering class is about 100 students, and they offer 35 classes a semester.  It is one floor in an office building, and it is not costing any taxpayer dollars.  It is a tiny, tiny drop in the bucket.  GMU alone has about 40,000 students, and is basically a city.  My Principles class this last fall alone had about 3.5x more students than are in the entire U. Austin.

If you are very upset by whatever is going on at U. Austin, or not going on, or whatever…I would say that is the real story.

The post Tim Kane on my visit to University of Austin appeared first on Marginal REVOLUTION.

       

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January 17, 2026.   LAX Angle Tangle.

This photo, snapped at LAX, shows a segment of that airport’s Tom Bradley Terminal. Now, I’m all for architectural flourish, but this manic convolution of angles makes my head spin. Have you ever seen such a complicated design?

The interior of the Bradley is equally disorienting. Arriving from overseas the other day, we endured an incomprehensible series of ups, downs, lefts, rights, switchbacks and escalators before finally reaching the immigration hall.

This is not unusual. I had a similar experience at Miami a couple of months ago. The journey — and it was very much a journey — from jetway to the passport kiosk was like finding one’s way through a topiary maze. Why? Why are so many airport buildings constructed like this, leaving people to navigate their way through an origami of architectural excess? Is it simply to drive up building costs?

Strikes me that airport terminals should better resemble railway terminals, with a large central hall and offshoots for boarding and deplaning. Organized and simple, with a minimum of twists and turns. Such a blueprint, as many of the grander railway terminals have proven, still provides ample opportunity for the designers to show off.

The post January 17, 2026.   LAX Angle Tangle. appeared first on AskThePilot.com.

China’s Trade Surplus, Part III

Dinosaur age tsunami revealed from tiny chunks of Japanese amber, study  finds | Live Science

Live view of Chinese exports

This is the third entry in a series on China’s immense trade surplus. In a saner world — a world in which the United States weren’t ruled by a madman — this surplus and its disruptive effects would be the biggest issue confronting the global economy. Unfortunately, we must cope with Donald Trump. Thus I paused the third entry in this series by a week to survey the results of a year of Trumponomics.

But regardless of how crazy U.S. policy gets, the challenge of China’s enormous and growing trade surplus isn’t going away. As I wrote in Part I of this series, China has an enormous economy and is relying on its export prowess to make up for its domestic failures. And the political economy that has set China on this path isn’t likely to change any time soon. As I pointed out in Part II, there is a theoretical case for simply buying the cheap stuff China supplies. But in practice China’s massive surplus creates serious problems for the rest of the world, and therefore requires a serious policy response.

“The rest of the world” for this discussion mostly means the United States and Europe, who are the key global economic players outside China. While other nations also have choices to make, only the US and the EU are big enough to influence China’s behavior.

I realize that offering serious policy advice to the current U.S. government is like preaching to baboons: You won’t get heard over the hooting, and even if they did hear, they wouldn’t understand. But these baboons people won’t be in charge forever — at least I hope not. And European policymakers, while often divided and ineffectual, are still compos mentis.

Beyond the paywall, then, I’ll address the following issues:

1. Reprise: Why China’s trade surplus is a problem

2. The case for industrial policy

3. Tariffs versus subsidies

I will discuss which industries should be supported and how — but not today, because this post is already long and I don’t want to overburden everyone.

Reprise: Why China’s trade surplus is a problem

China’s trade surplus, which reached approximately $1.2 trillion in 2025, is, as Donald Trump would say, LIKENOTHING ANYONE HAS SEEN BEFORE. What’s crucial and unprecedented is not the dollar figure; it’s how big that surplus is relative to the world economy. In particular, China’s trade surplus in manufactured goods — exports of manufactures minus imports — is a larger share of world GDP than any country has ever captured in the past:

Manufactured Goods Surpluses

Source: Weilandt, Bauer and Setser

I don’t want to engage in crude mercantilism and portray China’s trade surplus as an unmitigated bad for the rest of the world. China isn’t “stealing” from other countries by selling more than it buys. If anything, China is subsidizing the rest of us by selling us goods cheaply. Also, because the balance of payments always balances, the counterpart of China selling more goods than it buys is China purchasing more overseas assets than it sells. In practice China buys an enormous quantity of U.S. Treasury bills and other safe assets that pay low interest rates — and helps keep those rates low.

As I’ve written before, China is like a store that offers merchandise at highly discounted prices and also offers buy-now-pay-later plans with low financing charges. In effect, China is subsidizing the rest of us.

That said, China’s soaring trade surplus creates three major problems in importing countries.

First, China’s surging exports are economically and socially disruptive. The “China shock” caused by the rapid growth of Chinese exports between the late 1990s and around 2010 eliminated well over a million jobs in the United States, with job losses concentrated in a relatively limited number of communities. In terms of overall US employment, these job losses were offset by job gains in industries not in the path of the Chinese export surge, such as in healthcare. But most of the workers and communities displaced by the China Shock were not able to take advantage of these new opportunities. So while overall U.S. employment and economic growth do not appear to have suffered from Chinese competition, significant numbers of workers and their communities did.

And now we are experiencing another China shock, which is larger than the first.

The second reason that China’s enormous trade surplus is harmful to its trading partners rests on an old argument against completely free trade — the importance of retaining domestic capacity in industries crucial to national security. This concern has much more force now than it did, say, 30 years ago. As Abraham Newman and Henry Farrell have argued, we are living in an age of “weaponized interdependence,” in which governments that have control over economic “chokepoints” — crucial nodes in the world production system — can and do use that control to throttle, or threaten to throttle, geopolitical rivals.

After winning the Cold War, the United States controlled most of these chokepoints. And until Trump II, the U.S. exercised restraint, mostly respecting international agreements and the rule of law. As a result, the targets of weaponized interdependence tended to be rogue states like Iran.

Today, under Trump II, America is looking more and more like a rogue state itself. However, I hold out hope that that won’t last. And, in any case, it’s not the topic of today’s post. The point instead is that massive Chinese trade surpluses threaten to give the Chinese government control of multiple chokepoints. And China is an authoritarian state that can’t be expected to refrain from weaponizing the rest of the world’s dependence on its exports.

For example, China recently used its dominance of rare earth production and especially rare earth processing to put the screws on the United States, Japan and the EU amid trade disputes. In a recent dispute between the Dutch government and China over unauthorized technology transfer, China threatened to disrupt the entire EU automotive industry by withholding critical supplies of semiconductor chips. So it’s entirely reasonable to harbor concerns over allowing China to acquire leverage over chokepoints in the global economy.

Third, there is the risk that China will lock in a long-term advantage in the industries of the future. To illustrate this concern, consider a case of international competition that doesn’t appear related to China: U.S. leadership over Europe in information technology. Last December I showed that it’s not America as a whole that dominates this sector. Rather, that dominance overwhelmingly arises from high-tech clusters in the Bay Area and Seattle, where an early lead has created a self-reinforcing “ecology” of skilled workers and specialized suppliers that makes it very hard for Europe to break in.

China already appears headed for a similar lock on a number of industries, such as solar panels and electric cars, and other industries will follow if massive trade surpluses continue. In that December post I argued that Europe hasn’t suffered from U.S. dominance in information technology because competition within that sector diffuses the benefits and the economic rents earned to consumers. But it seems particularly risky to assume that this will be the case if and when China dominates multiple industries of the future. For example, can we be sure that China won’t embed monitoring capabilities in its information technology – a risk that has been associated with Huawei?

In short, there are very good reasons for other nations to refuse to passively accept China’s huge trade surpluses. However, But this response shouldn’t take the form of crude protectionism. In the next section I will discuss policy options to counter China’s trade surpluses.

The case for industrial policy

There’s a widespread perception that economists have nothing to say about globalization other than “Yay free trade!” In reality, while economists do often act as cheerleaders for free trade, they have also devoted considerable attention to the conditions under which policy should deviate from pure free trade. Equally important, when those conditions are met, economics has a lot to say about how policy should deviate from free trade.

The case for free trade is the same as the general case for letting markets work. If importing a good is cheaper than producing it domestically, then limiting imports and/or subsidizing domestic production is usually a misallocation of resources. That is, those resources could have been used more productively making goods for the domestic market or for export, instead of competing with lower-priced imports. Consequently, government policy shouldn’t try to overrule the market by supporting domestic production against imports unless an industry satisfies a key condition: that maintaining domestic production generates sufficient benefits that aren’t taken into account by markets. If that condition is met, the government should engage in an industrial policy to support that industry.

For example, suppose that the US could cheaply import all its vaccine supplies from China. But in deciding whether to allow the American vaccine production industry to wither, a policymaker would have to take into account the possibility that imports of Chinese vaccines could be cut off and put the country’s health at risk. Hence it would be extremely unwise to allow cheap imported vaccines to undercut and decimate domestic production.

Technologically advanced industries in which there are extensive interdependencies between companies, and in which advances are made as a result of the cumulation of skill and knowledge, also satisfy this condition. Silicon Valley is the most famous example of this kind of industry, in which technology spillovers between companies lead to a self-reinforcing clustering of companies in a given location. The self-reinforcing nature of advanced technology means that it obeys a “winner-take-all” dynamic: once such a cluster takes off, it can be virtually impossible for another set of companies to catch up and compete with it. Thus, the European digital industry was never able to successfully compete with Silicon Valley because it started too late and the EU never engaged in policies to shelter it from American competition.

In the past, particularly when I was a student, trade economists were skeptical of interventionist trade policies based on concerns about national security or disruption of local labor markets. There were good reasons for their skepticism. Patriotism is the last refuge of scoundrels, and there’s a long history of politicians insisting that whatever they want to do is essential for national security. Meanwhile, arguments that we should limit disruption from imports because they disrupt labor markets can turn into arguments for blocking all economic change, which would mean blocking all progress.

But national security concerns, which seemed overblow in the 1980s and 1990s, are unfortunately alarmingly relevant now. There’s a full-scale war raging in Ukraine, while Chinese military action against Taiwan seems all too plausible. I’ve already mentioned the possibility that China, an authoritarian regime that plays a crucial role in many supply chains, might weaponize that position. And given the state of American politics, Europeans have reason to be nervous about their technological and military dependence on the United States.

Moreover, the China shock between the late 1990s and 2010 shows that reducing disruption from trade flows can be a valid policy goal. In principle we shouldn’t single out disruptions due to trade as opposed to disruptions due to technological change. But the fact is that the political economy of trade shocks is different from the political economy of technological shocks. Hectoring people in an effort to change that reality won’t work.

The bottom line is that free trade isn’t an inviolable principle. There are good reasons to intervene to in order to protect some industries from the effects of foreign, and especially Chinese, competition.

Tariffs vs Subsidies

If the goal is to aid an industry, tariffs are almost always the wrong policy tool. Subsidies are almost always a better choice.

The classic work in this field was Max Corden’s 1978 Trade Policy and Economic Welfare, which is still arguably the best one-stop manual for trade policy. I would summarize Corden’s message as being that trade policy should be surgical. What I mean is that if you think you’ve identified a reason markets are getting it wrong, allowing an industry to shrink when it shouldn’t, you should design policy to address the market failure, with as few side effects as possible.

This typically means that subsidies — possibly targeted subsidies that, say, promote employment — are almost always a better policy than tariffs. For while tariff protection may help a domestic industry facing import competition, it also raises prices for consumers. Furthermore, if the targeted imports are “intermediate goods” — inputs into the production process, like steel – tariffs will raise the cost of production for the final good. Hence Trump’s tariffs on steel imports have raised the cost of domestic production of autos.

That last issue — the effects of tariffs on production costs — is far more important today than it was in the past, because of the rise of global supply chains in which production of many goods is a multi-stage process, with the different stages often taking place in different countries. Approximately half of U.S. imports are intermediate goods, some of which — like steel and many products made from copper — now face high tariffs. The way these tariffs have raised production costs is one of the reasons manufacturing employment, which Trump’s tariffs were supposed to boost, has steadily declined since last spring.

Subsidies, which don’t raise prices, avoid this kind of collateral damage. If you say that subsidies to preserve an industry would cost too much, you’re really saying that the industry isn’t worth saving. Why? Because a tariff actually costs morethan a subsidy that achieves the same results, once you take the adverse effects on consumers and downstream industries into account.

According to standard trade policy analysis, the one circumstance under which tariffs are the right policy is when a nation has market power, so that exporting countries absorb a substantial part of the cost of a tariff by reducing their prices. Of course, Trump constantly asserts that foreigners are paying his tariffs. But data on import prices — the prices the U.S. pays for imported goods, not including tariffs — don’t show them falling significantly after tariffs went way up in April:

A graph showing the growth of a stock market

AI-generated content may be incorrect.

OK, I’d add a couple of additional circumstances under which tariffs or tariff-like policies might be justified. These are my personal views, not what the economics literature says. First, if you’re faced with a sudden import surge, tariffs are quicker to implement than subsidies, both because they’re administratively simpler and because in some cases U.S. law allows the executive to impose them without waiting for legislation. Yes, Trump has massively abused that privilege, but it was there for a reason.

Second, sometimes tariffs or tariff-like policies are necessary for political reasons. Biden’s Inflation Reduction Act mainly consisted of subsidies for green energy, which was extremely justified given both the threat of climate change and the fact that green technologies may well qualify as an industry of the future that will belong to China if we allow the Chinese to lock in their advantage. But these subsidies came with buy-American provisions, which free traders decried as a form of protectionism similar to tariffs — which they were. Other things being the same, the IRA would have been better without those provisions — but without those provisions it would never have passed Congress.

These caveats aside, the response to China’s trade surplus should mainly involve subsidies and other support for industries the West wants to keep, not tariffs.

The next question, clearly, is which industries should be supported. But answering that question would make this already long, hard post even longer. So for now let me lay out some criteria, then return to the topic in a future post.

A necessary condition for supporting an industry is that it be an example of at least one of the three basic reasons I gave that China’s burgeoning surplus is a problem. That is, it must be an industry in which a rapid decline would be strongly disruptive to workers; or an industry where retaining a strong domestic presence is crucial for national security; or an industry that may be key to the economic future.

Which industries appear to meet that criterion? To be continued …

The Stupidest Trump Move So Far

Donald Trump has many weird obsessions, but his fixation on acquiring Greenland may be the weirdest. Alas, it’s also consequential. European nations are taking it seriously enough that they have sent military forces into Greenland — not exactly to fight off an invasion, but to serve as a tripwire that would mean that U.S. forces trying to seize the island would have to open fire on allies. This would be an awesome act, and also an order that the U.S. military might (and should) disobey.

So Trump is making his all-purpose response:

Some quick thoughts, in no particular order:

· European deterrence has worked. This is basically a howl of frustration on the part of a mad dictator who has just realized that he can’t send in the Marines

· A tariff to promote territorial expansion is clearly illegal, under any sane interpretation of U.S. trade law. This is on the Supreme Court, which is obviously dithering while the world burns

· Trump thinks, or at least wants to believe, that tariffs are a Veg-O-Matic policy that can accomplish all goals. They slice! They dice! They eliminate budget deficits! They reindustrialize! They intimidate foreigners!

· These are nations that allegedly made trade deals with Trump. They’ve just learned what they should have known from the beginning: a deal with Trump lasts until he feels like breaking it

· Greenland? We’re going to demolish what’s left of our credibility for Greenland?

MUSICAL CODA

Quoting Jeremy Daer

[On agents using CLI tools in place of REST APIs] To save on context window, yes, but moreso to improve accuracy and success rate when multiple tool calls are involved, particularly when calls must be correctly chained e.g. for pagination, rate-limit backoff, and recognizing authentication failures.

Other major factor: which models can wield the skill? Using the CLI lowers the bar so cheap, fast models (gpt-5-nano, haiku-4.5) can reliably succeed. Using the raw APl is something only the costly "strong" models (gpt-5.2, opus-4.5) can manage, and it squeezes a ton of thinking/reasoning out of them, which means multiple turns/iterations, which means accumulating a ton of context, which means burning loads of expensive tokens. For one-off API requests and ad hoc usage driven by a developer, this is reasonable and even helpful, but for an autonomous agent doing repetitive work, it's a disaster.

Jeremy Daer, 37signals

Tags: prompt-engineering, skills, generative-ai, 37-signals, ai, llms

Copyright transfer clause: blacklisted countries

Here's something I hadn't encountered before, in the copyright transfer form of a prominent international transplant journal:

"6. TRADE COMPLIANCE: Each author warrants that if the author, any of the author’s coauthors or any other individual whose content is included in the Work resides in Iran, Cuba, Syria, North Korea, Crimea, the Donetsk People’s Republic (DNR) or the Luhansk People’s Republic (LNR) regions of the Ukraine, the Work has been prepared in a personal, academic, or research capacity and not as an official representative or otherwise on behalf of the relevant government" 

Happy Birthday to the (Second) Greatest Album of All Time

New Day Rising

 

IT WAS DECEMBER 30th, 1984, and Hüsker Dü were in from Minnesota again. They’d just wrapped up a show at a small auditorium in Concord, Massachusetts, and a small group of us were backstage talking to guitarist Bob Mould and drummer Grant Hart — the band’s co-vocalists and songwriters. A brand new album was due to hit the stores in only a week or two, and we all wanted to know: what was it going to sound like?

Zen Arcade had come out that past summer, and the indie rock world was still trying to absorb it. “Experimental” isn’t quite the right word, but Zen had played fast and loose with the boundaries of what punk rock, for lack of a better term, was supposed to sound like, bringing in acoustic guitar, piano, and a range of psychedelic effects. The upcoming project, it stood to reason, would take things ever further, would it not? Somebody — maybe it was me — brought this up.

“No way!” laughed Hart.

“Not at all,” added Mould. “This album is more like Land Speed Record than Zen Arcade!”

Land Speed, from way back in 1981, was a thrashy collection of hardcore songs played at nearly supersonic speed. Mould was being tongue-in-cheek — the album wouldn’t sound anything like Land Speed — but just the same he was dropping a hint: this wouldn’t be a record for the squeamish.

It was called New Day Rising — a remarkable fifteen-song LP that would wake the country from its winter freeze in January of ’85. There is nothing subtle or subdued about this album. There are no touchy-feely instrumentals, no acoustic time-outs — enjoyable as those things were on Zen. Sure, the melodies and catchy choruses are there beneath it all, in typical Hüsker fashion, but New Day Rising is power from start to finish; forty fearless minutes of ferocious exuberance.

I’m not going to argue that Zen Arcade isn’t the better or more important album. It’s all the things the pundits have called it from the start: monumental, groundbreaking, a reevaluation of everything we thought punk rock could or should be. It’s a masterpiece. But almost too much of one, moody and broody at times, and a little too — what’s the way to put it? — serious. New Day is the brasher and looser album, with Mould and Hart clearing out the pipes, with nothing left to prove and absolutely hitting their strides. It is, if nothing else, the most supremely confident-sounding album of all time.

And it’s made all the more so through a daring, some might say controversial sound mix. There’s a very particular sound to this album — a treble-heavy mix that is like nothing before or since, in which every song is enveloped in a fuzzy, fizzing, needles-pegged curtain of sound. Many people — including the band members themselves, reportedly — have always rued this peculiar mix, but to me it’s the ideal vehicle for the group’s sound. Here is the “Hüsker buzz,” as I call it, naked and cranked to eleven. (What I wouldn’t give to hear some of the cuts from Zen Arcade or Flip Your Wig remixed like this.) The style is “hot” in soundboard lingo, but to me it has a crystalline, sub-zero quality: it sounds like ice. The songs are as melodically solid as any top-40 hits of the time, but all whipped up in a great Minnesota blizzard.

Greg Norton, Grant Hart, and Bob Mould, in 1984.
Photo by Naomi Petersen.

First time listeners will know exactly what I mean within the first ten seconds of the title cut. “New Day Rising,” the song, begins with a lead-in of anxious drumming — Hart pounding away, as if to say “Let’s this this fucking thing started!” — and then comes the crescendo, a guitar-blast washing over you in a huge squalling wave: equally furious and melodic; chaotic yet strangely orchestral. It’s a breathtaking opening and the perfect pace-setter for the rest of the record. (Robert “Addicted to Love” Palmer once found it a compelling enough song to cover.)

Next up Hart’s “Girl Who Lives on Heaven Hill.” There’s something sour and vaguely out of tune about this song that for years I could never get past. Until one day it hit me: it’s supposed to be like that. Hart takes the all the nicety and sing-songy pleasures of “It’s Not Funny Anymore” or “Pink Turns to Blue” — songs that are almost too easy to like — and twists and bends and sets fire to it. Then, between the second and third stanzas, Mould comes in with a guitar solo that tears the rest of it — along with your eardrums — to pieces. It’s a haunting, mesmerizing, and a little bit frightening three minutes.

The third cut is Mould’s “I Apologize.” This is arguably the best song he ever wrote, perhaps outclassed only by the “Eight Miles High” cover, or “Chartered Trips” from side one of Zen Arcade. Here is the song Green Day and its ilk only wish they could have made: poppy and powerful, but without the slightest hint of heavy metal pretension. And is it just me, or you can you almost hear Michael Stipe singing this one? The chorus is uncannily infectious in the style of old REM songs of the same era. It’s as if you took a song like “South Central Rain” and split every atom of it: all that sweet Georgia lilac exploded into a sort of nuclear ice storm. (Putting Hüsker Dü and REM in the same sentence might seem incongruous, but it’s not by accident that they once toured together.)  Listen to “I Apologize” here. Don’t skip the final fifteen seconds, and play it loud.

Further along is one of the great sleepers in the Hüsker Dü canon: Mould’s “Perfect Example.” This is the record’s only true “slow” moment — the band’s idea of a tearjerker. It closes out side one, sung by Mould in a kind of passive-aggressive whisper, with Hart (barefoot no doubt, as he always played) double-thumping the bass drum in perfect synchronicity to a human heartbeat. The song clashes to a close on the word “perfect.” Had the album ended right there, already it’d be a classic. Except that’s only the first side.

Although only two of the cuts are his, Grant Hart effectively owns side two. This is by virtue of “Terms of Psychic Warfare” and “Books About UFOs,” both of which are unforgettable. Listen to “Terms of Psychic Warfare” here, with its signature bass riff and beautifully cascading vocals.

The better one, though, is “Books About UFO.” Equal parts deafening, frenetic, melodic and catchy, the track is backed with piano. From any other band, in any other context, this effect would probably sound gimmicky. Not so here. Indeed, it’s almost as if this song were written for piano from the start. “For all the speed and clamor of their music,” the music journalist Michael Azerrad once wrote, “Hüsker Dü was perhaps the first post-hardcore band of its generation to write songs that could withstand the classic acid test of being played on acoustic guitar.” That’s an excellent point, but the heck with that, I want to hear Grant playing an all piano version of “Books About UFOs.”

“I’d also recorded a slide guitar on ‘Girl Who lives on Heaven Hill,'” Grant Hart remembers. “But when I showed up after that session, Spot [the album’s co-engineer] and Bob issued an ultimatum: either the piano goes from ‘UFOs’ or the guitar goes from ‘Heaven Hill.’ After stating my case, which was ‘what does one have to do with the other?’ I relented and said if one had to go, let it be the slide guitar.

Probably the right decision. “UFOs” is one of the most furiously pretty, and downright interesting songs you’ll ever hear.

Norton, Hart, and Mould.
Photo by Daniel Corrigan.

To the end, Hart, who passed away in 2016, held some strong resentment against the way Spot, who’d been sent to Minneapolis from Los Angeles by SST Records to oversee the project, handled his duties. Spot shared the engineering tasks with the band members and their longtime collaborator Steve Fjelstad, but as Hart once explained it, “SST decided that we were not to be the masters of our own destiny, and sent Spot to babysit/spy/sabotage our record. He did not give Steve Fjelstad the respect he deserved, treating him as an assistant.””Another thing I remember,” said Hart, “was not being allowed to make my own choices as far as re-doing vocals that I thought I could better. On ‘Heaven Hill’ you could hear the sound of some lumber, that had in been in the booth during remodeling, falling to the floor!”

Well, all of that aside, it’s tough to have too much issue with the finished product.

The album comes to an end with the charging, spiraling, sonic immolation of Bob Mould’s “Plans I Make.” Fasten your seatbelts for this one. It’s not the jammy, psychedelic marathon of “Reoccurring Dreams,” the 14-minute instrumental that closes Zen Arcade, but it’s a wringer, an earsplitter that, when it finally crunches to its conclusion, leaves the listener with no choice but to sit spellbound for a time.

If it seems like only yesterday that I was writing about the 30th anniversary of Zen Arcade, which had been released in June of 1984. It’s fascinating testament to Hüsker Dü’s talent and tireless work ethic that two such brilliant albums could have been released within a mere seven months of each other. And these were bookended, I should add, by two other highly impressive records — Metal Circus and Flip Your Wig, from October of ’83 and September of ’85 respectively. A spectacular four-record punch in a span of under two years.

And if forced to choose, I’d say New Day Rising sits the pinnacle of that run. This is Hüsker Dü at the very apex of its career, and one of the finest moments in the whole history of what used to be called underground rock.

Meanwhile, unless I’ve missed something, none of the big music magazines or websites gave New Day so much as a mention on its 20th, 15th, or 30th birthdays. For that matter, do younger music fans have any sense of what the 1980s truly were like? This was the richest and most innovative period in the whole history of independent music, but rarely is it acknowledged as such. As popular culture has it, serious rock music skipped the 80s entirely. When pundits do take the decade seriously, we tend to see the same names over and over. It’s both frustrating and unjustified that Hüsker Dü never developed the same posthumous cachet that others of their era did. Like the Replacements, for example, or Sonic Youth. Hüsker Dü could run circles around either of those two, but never became “cool” in quite the same way.

I suppose it’s due to a total absence of what you might call sex appeal? To say that Hüsker Dü never cultivated any sort of image, in the usual manner of rock bands, is putting it mildly. For one, they never looked the part. These were big, sweaty, chain-smoking guys who, it often seemed, hadn’t shaved or showered in a while. Norton, trimmest and most dapper of the threesome, wore a handlebar mustache many years before such things were trendy among hipsters. It wasn’t cool; it was odd. And not until their eighth and final album that the band include a photo of itself on an album cover (the scratched-out images on Zen Arcade notwithstanding).

This modesty, for lack of a better description, was for some of us a part of what made Hüsker Dü so special. But it has hurt them, I think, in the long run.

The idea that the Replacements (much as I loved their debut album, which I consider the best garage-rock record of all time, and which includes a shout-out called “Somethin’to Dü”) were in any way a better or more influential band than Hüsker Dü is too absurd to entertain. Meanwhile the beatification of Sonic Youth, maybe the most overrated outfit of the last forty years, goes on and on. Not long ago Kim Gordon got a profile in the New Yorker. I’m still waiting for one of the writers there to devote a story to Bob Mould.

Or better yet, to Grant Hart. Twenty-five years, more or less, that’s how long it took me, to realize that it was Grant, not Bob, who was the more indispensable songwriter and who leaves the richer legacy. In the old days it was trendy to claim that Grant was the real genius behind Hüsker Dü. You’d be at a party and some asshole would say, “Those guys would be nothing without that drummer.” I’d always scoff that off. The mechanics of the band, for one, made it difficult to accept: Grant was the drummer, after all, and drummers are never the stars. And there was Bob, right at the front of the stage with that iconic Flying-V. But those assholes were on to something.

That shouldn’t be an insult to Mould. Not any more than saying Lennon was a better songwriter than McCartney. Both were brilliant. But when I flip through the Hüsker canon, I can’t help giving Hart the edge. There’s a soulfulness to his songs sets them apart. They’re not necessarily “better” so much as they resonate in a different and deeper way. On New Day Rising, Mould gave us “I Apologize” and “Celebrated Summer.” But Hart gave us “Terms of Psychic Warfare” and “Books About UFOs.” On earlier records it was “It’s Not Funny Anymore,” “Diane,” “Pink Turns to Blue,” the list goes on. Hart’s “She’s a Woman (And Now He is a Man”) from the often intolerable Warehouse album is, to me, a classic sleeper and the most under-appreciated Hüsker song of them all.

His solo work, too, was at least as robust as that of Mould. Songs like “The Main” and “The Last Days of Pompeii” are as good or better than anything Mould has given us post-Hüsker. But while Mould went on to some notoriety and commercial success, Hart labored in comparative obscurity. This was always irritating and unfair.

But Grant, maybe, was all right with this. “I have always based my movements on those of fugitives or criminals,” he once said to me. “The less attention you attract, the freer you remain! I wish to be an artist, not a celebrity.”

 

Related Story:
Now and Zen. The Greatest Album of All Time Turns 40

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When did Argentina lose its way?

From a new paper by Ariel Coremberg and Emilio Ocampo:

This paper challenges the increasingly popular view that Argentina’s economy performed relatively well under the corporatist import substitution industrialization (CISI) regime until the mid-1970s, and that its much-debated decline began only after 1975. Instead, it advances the alternative hypothesis that although real GDP per capita growth during this period was high by Argentina’s historical standards, it was low relative to the rest of the world, to typical comparator countries, and to what was achievable given the country’s factor endowments and investment levels. Distortions in relative prices and systemic capital misallocation generated significant inefficiencies that constrained economic dynamism and limited productivity gains. We support this hypothesis using a range of empirical methodologies—including comparative GDP per capita ratios, convergence analysis, growth accounting, and cyclical peak-to-peak analysis— complemented by historical interpretation. Although post-1955 modifications to the CISI regime temporarily improved performance, by the early 1970s it had exhausted its capacity to sustain growth. The prolonged stagnation that followed the 1975 crisis can be explained by the inability of successive governments to overcome the resistance of entrenched interest groups and thus complete the transition to an open market economy. Abrupt regime reversals fostered social conflict, political instability, and macroeconomic uncertainty, all of which undermined the sustained productivity gains required for long-term growth.

Via the excellent Samir Varma.

The post When did Argentina lose its way? appeared first on Marginal REVOLUTION.

       

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Apollo 14: A View from Antares

Apollo 14's Lunar Module Antares Apollo 14's Lunar Module Antares


January 16, 2026

Well, President Donald J. Trump finally has his Nobel Peace Prize. Yesterday, in a visit to the White House, Venezuela opposition leader María Corina Machado presented Trump with the Nobel Peace Prize medal the Norwegian Nobel Committee awarded to her in October 2025. Although the medal commemorating the prize can change hands, the committee and the Norwegian Nobel Institute have made it clear that “[o]nce a Nobel Prize is announced, it cannot be revoked, shared, or transferred to others.”

Asked today why he would want someone else’s Nobel Prize, he answered: “Well, she offered it to me. I thought it was very nice. She said, ‘You know, you’ve ended eight wars and nobody deserves this prize more than—in history—than you do.’ I thought it was a very nice gesture. And by the way, I think she’s a very fine woman, and we’ll be talking again.”

With all its members dressed in dark blue suits and red ties—Trump’s usual garb—the Florida Panthers hockey team presented Trump yesterday with a jersey bearing his name and the number 47, two championship rings, and a golden hockey stick. At the ceremony, Trump looked over at the gifts laid out beside the podium at which he was speaking, and told the audience: “I heard they have a little surprise. Ooh, that looks nice. I hope it’s the stick and not just the shirt. That stick looks beautiful. That looks beautiful. Maybe I get both, who the hell knows. I’m president, I’ll just take ‘em.”

And then, of course, Trump says he wants Greenland, a resource-rich autonomous island that is part of the Kingdom of Denmark. In a January 8, 2026, piece in the New Yorker, Susan Glasser noted that Trump dumbfounded his advisors in 2018 by suggesting a trade of Puerto Rico for Greenland and, in the fall of 2021, told Glasser and her husband, journalist Peter Baker, that he wanted Greenland as a piece of real estate.

“I’m in real estate,” he told them. “I look at a corner, I say, ‘I gotta get that store for the building that I’m building,’ et cetera. You know, it’s not that different. I love maps. And I always said, ‘Look at the size of this, it’s massive, and that should be part of the United States.’ ” He added, “It’s not different from a real-estate deal. It’s just a little bit larger, to put it mildly.” (Observers note that map projections often either minimize or exaggerate the true size of Greenland: it’s about three times the size of Texas.)

Trump announced his designs on Greenland as soon as he took office the second time, but talk about it quieted down until the administration attacked Venezuela and successfully extracted Venezuelan president Nicolás Maduro and his wife Cilia Flores. Then Trump turned back to his earlier demands.

Those threats against Greenland and therefore Denmark, a founding member of the defensive North Atlantic Treaty Organization (NATO), directly attack the organization that has underpinned the rules-based international order that has helped to stabilize the world since World War II. As NATO allies, Greenland and the United States have always cooperated on defense matters—indeed, the U.S. Pituffik Space Base is operating in Greenland currently.

In an interview with New York Times reporters on January 7, Trump explained that he wants not simply to work with Greenland, as the U.S. has done successfully for decades, but to own it. “Ownership is very important,” he told David E. Sanger.

“Why is ownership important here?” Sanger asked.

“Because that’s what I feel is psychologically needed for success,” Trump answered. “I think that ownership gives you a thing that you can’t do, whether you’re talking about a lease or a treaty. Ownership gives you things and elements that you can’t get from just signing a document, that you can have a base.”

Katie Rogers asked: “Psychologically important to you or to the United States?”

Trump answered: “Psychologically important for me. Now, maybe another president would feel differently, but so far I’ve been right about everything.”

In a different part of the interview, Rogers asked Trump: “Do you see any checks on your power on the world stage? Is there anything that could stop you if you wanted to?” Trump answered: “Yeah, there is one thing. My own morality. My own mind. It’s the only thing that can stop me, and that’s very good.”

“Not international law?” asked Zolan Kanno-Youngs. “I don’t need international law,” Trump answered. “I’m not looking to hurt people. I’m not looking to kill people. I’ve ended—remember this, I’ve ended eight wars. Nobody else has ever done that. I’ve ended eight wars and didn’t get the Nobel Peace Prize. Pretty amazing.” After more discussion of his fantasy that he has ended eight wars,” Kanno-Youngs followed up: “But do you feel your administration needs to abide by international law on the global stage?”

“Yeah, I do,” Trump said. “You know, I do, but it depends what your definition of international law is.”

In The Atlantic, national security scholar Tom Nichols noted that Trump’s determination to seize Greenland from Denmark, a country with which the U.S. has been allied for more than two centuries, is “extraordinarily dangerous.” Nichols suggests that Trump might simply declare the U.S. owns Greenland and then dare anyone to disagree (much as he declared he won the 2020 presidential election). That could create a disastrous series of events that would “incinerate the NATO alliance.”

With that collapse, Russian president Vladimir Putin might well begin attacking other NATO members, particularly Estonia, Latvia, and Lithuania (which together, Nichols notes, are about the size of Wisconsin.) If other NATO allies come to their aid, Europe would be at war, and “U.S. forces, like it or not, would find themselves in the middle of this bedlam.” Many of the countries are nuclear powers, and the chances of a “cataclysmic mistake or miscalculation” would grow greater every day. Meanwhile, China might reach for Taiwan, and South Korea and Japan would need to plan for the end of U.S. strategic power, likely with nuclear arms.

Trump is courting peril, Nichols writes. His obsessions “could lead not only to the collapse of [Americans’] standard of living but present a real danger to their lives, no matter where they live.”

Nichols’s concerns are not isolated. They echo those of Danish prime minister Mette Frederiksen, who warned that the U.S. seizure of Greenland would mean “the end of NATO.” Defense commissioner for the European Union Andrius Kubilius agreed.

And yet, on social media on Wednesday, Trump denied that his actions could hurt NATO. “Militarily, without the vast power of the United States,” his social media account posted, “NATO would not be an effective force or deterrent—Not even close! They know that, and so do I. NATO becomes far more formidable and effective with Greenland in the hands of the UNITED STATES.”

Later in the day, Danish foreign minister Lars Løkke Rasmussen and Greenlandic foreign minister Vivian Motzfeldt met with Secretary of State Marco Rubio and Vice President J.D. Vance, but the meeting left “fundamental disagreements” among the parties after Trump reiterated his conviction that the U.S. “really need[s]” Greenland.

Also on Wednesday, Canada, Denmark, Finland, France, the Netherlands, Germany, and Sweden launched “Operation Arctic Endurance,” increasing their military presence in Greenland in order, as Germany’s defense ministry said, “to support Denmark in ensuring security in the region.”

An attack on Greenland is wildly unpopular in the United States. A Reuters/Ipsos poll from earlier this week found that just 17% of Americans approve of the U.S. efforts to acquire Greenland. Only 4% think it’s a good idea to take Greenland using military force. When asked about that poll on Wednesday, Trump called it “fake.” Bipartisan groups in Congress have tried to prevent any attack on Greenland by introducing measures that require congressional approval of such an attack, that prevent military action against NATO members, and that prohibit the use of federal funds for any invasion of a NATO member state or NATO-protected territory.

Democrats are outraged about Trump’s threats to undermine the entire post–World War II rules-based international order, and they note that Americans want lower health care costs and cheaper groceries, not Greenland.

Today eleven U.S. lawmakers, led by Senator Chris Coons (D-DE), are in Denmark, where they met with Danish prime minister Frederiksen and Greenland’s prime minister Jens-Frederik Nielsen. Nine Democrats and two Republicans sought to “lower the temperature” by assuring Denmark that the U.S. would not try to seize Greenland. Coons thanked the delegation’s hosts for “225 years of being a good and trusted ally and partner.”

Republican senator Lisa Murkowski of Alaska told reporters that “support in Congress to acquire Greenland in any way is not there.” Her suggestion reflects the comment of Senate Armed Services Committee chair Roger Wicker (R-MS) after he met with the Danish envoys in Washington, D.C., on Wednesday. Wicker later said: “I think it has been made clear from our Danish friends and our friends in Greenland that that future does not include a negotiation” for the acquisition.

Representative Don Bacon (R-NE) went further, telling Wolf Blitzer of CNN that an attack on Greenland will lead to impeachment regardless of who is in control of Congress after the midterm elections.

“You don’t threaten a NATO ally. They’ve been a great ally. We’ve had bases on there since World War II. Denmark has fought with us—by our side—in Iraq and Afghanistan. So I feel it’s incumbent on folks like me to speak up and say these threats and bullying of an ally are wrong. And just on the weird chance he’s serious about invading Greenland, I want to let him know it will probably be the end of his presidency. Most Republicans know this is immoral and wrong, and we’re going to stand up against it…. I think it would lead to impeachment. Invading an ally…is a high crime and a misdemeanor.”

Notes:

https://www.cnbc.com/2026/01/16/trump-machado-norway-.html

https://www.newsbeep.com/us-fl/119983/

https://www.nytimes.com/2026/01/14/us/politics/congress-trump-spending-cuts.html

https://www.nbcnews.com/world/greenland/trump-greenland-denmark-military-threat-congress-delegation-rcna254379

https://www.nytimes.com/2026/01/11/us/politics/trump-interview-transcript.html

https://people.com/donald-trump-wants-ownership-greenland-psychologically-important-11883940

https://www.usatoday.com/story/news/world/2026/01/14/greenland-size-map/88179085007/

https://www.newyorker.com/news/letter-from-trumps-washington/why-donald-trump-wants-greenland-and-everything-else

https://www.reuters.com/world/europe/just-one-five-americans-support-trumps-efforts-acquire-greenland-reutersipsos-2026-01-14/

https://www.reuters.com/world/us-lawmakers-arrive-copenhagen-counter-trumps-greenland-threats-2026-01-16

https://www.reuters.com/world/us/five-takeaways-reuters-interview-president-trump-2026-01-15/

https://www.politico.eu/article/denmark-allies-boost-greenland-military-presence-donald-trump-ramps-up-pressure/

https://www.theatlantic.com/ideas/2026/01/trump-greenland-risk-global-conflict/685616/

https://6abc.com/post/sen-coons-leads-delegation-effort-calm-tensions-greenland/18417100/

https://abcnews.go.com/Politics/vance-rubio-set-meet-danish-officials-amid-trumps/story?id=129169613

https://www.nytimes.com/2026/01/16/us/politics/trump-greenland-denmark-lawmakers.html

https://www.politico.com/live-updates/2026/01/15/congress/bipartisan-bill-targets-trumps-greenland-talk-00730427

https://www.politico.com/live-updates/2026/01/12/congress/house-lawmakers-introduce-bipartisan-nato-bill-00723206

https://crow.house.gov/media/press-releases/crow-introduces-bipartisan-legislation-to-prohibit-us-invasion-of-nato-member-states

https://www.cnn.com/2026/01/15/world/europe-troops-greenland-trump-nato-intl-hnk

Bluesky:

atrupar.com/post/3mcijddo53f25

atrupar.com/post/3mckrjxydvv2q

atrupar.com/post/3mcklu2f7to2g

atrupar.com/post/3mciketarv525

whitehouse.senate.gov/post/3mckytfdq2c2t

baldwin.senate.gov/post/3mcbellf6ps2z

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January 17, 2026

After the extraordinary pushback on President Donald J. Trump’s bizarre demand for Greenland, he has responded with what economist Paul Krugman called “a howl of frustration on the part of a mad dictator who has just realized that he can’t send in the Marines.”

In a long screed this morning, Trump’s social media account said the president is placing tariffs of 10% on all goods from the countries currently protecting Greenland after February 1, and that the tariffs will increase to 25% on June 1. The post says the tariffs will be in effect “until such time as a Deal is reached for the Complete and Total purchase of Greenland.”

This post is bonkers on many levels. On the most basic: where is he thinking he’s going to find the money for “the complete and total purchase of Greenland?” And besides, the countries involved—Denmark, Finland, France, Germany, the Netherlands, Norway, Sweden, and the United Kingdom—are all U.S. allies. Economist Justin Wolfers notes this trade war will include the entire European Union, for “[a] trade war with one EU country is a trade war with the entire EU.”

The post also makes explicit that Trump is trying to use tariffs not to nurture the American economy but to force other countries to do his bidding. The question of whether his tariff wars are constitutional because they address what he claims is an economic emergency is currently before the Supreme Court. Two lower courts have found that the president does not have the power to levy the sweeping tariffs he has been announcing. Today’s tariff announcement does not refer at all to economic need but rather is about economic coercion.

Finally, in its insistence that only the U.S. can “protect” Greenland, the screed echoed Russian president Vladimir Putin’s promises to “protect” Ukraine. Ignoring the reality that Greenland is part of the North Atlantic Treaty Organization (NATO), the world’s strongest defense alliance, it said that Greenland and Denmark, of which Greenland is a part, “currently have two dogsleds as protection, one added recently.” It also added that the protection Trump insists only U.S. ownership of Greenland can provide might also include “the possible protection of Canada.”

As huge demonstrations of solidarity broke out today in Copenhagen and Nuuk, the capitals of Denmark and Greenland, respectively, both the European Council, made up of the heads of state or governments in the European Union, and the European Commission, the primary executive branch of the European Union, weighed in on Trump’s threats.

President of the European Council António Costa and President of the European Commission Ursula von der Leyen issued a joint statement, underlining that “[t]erritorial integrity and sovereignty are fundamental principles of international law. They are essential for Europe and for the international community as a whole.” The two leaders reiterated that they are committed both to dialogue with the U.S. and to standing firm behind Denmark and the people of Greenland.

“Tariffs would undermine transatlantic relations and risk a dangerous downward spiral,” they wrote. “Europe will remain united, coordinated, and committed to upholding its sovereignty.”

The European Union High Representative for Foreign Affairs and Security Policy, Kaja Kallas—the EU’s chief diplomat—wrote: “China and Russia must be having a field day. They are the ones who benefit from divisions among Allies. If Greenland’s security is at risk, we can address this inside NATO. Tariffs risk making Europe and the United States poorer and undermine our shared prosperity.”

Representatives from the twenty-seven countries in the European Union are holding an emergency meeting tomorrow.

Meanwhile, lawmakers in the EU say they will not ratify a new trade agreement the European Commission and Trump signed last July. Some lawmakers are talking about using a trade “bazooka” against the U.S., a range of measures outlined in the E.U.’s Anti-Coercion Instrument that punish trade rivals trying to coerce the E.U. Those include trade restrictions and restricting investment in the E.U.

Meanwhile, Reuters reported today that Trump appears to be trying to set up his own organization to rival the United Nations. The administration has sent letters to leaders from several countries inviting them to be part of a “Board of Peace” led by the U.S. The board would first tackle the crisis in Gaza and then go on to take on other crises around the world.

Bloomberg reported today that the draft charter for the proposed organization makes Trump the board’s first chair and gives him the power to choose a successor. He would decide what countries can be members. Each member state would get one vote in the organization, but the chair would have to approve all decisions. The draft says that each member state has a term of no more than three years unless the chair renews it, but that limit doesn’t apply to any member states “that contribute more than USD $1,000,000,000 in cash funds to the Board of Peace within the first year of the Charter’s entry into force.” The draft suggests that Trump himself will control that money.

Last night, U.S. District Judge Katherine Menendez in Minneapolis prohibited agents from the Department of Homeland Security from retaliating against or arresting peaceful protesters or using pepper spray or other less-lethal weapons against them. Menendez also prohibited agents from stopping or detaining people following their vehicles.

The descriptions in the decision of how agents have treated protesters are detailed and damning. The plaintiffs submitted sworn testimony. In contrast, the judge notes, the agents “did not provide sworn declarations from immigration officers (or others) who witnessed or were themselves directly involved,” but instead relied on the declaration of the acting field office director for the ICE St. Paul Field Office, David Easterwood—who was not present at any of the incidents—that the agents said the protesters had obstructed their activities.

Yesterday Fox News broke the story that the Department of Justice is investigating both Minnesota governor Tim Walz and Minneapolis mayor Jacob Frey on criminal charges for allegedly impeding the work of law enforcement officers in the administration’s surge of agents to their state.

Trump’s reliance on bogus investigations to establish a narrative is well established. This tactic of launching investigations to seed the idea that a political opponent has committed crimes has been a staple of the Republican Party since at least the 1990s. As the media reported on those investigations, people assumed that there must be something to them. Trump adopted this tactic wholeheartedly, most famously when he tried to force Ukraine president Volodymyr Zelensky to announce he was opening an investigation into Hunter Biden—not actually to open the investigation, but simply to announce it—before Trump would release to Ukraine the money Congress had appropriated it to help it fight off Russia’s invasion.

The Trump administration is trying hard to project dictatorial strength and power, but the narrative is slipping away from it.

For all of Trump’s bluster about U.S. trade, the world appears to be moving on without the U.S. Prime Minister Mark Carney of Canada visited Beijing this week, the first visit of a Canadian prime minister to China since 2017. On Friday, Canada broke with the U.S. and struck a major deal with China, cutting its tariff on Chinese electric vehicles in exchange for China’s lowering its tariffs on Canadian canola seed. Carney posted on social media: “The Canada-China relationship has been distant and uncertain for nearly a decade. We’re changing that, with a new strategic partnership that benefits the people of both our nations.”

Trump’s triumphant narrative is not working at home, either. A new CNN poll released Friday shows that fifty-eight percent of Americans believe that Trump’s first year in office has been a failure. Americans worry most about the economy, but concerns about democracy come in second. The numbers beyond that continue to be bad for Trump. Sixty-six percent of Americans think Trump doesn’t care about people like them. Fifty-three percent think he doesn’t have the stamina and sharpness to serve effectively as president.

Sixty-five percent of Americans say Trump is not someone they are proud to have as president.

In Virginia today, former representative and former intelligence officer Abigail Spanberger took the oath of office as the commonwealth’s seventy-fifth governor, the first woman to hold that position. In her inaugural address, she celebrated the peaceful transfer of power and called for Virginians to work together to make life more affordable and embrace progress, writing a new chapter in the state’s history.

“As we mark 250 years since the dawn of American freedom: What will our children, grandchildren, and their descendants write about this time in our Commonwealth’s history—this chapter—50, 100, and 250 years from now?” she asked.

“Will they say that we let divisions fester or challenges overwhelm us? Or will they say that we stood up for what is right, fixed what is broken, and served the common good here in Virginia?

Today, we’re hearing the call to connect more deeply to our American Experiment—to understand our shared history, not as a single point in time, but as a lesson for how we create our more prosperous future. And so I ask—what will you do to help us author this next chapter?”

Notes:

https://www.consilium.europa.eu/en/press/press-releases/2026/01/17/joint-statement-by-president-costa-and-by-president-von-der-leyen-on-greenland/

https://www.reuters.com/world/europe/eu-calls-emergency-envoys-meeting-sunday-after-trump-vows-tariffs-linked-2026-01-17

https://www.politico.eu/article/eu-us-trade-deal-on-hold-after-new-trump-tariffs/

https://www.washingtonpost.com/nation/2026/01/16/minneapolis-ice-protester-arrests-judge/

https://www.documentcloud.org/documents/26491067-tinchertro011626pdf/

https://www.cnn.com/2026/01/16/politics/trump-economy-first-year-cnn-poll

https://thehill.com/homenews/administration/5693072-trump-carney-china-trande/

https://www.pm.gc.ca/en/news/news-releases/2026/01/16/prime-minister-carney-forges-new-strategic-partnership-peoples

https://s3.documentcloud.org/documents/26490187/cnn-poll-on-trump-at-one-year.pdf

https://www.governor.virginia.gov/newsroom/news-releases/2026/january-releases/name-1111196-en.html

https://substack.com/home/post/p-184888400

https://www.npr.org/2026/01/17/g-s1-106401/not-for-sale-massive-protest-in-copenhagen-against-trumps-desire-to-acquire-greenland

https://www.theguardian.com/world/2026/jan/17/thousands-of-greenlanders-march-in-protest-of-donald-trumps-threats-of-us-control

Alexandra Koch, David Spunt, Matt Finn, “Federal prosecutors open investigation into Walz, Frey over alleged impeding of law enforcement,” Fox News, January 16, 2026, 6:28 PM EST.

https://www.reuters.com/world/middle-east/us-names-rubio-blair-kushner-gaza-board-under-trumps-plan-2026-01-17/

https://fortune.com/2026/01/17/trump-nations-1-billion-membership-payment-peace-board-united-nations/

https://www.bloomberg.com/news/articles/2026-01-17/trump-wants-nations-to-pay-1-billion-to-stay-on-his-peace-board

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January 16, 2026

A bigger loser, there has never been.

The sloth and his prey.

So last night I had dinner with a longtime friend who was once a member of the United States Olympic team.

We got to talking about medals and trophies, and how they really only hold significance to the person who earns them. For example, if someone wins the Pulitzer and immediately hands it to me, I cannot then say I, in fact, won the Pulitzer. It’s their honor, not mine.

The topic arose because, the other day in Washington, Venezuelan opposition leader María Corina Machado presented Donald Trump with her Nobel Peace Prize. And my friend and I—we could not stop laughing. And laughing. And laughing. And laughing.

Because it was just so … sad, and pathetic.

Or, put differently: Let’s say my friend won a gold medal, and she turned around and decided to give it to me. The conversation would likely go thusly …

FRIEND: “I want to give you my gold medal.”

JEFF: “I can’t accept that.”

FRIEND: “Really, I want you to have it.”

JEFF: “I’m touched. Truly. But you earned it. It’s yours.”

FRIEND: “No, I want you to have it.”

JEFF: “I’m sorry, but I can’t accept. You earned it, not me. I’m flattered that you think so highly and warmly of me, and I’ll hold it once just for the thrill, but then I will hand it back. It’s yours. Please.”

FRIEND: “OK. Wanna get lunch?”

JEFF: “Denny’s is right around the corner.”

And the conversation would go thusly, for … I’M NOT A NARCISSISTIC INSANE PERSON. I WOULDN’T WANT THE GOLD MEDAL BECAUSE IT’S NOT MY FUCKING GOLD MEDAL, AND MY FRIEND WAS THE ONE WHO WORKED HARD TO EARN IT. SO WHY, IN GOD’S NAME, WOULD I EVEN CONSIDER ACCEPTING!? IT WOULD BE TASTELESS AND GROSS AND BIZARRE.

Deep breaths.

I’m aware Donald Trump does a lot of bonkers things. Every. Single. Day. But let’s actually consider this one. He had never met María Corina Machado before yesterday. She clearly wants to ingratiate herself with him, and knows he has a creepy, almost sexual fixation with the Nobel. So she offered it to him. Like a stuffed toy to an infant.

And, again, nobody with even a morsel of humanity accepts someone else’s Nobel Peace Prize. Or Pulitzer Prize. Or American League MVP Trophy. Or Mahopac Middle School Spelling Bee Runner-Up certificate. Like, it doesn’t even make sense. It’s not yours. None of the judges voted for you. The rightful winner is merely trying to kiss your ass. Everyone sees it.

But you are so easily swayed, so driven by accumulation of goods … that you can’t help yourself. Your fat little fingers need to hold the prize; to grasp the prize; to own the prize. “Trump’s entire doctrine,” Maureen Dowd wrote today, “is naked rapacity.

“A fake peace prize from FIFA wasn’t enough for him. The greedy little piggy was licking his lips as María Corina Machado, Venezuela’s opposition leader, curried favor by handing over her Nobel Peace Prize on Thursday. Pathetically, Trump accepted it, giving Machado a swag bag in return that included a medal with his picture on it.”

Now, at long last, Donald Trump has her his Nobel Peace Prize. He didn’t earn it. It’s not his. But he physically possesses it.

Because he is the walking embodiment of a sloth.

PS …

Childhood neighbors matter

We explore the role of immediate next door neighbors in affecting children’s later life occupation choice. Using linked historical census records for over 6 million boys and 4 million girls, we reconstruct neighborhood microgeography to estimate how growing up next door to someone in a particular occupation affects a child’s probability of working in that occupation as an adult, relative to other children who grew up farther away on the same street. Living next door to someone as a child increases the probability of having the same occupation as them 30 years later by about 10 percent. As an additional source of exogenous variation in exposure to next door neighbors, we exploit untimely neighbor deaths and find smaller and insignificant exposure effects for children who grew up next to a neighbor with an untimely death. We find larger exposure effects when intensity of exposure is expected to be higher, and document larger occupational transmission in more connected neighborhoods and when next door neighbors are the same race or ethnicity or have children of similar ages. Childhood exposure to next door neighbors has real economic consequences: children who grow up next to neighbors in high income or education occupations see significant gains in adult income and education, even relative to other children living on the same street, suggesting that neighborhood networks significantly contribute to economic mobility.

That is from a recent paper by Michael Andrews, Ryan Hill, Joseph Price, and Riley Wilson.  Via Kris Gulati.

The post Childhood neighbors matter appeared first on Marginal REVOLUTION.

       

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Links 1/17/26

Links for you. Science:

These farmers are cutting pollution and fighting hunger — with bacteria
When did humanity take its first step? Scientists say they now know.
In China, AI is finding deadly tumors that doctors might miss
Why is it so cold? Some researchers say there may be a surprising culprit: climate change.
How the Smithsonian’s National Zoo feeds its animals
What viruses an infectious-disease doctor is watching for in 2026

Other:

Chuck Schumer’s Ridiculous Strategy For Trump’s Illegal War: Hope Republicans Come To Their Senses (excellent)
Rejecting Reality in the Age of AI
The Center Of Attention
Petty tyranny
The Real Donroe Doctrine: Seeking cash and an ego boost, not regime change
Stephen Miller Is The New Republic’s 2025 Scoundrel of the Year
This Is What Venezuelans Really Want
As Millions Lose Health Insurance, the Washington Post Misleads About Medicare for All
Venezuela raid enriches MAGA billionaire
They Say They’re Protesters. The DOJ Says They’re Terrorists.
AI on the scale now envisaged will create a recession on a scale hard to imagine
Trump wants to overhaul the ‘president’s golf course.’ He hasn’t played there yet.
How the Supreme Court’s Judicial Sanewashing Wrecked the Legal System
Why the Supreme Court Is Giving ICE So Much Power
Trump DHS Post Calling for ‘100 Million Deportations’ Suggests Intent to Kick Out Nonwhite Citizens
The Right-Wing Justices Know Their Favorite Legal Theory Is Bunk
Unnamed Source in Viral Minnesota Somali Fraud Video Is Right-Wing Lobbyist Who Called Muslims “Demons”
Traffic deaths in the D.C. region are declining to pre-pandemic levels
Arlington rents see first annual decline since 2020, but remain among nation’s priciest
Who’s who at X, the deepfake porn site formerly known as Twitter
The Moment We Lost The Plot. The attack on the Capitol — and the response to it — left Trump’s violent authoritarian movement emboldened and able to continue onward.
How has DC’s built environment changed in the past 50 years? Watch “All the President’s Men” to find out
CBS LOVES AMERICA
The Long Shadow of January 6th: On the failure to hold power to account.
Trump punishes children to punish political enemies
There Is a Sickness Eating Away at American Democracy
Wyoming Supreme Court Rules Abortion is Healthcare
They Wanted a Conservative State. They Might Get a Democratic Representative Instead.
Violent crime fell in 2025 for a third straight year in New Orleans. That’s before National Guard troops began patrolling
Grok Is Generating About ‘One Nonconsensual Sexualized Image Per Minute’
500,000 tech workers have been laid off since ChatGPT was released (makes a similar point to my post here, but very good)

Watch What They’re Doing: Trump Threatens to Make War on the States

We have late word this evening that the Department of Justice has launched a “criminal investigation” of Minnesota Gov. Tim Walz and Minnesota Mayor Jacob Frey over a purported “criminal conspiracy” to impeded ICE’s work in the state. Let’s start with the obvious and important fact that the bar that has to be cleared to launch such an investigation is essentially nil. All you need is a couple toadyish and corrupt DOJ appointees and they are currently in oversupply. Getting a criminal indictment let alone a conviction is in a different universe of possibility. The main point of this is simply to generate the headlines you’re seeing this evening (“criminal investigation!”) and perhaps load state and local government with subpoenas or perhaps raids.

But none of that should distract from the fact that this is the main conflict being joined or at least pointed to in a very clear and public way. Right now Trump has created a kind of rickety authoritarian presidency with lots of prerogative powers on overdrive — military adventures, pardons, corruption of the DOJ, ICE wilding expeditions in Blue states — and a lot of corruption. But there’s not a lot more. It doesn’t have the kind of power in depth to really subvert the constitutional order in a robust or durable way. To do that you have to bring the states to heel. That’s where most policing power operates. It’s where elections operate. It’s where most of the actual governmental power in depth in the U.S. actually operates.

As recently as Monday I wrote this: “If you look at the trend of Trump rule in blue cities and blue states, the clear trajectory is that not being dominated is getting closer and closer to being a criminal offense, likely through conspiracy laws and such.” That’s precisely what’s being alleged here: that resisting these kinds of federal invasions or ICE wilding expeditions into Blue cities through entirely legal means and by the elected state authorities actually amounts to a criminal offense or, as predicted, a criminal conspiracy. In other words the states’ very existence as a separate albeit subordinate sovereign is a criminal offense against the federal government.

I’m generally pretty optimistic about the outlook here. But it’s important to understand clearly the theory that is being advanced, the aim that its authors have in mind. The sovereign authorities of the states, in their proper place, are just as legitimate and essential as those of the federal government. Those authorities must be defended with every possible effort, exertion and sacrifice, just as the territorial integrity of the United States would be defended against a hostile foreign invader since the Free States are now the repositories of America’s republican experiment and constitutional rule.

★ Thoughts and Observations Regarding Apple Creator Studio

Let’s Just Get It Out of the Way and Talk About the New Icons First, but Let’s Also Use the Icons as a Proxy for Talking About the Broader Software Design Problems at Apple

There’s a lot of hate for the new app icons of the entire Creator Studio suite, but while I think the icons are tragically simplistic, I think the hate is misplaced.

Screenshot of the icons for the whole lineup of apps in the Apple Creator Studio.

The problem isn’t with these icons in and of themselves. The problem is with the rules Apple has imposed for Liquid Glass app icons, along with their own style guidelines for how to comply with those rules. Given Apple’s own self-imposed constraints for how icons must look (with the mandatory squircle) and how Apple has decided its own app icons should look (a look which can best be described as crude), I actually think the icons in the Creator Studio are pretty good, relatively speaking. But that’s like saying one group of kids has pretty good haircuts, relatively speaking, at a summer camp where the rule is that the kids all cut each others’ hair using only fingernail clippers.

The best take on these icons is this zinger from Héliographe:

If you put the Apple icons in reverse it looks like the portfolio of someone getting really really good at icon design.

The 7 icons for Pages, from newest to oldest. Each one is more artistically interesting from left to right. The original one is exquisite.

Devastating. Whatever you think of this new 2026 icon for Pages, you can’t seriously argue that it’s much worse — or really all that different — from the previous one. But go back in time and each previous Pages icon had more detail and looked cooler. And then you get back to the original Pages icon and that one clearly belongs in the App Icon Hall of Fame.

At some point in the previous decade, I had a product briefing with Jony Ive where we were discussing some just-announced new device that largely looked like the previous generation of the same device. I honestly don’t remember if it was an iPhone, an Apple Watch, or a MacBook. It doesn’t matter. What Ive told me is that Apple didn’t change things just for the sake of changing them. That Apple was insistent on only changing things if the change made things better. And that this was difficult, at times, because the urge to do something that looks new and different is strong, especially in tech. “New” shows that you’re doing something. “The same” is boring. What’s difficult is embracing the fact that boring can be good, especially if the alternative is different-but-worse, or even just different-but-not-better. You need confidence to ship something new that looks like the old version, because you know it’s still the best design. You need confidence to trust yourself to know the difference between familiarity (which is comforting) and complacency (which is how winners become losers).

Apple’s hardware designs remain incredibly confident. An M5 MacBook Pro looks like an M1 MacBook Pro, and really hasn’t changed much in the last decade other than getting thinner. An iPhone 17 Pro looks a lot like an iPhone 12 Pro and has only evolved in small ways since the iPhone X in 2017. A brand-new Series 11 Apple Watch is very hard to distinguish at a glance from a Series 0 Apple Watch from 2015. This is not a complaint, this is a compliment. These hardware designs do not need to change because they’re excellent. Iconic, dare I say.

This is why Apple’s software UI designs are the target of so much scorn and criticism right now, and Apple’s hardware designs are not.1 Yes, it’s human nature that people love to complain. But Apple’s current work isn’t receiving criticism in anything close to equal measures. Apple’s hardware is hardly the subject of any criticism at all. Not the way it looks, not the way it performs. Apple’s software design, on the other hand, is the subject of withering criticism. It’s not (just) about new features having bad designs. It’s about existing, decades-old features being made so obviously worse. I know a lot of talented UI designers and a lot of insightful UI critics. All of them agree that MacOS’s UI has gotten drastically worse over the last 10 years, in ways that seem so obviously worse that it boggles the mind how it happened.

Take a few minutes and go peruse Stephen Hackett’s extensive MacOS Screenshot Library at 512 Pixels, where he’s assembled copious screenshots from every version of MacOS going back to the Mac OS X Public Beta from October 2000.2 Take a look in particular at MacOS 10.11 El Capitan from 2015, exactly a decade ago. It doesn’t look old compared to MacOS 26 Tahoe. It just looks better, in every single way. I can’t think of one single thing about MacOS 26 that looks better than MacOS 10.11 from 2015, and I can quickly name dozens of things that are obviously worse. We would rejoice if MacOS 27 simply reverted to the UI of MacOS 10.11 from a decade ago, or had evolved as subtly as Mac hardware has over the same decade. The menu bar was better. The contrast between active and inactive windows was better. The standard UI controls looked better. The delineation between application chrome and content was clear, rather than deliberately obfuscated. And, to return to my point regarding Apple Creator Studio, all of the app icons — every goddamn one of them — was better. Many of the Mac app icons from MacOS 10.11 were downright exquisite. And the real heyday for Apple’s application icon design was the decade prior, the 2000s, under Steve Jobs. At the time, in 2015, we thought El Capitan shipped during an era of somewhat lazy icon design from Apple. If only we knew then how good we still had it.

Before you ask, there’s no point wondering why these new Creator Suite icons look like this if Alan Dye and his inner squircle of magazine-designer cowboys left to work at Meta a month ago. I genuinely believe that Dye’s departure and the promotion of longtime Apple UI designer Steve Lemay to replace him will restore some measure of sanity and grace to Apple’s UI direction and style. That can’t happen in one month (let alone a month taken up by major holidays). For now, Creator Studio needs to abide by the guidelines of the OS 26 Liquid Glass world.

Two more zingers. Benjamin Mayo on the new Pixelmator icon (the first new icon since Apple’s acquisition):

the ultimate icon downgrade

Pixelmator, before and after.

The new Pixelmator icon is the most jarring of the bunch because it hasn’t been on the drip-drip-drip yearslong slide of Apple’s in-house app icons. It just switched in one fell swoop from something that looks like art that one might print, frame, and hang on their wall, to, well, whatever the new one is.

Andy Allen:

The Boringification of Software

Bland icon suites from Apple, Google, Microsoft, and Adobe.

Liquid Glass

I could go on for thousands of words here, too. But let’s cut to the chase for a moment and acknowledge that “Liquid Glass”, as a catch-all term to describe the entirety of the UI changes in Apple’s version 26 OS releases, means a few different things. The most obvious thing it means is the lowercase liquid glass look. Transparency and fluidity. Let’s put that aside.

Liquid Glass also represents — per Apple’s own description when it was introduced by Alan Dye at WWDC — a “content-first” change to layout within an application. The content, in Liquid Glass, should take up as much of the screen, or window, as possible, and the UI of the application should be presented atop the content, not apart from the content. I’ll let Apple speak for itself and present Apple’s own video of the iOS Music app, from the Newsroom article announcing Liquid Glass back at WWDC:

This design ethos may or may not work on iOS. I think it often does. But let’s put that argument aside too. In the desktop context of MacOS, I don’t think this ethos works at all for most apps. It’s a downright disaster in the context of complex productivity apps. Apps should have distinctive chrome. The idea that they shouldn’t, that only “content” matters, and that apps themselves should try to be invisible and indistinctive, is contrary to the idea that apps themselves can be — should be — artistic works. The parts of a window that belong to the app and present the functionality of the app, and the parts of a window that represent content, should be distinct. Like separating the dashboard — sorry, instrument panel — from what you see through the windshield while driving a car. One or two items of primary importance (say, the speedometer and the next step in turn-by-turn directions) are OK to project on the windshield in a heads-up display atop the “content” of the road and world around the vehicle. But it would be disastrous to eliminate the instrument panel and project every control status indicator as HUD elements on the windshield. Either the driver’s view would be overwhelmed by too many HUD elements, making it hard to see the world and to read the dials, or the car designer would have to eliminate many useful controls and indicators entirely. (I know, some electric car makers are doing just that. It sucks.)

If you look through the screenshots Apple has provided of the new versions of the apps in the Creator Studio bundle, most of them haven’t been updated with Liquid Glass at all. They don’t have UI elements that look like liquid glass (transparent and fluid), and they don’t have layouts that seek to remove or obfuscate the application from its content. Final Cut Pro, Logic Pro, Motion: nope. Not a drop of Liquid Glass.

Pixelmator Pro does, however. It seems to embrace Liquid Glass in both senses. I haven’t tried it yet, and it doesn’t ship until January 28, but I strongly suspect I’d prefer if the new Pixelmator Pro looked like the new Final Cut Pro and Logic Pro, with solid, distinct user interface chrome. (Fingers crossed that there’s a setting for this.)

One possible explanation for Pixelmator Pro embracing Liquid Glass, but the other apps not, comes from the fineprint on the Apple Newsroom post announcing the whole Creator Studio suite:

Pixelmator Pro for iPad is compatible with iPad models with the A16, A17 Pro, or M1 chip or later running iPadOS 26 or later. The Apple Creator Studio version of Pixelmator Pro requires macOS 26.

The other apps require only MacOS 15.6 Sequoia and iOS 18.6:

The one-time-purchase versions of Final Cut Pro requires macOS 15.6 or later, Logic Pro requires macOS 15.6 or later, and Pixelmator Pro requires macOS 12.0 or later. MainStage is available for any Mac supported by macOS 15.6 or later. Motion requires macOS 15.6 or later. Compressor requires macOS 15.6 or later and some features require a Mac with Apple silicon.

MacOS 12 Monterey came out in 2021. So I think that means you can one-time purchase and download an older version of Pixelmator, if you’re running an older version of MacOS. But if you’re running MacOS 26 Tahoe, you’ll get the new Liquid-Glassified version of Pixelmator whether you get it as a one-time purchase or through a Creator Studio subscription. I think? Update: That was wrong. It’s a little simpler than that, in that Pixelmator Pro is an outlier from the other apps in Creator Studio. The new version of Pixelmator Pro — version 4.0 — is only available through the Creator Studio subscription, and requires MacOS 26 (and iPadOS 26). The one-time purchase version of Pixelmator Pro is version 3.7.1 — the existing version, last updated two months ago — and that’s the version you get from MacOS 12 through MacOS 26 if you get it via one-time purchase. Pixelmator Pro is the only app in Creator Studio where the new version is exclusively available through the Creator Studio subscription.

The iWork Apps

From the Newsroom announcement:

For more than 20 years, Apple’s visual productivity apps have empowered users to express themselves with beautiful presentations, documents, and spreadsheets using Keynote, Pages, and Numbers. And Freeform has brought endless possibilities for creative brainstorming and visual collaboration.

I’m not sure when Apple stopped referring to these apps, collectively, as iWork, but I guess it’s probably when they stopped selling them and made them free for all users in 2017. (Freeform was launched in 2022, so was never part of “iWork”. But it does feel like a fourth app in the suite.)

With Apple Creator Studio, productivity gets supercharged with all-new features that bring more intelligence and premium content to creators’ fingertips so they can take their projects to the next level. The Content Hub is a new space where users can find curated, high-quality photos, graphics, and illustrations. A subscription also unlocks new premium templates and themes in Keynote, Pages, and Numbers.

In addition to Image Playground, advanced image creation and editing tools let users create high-quality images from text, or transform existing images, using generative models from OpenAI. On-device AI models enable Super Resolution to upscale images while keeping them sharp and detailed, and Auto Crop provides intelligent crop suggestions, helping users find eye-catching compositions for photos.

To help users prepare presentations even more quickly in Keynote, Apple Creator Studio includes access to features in beta, such as the ability to generate a first draft of a presentation from a text outline, or create presenter notes from existing slides. Subscribers can also quickly clean up slides to fix layout and object placement. And in Numbers, subscribers can generate formulas and fill in tables based on pattern recognition with Magic Fill.

I’ll co-sign Jason Snell’s column on this aspect of Creator Studio. I feel like it’s just fine for new document templates and the Content Hub stock image library to be paid features. (See next section.) But I don’t think it makes sense to gate useful new features of these apps behind the Creator Studio subscription. Smarter autofill in Numbers, generating Keynote slides from a text outline, and Super Resolution image upscaling all sound like great features, but they sound like the sort of features all users should be getting in the iWork apps in 2026. Especially from on-device AI models. I could countenance an argument that AI-powered features that are processed on Apple’s Private Cloud Compute servers should require a subscription. But it feels like a rip-off if they’re running on-device.

It’s simpler for Apple to offer one single subscription bundle of “work” apps. But office productivity apps and creative design apps are very different. A word processor and spreadsheet go together. A video editor and audio editor go together. But it seems wrong for someone who just wants the new AI-powered features in Numbers and Keynote to need to pay for a subscription bundle whose value is primarily derived from Final Cut Pro, Logic Pro, Motion, and Pixelmator Pro — apps that many iWork users might never launch.

The Content Hub

Apple describes the Content Hub as “a new space where users can find curated, high-quality photos, graphics, and illustrations.” Stock imagery, basically. From Apple’s Creator Studio FAQ:

What happens to projects and content I created if my subscription ends?

All the projects and content you create with an active subscription to Apple Creator Studio — including any images you generate or add from the Content Hub — remain licensed in the context of your original creation.

What struck me about the Content Hub is its name. Despite only offering “photos, graphics, and illustrations” it is not called the Image Hub. It’s the Content Hub. I asked Apple if this meant it might eventually include other things, like music, video B-roll, and perhaps even fonts licensed from third-party type libraries. I was told — unsurprisingly3 — that they can’t comment on future products and features. But that was said with a smile, which smile at least acknowledged that the name Content Hub leaves the door open to other types of media.

Whither Photomator?

When Apple acquired Pixelmator a little over a year ago, they acquired two ambitious creative professional apps, not one. Pixelmator is an image editor, like Adobe Photoshop (or, from the indie world, Acorn). Photomator is like Adobe Lightroom (or, from the indie world, Darkroom.) We’ve been waiting to see what Apple’s plans were for both apps. With Pixelmator Pro, we now have an answer — a major new update for the Mac (with, as mentioned above, a Liquid Glass UI) and an all-new version now available for iPad.

This week’s announcement of the Creator Studio bundle included no news about the future of Photomator. However, my spidey-sense says this is a case where no news might be good news. At the bottom of Apple’s new product page for Pixelmator Pro is a brief Q&A, which includes these two items:

Where can I get Photomator?

Photomator remains available as a separate purchase from the App Store.

How does Pixelmator Pro compare to Pixelmator Classic for iPad?

Pixelmator Pro for iPad is available as part of an Apple Creator Studio subscription, alongside the Mac version and other pro apps like Final Cut Pro and Logic Pro. It brings all the features that Pixelmator Pro users love on Mac to iPad, including nondestructive editing, AI features, tools for freely transforming layers, and more — all optimized for touch.

Pixelmator Classic for iOS, released in 2014 as a companion app to the now-discontinued Pixelmator Classic for Mac, provides basic image editing features such as cropping, color adjustments, and effects. It remains a functional app but is no longer being updated.

These are very different answers, if you speak Cupertino-ese. Functional but no longer being updated means you should not hold your breath waiting for an updated version of Pixelmator that runs on an iPhone.

When Apple end-of-lifes an app — like they recently did with Clips — they’re clear about it. But when Apple has plans for something but isn’t ready to announce those plans, they’re obtuse about it. If Photomator did not have a future as part of Creator Studio, I think Apple would have used this moment to stop selling the existing version. They’d say that it too remains functional but is longer being updated. But that’s not what they said.

Apple’s Aperture — a photo library manager and editor for professionals — debuted in October 2005. Adobe released the first public beta of what became Lightroom in January 2006. Lightroom today remains an actively-developed popular app. But Apple ceased development of Aperture in 2014. Times change. In 2014 Apple clearly did not anticipate that a decade later they’d want to take on Adobe’s Creative Suite. Here in 2026, Apple has just launched the first version of that rival to Adobe’s suite. Perhaps the biggest omission4 in this first release of Apple Creator Studio is the lack of a Lightroom rival, which is exactly what Photomator is — and Aperture was. My guess is that Apple and the acquired Pixelmator team are hard at work on a new Creator Studio version of Photomator, including a version for iPad, and it just isn’t finished yet. I’m more unsure whether they’ll keep the Photomator name (which I think is too easily conflated with the Pixelmator name) than whether they’re working on an ambitious update to the app to include in Creator Studio.

I have no little birdie insider information about that, just my own hunch. I just think that if Photomator didn’t have a future, Apple’s statement about it would say so, and they’d stop selling the current version. And the lack of a professional photo library app is a glaring omission in Creator Studio. Apple Photos is an outstanding app, and iCloud Photo Library has in my experience delivered fast dependable syncing across devices for several years now. But an app like Photos, that is necessarily anchored to the needs of very casual users, can’t possibly scale in complexity to meet the needs of professional photographers. And Photos is not fully satisfying for prosumer users like me.

Family Sharing and Student Pricing

The standard subscription for Creator Studio costs $13/month or $130/year, and subscriptions are eligible for sharing with up to five other people in a family sharing group. Apple is also offering Creator Studio education pricing for students and educators for $3/month or $30/year. That’s a nice discount. But, I confirmed with Apple, the education subscription is not eligible for family sharing.

I think Apple’s pricing for Creator Studio is very fair. It’s a decent value for $130/year, a great value with the education discount, and it’s nice that Apple is still offering one-time purchasing, per app, for those who object to software subscriptions (or those who simply know they only want to use one or two of these apps). But the fact that Creator Studio is only available as a separate subscription puts the lie to the “One” in the Apple One subscription bundle. Apple One is a good value, and Creator Studio is a good value, but Apple One is no longer one bundle that includes all of Apple’s subscription offerings. It’s more like Apple Most now.


  1. This is also, I think, why John Ternus is so heavily rumored to be named Tim Cook’s successor as CEO, and everyone feels cautiously optimistic about that. In the entire 50-year history of the company, Apple has never been on a longer sustained streak of excellent hardware than they are today. No one feels the same way about Apple’s software, services, or marketing. ↩︎

  2. If Hackett weren’t so lazy, he’d document the classic Mac system software era too. ↩︎︎

  3. Now that I think about it, if Apple’s representative had answered my question by saying something like, “Yes, we’re definitely thinking about other types of media that we could add to the Content Hub in the future, and that’s why we gave it that name,” I would have plotzed. ↩︎︎

  4. Another is that Adobe Creative Cloud includes access to Adobe’s entire library of fonts, the biggest type library in the world. But like I wrote above, Apple Creator Studio’s “Content Hub” is an open-ended name. I’d love to see Apple work out licensing deals with a broad assortment of typography houses. ↩︎︎

Saturday 17 January 1662/63

Waked early with my mind troubled about our law matters, but it came into my mind that [sayings] of Epictetus, which did put me to a great deal of ease, it being a saying of great reason.1

Up to the office, and there sat Mr. Coventry, Mr. Pett, new come to town, and I. I was sorry for signing a bill and guiding Mr. Coventry to sign a bill to Mr. Creed for his pay as Deputy Treasurer to this day, though the service ended 5 or 6 months ago, which he perceiving did blot out his name afterwards, but I will clear myself to him from design in it. Sat till two o’clock and then home to dinner, and Creed with me, and after dinner, to put off my mind’s trouble, I took Creed by coach and to the Duke’s playhouse, where we did see “The Five Hours” entertainment again, which indeed is a very fine play, though, through my being out of order, it did not seem so good as at first; but I could discern it was not any fault in the play. Thence with him to the China alehouse, and there drank a bottle or two, and so home, where I found my wife and her brother discoursing about Mr. Ashwell’s daughter, whom we are like to have for my wife’s woman, and I hope it may do very well, seeing there is a necessity of having one. So to the office to write letters, and then home to supper and to bed.

Footnotes

Read the annotations

China hit by dual launch failures as Long March 3B and Ceres-2 debut mission fail

China suffered a pair of launch failures Friday, seeing the loss of a classified Shijian satellite and the failed first launch of the Ceres-2 rocket

The post China hit by dual launch failures as Long March 3B and Ceres-2 debut mission fail appeared first on SpaceNews.

Indra Group writes off damaged SpainSat NG 2

SpainSat NG 2

The operator of a Spanish military communications satellite that suffered a “space particle” strike has written off the spacecraft, concluding it can no longer carry out its mission.

The post Indra Group writes off damaged SpainSat NG 2 appeared first on SpaceNews.

SLS/Orion rolls to pad for Artemis 2

SLS/Orion rollout

NASA’s Space Launch System and Orion spacecraft rolled to the launch pad for the Artemis 2 mission Jan. 17, though uncertainty remains about when it will be ready to launch.

The post SLS/Orion rolls to pad for Artemis 2 appeared first on SpaceNews.

White House resubmits NASA deputy administrator nominee

The White House has resubmitted a nomination for NASA deputy administrator but is seeking a new nominee for the agency’s chief financial officer.

The post White House resubmits NASA deputy administrator nominee appeared first on SpaceNews.

Reading List 01/17/2026

Vertical farming operation in China, via Mao Ning on Twitter.

Welcome to the reading list, a weekly roundup of news and links related to buildings, infrastructure, and industrial technology. This week we look at ALARA, OLED screens, bus stop frequency, Ozempic and airlines, and more. Roughly 2/3rds of the reading list is paywalled, so for full access become a paid subscriber.

Is ALARA dead?

Nuclear advocates have long railed against ALARA, the nuclear power safety requirement that demands radiation exposure be “As Low As Reasonably Achievable”. Pro nuclear folks argue that this is based on a bad model of the harms of radiation, the linear no-threshold model (which states that there’s no ‘safe’ level of radiation, even minute amounts can potentially cause harm), and that in practice “reasonable” means safety requirements will perpetually escalate, undoing any efforts to find cheaper, more efficient ways to build reactors.

Now it looks like the US Department of Energy is removing ALARA. Via E&E News:

Energy Secretary Chris Wright killed the Department of Energy’s decades-old radiation safety standard Friday.

Wright ended the department’s use of the As Low As Reasonably Achievable — or “ALARA” — principle, which has long been a staple of nuclear regulation. ALARA is rooted in the idea that any radiation exposure carries risks, but low doses can be justified by practical considerations. Critics in the nuclear power and health fields argue that the standard is overly burdensome with no real safety benefits.

The move could lower operational costs and accelerate projects using nuclear material, but it will alter an established safety-first culture. The change in safety standards may impact DOE’s ongoing advanced nuclear reactor pilot program and high-stakes radiation cleanups, like the Hanford site in Washington state that has been dubbed the most contaminated place in the Western Hemisphere.

I looked for the DOE memo that initiated this change but wasn’t able to find it, and no one other than E&E news seems to have picked up the story yet, so it’s not clear to me how “real” this is.

Meta goes nuclear

In other nuclear power news, Meta announced a very ambitious plan to acquire 6.6 gigawatts of nuclear power. Some of this will come from keeping existing nuclear reactors online, and some of it will come from new nuclear reactors. From the Wall Street Journal ($):

Meta Platforms on Friday unveiled a series of agreements that would make it an anchor customer for new and existing nuclear power in the U.S., where it needs city-size amounts of electricity for its artificial-intelligence data centers.

The Facebook parent said it would back new reactor projects with the developers TerraPower and Oklo and has struck a deal with the power producer Vistra to purchase and expand the generation output of three existing nuclear plants in Ohio and Pennsylvania.

Financial details weren’t disclosed, but the arrangements are among the most sweeping and ambitious so far between tech companies and nuclear-power providers. Vistra and Oklo shares both rose about 15% shortly after the stock market opened. TerraPower is privately held.

Meta aims to see the first new reactors delivered as early as 2030 and 2032, a speedy target even for more-conventional power projects. Its purchase of nuclear power from Vistra starts later this year and will keep power on the grid.

The TerraPower agreement is for two reactors with a combined 690 MW of power, which could expand to up to 2.8 GW of generation capacity. The Oklo agreement is for a nuclear power campus which could have up to 1.2 GW of generation capacity.

The full Meta alchemist announcement is here.

OLED screens

The last several decades of TV technical progress have been LCD TVs getting cheaper and higher quality, but there’s a good chance LCD screens will ultimately be superseded by another display technology, OLED. Whereas LCD passes light from an LED through a layer of liquid crystal and then a color filter, OLED (organic LED) generates colored light directly with differently colored organic LEDs.

Something I note in my book is that new technologies often aren’t perfect substitutes for the older technologies they replace. Because they work in different ways, they sometimes have slightly different functionality or different performance along some axis. It seems like this is currently true with OLED: they have very bright colors and refresh rates compared to LCDs, but on computer monitors the pixel arrangements can make things like text look slightly worse. From Nuxx.net:

As shown above, the subpixels in the Dell S3225QC QD-OLED form a square with green on the top, a larger red pixel in the lower left, and smaller blue in the lower right. The Dell U3223QE, a typical LCD, has three vertical stripes making a square. The result being that high contrast edges look very different on an OLED, often with a strong off-color border — or fringe — along horizontal and vertical lines.

In the photos above, note the vertical part of the 1 which has red and green dots along its right side, and large red dots along the top of the 6 with green along the bottom. These are the strongly colored fringes. (On the LCD they appear white as the three equal size subpixels act equally.)

This meant that things that I tend to do, text or fine lines in maps or CAD-type drawing, are not right at all on the pixel pattern found in this OLED panel. Beyond the pixel pattern, I also suspect that the much crisper pixels (defined points of light) contribute to the fringing having an artifacting-like effect.

I asked Claude why OLED has these funky subpixel arrangements (compared to the three narrow rectangles that LCD uses), and it gave a few reasons:

Blue OLED Lifespan - The biggest factor is that blue OLED materials degrade significantly faster than red and green. In the QD-OLED panel the author tested, you can see a smaller blue subpixel—this is intentional. By using smaller blue subpixels (or sharing them across pixels in some designs), manufacturers can drive them harder to achieve brightness while managing their shorter lifespan. If they used equal-sized blue subpixels at the same power density, they’d burn out much faster than red and green.

Human Vision Quirks - Our eyes are naturally less sensitive to blue spatial detail. Display engineers exploit this by using fewer or smaller blue subpixels—for most content, especially video, you won’t notice. This is why these arrangements work fine for TVs and phones (where pixel density is very high) but cause visible fringing on desktop monitors with static text.

Manufacturing Constraints - OLED manufacturing (vapor deposition through fine metal masks) makes it difficult to create three perfectly aligned, equally-sized RGB stripes at high resolutions. The triangular/pentile arrangements allow for larger individual subpixels and better manufacturing yields.

Do institutional owners of single family homes drive up rents?

It’s become a common political talking point that big investors like Blackstone buying up single family homes to rent out is driving up the price of homes. This has long been a claim from folks on the left, and recently Trump announced plans to stop these sorts of purchases (though it’s not clear how he plans to do that). But plenty of folks are skeptical that institutional owners have much impact on rents, noting that institutional buyers own a very small fraction of single family homes, on the order of 2%.

On his Substack, Nicholas Decker looks at various studies of the market effects of institutional homebuyers and concludes that they actually reduce rents, not drive them up:

The current president has recently announced that he wants to ban large institutional investors from buying single-family homes, which he blames for increasing housing prices. As is often the case, it is not clear what legal authority he is basing this on, and I expect that nothing much will come of it. However, it does raise some interesting questions. Lots of people have blamed institutional investors for raising home prices, although economists have pushed back simply on the grounds that they own very little of the housing market. Are they right? Is ownership by institutional investors a contributor to the rising price of housing in America?

I believe the answer is no, not really. It appears to lower the cost of getting housing through lowering rents. The best work, when one takes a discerning look, is united on this point.

Read more

New Nature

I introduced the idea of New Nature in my recent Protocolized post, Theorizing Protocolization I: New Nature, which I defined as “A planetary condition powerfully determined by the laws of the artificial, which can increasingly be engineered to be nearly as immutable and indefinitely persistent as those of nature itself.”

I’ve now been thoroughly nerdsniped by the idea, and have a cleaner definition:

New Nature is regimes of reality governed by technologically mediated laws that are nearly as inviolable, immutable, and persistent as those of nature.

New Nature is only new relative to old nature, but is as old as technology itself. What’s changed is the strength of the “nearly as” part. The first roads created laws of movement that self-enforced through the allure of lower effort, which was as attractive to animals as humans. Modern highways make it really, really expensive to move other than according to their logic, through a mix of danger (high-speed vehicles) and physical barriers. They constitute lawful regimes of what Deleuze and Guattari call striated space.

But arguably the first truly strong piece of New Nature was public-key cryptography (PKC). There no known way to break today’s strongest encryption schemes, and it seems likely they will evolve to be quantum-resistant too. For many, this was the Genesis event of New Nature.

PKC has another feature. As many have pointed out, it is the first major technology to feature something of an asymmetry that favors the weak rather than the strong. This leads to the increasingly popular idea of “can’t be evil” technology (a reference to Google’s abandoned “don’t be evil” posturing a lifetime ago), a proposition that has 4 assumptions underlying it:

  1. Technology is not neutral but has an asymmetric bias favoring one kind of actor or another

  2. The favored actor is usually the one who is already more powerful

  3. The worst evil generally emerges from the corruption of power

  4. There are ways to make that hard or impossible through rare technologies with the opposite bias

It’s not that the weak are incapable of evil. The steelman proposition here is that the worst kinds of evil are due to a particular mechanism that can create unbounded concentrations of power: capture.

The mechanism of “evil” here is vulnerability to capture. If there’s a gun on the ground and a stronger and weaker guy fight to claim it, the stronger guy will likely end up with it, making him even stronger. Eventually all the guns are in the hands of the already powerful, with the most powerful having the biggest guns, and no opposed forces restraining them. That’s the sort of “evil” that “can’t be evil” tries to restrain. The kind pointed to by the proverb, power corrupts, absolute power corrupts absolutely.

Most technologies are like guns. They tend to get aggregated and captured by those who already have a lot. Technology, in other words, generally exhibits preferential attachment to power.

Most capture and enclosure phenomena are way more complex but the basic principle is the same. The powerful get more powerful. Most efforts to mitigate that rely on accepting or even enshrining the capture outcome as a given (such as “monopoly on violence” as a doctrinal basis of statehood), and trying to persuade the powerful to also be good through moral exhortations.

PKC is one of the few technologies where at least under some conditions, the weak get stronger. And not through flattering narratives for the clueless like “empowerment” and “democratization” but through mathematical guarantees. This is why states and their spy agencies have historically fought hard and whipped up various moral panics to prevent broad access to encryption technology. There’s real devolution of power there, not incumbent powers granting easily revocable freedoms at their own pleasure, so long as it suits them to perform morality.

It has limits though. There’s a reason why the “$5 wrench attack” xkcd became a meme:

The point to note here is that encryption offers ways for the weak to keep fighting even when there are $5 wrenches in the picture. For instance, this attack fails against a multisig wallet controlled by 7 people scattered around the globe. Now you probably need the full resources of a powerful government to break through, and even then it wouldn’t be easy (there’s a thriller waiting to be written here about evil government operatives chasing 4/7 people around the world, or maybe a supervillain taking a bunch of people hostage and threatening to shoot them all one by one unless 4/7 people reveal themselves and give up their private keys). Beyond this, there are schemes that add anonymity and other kinds of obfuscation, Cryptography is so appealing — and so alarming to the already powerful — because it offers ways for the weak to keep escalating their end of the arms race.

And unlike more primitive “weapons of the weak,” it is a technology that does not require a retreat to a primitive, impoverished existence in the mountains.

So can’t be evil is, to first order, the same thing as capture-resistant, the first manifestation of which is unbreakable encryption schemes.

But there is more to New Nature than PKC. I see at least 3 classes of New Nature laws, all of which exhibit some flavor of capture resistance:

  1. Encryption based technological laws: Including, but not limited to, E2EE communication technologies and blockchains

  2. Complex emergence laws: This is primarily AI at the moment, but could extend to domains like synthetic biology. Lawfulness in phenomena like hallucinations, unexplainability, and incorrigibility that are the result of the fundamental mechanisms of a technology, and can’t just be legislated out of existence.

  3. Too-fast-to-regulate laws: Here I’m thinking of the laws governing technologies that operate too fast, in too-tight, too-local feedback loops, for humans to directly regulate without slowing them down to uselessness. Robotics is the big class here, starting with self-driving cars. We’re almost ready to start trying out Asimovian robotics laws for real.

All these classes of technological phenomena exhibit lawful and highly valuable behaviors that satisfy the definition of New Nature fairly strongly, and much more strongly than any technology from 50 years ago. Not coincidentally, they’re all powered by computers. New Nature is computation-based.

This means the slogan code is law, which used to be interpreted in a narrow way with reference to blockchains, ought to be broadened in scope. Code is law can be true of many kinds of code, with the inviolability/immutability/persistence secured by factors besides unbreakable encryption. Illegible emergence and high-speed dynamics can also underwrite new nature. So long as some significant subset of humans want the benefits of the technology badly enough, it will emerge, and obey its own code-based New Nature laws.

I’m becoming a hardliner on the value of this, and increasingly have no patience for arguments that technology must always be subject to human regulation, overrides, etc.

Quite the opposite.

It is imperative that we make a lot more New Nature of many varieties, because it is becoming quite clear that those who believe in the power of human wisdom as a regulatory force systematically fail to recognize a fundamental law, perhaps the central dogma of New Nature:

Central Dogma of New Nature: There is no way to create mechanisms for wise and enlightened human regulation of a technology without also creating attack surfaces for capture and enclosure in service of the worst abuses of that technology.

And to the extent most technologies preferentially attach to power, lofty don’t be evil sentiments shaping laws with too much room for human discretion invariably yield to the reality of power corrupts, and absolute power corrupts absolutely.

I’d rather have a bunch of can’t-be-evil capture-resistant technologies running amok, in the hands of lots of uncoordinated average humans with average morality, than a bunch of captured death stars that began as lofty ideals and ended up weaponized by and for the worst of humanity.

*Pee-wee as himself*

I loved this documentary, all three hours of it.  Perhaps you need to be American, and to have lived in Pee-wee’s decades?  In any case, the film is a wonderful reflection on self-knowledge, the changing status of “coming out” as gay in American history, celebrity, how fame happens, hippie culture, cancel culture, who your real friends are, narcissism, and much more.  Pee-wee collaborated with the making of the film, but it seems pretty honest in portraying his life and later legal troubles.  It turns out he was dying of cancer for years, but did not let on to the filmmakers.  Here is the official trailer.

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Saturday assorted links

1. Another AI-generated hit song.

2. AI does Tyler Cowen on AI.

3. Adam Tooze profile.

4. Egg prices fell about twenty percent this year, GPT will tell you that supply is elastic.

5. How difficult is Spanish to understand in various countries?  (I think Chilean Spanish is not as tough as suggested here.)

6. The wisdom of Sam Bowman.

7. The premium that USG was paying on ten-year Treasuries is mostly gone.

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21 Lessons from 14 Years at Google

The following article originally appeared on Addy Osmani’s Substack newsletter, Elevate, and is being republished here with his permission.

When I joined Google ~14 years ago, I thought the job was about writing great code. I was partly right. But the longer I’ve stayed, the more I’ve realized that the engineers who thrive aren’t necessarily the best programmers. They’re the ones who’ve figured out how to navigate everything around the code: the people, the politics, the alignment, the ambiguity.

These lessons are what I wish I’d known earlier. Some would have saved me months of frustration. Others took years to fully understand. None of them are about specific technologies—those change too fast to matter. They’re about the patterns that keep showing up, project after project, team after team.

I’m sharing them because I’ve benefited enormously from engineers who did the same for me. Consider this my attempt to pay it forward.

1. The best engineers are obsessed with solving user problems.

It’s seductive to fall in love with a technology and go looking for places to apply it. I’ve done it. Everyone has. But the engineers who create the most value work backwards: They become obsessed with understanding user problems deeply and let solutions emerge from that understanding.

User obsession means spending time in support tickets, talking to users, watching users struggle, asking “why” until you hit bedrock. The engineer who truly understands the problem often finds that the elegant solution is simpler than anyone expected.

The engineer who starts with a solution tends to build complexity in search of a justification.

2. Being right is cheap. Getting to right together is the real work.

You can win every technical argument and lose the project. I’ve watched brilliant engineers accrue silent resentment by always being the smartest person in the room. The cost shows up later as “mysterious execution issues” and “strange resistance.”

The skill isn’t being right. It’s entering discussions to align on the problem, creating space for others, and remaining skeptical of your own certainty.

Strong opinions, weakly held—not because you lack conviction but because decisions made under uncertainty shouldn’t be welded to identity.

3. Bias towards action. Ship. You can edit a bad page, but you can’t edit a blank one.

The quest for perfection is paralyzing. I’ve watched engineers spend weeks debating the ideal architecture for something they’ve never built. The perfect solution rarely emerges from thought alone. It emerges from contact with reality. AI can in many ways help here.

First do it, then do it right, then do it better. Get the ugly prototype in front of users. Write the messy first draft of the design doc. Ship the MVP that embarrasses you slightly. You’ll learn more from one week of real feedback than a month of theoretical debate.

Momentum creates clarity. Analysis paralysis creates nothing.

4. Clarity is seniority. Cleverness is overhead.

The instinct to write clever code is almost universal among engineers. It feels like proof of competence.

But software engineering is what happens when you add time and other programmers. In that environment, clarity isn’t a style preference. It’s operational risk reduction.

Your code is a strategy memo to strangers who will maintain it at 2am during an outage. Optimize for their comprehension, not your elegance. The senior engineers I respect most have learned to trade cleverness for clarity, every time.

5. Novelty is a loan you repay in outages, hiring, and cognitive overhead.

Treat your technology choices like an organization with a small “innovation token” budget. Spend one each time you adopt something materially nonstandard. You can’t afford many.

The punchline isn’t “never innovate.” It’s “innovate only where you’re uniquely paid to innovate.” Everything else should default to boring, because boring has known failure modes.

The “best tool for the job” is often the “least-worst tool across many jobs”—because operating a zoo becomes the real tax.

6. Your code doesn’t advocate for you. People do.

Early in my career, I believed great work would speak for itself. I was wrong. Code sits silently in a repository. Your manager mentions you in a meeting, or they don’t. A peer recommends you for a project, or someone else.

In large organizations, decisions get made in meetings you’re not invited to, using summaries you didn’t write, by people who have five minutes and 12 priorities. If no one can articulate your impact when you’re not in the room, your impact is effectively optional.

This isn’t strictly about self-promotion. It’s about making the value chain legible to everyone—including yourself.

7. The best code is the code you never had to write.

We celebrate creation in engineering culture. Nobody gets promoted for deleting code, even though deletion often improves a system more than addition. Every line of code you don’t write is a line you never have to debug, maintain, or explain.

Before you build, exhaust the question: “What would happen if we just…didn’t?” Sometimes the answer is “nothing bad,” and that’s your solution.

The problem isn’t that engineers can’t write code or use AI to do so. It’s that we’re so good at writing it that we forget to ask whether we should.

8. At scale, even your bugs have users.

With enough users, every observable behavior becomes a dependency—regardless of what you promised. Someone is scraping your API, automating your quirks, caching your bugs.

This creates a career-level insight: You can’t treat compatibility work as “maintenance” and new features as “real work.” Compatibility is product.

Design your deprecations as migrations with time, tooling, and empathy. Most “API design” is actually “API retirement.”

9. Most “slow” teams are actually misaligned teams.

When a project drags, the instinct is to blame execution: People aren’t working hard enough; the technology is wrong; there aren’t enough engineers. Usually none of that is the real problem.

In large companies, teams are your unit of concurrency, but coordination costs grow geometrically as teams multiply. Most slowness is actually alignment failure—people building the wrong things, or the right things in incompatible ways.

Senior engineers spend more time clarifying direction, interfaces, and priorities than “writing code faster” because that’s where the actual bottleneck lives.

10. Focus on what you can control. Ignore what you can’t.

In a large company, countless variables are outside your control: organizational changes, management decisions, market shifts, product pivots. Dwelling on these creates anxiety without agency.

The engineers who stay sane and effective zero in on their sphere of influence. You can’t control whether a reorg happens. You can control the quality of your work, how you respond, and what you learn. When faced with uncertainty, break problems into pieces and identify the specific actions available to you.

This isn’t passive acceptance, but it is strategic focus. Energy spent on what you can’t change is energy stolen from what you can.

11. Abstractions don’t remove complexity. They move it to the day you’re on call.

Every abstraction is a bet that you won’t need to understand what’s underneath. Sometimes you win that bet. But something always leaks, and when it does, you need to know what you’re standing on.

Senior engineers keep learning “lower level” things even as stacks get higher. Not out of nostalgia but out of respect for the moment when the abstraction fails and you’re alone with the system at 3am. Use your stack.

But keep a working model of its underlying failure modes.

12. Writing forces clarity. The fastest way to learn something better is to try teaching it.

Writing forces clarity. When I explain a concept to others—in a doc, a talk, a code review comment, even just chatting with AI—I discover the gaps in my own understanding. The act of making something legible to someone else makes it more legible to me.

This doesn’t mean that you’re going to learn how to be a surgeon by teaching it, but the premise still holds largely true in the software engineering domain.

This isn’t just about being generous with knowledge. It’s a selfish learning hack. If you think you understand something, try to explain it simply. The places where you stumble are the places where your understanding is shallow.

Teaching is debugging your own mental models.

13. The work that makes other work possible is priceless—and invisible.

Glue work—documentation, onboarding, cross-team coordination, process improvement—is vital. But if you do it unconsciously, it can stall your technical trajectory and burn you out. The trap is doing it as “helpfulness” rather than treating it as deliberate, bounded, visible impact.

Timebox it. Rotate it. Turn it into artifacts: docs, templates, automation. And make it legible as impact, not as personality trait.

Priceless and invisible is a dangerous combination for your career.

14. If you win every debate, you’re probably accumulating silent resistance.

I’ve learned to be suspicious of my own certainty. When I “win” too easily, something is usually wrong. People stop fighting you not because you’ve convinced them but because they’ve given up trying—and they’ll express that disagreement in execution, not meetings.

Real alignment takes longer. You have to actually understand other perspectives, incorporate feedback, and sometimes change your mind publicly.

The short-term feeling of being right is worth much less than the long-term reality of building things with willing collaborators.

15. When a measure becomes a target, it stops measuring.

Every metric you expose to management will eventually be gamed. Not through malice but because humans optimize for what’s measured.

If you track lines of code, you’ll get more lines. If you track velocity, you’ll get inflated estimates.

The senior move: Respond to every metric request with a pair: one for speed; one for quality or risk. Then insist on interpreting trends, not worshiping thresholds. The goal is insight, not surveillance.

16. Admitting what you don’t know creates more safety than pretending you do.

Senior engineers who say “I don’t know” aren’t showing weakness. They’re creating permission. When a leader admits uncertainty, it signals that the room is safe for others to do the same. The alternative is a culture where everyone pretends to understand and problems stay hidden until they explode.

I’ve seen teams where the most senior person never admitted confusion, and I’ve seen the damage. Questions don’t get asked. Assumptions don’t get challenged. Junior engineers stay silent because they assume everyone else gets it.

Model curiosity, and you get a team that actually learns.

17. Your network outlasts every job you’ll ever have.

Early in my career, I focused on the work and neglected networking. In hindsight, this was a mistake. Colleagues who invested in relationships—inside and outside the company—reaped benefits for decades.

They heard about opportunities first, could build bridges faster, got recommended for roles, and cofounded ventures with people they’d built trust with over years.

Your job isn’t forever, but your network is. Approach it with curiosity and generosity, not transactional hustle.

When the time comes to move on, it’s often relationships that open the door.

18. Most performance wins come from removing work, not adding cleverness.

When systems get slow, the instinct is to add: caching layers, parallel processing, smarter algorithms. Sometimes that’s right. But I’ve seen more performance wins from asking, “What are we computing that we don’t need?”

Deleting unnecessary work is almost always more impactful than doing necessary work faster. The fastest code is code that never runs.

Before you optimize, question whether the work should exist at all.

19. Process exists to reduce uncertainty, not to create paper trails.

The best process makes coordination easier and failures cheaper. The worst process is bureaucratic theater. It exists not to help but to assign blame when things go wrong.

If you can’t explain how a process reduces risk or increases clarity, it’s probably just overhead. And if people are spending more time documenting their work than doing it, something has gone deeply wrong.

20. Eventually, time becomes worth more than money. Act accordingly.

Early in your career, you trade time for money—and that’s fine. But at some point, the calculus inverts. You start to realize that time is the nonrenewable resource.

I’ve watched senior engineers burn out chasing the next promo level, optimizing for a few more percentage points of compensation. Some of them got it. Most of them wondered, afterward, if it was worth what they gave up.

The answer isn’t “don’t work hard.” It’s “know what you’re trading, and make the trade deliberately.”

21. There are no shortcuts, but there is compounding.

Expertise comes from deliberate practice—pushing slightly beyond your current skill, reflecting, repeating. For years. There’s no condensed version.

But here’s the hopeful part: Learning compounds when it creates new options, not just new trivia. Write—not for engagement but for clarity. Build reusable primitives. Collect scar tissue into playbooks.

The engineer who treats their career as compound interest, not lottery tickets, tends to end up much further ahead.

A final thought

Twenty-one lessons sounds like a lot, but they really come down to a few core ideas: Stay curious, stay humble, and remember that the work is always about people—the users you’re building for and the teammates you’re building with.

Addy Osmani at Google

A career in engineering is long enough to make plenty of mistakes and still come out ahead. The engineers I admire most aren’t the ones who got everything right. They’re the ones who learned from what went wrong, shared what they discovered, and kept showing up.

If you’re early in your journey, know that it gets richer with time. If you’re deep into it, I hope some of these resonate.

Addy will be joining Tim O’Reilly on February 12 for an hour-long deep dive into the lessons he’s learned over his career. They’ll also chat about the progress being made in agentic coding workflows, in a conversation guided by questions from the audience. Save your seat. It’s free. 

Then on March 26, Addy and Tim will be hosting the next event in our AI Codecon series: Software Craftsmanship in the Age of AI. Over four hours, they and a lineup of expert practitioners will explore what it takes to build excellent software in the age of AI that creates value for all participants. It’s also free and open to all. Register here.

If you have a story to share about how you’re using agents to build innovative and effective AI-powered experiences, we want to hear it—and possibly feature it at AI Codecon. Get the details at our call for proposals and send us your proposal by February 17.

John Gyford's memories of the Festival of Britain and Space House

For his excellent book, Concretopia, John Grindrod interviewed my dad, John Gyford, about his memories of two things: visiting the 1951 Festival of Britain, on London’s South Bank, as a child; and the planning for Space House, just off Kingsway, while working for the London County Council.

John Grindrod has kindly allowed me to excerpt those sections here, to which I’ve added some extra photos. All the text below (except for headings and captions) is by him, from Concretopia.

The Festival of Britain

[pp. 71-72] …as the Festival Hall celebrated [the Festival of Britain’s] birthday, I happened to meet John Gyford, a retired planner from the London County Council, at a talk. An eminent panel were explaining the background to the festival, and during the Q&A a man next to me stood up and offered first a terrifically vivid recollection of visiting it as a child, and then an account of the indomitable attitude within the LCC’s planning department when he’d joined it a decade later.

We chatted afterwards, and met up a few months later. John had visited the Festival of Britain twice, once in May when it had just opened, and once in late August when it was soon to close. With school-boy-like enthusiasm, he explained to me how he’d felt:

‘There was a book that was published some time early in the sixties called The Age of Austerity. And one of the chapters, I think it was by Michael Frayn, said that the best thing about the Festival of Britain was simply being there. And in some ways that quite well summed up what I felt at the time – just what a marvellous place this exhibition was. It just contained so many things.’

A photo of a postcard of a diagram of the site, with the caption 'Festival of Britain – Aerial view of the South Bank site'. Behind it is an envelope with the Festival of Britain logo on it, with a postmark of 6.15pm, 15 July 1951.
A souvenir postcard of John’s.

[pp. 79-80] To many of the festival’s visitors, it was not only the buildings or exhibits that would have such a startling effect, but the way the entire festival had been laid out. In the Festival Hall café, John Gyford and I took tea amid the melee of the sixtieth birthday celebrations. An unassuming-looking man, balding and casually dressed, he spoke with the ease, charm and confidence of someone used to commanding a room. He recalled how marvellous he had found the exhibition. And it wasn’t necessarily what was inside the different buildings that had attracted him – it was the whole experience.

‘I didn’t talk that sort of language at the time, he explained, ‘but I now realise that what I was talking about was design, and the arrangement of buildings and spaces, all that sort of stuff. I just had not dreamt that such things could be. It was a complete revelation.’

A photo of the centre spread of a booklet, showing a map of the South Bank Exhibition site in black, white, blue, green and red. The largest places on it are a large circle called Dome of Discovery and a rectangular block called Royal Festival Hall.
The centre spread from John’s Festival of Britain guide.

We’d both visited the Museum of 1951, an exhibition commemorating the sixtieth anniversary of the festival, featuring a nostalgic and engrossing mixture of gentle modernist design, faded relics from the exhibition and oral history. ‘One of the films they’ve got on downstairs about the Festival of Britain,’ said John, ‘was mainly narrated by one of the architects who was involved. I was totally too young to appreciate this at the time, but whereas most great exhibitions, like the World’s Fairs, had been laid out on axial principles’ – John was chopping the air into great right angles at this point – ‘these great axes, this one was laid out on the principle of small spaces leading into and off one another. I could see as he said that how absolutely true that was as an organising principle. I’d never come across something like that before, and so without knowing it was a design principle I was just overwhelmed by it all.’

John’s copy of The Image of the City.

I thought back to prewar Welwyn Garden City, with its axial layout, and compared it to Harlow, with its wedges, winding roads and deliberate lack of formality: the festival provided another early example of that new approach to laying out buildings. ‘When I was studying planning as a postgraduate student, one of the key books I read was by an American called Kevin Lynch.’ John was referring to an influential 1960 work on planning theory called The Image of the City, which explored the way in which people navigated through urban areas. ‘It was about what was then beginning to be called “townscape”. And he proposed a vocabulary for how to talk about the arrangement of urban spaces and the linkages of openness and closure and the importance of being able to see long distances – or not being able to see long distances. It provided me with the kind of vocabulary that had not been available at the time of the festival.’

[pp. 92-93] On 3 May 1951 at 11am, exactly 100 years after Victoria’s opening of the Great Exhibition in Hyde Park, King George VI declared the Festival of Britain open, and all the good intentions and the years of work were suddenly put to the test. John Gyford visited the festival twice as a child – three times if you counted the funfair at Battersea. His childlike delight was still palpable some 60 years later. ‘It was the sheer sense of novelty and revelation and amazement, even down to the level of things like these chairs’ – he indicated the metal-framed chairs we sat on in the Festival Hall café – ‘and obviously these aren’t the original ones. But even the idea of spindle-legged furniture was a complete revelation. Lightness and airiness and all that. In the film one of the designers says they quite deliberately went for light colours because at that date, before the clean air act, the buildings of London were black. And that was a complete amazement to me, that you could have buildings that weren’t either soot-stained Portland stone or battered red-brick. Some of it was quite dramatic, like the Skylon, and the size of the Dome of Discovery. But over and above that it was all the other details – it was the furniture and the colours, both on the stupendous scale and on the novelty scale.’

The cover of a booklet with the title 'South Bank Exhibition, London' at the top, and 'Festival of Britain' at the bottom, along with 'Guide Price 2/6'. The cover is filled with the festival's logo.
John’s Festival of Britain brochure.

[pp. 94-95] ‘The thing that left its longest memory with me in some sense,’ John Gyford said, with a certain sense of melancholy,

‘had nothing to do with the quality of the exhibition. As we got towards the end of our second visit here we were sitting over, down on the corner, almost opposite one of the entrances to County Hall where one of the exits was, and we were more or less getting ready to go. And I suddenly realised that we’d never come back – ’cos this was it, and none of this would ever be here again. And that was the first moment I think that I can recall suddenly understanding that not everything lasts. It wasn’t an intimation of mortality, but it was that sort of realisation that nothing is forever, which – I was 12 at the time – was quite an eye-opener. I mean, I didn’t break down and go into a nervous collapse, but I can remember quite clearly suddenly realising that, and I’ve never forgotten that, it was one of the key moments of my growing up.’

A photo of a rectangular red purse, with a zip across the top. It's a bit scuffed and has a metal Festival of Britain logo fixed to it.
John’s souvenir Festival of Britain purse.

Space House

[p. 237] The relationship between planners, developers and their architects tended to operate at two extremes – cosy and collaborative, or hostile and suspicious. John Gyford, the avuncular former LCC planner I met in the Festival Hall café, recalled the battles they regularly faced with developers determined to maximise their floor space. ‘On one occasion I attended one of these meetings between one of the senior officers and a developer’s architect, he said as we sipped our tea. ‘They were dealing with a site at the very far end of Shaftesbury Avenue where it comes into New Oxford Street. And it was a slightly awkwardly shaped site, but the developer’s architect had been as ingenious as he could to try to squeeze the maximum floor space out of it. The senior officer who was interrogating the architect was really not convinced that this scheme was going to meet the planning standards. And eventually the architect, in responding to this criticism produced what he may have thought was his clincher. He said, “But without what were getting in this plan, the scheme won’t be economic!” To which my senior officer replied, in his broad Yorkshire accent, “Well, it’ll bloody well have to be unecononomic!”’.

[pp. 245-8] John Gyford recalled the arrival of the plans [for Space House] from [Colonel Richard] Seifert’s office on his desk.

‘An enormous amount of trust was put in us, as young development control officers, by the system. Particularly because with central London we were dealing with some quite major planning applications. Very often we were allowed to deal face-to-face with major architects and developers.’

One of these was the Colonel:

‘I was allowed to phone him up personally and ask him to come into County Hall to discuss something with me. And he didn’t bat an eyelid about this. I would find myself talking over the counter to Richard Seifert about why his planning application had too many floors on it. The one I always remember, if you go up Kingsway on the left hand side a couple of hundred yards there’s a 1960s office block.’

A black and white photo of a circular modernist block, currently about ten stories tall. Two cranes can be seen beside it. A large sign reads 'McAlpine'.
Space House under construction, taken by Janet Gyford, John’s wife, in 1965.
More of her photos from 1965 on Flickr.

I jumped in excitedly at that point, and asked if he meant Space House.

‘Yes, that’s right, Space House. He came in with the first drawings of this.’ John used a napkin on the table to represent the slab block. ‘And behind it was this drum.’ He plonked down a pepper pot.

‘Well, the first plans he produced didn’t have a drum, they had a cross. We tested it against the daylight criteria and it contravened them. It threw shadows. It’s surrounded by Peabody-type flats. And he came in and I explained the problem to him, and he said, Oh, that’s all right, I’ll get them to design something different. And they came back with the drum! Now there was always this view held by the planners that as far as Seifert was concerned, the only point of the external cladding was to keep the rain off the typists. That he didn’t much care what it looked like. His job was to maximise the available floor space within what the planning system permitted. At that time he was very much given to using – and Centre Point is the classic example of this – those prefabricated reinforced concrete struts which were not only external cladding but a key element of structure. I don’t think he did that because it was beautiful, it just worked.’

A black and white photo of a tall modernist block, currently around 20 stories high. A crane can be seen over the top of it.
Centre Point under construction, taken by Janet Gyford, John’s wife, in 1965.

Given my immoderate love for Space House, I had to bite my tongue.

‘I never went to his offices myself but I know a colleague who did, and he said there were just these rows and rows of architects sitting at drawing boards. An entire great room of them! It was a bit like that scene in The Apartment, that Jack Lemmon movie, where there were all these guys sitting down at adding machines’

What was Seifert like, I asked him.

‘He was quite affable when I spoke to him, but on one occasion the mask slipped. He brought in the job architect to discuss a planning application, which I thought was proposing more office floor space than could be accommodated within the plot zoning for that site. The job architect insisted that they had not transgressed any limits so I went through page by page. I can’t remember now what building it was, but I explained my calculations. At the end of it Seifert accepted my figures, that I’d got it right. He turned to his job architect and said, “WELL?” I felt for the guy.’


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Our approach to advertising and expanding access to ChatGPT

Our approach to advertising and expanding access to ChatGPT

OpenAI's long-rumored introduction of ads to ChatGPT just became a whole lot more concrete:

In the coming weeks, we’re also planning to start testing ads in the U.S. for the free and Go tiers, so more people can benefit from our tools with fewer usage limits or without having to pay. Plus, Pro, Business, and Enterprise subscriptions will not include ads.

What's "Go" tier, you might ask? That's a new $8/month tier that launched today in the USA, see Introducing ChatGPT Go, now available worldwide. It's a tier that they first trialed in India in August 2025 (here's a mention in their release notes from August listing a price of ₹399/month, which converts to around $4.40).

I'm finding the new plan comparison grid on chatgpt.com/pricing pretty confusing. It lists all accounts as having access to GPT-5.2 Thinking, but doesn't clarify the limits that the free and Go plans have to conform to. It also lists different context windows for the different plans - 16K for free, 32K for Go and Plus and 128K for Pro. I had assumed that the 400,000 token window on the GPT-5.2 model page applied to ChatGPT as well, but apparently I was mistaken.

Update: I've apparently not been paying attention: here's the Internet Archive ChatGPT pricing page from September 2025 showing those context limit differences as well.

Back to advertising: my biggest concern has always been whether ads will influence the output of the chat directly. OpenAI assure us that they will not:

  • Answer independence: Ads do not influence the answers ChatGPT gives you. Answers are optimized based on what's most helpful to you. Ads are always separate and clearly labeled.
  • Conversation privacy: We keep your conversations with ChatGPT private from advertisers, and we never sell your data to advertisers.

So what will they look like then? This screenshot from the announcement offers a useful hint:

Two iPhone screenshots showing ChatGPT mobile app interface. Left screen displays a conversation about Santa Fe, New Mexico with an image of adobe-style buildings and desert landscape, text reading "Santa Fe, New Mexico—often called 'The City Different'—is a captivating blend of history, art, and natural beauty at the foot of the Sangre de Cristo Mountains. As the oldest and highest-elevation state capital in the U.S., founded in 1610, it offers a unique mix of Native American, Spanish, and Anglo cultures." Below is a sponsored section from "Pueblo & Pine" showing "Desert Cottages - Expansive residences with desert vistas" with a thumbnail image, and a "Chat with Pueblo & Pine" button. Input field shows "Ask ChatGPT". Right screen shows the Pueblo & Pine chat interface with the same Desert Cottages listing and an AI response "If you're planning a trip to Sante Fe, I'm happy to help. When are you thinking of going?" with input field "Ask Pueblo & Pine" and iOS keyboard visible.

The user asks about trips to Santa Fe, and an ad shows up for a cottage rental business there. This particular example imagines an option to start a direct chat with a bot aligned with that advertiser, at which point presumably the advertiser can influence the answers all they like!

Tags: ads, ai, openai, generative-ai, chatgpt, llms

What Happened to the "Don't Tread On Me" Conservatives?

Government agents carefully respecting Americans’ civil liberties. (Photo by U.S. Immigration and Customs Enforcement)

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As you’ve watched masked, anonymous, ill-trained, hyper-aggressive federal agents brutalize an entire city while the conservative media and every right-wing interest group cheers them on, a question may have presented itself: Where are all those conservatives who for your entire life have been gathering their guns and warning about something exactly like this? Where are all those Tea Partiers and their “Don’t Tread On Me” Gadsden flags warning about government tyranny? Isn’t this exactly the day they were preparing for?

Before you say “Those people are just hypocrites,” it’s more than that. This isn’t just it’s-ok-when-my-side-does-it partisanship. The people who used to be so worked up about the dangers of government tyranny are not just silent right now, they’re positively gleeful about what’s happening in Minneapolis, and the larger crackdown to come. And rather than a contradiction, what we have here is a coherent philosophy about the role of government and the proper uses of violence.

How it used to be, or never really was

Let’s start with a bit of recent history. For most of the modern era, conservatism was built — at least ostensibly — on a suspicion of government power. Conservatives said they believed government should tax as little as possible, regulate as lightly as possible, allow the free market to work its magic, and leave to individuals and families most of the decisions on how to live their lives. In its extreme forms, this orientation toward government manifested in angry hostility and the promise that if any law enforcement official ever tried to take their precious guns from them, those representatives of the state would have to kill them first:

This sentiment would grow in volume and intensity whenever a Democrat was elected president; you’d see an upsurge in gun sales and panicked warnings about the tyranny of “jackbooted government thugs” coming to cart freedom-loving Americans away. That phrase entered the lexicon in 1995, when the National Rifle Association, one of the most important political groups in the Republican coalition, sent out a fundraising email referring to law enforcement that way and warning that “in Clinton’s administration, if you have a badge, you have the government’s go-ahead to harass, intimidate, even murder law-abiding citizens.” Sounds awful!

That letter did cause some controversy, with a few of the more patrician Republicans saying that the NRA (which in the spectrum of gun nut groups is basically the least radical) had gone too far. Ex-president George H.W. Bush, who had spent a lifetime in government service, publicly gave up his membership in the organization, and to quell the criticism, the NRA issued a half-hearted apology, explaining that they weren’t referring to all law enforcement as jackbooted thugs, just some of them.

Nevertheless, the anger at a fictional crackdown on all manner of individual liberties persisted, expressed not just by far-right militia types, but also in only somewhat moderated form among “mainstream” Republicans. The threat that Clinton or Obama or Biden was about to deploy state violence was always terribly urgent, and justified the stockpiling of weapons and repeated invocations of Jefferson’s comment about the tree of liberty requiring watering with the blood of patriots and tyrants.

Photo by Fibonacci Blue (CC BY 2.0)

To the naïve observer, those statements and warnings might have indicated an aversion to excessive state power and state violence. But that was never what the conservatives felt. To the contrary; one could always detect a yearning for violence, not a dread that the day would come when they would have to start gunning down their enemies, but the fervent hope that the day would come sooner rather than later.

The masks are off

After an ICE agent gunned down Renee Good in her car, simple partisanship might have dictated that conservatives would come to the defense of the agent. But what we’ve seen in the days since has been something much more fervid and angry. Again and again, Republicans have said that deadly force can and should be brought down upon you not only if you’re a threat to the government, but if you get in their way, try to elude them, or just fail to do exactly what they tell you quickly enough. “Anytime someone uses a three to four thousand-pound vehicle to assault or impede or even to escape a law enforcement custody, that’s a deadly force situation. That is a domestic terrorist incident,” said Todd Lyons, the acting director of ICE — and you know how we deal with terrorists. “The bottom line is this: When a federal officer gives you instructions, you abide by them and you get to keep your life,” said Rep. Wesley Hunt of Texas. “If you get in the way of the government repelling a foreign invasion, you’re gonna end up just like that lady did yesterday,” said Rep. Randy Fine of Florida. Fine, however, is not opposed to people using cars as weapons; h has proposed something he calls the “Thump Thump Act,” which would allow people to run over protesters who get in their way. The name comes from the sound a car will make as it crushes your body.

In other words, many conservatives believe that if a liberal even tries to evade an ICE agent in their car, that’s sufficient justification for the agent to kill them, but using your car to kill someone is perfectly fine if the person under the wheels is a liberal. Many prominent Republican lawmakers support laws that allow people to kill protesters with their cars if those protesters get in their way, since shutting down traffic is a tactic that has more often been employed by leftists. Four Republican states have passed laws removing civil liability for those acts of vehicular death-dealing.

And of course, conservatives regularly turn killers like Kyle Rittenhouse (who killed two people and wounded a third) into heroes, provided the people they kill are liberals. So when they saw the video of Renee Good’s murder, they weren’t horrified, they were exultant. It’s just the kind of thing they’ve been thirsting for: some woke lib lesbian who was “very, very disrespectful” (as Trump put it) to a man with a gun, and got just what she deserved. And they want more.

In case the thread of consistency isn’t yet clear: Disruptive protest (even using cars) is good when conservatives do it, but when liberals do it, it should be met with swift and lethal force. Vigilante violence is good when the targets are liberals, and state violence is good when the targets are liberals.

And there’s more state violence coming. Not only have ICE and Border Patrol created a culture of rage and aggression within their agencies, they are desperately trying to recruit thousands of more agents with the billions of dollars Republicans in Congress gave them to deport millions of immigrants and re-whiten America. The Washington Post recently reported that ICE will be rolling out a $100 million campaign to find the kind of people who watch what’s happening in Minneapolis and elsewhere and think it’s something they want to be a part of, “including through ads targeting people who have attended UFC fights, listened to patriotic podcasts, or shown an interest in guns and tactical gear.”

These recruits will be precisely the kind of people who have fantasized about getting kitted out in kevlar, putting on a mask, and going out to crack some skulls, who watch Fox News or Newsmax and say, “Goddamn those leftist scum, if I was there I’d put them in their place.” In other words: thugs.

And those thugs get validation from the highest level. In times past, even a Republican administration would have described Renee Good’s killing as an unfortunate occurrence, and said that their investigation would get all the facts (even if they would have made sure the killer faced no accountability). But in this administration, the killing was immediately described not as a tragedy but as an unambiguously good thing. She was a “domestic terrorist” (Kristi Noem) and a “lunatic” (Karoline Leavitt), so clearly the fact that the officer gunned down this dangerous individual before she could commit whatever unholy massacres she had planned has made everyone safer.

To return to the question I began with: Where are the anti-government types, the gun nuts and preppers and Tea Partiers waving their Gadsden flags as the federal government wages war on an American city? The answer is: They couldn’t be happier about it. As Wired’s David Gilbert reported:

A WIRED review of hundreds of Telegram channels run by Proud Boy chapters across the country, as well as other far-right extremist and militia groups, reveals that there are no public calls for members to mobilize and defend ICE from the protesters.

Instead, members of the Telegram channels are posting deeply misogynistic and homophobic images, videos, and AI-generated content featuring Good and her wife, with one extremist expert telling WIRED that the channels in recent days have been almost giddy in response to the shooting.

“They are very enthused about what’s happening, because for many of them, [ICE and the DHS are] following what their blueprint would have been anyway,” says Wendy Via, cofounder and president of the Global Project Against Hate and Extremism, adding that there is no reason why the Proud Boys need to be on the ground. “When you’ve got law enforcement that seems so willing to abuse their powers, why get in trouble.”

Those who become anti-government extremists when there’s a Democrat in the White House have seamlessly transitioned to becoming pro-government extremists, cheering from the sideline as the jackbooted thugs do their work. That includes not just paunchy middle-aged militia goons taking target practice as they prepare for the race war they fervently hope for, but the most prominent Republicans in media and government. They see no contradiction, and there really isn’t one. It’s not about whether the government is being abusive, it’s about who’s on the receiving end of the abuse. That’s all it ever was, and all it ever will be.

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Talking Again With Claudia Sahm

The Federal Reserve has been in the news, for all the wrong reasons, with an obviously political criminal investigation into Jerome Powell, the Fed chair. So I thought it would be good to talk again with the inimitable Claudia Sahm about what it means. Transcript follows.

. . .

TRANSCRIPT:
Paul Krugman in Conversation with Claudia Sahm

(recorded 1/15/26)

Paul Krugman: Hey, everyone. Paul Krugman again and talking again with Claudia Sahm, who’s one of my real go-tos and a tremendously influential voice on macroeconomics. I’ve been looking at the Real Time Sahm Rule series on Fred, which is where those blue background charts on my Substack come from. Claudia’s my favorite Fed expert, or one of my favorites. Hi, Claudia. I thought we could talk for a bit about what’s been a pretty eventful week. Obviously on many fronts, but certainly in the Fed area.

Claudia Sahm: Happy to be back and to have this conversation. Sad that we are having the conversation and that it’s necessary, but it’s important to unpack it and see what this possibly is.

Krugman: Before we get into the criminal investigation of Jerome Powell and all of that, there’s also the state of the economy that is kind of interesting—that’s like when my mother had a recipe that failed my father would say it was “interesting”—but anyway, the state of the economy is interesting. Depending on which data you look at there are different conclusions or different stories that people tell. So what do you think is going on with the labor market?

Sahm: First, I’ll start with what I don’t think is happening. I don’t see a recessionary dynamic in the labor market, but that actually is a pretty strong statement, given the fact that we saw job creation really fall off a cliff last year. Frankly, it had been slowing for some time. So this is not just about last year, but job creation is very low in the United States, and we’ve seen the unemployment rate move higher. The jobs aren’t keeping up with the people who are out there looking for work, but this doesn’t look like our typical business cycle.

The unemployment rate drifted up last year, but it drifted up the year before as well. We are a full percentage point off the lowest point of the unemployment rate in the cycle, which was close to 3.5%; you look back all the way in the post-World War Two period, that has never happened. We’ve never had that much of an increase in the unemployment rate and not gone into a recession. But this is very different, it’s been very gradual. It’s not really picked up and gone from a slow increase to a really rapid increase that would be normal, so it is puzzling. At the same time, this past year, we’ve seen economic activity continue to expand. Those GDP numbers, they might overstate the case of how much strength there is in consumer demand and business investment, but they look pretty good. You have a really unusual set of signals from the economy. At a moment like that everyone at the Fed ought to be totally focused on “how do we interpret the economics”, “what’s the right interest rate”; there could be policy responses that go way beyond the Fed or tax cuts.

I’m very concerned about what’s happening in the labor market. It’s hurting people coming in. Young people looking for jobs, people on the margins looking for jobs—there’s some problems here, but we need to really focus on the economics of it, unpacking it. We don’t have the usual go-tos because it doesn’t look like historical periods. Then we have a moment where politics just floods in.

Krugman: We’ll talk about the politics in a minute, but for what it’s worth, that Real Time Sahm Rule indicator—let’s not go through what the indicator is again—but .5 was your criterion, it’s .35 now, which is kind of a little bit worrisome. But on the one hand, it doesn’t feel like that. Or it doesn’t look like, as you say, a recessionary dynamic. On the other hand, it’s extremely difficult to get a job. So if you have a job, we’re not having mass layoffs, but as you were saying, people do get laid off one way or another still, and even if it’s not en masse—then it’s really hard to find a new job. There’s a lot of debate about what’s going on there.

Sahm: I think this has been a real lesson. The problem in the labor market right now is a very low rate of hiring, the problem is not layoffs. Often we think, “layoffs, that’s the big problem. That’s the recession.” That’s why we get agitated and you say, “oh, there have been layoff announcements,” but we’re not actually seeing people losing their jobs. Jobless claims are not really up that much. So “oh everything’s okay,” right? But in fact a low hiring rate can be very problematic because over time as new workers come in and people who finish their education, whether it’s high school or college, other training, they really struggle to find jobs. So their underemployment rises, and that can be a big problem, not like in kind of a business cycle recession problem, but not bringing people in at their full potential, that we could pay for over a long period of time.

It is hurting groups on the margins of the labor market. We’ve seen the black unemployment rate really move up in the past year. So it’s not about layoffs. It’s about this low level of hiring. I think again, back to what’s happening in the broader economy, it’s kind of puzzling. It’s not that businesses don’t have the customers, it’s not that they aren’t making profits, they’re just not hiring. There could be a lot of explanations for it. But it’s an unusual problem, and just the fact that layoffs are happening or they’re still very historically low, that’s not a “coast is clear,” right? There’s still an issue for policymakers, but it may not be just as simple as cutting interest rates and doing tax cuts.

Krugman: Yeah it’s this kind of—freeze. So if you don’t have to move—in terms of jobs, you’re doing okay. But it’s really terrible. I have been sort of saying, “extreme policy uncertainty”—it’s a story, it’s probably the simplest story, but we don’t really know. As you say, it would be really something to try to figure out.

Sahm: There could be an explanation as simple as: early in the recovery from the pandemic, we had a very dynamic labor market; we had workers moving jobs, we had labor shortages, we had wage increases. It may just be the slower hiring now is a reflection of the fact maybe there was some over-hiring before, businesses have kept workers longer. People get more productive when they’re on the job longer. So there may be just this normalization. We had a job-full recovery in the beginning, which was unusual for the US in many decades, and we have shifted into a jobless expansion. It may just be part of the normalization, but it is worrisome, and particularly as it drags on.

So then there’s a question, is it uncertainty about the political environment? Is it uncertainty about technological changes that might be affecting the workforce? I don’t think AI can explain where we are right now in the labor market. We haven’t seen the diffusion of those technologies, but it could be holding back businesses from hiring. There’s a lot of possibilities here. But it’s a slower moving problem than a recession. But that doesn’t mean that it isn’t a problem and deserves potentially a policy.

Krugman: Policy response, but maybe not monetary policy response. It’s as you said, it’s maybe not something that cutting interest rates could solve.

Sahm: It may be. The Fed took action last year, right? They cut the Federal funds rate by 75 basis points over three successive meetings, despite the fact inflation was still elevated. We really didn’t make any real progress on inflation last year. Complicated situation: upside risk to inflation, downside risk to employment, and they stepped in. I think it was appropriate by saying “the labor markets are not in a bad place right now, but there’s a chance that this gets much worse. So we need to act preemptively, take out some insurance.” That was the path the Fed took. There were disagreements even at the Fed over what’s the right thing to do. But they’ve taken out the insurance, and we’re coming into the year where there are some tax cuts to households and businesses coming online, which also ought to give some support to stabilize the labor market.

I think the Fed is going to want to see their actions play out, see what these tax cuts do. So we’re kind of in a wait-and-see. I’m cautiously optimistic that we’ll see the hiring rate stabilize and move up, given the support from the Fed and the tax cuts. But if there’s something deeper, this uncertainty—I think we’re going to learn a lot about the labor market early this year. If there are deeper problems, more structural problems. Well, then that’s not where the Fed has very effective tools. That’s a different kind of conversation.

Krugman: People insisting that that stuff is structural and can’t be fixed by monetary policy, that’s been abused so often in the past, but this actually looks like it. This does not look like a simple problem, that “money is too tight.”

Sahm: The Fed should use the tools they have; the Federal funds rate, they have plenty of room to cut. Their dual mandate is maximum employment and price stability. If employment is really starting to slide, the Fed should be stepping in. It’s just a question of: we want to resolve the problem, right? The Fed may not be the solution to the problem but it doesn’t, as you said, it wouldn’t excuse them from staying on the side—it doesn’t. They haven’t stayed on the sidelines, they are in the mix. Because this is such an unusual dynamic with the labor market and the broader economy, it just raises questions about: what’s the right lever to pull? Frankly, we ought to pull a lot of levers, take uncertainty out of the economy. I think there’s a lot of conversations around AI that could probably benefit the labor market. So the market should be trying lots of different things because even though the layoffs aren’t with us right now, this is a real problem that is going to build over time.

Krugman: This is a time when you would really want a lot of calm, detailed analysis—but won’t necessarily get it, this is why we have professionals at the Fed but that’s not what higher management seems to want.

So, what was your reaction? We know that there’s been a lot of hectoring of Powell and the Fed from the White House, but this astonishing criminal investigation, how did you feel about that? I mean, obviously you weren’t happy.

Sahm: There’s a lot to unpack from this week with the Fed. First, I’m deeply concerned about the ongoing escalation of pressuring the Fed to lower interest rates. Taking out a criminal investigation against the Fed chair is very serious, this is past using words to insult, this is a pressure campaign and it’s one that’s being used not just against the Fed. So there’s a really big issue with the actions that were taken by the Trump administration. I fully support Jay Powell coming out with a public statement and being very clear—using the words of the renovation, this is a pretext, right? Jay Powell’s two minute public video statement was extraordinary. He has stayed out of the politics. He has not said “the White House is pressuring us to lower interest rates” until Sunday and it was a very clear and direct and brief message unlike what usually comes out of the Fed.

One thing I really appreciate in his statement, Powell didn’t refer to the “Fed independence” or similar jargon. He laid out, very clearly, what’s at stake. Are interest rates going to be decided by evidence and economic conditions, or are they going to be decided by political interference and intimidation? This is not just about the Fed. Frankly, we’ve seen other efforts from the White House just in the last week to try to push down interest rates in other places—the president saying “credit card companies cut rates to 10%” just by edict. So really focusing on: this is not about the Fed. This is not about what we do in the institution, it’s about the economic outcomes that are going to affect people, because it might sound to everyday Americans, “lower interest rates are great.” Who wants to pay more in interest, right? If you’re a borrower, if you’re saving, you want interest rates to be higher. But you want experts who can play through: “what does this mean?” Not just on day one when the interest rates are cut, but what does this mean two years, five years from now in terms of economic outcomes?

I really appreciated Powell for calling out the politics. Calling out the escalation that’s been very clear and centering on: “what are we really talking about here, this is either about economic evidence or about politics?” There was a big outpouring of support, including from some congressional Republicans who are close to the president. This does not seem like this was a successful campaign, Powell did not back down. He did not resign. He is probably not going anywhere anytime soon. I find that, somewhat, this is good for the Fed. But I am deeply concerned that a lot of the outpouring of support goes back to—this is Jay Powell, this is an individual who is a lifelong Republican. He has worked in Republican and Democratic administrations. He is the last of the bipartisan Fed members. He was elevated to a governor at the Fed by Obama and then brought to being Chair by Trump and renewed in the chair position by Biden, the kind of credentials and support that he has built over decades of his career in Washington working in politics, also working in private industry. Nobody else at the Fed has that kind of backing. And so, if Jay Powell had three more years left on his chair and the president had four months, I’d be like, “okay, we’re going to get through this.” But it’s the opposite. Jay Powell is out in four months as Chair. The Fed is in a very precarious position.

Krugman: Just to say, you and I are accustomed to reading Fedspeak and know that this is not how central bankers usually talk. In fact, that statement by former Fed chairs was largely unreadable by normal human beings. But Powell’s statement was really crystal clear, which was totally amazing. This tells you in a way just how great the things are, because there’s a reason why central bankers usually avoid being too direct, so as not to rile markets and so on. But, what happens? Trump will replace Powell with presumably whoever he chooses—and we may want to talk a little bit about those choices, but presumably whoever he chooses will be chosen—at least in the White House belief—that he’ll do what they say and cut rates. But what actually happens? Because it’s not that simple, the Fed isn’t simply run by the dictat of the Chair.

Sahm: We’re at a place where the president is going to make his nomination for Fed Chair. This has been a long drawn out, “Fed Chair-Apprentice series.” So we don’t know who that person is yet. But president Trump has made a very unusual and I think very problematic statement that he’s not putting anyone up unless they are in favor of much lower interest rates. So again, this is not about the evidence, economic conditions, the president’s like “I want rates lower” and he’s only going to put people in that are committed to getting rates lower. There’s a lot of problems with that. But this person has to then get through Senate confirmation. It was really important that some of the first and very influential members of Congress who stood up for Powell this week, they’ll be instrumental in getting Trump’s nomination for Fed Chair in place as Fed Chair. And in fact, Senator Thom Tillis, who’s on the Senate Banking Committee said, “until this investigation is closed up, he’s not advancing any nomination to the Fed, including the chair.” So, again, Powell’s term as Fed Chair ends in May, it’s problematic, this is the time where things should be moving. So there could be hurdles in the Senate. But in all likelihood, I think we should assume that Congress is going to give the president who he wants as Fed chair.

The Fed chair, it’s a leadership position, it’s incredibly important, but at the end of the day, the Fed Chair has one vote. There are 19 Fed officials, 12 of them are voting, to move interest rates down, you would have to have seven votes. So a Fed Chair coming in committed to lower interest rates has to win over other Fed officials to make that happen. We already knew coming into this year there was a lot of disagreement about Fed officials, even with the rate cuts last year, that Jay Powell was able to lead the Fed through because there’s economic concerns. There’s a case that could be built, if the data come in to support it, that would lower interest rates. Powell has said, and many Fed officials, they expect the next move of the Fed to be a rate cut. They’re just waiting for more evidence in particular that inflation slows. So I do expect the Fed to cut interest rates. I think it will take some time. But the president wants rates down now, and down rapidly. I think there’s been a lot of worries about Trump putting a loyalist at the Fed and somehow this individual being able to strong arm other members, and they make an assist from the Supreme Court: if the president’s allowed to remove Lisa Cook and other members, where they can pack the Fed and get the votes, that may be the path around we’re on. That would be very bad in terms of interest rates, because ultra low interest rates are not what the economy needs right now.

But I think there’s another path that hasn’t been discussed as much is that we might have a very weak Fed Chair. We could have someone in who is a loyalist to the president, who uses the bully pulpit of the Fed—and the Fed’s got a big bully pulpit—to just amplify the White House economic messaging, isn’t able to build a consensus, doesn’t have the trust of other members and then can’t get interest rates down and then the president gets mad and steps in. The next Fed Chair may be the one that actually gets fired, because who’s going to stand up and defend the loyalist Fed chair? He’s not Jay Powell, whoever it is is not going to be Jay Powell and have the kind of respect. Moving interest rates around because of political reasons, that’s bad; a weak, ineffective Fed, where the only people who are willing to go work at the Fed are political loyalists who don’t have skills, that is an incredibly dangerous situation for us to be in because crises happen. Things happen in the economy, things happen in the financial markets, to have a Fed that isn’t on top of its game, that’s a really bad place for us to be. I think that a very weak Fed could be the direction we’re heading in right now. It’s hard to see how this plays out in a good way unless some of the guardrails of the Fed are strengthened. That has to come from the Supreme Court strengthening removal protections from Congress, taking its responsibility of putting independent people at the Fed. But until that happens, I’m not going to be optimistic about this.

Krugman: People have largely forgotten it, but in early 2000, as the pandemic’s magnitude became clear, we came very close to a really complete financial meltdown. Basically the Fed poured in liquidity—would a weak political pawn, ignoramus Fed Chair, have been able to do that? I worry about that.

Sahm: Last year, to see disagreement among Fed officials about what’s the right thing to do, I found that reassuring. The economy was complicated, like we were talking about, it’s really hard to read the labor market: “what is the right thing? What is happening with inflation?” So there are moments where disagreement is reassuring and we can handle that; in the moment of a financial crisis, to have disagreement blow up inside of the Fed, that’s a moment where we need forceful action, competent action, and we need the Fed to be helping bring down uncertainty, that is not a moment where you want a Fed in disarray. That’s what we might end up with.

Krugman: I was interested to hear you say something about who wants to work at the Fed. I’ll get there in a minute, but what was really striking with the criminal investigations, it’s really bad if the president fires officials because he doesn’t like them, which is what happened—we’ve almost forgotten now, but the Bureau of Labor Statistics, Trump didn’t like a jobs number, and he fired her, and which didn’t actually appear to have changed there, but the agency hasn’t been politicized, at least not yet. But, this is more than that. This is saying “we will destroy your life. You don’t go along with my policy stuff, I will ruin you.” That has to have a chilling effect throughout the government in general, but certainly the Fed. I’m hearing some rumbles that the personnel situation at the Fed is not great. But I don’t know if you’re hearing the same stuff.

Sahm: Well, it goes way beyond the Fed. I said some of the situation stabilizing this week really rested on Jay Powell. He talked about how he had decades of bipartisan support. He also is worth tens of millions of dollars, he worked in the financial industry for many years. The criminal investigation in the Department of Justice is opening, the Fed legal staff cannot represent Jay Powell. He has to hire private counsel and, according to reports, had retained private counsel even before this investigation. This is not a total surprise that we were headed in this direction, but for him, he has the money to do this. He said in his statement, “as a public servant, there are times where you need to take a stand.” This is true and I am heartened that he took the stand and he is standing firm, but he has the ability to take that stand that most public officials don’t. They talk about, “watch the resignations out of different agencies.” We should be incredibly concerned about resignations out of the Department of Justice. That’s one of many ways that threats of lawsuits—people who don’t have the ability to represent themselves, don’t want to take their family through that. They might resign or they may not even be willing to sign up, because they’re not going to be protected.

This is a really bad path that we’re on, and it goes well beyond the Fed. So I’m glad that Powell was able to take the stand. But not everyone has the ability to do that. The Fed has more removal protections than practically any other public servants. It is an independent agency. Congress foresaw that the Fed would be vulnerable to political influence, and over time, there’s been attempts to politically influence it. You mentioned the commissioner, the Bureau of Labor Statistics is often considered independent, run by experts, not a place that the politicians hang out, but the Department of Labor, that’s in the administration, it’s been on tradition and norms that protected that individual from removal. The president has not respected those at all. He’s going after people who actually have some legal protections on their jobs, like Powell. So it’s a situation that, again, goes well beyond the Fed. You really do need people who are skilled and competent and trusted in these roles, and they’re not going to be welcomed.

Krugman: The Fed has a lot of career staff, people who have basically spent their whole lives there and have been dedicated public servants and are not personally wealthy. So Powell, because of a more complex background and private sector and all of that does have some personal resources, but I would assume most of the people that you really need to make sense of these peculiar goings on in the labor market, for example, don’t have a backstop. So if we get into the level of: “the Justice Department will be weaponized against anyone who isn’t going along with the president’s agenda,” my God, the Fed pays a little bit better than the civil service, but still, who wants to be in that position?

This is from left field, but the Fed does more than set interest rates. It also does regulatory supervisory work. Do you have any sense of what’s going on with that side?

Sahm: This case of keeping politics out of monetary policy, the tradition of politicians deciding what interest rates are, has a support in history, both in the United States and globally. The Fed is taking something of a position that really protects itself from political influence on monetary policy, but that case—and I kind of disagree with this—but they’ve said, the Federal Reserve has a lot of bank supervision and some financial regulations where the Fed isn’t standing alone like on monetary policy. The Fed stands alone, it is the institution within the US government that is making decisions on monetary policy. But when it comes to bank regulation, it is one of a set of Federal institutions. So the Fed works with the FDIC, an office to control the currency. They kind of split up the banks, and on regulations they’ll work together. So it’s less clear, because it is all part of the administration.

As an example of this, Michael Barr had been the vice chair in charge of supervision at the Fed. He was put into that position under President Biden. He stepped down from that position early this year. He’s continued in his role, he stayed on as a Fed governor. He’s continued to give speeches about bank supervision, about financial regulation. But it is clear that his view of where the Fed should be headed, where those areas should be, is different from the president’s. But the Fed didn’t take a big stand on “Barr is going to stay in place,” and instead Barr resigned from the vice chair of supervision. Michelle Bowman, who had been nominated by President Trump in his first term, stepped into that role. She was confirmed by the Senate in that role. So this is a case where the direction that the Fed has gone in terms of supervision and its financial regulation is much more consonant with the Trump administration and their views. Which isn’t to say that it’s politicized, but you can see the Fed is drawing a line with monetary policy. There’s justification of why monetary policy should not be the purview of politicians, but they haven’t brought the regulation into that. We’ll see how that plays out.

I think that’s the other thing that’s so notable about this week: Powell coming out with this public statement and really calling out the political interference. There are many steps in the first year of the Trump administration where the Fed could have come out and taken a stand, and they didn’t. Michael Barr had pressure on him and he stepped down, Lisa Cook, the president tried to remove; the Fed didn’t take the stand until we got to this place and one can second guess those decisions and have different opinions about it, but the Fed has treated the supervision as different. But they’re still taking the job seriously. I don’t want to act like they’ve just handed over the keys. But you can definitely see different approaches and a much lower tolerance for the politics to seep into monetary policy.

Krugman: It’s interesting because supervision is always a funny thing, on the one hand it is highly technical; you really can’t expect a random member of Congress to be able to second guess those kinds of decisions, you really do want professionals. On the other hand, at some level, it is clearly in the political arena.

Sahm: The supervision of banks is so central and frankly, the reason that the central bank exists is lender-of-last-resort, stabilizing financial markets. Well, if you have that power, you want to make sure you don’t have to use it, which means you oversee the financial system and make sure it doesn’t get to that point. So the banking system, the financial system, that’s so core to having a central bank, not monetary policy. The financial stability really is important. But then, one could make a case that as you said, the bank supervision, maybe that really should just be a full time expert, maybe it should all be under the FDIC. Maybe it shouldn’t be across agencies. One of my worries is after the financial crisis in 2008, part of Dodd-Frank, it took a lot of the consumer protection responsibilities away from the Fed, because I think, very credibly, there were arguments made that the Fed hadn’t lived up to their duties in terms of protecting consumers that they really focused on the mortgage fraud, it just didn’t rise to the attention because the Fed had other things they were focused on. So you think, “oh, let’s take this and put it in an agency that’s all dedicated: The Consumer Financial Protection Bureau” which I think is a great idea, until it gets shut down.

Krugman: Just a word for listeners. Dodd-Frank was the reform that was put in after the financial crisis. It became clear that the existing regulatory structure, which was designed for banks, wasn’t adequate for this whole world of shadow banking. So Dodd-Frank took a lot of stuff out of the house, the Fed and the consumer financial protection Bureau. But CFPB had a lot of legal protection, it was designed to be invulnerable to what has actually happened to it.

Sahm: It hasn’t proved invulnerable. So it might make a lot of good economic sense or good procedural sense to have bank supervision outside of the Fed. But the Fed truly has extraordinary protections from interference. It has its own budget. It has removable protections that other agencies don’t have. It’s really tied into financial markets in a way that kind of gives it—I don’t think it’s the best backstop, but it does give it more protection than other Federal agencies. That kind of institutional framework is really important.

Krugman: A quick anecdote. The group of 30 — Paul Volcker used to be the chairman of that group. He looked at me during some meeting and said “Krugman, you’re looking pretty down. What’s wrong?” And I said, “oh, I just spent two hours listening to a bunch of men in suits talk about bank supervision,” which I thought was the most boring, impossible subject. I think it was 2007. A year later, inadequate bank supervision blew up the world. So I was wrong to be so bored, although it is inherently a deeply boring subject. But you’re right, there’s always a question here about how the Fed has a lot of institutional protection and professionalism, and so it’s good to have important stuff under that roof; but too much stuff under that roof, then it’s not the Fed anymore. And it’s no longer going to be treated specially. So this is a bit hard. But I do worry that in looking at the interest rate decision, we may be looking too narrowly at what’s under threat now.

Sahm: Another problem that I’ve seen, there’s been a lot of talk about reform of the Fed. Treasury Secretary Bessent has a long list of things that he thinks the Fed has done wrong or could do better. You’ve seen other Fed chair candidates mention similar things. I want to be clear, like the Fed is not perfect. I think there are big questions about how you have an independent agency where technocrats are making decisions that affect millions of Americans. They’re not elected, so then how do you have independence? But then also accountability: how do they report to Congress? Like where should the lines be? Because some decisions should be determined by politicians. It’s not that you just want the economists or the lawyers running the world, right? You have a political process. So there’s these big questions that have been since the very beginning of the Fed and will continue about how you could do it better as an institution.

Unfortunately, I have a hard time really joining in these “let’s make the Fed better” conversations because they also don’t feel like they’re motivated in terms of making the Fed better. It’s like trying to weaken the Fed, discredit the Fed. I am not convinced that the president is going to be able to move interest rates down. When we talked about a lot of reasons why the Fed just doesn’t pull rates down. I think the president is going to be very effective at weakening the institution, and probably already has. This is going to be a really big mess to clean up, even if it doesn’t blow up in some dramatic market movement. So that’s where some of these reform discussions aren’t about making the Fed better. They’re about making the Fed weaker, and that makes it more vulnerable to political intimidation.

Krugman: If you want to make a case for why politicians shouldn’t have their direct hand on the dial. It’s hard to do better than looking at Trump’s recent statements. I think just the other day he said “if the market is up, then we should cut interest rates,” because they seem to think of interest rate cuts as a gold star that you get for doing well on a class quiz, instead of as a management tool for managing trade-offs.

You probably can’t answer this, but maybe it’s a jumping off point: How bad can it get? Not in terms of how bad it is at the Fed, which I worry about to be a thing, because I have friends there, but how bad does it get in terms of the macro economy?

Sahm: We can go back and look at the last time the Fed was under incredible amounts of political pressure. There are some parallels in terms of where we are in the political calendar as well.

In his reelection campaign, President Nixon put a lot of pressure on the then Fed Chair, Arthur Burns. This was someone who he had worked with, had close ties to, and the Fed kept interest rates low in the election year. That was part of gooseing the economy, keeping it going, it’s good for an election—that history has been told, but if you go back and look at that moment, it wasn’t just about the Fed keeping interest rates down, there was a big push to get the housing market going. Lots of different measures. The levers that were pulled in the Nixon administration are different than today. But it has this spirit, you see, price controls trying to loosen up credit and the housing market, this big effort to really run the economy in a way that in the short term, was beneficial to people. Growth is good, housing market is up, stock market is up. Nixon was reelected. We know that Nixon was pulling levers outside of the economy too, with the reelection. The Fed was one piece in a much bigger puzzle.

We’ve looked, in the last week, the edicts, the proposals coming out of the president, they go broader than the Fed. “Cut credit card rates to 10% by next week. Do purchases of mortgage-backed securities,” you’re pulling a lot of different levers to get interest rates down, and the efforts to intimidate the Fed haven’t been successful up to this point, but they fit within a broader thing—but back to: why should anyone care about this? They’re going to push interest rates down, and try to run the economy hot. It politically worked well in terms of the reelection with Nixon. But the economy was a mess on the other side of that, as the price controls came off, as the interest rates and the inflation took off. That required us to get the inflation under control, which had been building over time, that took some really dramatic efforts from the Volcker Fed in terms of raising interest rates, a deep recession. So it did a lot of damage. We’ve seen this news, the other cases around the world, eventually you end up with higher inflation and you end up with financial instability.

Krugman: That’s something we aren’t talking about much, the financial side. The inflation side is sort of easy: single focus, that’s kind of one number, there’s one inflation rate. But the broader issue of financial stability, also an irresponsible politicized Fed which would contribute to that.

Sahm: Yes. For that it’s really event driven. It’s not like interfering with the Fed isn’t a guarantee that you get bad outcomes, you might not get bad outcomes right away. You might not get it later. We could get lucky in that: productivity has risen. It could really set in. We could be disinflationary. Having ultra low interest rates might be the right thing to do by the end of this year, next year. This is not my base case at all. But you could have events come together in a way that pushing interest rates lower doesn’t create excess inflation, doesn’t create instabilities. We might not have another kind of Silicon-Valley-bank-run-type issue. We might not have credit market problems or whatever. Then it’s like, “oh, this wasn’t such a big deal.” I think for markets, they haven’t reacted much to all this because we’re not really in a crisis moment. We’re not really depending right now on the Fed only getting it right. But bad events happen. It just dials up the risk because you don’t have a Fed, or just more broadly thinking about interest rates, thinking hard about: is this the best thing to do in terms of the evidence and the economic conditions?

Then you could make a really bad decision in terms of interest rates, and if that moment of financial disruption comes, you could just really botch it. Financial markets move fast. With the Fed, there have been multiple times where they kind of got things under control quickly, like over the weekend and it didn’t spiral out. Well, If you have a Fed that comes in and really botches the response, things could start spiraling out. So it’s not a guarantee that bad things happen and we don’t want to overdramatize it. But it’s like: what purpose does this serve in terms of the American people and the economy functioning to be putting this much pressure on the Fed? Really trying to push through a political agenda on interest rates that historically has not ended well.

Krugman: The Fed’s track record is not perfect. They called inflation wrong in 2021. But we didn’t get stagflation back. This is an institution we ought to be cherishing for being open-minded and having done stuff mostly right. And now instead, you have potential criminal charges.

Sahm: Another piece of the Fed that really is trying to engage with the data, the evidence, and the Fed gets a lot of criticism for not raising rates soon enough in 2021 as inflation is taking off. They did pivot in 2022. The Fed raised interest rates very aggressively to try and get that under control. So they were willing to shift gears, Powell has even said we could have moved sooner. You have individuals that have been willing to admit a mistake and change course because the date, like the economy says, we need to change course for as much as Powell-Fed is criticized for the inflation we saw in ‘21 and ’22, the Powell-Fed also oversaw a very rare occurrence of a soft landing. Inflation has come down—not all the way down—but it has come down a lot. The unemployment rate has risen some, but we avoided recession, this is not typical. I think part of that is—it’s not all about the Fed, The Fed does not run the economy—but it is really important to have an institution and people at the Fed who are willing to pivot and do what is right for the economy, not kind of stick to their guns of like, “well, I just know that we need to be doing x, y, z with interest rates.”

So they pivoted and when they pivoted, they moved really forcefully. They’re responding because the economy was giving them signals like, “hey, you got to course correct here.” That kind of response contributed to what has been—despite all that’s been thrown at the US economy since the pandemic—we’ve done pretty well here. That ability to change course and pivot is really important. That’s something that I think would be very hard if it’s all the political calculus behind it.

Krugman: Gosh. Actually having people in positions of responsibility who are willing to admit mistakes and change course, that’s a kind of an un-American idea at this point in our nation’s history. But an amazing thing.

Well, thanks so much. Quite an amazing moment. The Fed is not unique in this, kind of, fraught moment, but this is not some place I expected to see this kind of thing. Thanks again so much for talking to me.

Sahm: Thank you.

Reposting: Remembrance of Kevin Warsh Past

OK, the betting markets say it’s a good time to repost something I wrote last April

For now, it seems as if Donald Trump will wait for Jerome Powell’s term to expire rather than firing him. But when Powell goes, Trump appears likely to appoint Kevin Warsh to the job. What do we know about Warsh?

The answer is, he’s an operator who says things that sound smart unless you pay attention. People who wonder whether he’s a monetary hawk or dove are missing the point: he’s political, against policies that help Democrats and for policies that help Republicans.

I thought it might be interesting for people to read what I wrote about him in June 2010, during the aftermath of the financial crisis. Reposted from my old blog:

The Conventional Superstition

June 2010

Calculated Risk points us to a speech by Kevin Warsh that strikes me as almost the perfect illustration of the predicament we’re in, in which policy is paralyzed by fear of invisible bond vigilantes. Warsh isn’t an especially bad example — but that’s the point: this is what Serious People sound like these days.

The bottom line of Warsh’s speech — although expressed indirectly — is that it’s time for fiscal austerity, even though the economy remains deeply depressed; and no, the Fed can’t offset the effects of fiscal contraction with more quantitative easing. In short, the responsible thing is just to accept 10 percent unemployment.

And why is this the responsible thing? On fiscal policy,

market forces are often more certain than promised fiscal spending multipliers.

Um, but those market forces are currently willing to lend money to the US government at an interest rate of 3.05 percent. But never mind:

unanticipated, nonlinear events can happen

So it’s these “unanticipated, nonlinear events” that are “more certain” than the direct effects of fiscal policy? I’m confused.

And on monetary policy,

The Fed’s institutional credibility is its most valuable asset, far more consequential to macroeconomic performance than its holdings of long-term Treasury securities or agency securities. That credibility could be meaningfully undermined if we were to take actions that were unlikely to yield clear and significant benefits.

OK, but why, exactly, does it help the Fed’s institutional credibility to do nothing to help a deeply depressed economy?

The point here is that Warsh’s argument basically rests on assertions not about what markets are saying now, but about presumed market reactions to policy. And these assertions about how markets will react are

(a) not based on any actual evidence
(b) actually assume that markets will behave irrationally

This goes for both fiscal and monetary policy. Again, right now the bond market doesn’t seem worried about US solvency. And rationally, stimulus spending shouldn’t change that view: with the long-term real interest rate well below 2 percent, current borrowing has only a trivial effect on the long-run state of the budget.

You may say that markets will see short-run austerity as a signal of our willingness to make long-run sacrifices; but why? What the United States needs to do in the long run, mainly controlling health care costs and increasing revenue, has nothing to do with the question of whether we have a second stimulus package.

On monetary policy: again, the large expansion of the Fed’s balance sheet so far doesn’t seem to have worried markets: right now, the 10-year TIPS spread is 1.9, showing no sign of exploding inflationary expectations. And for that matter, a rise in inflation expectations would actually be a good thing right now, encouraging more spending — unless you believe that markets will someone react badly, for reasons not specified, to the Fed’s impaired “credibility” defined as … well, I’m not sure what.

So what we’ve got here is an assertion that bad things will happen if you do certain things, without either any evidence to that effect or any explanation of why those things should happen. Yes, maybe bond markets will punish us if we don’t slash spending right now; also, maybe we’ll have bad luck if we step on cracks, or fail to turn aside when Basement Cat crosses our path. But why does this pass for judicious policy discussion?

Managers on alert for “launch fever” as pressure builds for NASA’s Moon mission

KENNEDY SPACE CENTER, Florida—The rocket NASA is preparing to send four astronauts on a trip around the Moon will emerge from its assembly building on Florida's Space Coast early Saturday for a slow crawl to its seaside launch pad.

Riding atop one of NASA's diesel-powered crawler transporters, the Space Launch System rocket and its mobile launch platform will exit the Vehicle Assembly Building at Kennedy Space Center around 7:00 am EST (11:00 UTC). The massive tracked transporter, certified by Guinness as the world's heaviest self-propelled vehicle, is expected to cover the four miles between the assembly building and Launch Complex 39B in about eight to 10 hours.

The rollout marks a major step for NASA's Artemis II mission, the first human voyage to the vicinity of the Moon since the last Apollo lunar landing in December 1972. Artemis II will not land. Instead, a crew of four astronauts will travel around the far side of the Moon at a distance of several thousand miles, setting the record for the farthest humans have ever ventured from Earth.

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The post-Nobel career of Adam Riess, and controversies in cosmology

The Atlantic has a story about a controversy in cosmology about the expansion of the universe, and whether its explanation requires the hypothesis of dark energy.  But what caught my eye is the author's apparent surprise that a Nobel laureate at the center of the controversy continued his research career, post-Nobel.

Here's the link, and the paragraphs that caught my eye: 

The Nobel Prize Winner Who Thinks We Have the Universe All Wrong  Cosmologists are fighting over everything.  By Ross Andersen 

  "Adam Riess was 27 years old when he began the work that earned him the Nobel Prize in Physics, and just 41 when he received it.

...

"When he returned from Stockholm with his prize in 2011, he found that his academic life had changed. People around him started to behave oddly, he told me. Some clammed up. Others argued with him about trivial things, he said, perhaps so they could boast of having dunked on a Nobel laureate. Riess was besieged with invitations to sit on panels, give talks, and judge science fairs. He was asked to comment on political issues that he knew nothing about. He told me he was even recruited to run major scientific institutions. 

"Riess wondered about that path—being the big boss of a NASA mission or gliding around a leafy university as its chancellor. He could see the appeal, but he hated fundraising, and unlike other, older Nobel laureates, he said, Riess still felt that he had scientific contributions to make, not as an administrator, but as a frontline investigator of capital-n Nature. “Scientists sometimes tell themselves this myth: I’ll go lead this thing, and then I’ll come back and do research,” he told me. But then, by the time they’ve finished up with their administrative roles, they’ve lost touch with the data. They become clumsy with the latest software languages. “The science passes them by,” Riess said.

"Riess decided to stick with research. "

Politics of Power? The People Can Play That Game Too

It Could Backfire and the People Could Wake Up—and History Shows Why

Trump wants to make politics all about power. He wants international relations to be about it as with Venezuela and the threats against Greenland. Also politics around the country as with sending troops to cities he doesn’t like and withholding money for programs for states he doesn’t like. He wants politics in DC about it too, as in defying Congress in all sorts of ways then scaring Republican members into submitting by threatening to campaign against their re-election.

Times it’s been better

Power is what so very much has always been about, even in this nation’s best times of leaning a little closer toward higher principles. Even at times of the environment being relatively better tended to. Times of some advancement of the status of people of color and the legalization of gay marriage. Times when money did not get things quite as much its way, as in monopolies being broken up or prevented from forming, or with the reining in of dangerous banking investment practices after 2008. But even in those times it was the sway of the rich and influential that made those accomplishments so difficult, and which constantly limited them and often pushed them back, as is happening now. Certainly not everyone who is rich wants all that is happening now, but the ones who are leading these destructive changes are rich and are either in power or are influential.

Times it’s been worse

Relative power is why there is such wealth and income disparity. It’s why the difference in pay between a CEO and an average worker has sky rocketed (in 1965 a CEO made 21 times what the typical worker made. In 2024 it was 281 times). It’s why the way the pie is sliced, the big pie of total national income, and how much of that actually ends up in the hands of the people doing the work, what BLS calls Labor Share, has shrunk since the 1970s, and still shrinking fast.

Where does that power come from? The rich pull strings and apply pressure and badger employees and consumers and citizens into acquiescing. Some are very blatant about it. Some have no intention of doing that and are just trying to conduct business, but the result is the same. It works because people acquiesce.

Why do they acquiesce? Because they’re waiting for, hoping for, some laws or regulation of things, or some market forces, or some occasional true champion in leadership, or some reasonable behavior to lead to their getting what they should get. That is, the environment they live in not so abused, the poisonous side effects of industry reasonably controlled, the economy not completely under the thumb of the richest people and companies, their pay being reasonably close to what their work is worth given what the companies makes. They acquiesce because they can only assume that some of that is already true and that what they’re making probably is close to what they should be making. Surely it is, isn’t it? Isn’t it?

Why does it take people acquiescing? Because, though people are rarely aware of it, people have most of the power. The rich, the powerful, the political bullies can only get it by getting the people to be unaware and to unconsciously yield it to them.

But what happens when those most in charge make it explicit and blatant that they want everything to be about power and they are going to make it that way, and they are going to grab every bit of it they can? What happens when you are watching them take more and more of the things you used to feel you had at least some control over? Watching as they make your life smaller and smaller? Watching while you either just accept this, or it occurs to you that you have to play the same game. You have to exert whatever power you can to stop the encroachment. You start to look around to figure out what power you have. People, having been backed into a corner of looking at things in terms of power, and trying to find any power they have, might stumble on the fact that they’ve had all the power all along anyway.

Times we’ve used our power

The people had the power in the early 1900s when they had been being paid pennies to work endless hours in dangerous jobs and they said, “Enough!” and got big improvements in workplace safety and limits on child labor hours. They had it when enough people said enough about “legal” bias and brought and end to Jim Crow laws and pushed through the Civil Rights Act. When in the 1930s they elected and supported leadership that would bring about a New Deal that shifted the whole economy much more to the benefit of those doing the work, which then continued for decades. We had the power when our original colonies told the British crown, “We don’t submit to this anymore.”

The people had the power when they overthrew Hosni Mubarak in Egypt, when they ended communist rule in Poland and forced elections and chose freedom-champion Lech Walesa, when they ended apartheid in South Africa and let the country be run by the votes of all people regardless of color. We don’t need an overthrow. An about-face within our own systems and ways of doing things is what is needed. One that would shift the whole focus of the country much more toward the benefit of the people, similar to what was done in the 1930s.

But you push people into that corner, you make life at the moment all about power, you make them either look to find power or else just watch so much being taken, and who knows? You might just push them into stumbling on the fact that’s been right under their nose all along. That they could force change from a system warped to the top. Push them and corner them and they might discover that they’ve had the power all along to say, “We don’t submit to this anymore.”


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Growth Experiences and Trust in Government*

From a new QJE paper by Timothy Besley, Christopher Dann, and Sacha Dray:

This paper explores the relationship between economic growth and trust in government using variation in GDP growth experienced over a lifetime since birth. We assemble a newly harmonized global dataset across eleven major opinion surveys, comprising 3.3 million respondents in 166 countries since 1990. Exploiting cohort-level variation, we find that individuals who experience higher GDP growth are more prone to trust their governments, with larger effects found in democracies. Higher growth experiences are also associated with improved perceptions of government performance and living standards. We find no similar channel between growth experience and interpersonal trust. Second, more recent growth experiences appear to matter most for trust in government, with no detectable effect of growth experienced during one’s formative years, closer to birth or before birth. Third, we find evidence of a “trust paradox” whereby average trust in government is lower in democracies than in autocracies. Our results are robust to a range of falsification exercises, robustness checks and single-country evidence using the American National Election Studies and the Swiss Household Panel.

Via Alexander Berger.

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NGC 7023: The Iris Nebula

These cosmic clouds have blossomed 1,300 light-years away These cosmic clouds have blossomed 1,300 light-years away


“Tyler Cowen’s AI campus”

That is a short essay by Arnold Kling.  Excerpt:

Tyler’s Vision

As a student, you work with a mentor. At the beginning of each term, you and your mentor decide which courses you will take. If there are other students on campus taking them, great. If not, maybe you can take them with students at other schools, meeting remotely.

For each course, an AI can design the syllabus. Tyler gave an example of a syllabus generated by ChatGPT for a course on Tudor England. If you can find a qualified teacher for that course, great. If not, you could try learning it from ChatGPT, which would provide lessons, conversations, and learning assessments (tests).

Tyler thinks that 1/3 of higher ed right now should consist of teaching students how to work with AI. I do that by assigning a vibe-coding project, and by encouraging “vibe reading” and “vibe writing.”

The reason for proposing such a high proportion of effort to learning to work with AI is because we are in a transition period, where the capabilities of AI are changing rapidly. Once capabilities settle down, best practices will become established, and knowledge of how to use AI will be ingrained. For now, it is very hard to keep up.

It is possible, of course, that Tyler and I could be wrong. It could be that the best approach for higher ed is to keep students as far from AI as one can. I can respect someone who favors an anti-AI approach.

But I am disturbed by the lack of humility that often accompanies the anti-AI position in higher education. I have difficulty comprehending how faculty, at UATX and elsewhere, can express their anti-AI views with such vehemence and overconfidence. They come across to me like dinosaurs muttering that the meteor is not going to matter to them.

I believe the talk will be put online, but a few extra points here.

First, the one-third time spent learning how to use AI is not at the expense of studying other topics.  You might for instance learn how to use AI to better understand Homer’s Odyssey.  Or whatever.

Second, I remain a strong believer in spending many hours requiring the students to write (and thus think) without AI.  Given the properties of statistical sampling, the anti-cheating solution here requires that only a small percentage of writing hours be spent locked in a room without AI.

Third, for a small school, which of course includes U. Austin, so often the choice is not “AI education vs. non-AI education,” rather “AI education vs. the class not being offered at all.”

Why should not a school experiment with two to three percent of its credits being AI offerings in this or other related manners?  Then see how students respond.

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January 15, 2026

January 15, 2026

You know what Americans aren’t talking about very much today after Trump’s threat to detonate the North Atlantic Treaty Organization (NATO) this week and his threat this morning to invoke the Insurrection Act in Minnesota?

They aren’t talking a lot about the fact that the Department of Justice has released less than 1% of the Epstein files despite the law, the Epstein Files Transparency Act, Congress passed requiring the release of those files in full no later than December 19. Trump loyalists are trying to shift public anger at Trump over the files back to former president Bill Clinton and former Secretary of State Hillary Clinton, whom QAnon conspiracy theorists believed were at the heart of a child sex trafficking scheme.

Representative James Comer (R-KY) has threatened to hold former president Clinton in contempt of Congress for refusing to appear for a closed-door deposition about Epstein. But in a scathing four-page public letter to Comer, the Clintons called the subpoenas invalid and noted that Comer had subpoenaed eight people in addition to the Clintons and had then dismissed seven of them without testimony.

They also noted that Comer had done nothing to force the Department of Justice to release all the Epstein files as required by law, including all the material relating to them, as Bill Clinton has publicly called for. They said, “There is no plausible explanation for what you are doing other than partisan politics.”

The Epstein files are the backdrop for everything else, but also getting less attention than they would in any normal era are the fact that an agent for Immigration and Customs Enforcement shot and killed a 37-year-old white mother a little more than a week ago and that President Donald J. Trump, Vice President J.D. Vance, and Secretary of Homeland Security Kristi Noem all defended her killing by calling Renee Good and her wife “domestic terrorists.”

As G. Elliott Morris noted today in Strength in Numbers, more Americans disapprove of that shooting and the way ICE is behaving than approve of them by a margin of about 20 points. There is a gap of about 8 points between Americans who want ICE abolished over those who don’t. Morris writes: “Trump has turned what was nominally a bad issue for him (–6 on immigration and –10 on deportations, per my tracking) into a complete sh*t show in the court of public opinion.” Although immigration had been one of Trump’s strongest positions, now only 20–30% of Americans favor the way ICE is enforcing Trump’s immigration policies.

While Trump and administration officials insist they have had to crack down violently on undocumented immigrants because an organized arm of the Tren de Aragua gang has invaded the United States, Dell Cameron and Ryan Shapiro of Wired reported yesterday that they had obtained hundreds of records showing that U.S. intelligence described Tren de Aragua not as a terrorist threat, but as a source of fragmented, low-level crime. Although Attorney General Pam Bondi insisted that Tren de Aragua “is a highly structured terrorist organization that put down roots in our country during the prior administration,” U.S. officials in 2025 doubted whether the gang even operated in the U.S.

In the wake of Good’s murder, the administration sent more agents to Minnesota in what appears to be an attempt to gin up protests that change the subject from Good’s murder and appear to justify ICE’s violence. Today, Minnesota governor Tim Walz asked Minnesotans to bear witness: “You have an absolute right to peacefully film ICE agents as they conduct these activities…. Help us create a database of the atrocities against Minnesotans, not just to establish a record for posterity, but to bank evidence for future prosecution.”

Last night a federal agent shot and wounded a man in Minneapolis, setting off clashes in the area between agents with tear gas and flash-bang grenades and about 200 protesters who threw snowballs and firecrackers at the agents. What happened between the agent and the victim is unclear: Nicholas Bogel-Burroughs, Mitch Smith, and Hamed Aleaziz of the New York Times reported that a Minneapolis police supervisor told protesters he didn’t know what happened, saying, “It’s not like [the agents are] talking to us.”

This morning, Trump’s social media account posted: “If the corrupt politicians of Minnesota don’t obey the law and stop the professional agitators and insurrectionists from attacking the Patriots of I.C.E., who are only trying to do their job, I will institute the INSURRECTION ACT, which many Presidents have done before me, and quickly put an end to the travesty that is taking place in that once great State. Thank you for you [sic] attention to this matter! President DJT.”

Legal analyst Asha Rangappa points out that invoking the Insurrection Act is not the same as declaring martial law. The Insurrection Act overrides the Posse Comitatus Act to permit troops to enforce federal laws or state laws protecting constitutional rights. It is not clear even then, she writes, that they have authority to enforce state criminal laws. Still, the administration has been defining enforcement of federal laws exceedingly broadly.

Governor Tim Walz has appealed directly to Trump, asking him to “turn the temperature down. Stop this campaign of retribution. This is not who we are,” he wrote on social media. Walz also appealed to Minnesotans not to give the administration an excuse to send in troops. “I know this is scary,” he wrote. “We can—we must—speak out loudly, urgently, but also peacefully. We cannot fan the flames of chaos. That’s what he wants.”

The images coming out of Minnesota have been compared to those of Public Safety Commissioner Bull Connor ordering police officers and firefighters to use fire hoses against the children marching during the civil rights movement in Birmingham, Alabama, or of law enforcement officers beating civil rights marchers in Selma, Alabama. A family with six children in a van caught in the clash last night were hit with tear gas and air bags detonated by a flash-bang grenade. Three of the children, including a six-month-old infant, were taken to a hospital by ambulance for treatment. “My kids were innocent. I was innocent. My husband was innocent. This shouldn’t have happened,” the mother told Kilat Fitzgerald of Fox9 in Minneapolis. “We were just trying to go home.”

The administration has now openly shifted from using federal agents to round up undocumented immigrants to using federal power to suppress political opponents. White House press secretary Karoline Leavitt told reporters today that Trump’s threat to invoke the Insurrection Act “spoke very loud and clear to Democrats across this country, elected officials who are using their platforms to encourage violence against federal law enforcement officers who are encouraging left-wing agitators to unlawfully obstruct legitimate law enforcement operations.”

Homeland Security Secretary Kristi Noem told reporters today that federal agents will ask Americans to “validate their identity” by showing proof of citizenship if they are near someone federal agents allege has committed a crime. As CNN’s Kaanity Iyer reported, today, CNN legal analyst Elie Honig explained that it is unconstitutional for an officer to ask someone to show proof of citizenship “without some other basis to make a stop.”

Yesterday, in an interview with Reuters, Trump complained about the common pattern in the U.S. that the party of a president who wins an election then loses seats in the midterms, and suggested he didn’t want to be in that position. “It’s some deep psychological thing, but when you win the presidency, you don’t win the midterms,” Trump said. He went on to say that he had accomplished so much that “when you think of it, we shouldn’t even have an election.”

In that same interview, Trump denied the real conditions in the United States during his presidency. He said polls showing popular opposition to his threat to take Greenland were “fake.” He said he doesn’t care that even Senate Republicans object to the Department of Justice opening a criminal investigation into Federal Reserve chair Jerome Powell in order to force him out and give Trump control of the nation’s financial system. When asked about the affordability crisis in the country, he said again, and falsely, that the economy was the strongest “in history.”

“A lot of times, you can’t convince a voter,” he said. “You have to just do what’s right. And then a lot of the things I did were not really politically popular. They turned out to be when it worked out so well.”

One of the other things Trump’s statements have driven out of the news is the revelation from yesterday that the U.S. has sold $500 million worth of Venezuelan oil and is keeping the money in Qatar rather than in U.S. banks. Trump claims that he has the power to manage that money, and is trying to prevent its capture by the oil companies that have prior claims against Venezuela for property seized when it nationalized the oil fields.

“There is no basis in law for a president to set up an offshore account that he controls so that he can sell assets seized by the American military,” Senator Elizabeth Warren (D-MA) told Shelby Talcott and Eleanor Mueller of Semafor. “That is precisely a move that a corrupt politician would be attracted to.”

The administration is clearly trying to consolidate power, but its actions also reflect the growing strain of Trump’s poor poll numbers, popular anger over ICE, fury over threats against Greenland, Republican pushback over the investigation of Powell, and the December 23, 2025, decision of the Supreme Court suggesting Trump could not use federalized National Guard troops to enforce his power on Democrat-dominated state governments.

That strain is showing in the administration’s raid yesterday of the home of Washington Post reporter Hannah Natanson. The FBI executed a search warrant at Natanson’s home, searching for evidence in a case against a government contractor they say has illegally retained classified documents. But Natanson is a leading journalist covering the federal workforce, a beat that means she has contact with hundreds of federal employees who might give her information about the workings of the administration. The agents seized her phone, two laptops—one personal and one issued by the Washington Post—and a Garmin watch.

The First Amendment to the Constitution, which protects freedom of the press, makes searches of reporter’s homes exceedingly rare. President of the Reporters Committee for Freedom of the Press Bruce D. Brown called the search of Natanson’s home “a tremendous escalation in the administration’s intrusions into the independence of the press.”

The strain also showed in Trump’s fury on Tuesday when a worker at a Ford plant Trump was touring as an attempt to appeal to his weakening base shouted “pedophile protector” at him. Rather than simply ignoring the heckler, as politicians usually do, Trump gave him the middle finger and said, “F*ck you. F*ck you.”

Notes:

Strength In Numbers
Trump has made ICE a 70-30 issue — for Democrats
A certain kind of pundit has been telling Democrats they’re on the wrong side of public opinion on Immigration and Customs Enforcement. Sohrab Ahmari, an editor at the conservative online magazine Unherd, tweeted last week that Democrats are “going all in on a case that’s 70-30 (at best) against” them…
Read more

https://www.cnn.com/us/live-news/minneapolis-ice-shooting-protests-01-15-26?post-id=cmkfro5vq00003b6pz1ggykry

https://www.cnn.com/us/live-news/minneapolis-ice-shooting-protests-01-15-26?post-id=cmkfnj9s200003b6pou4n5rrc

https://www.nytimes.com/2026/01/14/us/minneapolis-federal-agent-shooting-immigration.html

https://www.reuters.com/world/us/five-takeaways-reuters-interview-president-trump-2026-01-15/

https://www.fox9.com/news/children-hospitalized-flash-bang-hits-van-jan-15

https://www.wired.com/story/trump-warned-of-a-tren-de-aragua-invasion-us-intel-told-a-different-story/

https://www.reuters.com/business/energy/us-completes-first-venezuelan-oil-sales-valued-500-million-us-official-says-2026-01-14/

https://www.semafor.com/article/01/14/2026/us-gets-first-500-million-venezuelan-oil-deal-holding-some-proceeds-in-qatar

https://www.cnn.com/2026/01/13/politics/ford-plant-trump-middle-finger-flip

https://abcnews.go.com/Politics/after-bill-clinton-fails-testify-epstein-probe-chairman/story?id=129164099

https://www.washingtonpost.com/national-security/2026/01/14/washington-post-reporter-search/

X:

BillClinton/status/2011098958236697021?s=20

Bluesky:

phillewis.bsky.social/post/3mcdklmy6uk2b

adamkinzinger.substack.com/post/3mchuoiknks2k

ericmgarcia.bsky.social/post/3mchynww5sc2r

asharangappa.bsky.social/post/3mchvjpx3d22q

krassenstein.bsky.social/post/3mcgh7wkm3s2k

governorwalz.mn.gov/post/3mchxsnwggs23

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Bridges

I became an only child at four and a half.

Before that I had a sister, a year older. My mother crashed our car. My sister died.

I grew up in a house with two adults who had lost a child, being the remaining child, learning to occupy myself, learning that connection was fragile and could disappear without warning.

Between The Crash & my already-unusual brain, isolation became normal. By the time I was old enough to notice, being separate from other people felt like my natural state. Not tragic. Just... how things were. Glass between me and everyone else.

I’ve been thinking about connection lately. Not network connections or API connections—human connections. The kind that make isolation feel less permanent. Less the natural state of the world.

Bids

A few years ago I discovered Gottman’s research on “bids”—those small moments when someone reaches out for connection. A comment about the weather. A shared observation. An invitation to notice something together. Before I understood bids, I missed most of them. Someone would say something and I’d just... not respond. Or respond to the literal content without recognizing the invitation underneath.

Learning about bids helped. I started noticing more of these moments. Connection became possible in situations where I’d previously been oblivious.

But then I had a new problem.

Over-Reach

Once I could see connection opportunities, I wanted more. I’d meet someone interesting and immediately try to establish deep rapport. I’d share something personal too soon. I’d push for follow-up conversations before we’d even finished the first one.

People ran away. Not literally, but they’d get busy. Stop responding. Find reasons to be elsewhere. Back came isolation.

Either that or they would take & take without giving back. Eventually I’d figure it out & distance myself. Again, isolation.

This was worse than obliviousness. Before, I didn’t know what I was missing. Now I could see connection was possible—and watch it evaporate because I’d grabbed too hard.

That’s a legacy of losing connection young. When you find it, you grip.

The Under-Reach

So I’d overcorrect. I’d wait. I’d be patient. I’d let others come to me.

They didn’t.

The invitations I was waiting for never arrived. People assumed I wasn’t interested. Or they were doing exactly what I was doing—waiting for me to make the next move.

This was lonely too. A different flavor of lonely. The loneliness of knowing connection exists and not being able to reach it.

The Bridge Model

Here’s the mental model that finally helped me: a bridge.

I can unilaterally construct a bridge to another person. I can reach out. Make contact. Say something real. The further the distance—emotionally, culturally, socially—the harder the bridge is to build. But it’s possible with almost anyone of positive intent. (It’s also possible with people whose intent toward me is negative or merely transactional. That’s a different problem.)

With the bridge in place, I can walk halfway across.

Half. Way. I can make an investment. Do something a little uncomfortable. Reveal something true about myself. Share an observation that matters to me. Ask a question that shows I’m paying attention.

And then I have to stop.

I have to stand in the middle of the bridge and wait.

The Middle of the Bridge

Here’s what I learned the hard way: if they don’t walk their half, I can’t make up the difference.

If I “go to their side”—reveal more, try harder, push past the halfway point—nothing good comes of it. That’s not connection, that’s pursuit. It opens me up to manipulation. To hurt. To the particular isolation of being known by someone who hasn’t earned it.

The bridge doesn’t work if one person walks the whole thing.

Some people will walk their half quickly. Some slowly. Some will take a step, then retreat, then step forward again. Some will never move at all.

I don’t get to control their side of the bridge.

Patience as Practice

The skill I had to develop—am still developing—is patience. Real patience, not the performed patience of waiting while secretly hoping they’ll hurry up.

Understanding that other people will connect in their own time and in their own way. That their timeline isn’t a statement about me. That their hesitation might be their own version of the same isolation I feel.

Some bridges stay half-finished for years. Then one day the other person takes a step. The timing was never mine to control.

Some bridges never get completed. That’s information too. Not everyone wants to connect with everyone. Not every investment pays off. The goal isn’t a 100% success rate. The goal is sustainable connection-building that doesn’t leave me depleted or exposed.

What Four-Year-Old Me Couldn’t Know

Here’s what I wish I could tell that kid, the one who suddenly found himself alone in a house full of grief: connection isn’t all-or-nothing.

For a long time I thought it was. Either you have someone or you don’t. Either the glass is there or it isn’t. Either you’re isolated or you’re not.

But connection happens in degrees. In moments. In small steps across bridges that may or may not get finished. The glass doesn’t have to disappear completely for something real to pass through it.

I spent decades oscillating between grabbing too hard and not reaching at all. Both strategies came from the same place: believing that connection was scarce and fragile, that it could vanish without warning, that I’d better either secure it completely or protect myself from losing it.

The bridge model gave me a third option. Invest, but not everything. Reach out, but not too far. Stand in the middle and see what happens.

What This Looks Like

Concretely, here’s what bridge-building looks like for me now:

I reach out. (Build the bridge.)

I share something real—a genuine observation, an honest question, something about myself that’s true. (Walk halfway across.)

Then I wait. I don’t follow up immediately. I don’t send the “just checking in” message. I don’t interpret silence as rejection. I just... wait.

If they respond in kind—share something real back, show they’re paying attention—then I can say something else real. And listen again.

The pace is slower than I want sometimes. The connections are fewer than I’d like. But they’re real. They’re sustainable. They don’t leave me feeling exposed or manipulated.

The Software Design Connection

Software design is an exercise in human relationships. Here it comes.

But actually... the bridge model is how I think about design collaboration too. I can propose a design direction. Walk halfway across. But if no one else moves toward it, I can’t force consensus by sheer enthusiasm. The design equivalent of “going to their side” is implementing your vision without buy-in. It works technically. It fails socially.

And the patience required to wait in the middle of a bridge—to see if anyone will meet you there—is the same patience required to let ideas percolate, to let others come to their own understanding, to resist the urge to explain harder when you should be listening instead.

Maybe all collaboration is bridge-building. Maybe all isolation is about broken or unfinished bridges.

Listening From the Middle

Sometimes, standing in the middle of a bridge, someone walks out to meet me. That moment—when isolation breaks, when the glass disappears, when connection actually happens—is worth all the waiting.

It doesn’t undo what happened when I was four. Nothing does. But it suggests a different relationship with isolation. Not something to escape or accept, but something to work with. To build bridges across, walking across one halfway at a time.

Kent partners with a handful of companies each year on editorial collaborations, speaking, and workshops. If that’s interesting, let’s talk →

Links 1/16/26

Links for you. Science:

The Lowdown on Low-Dose Aspirin for Primary Prevention
Flu cases are rising with a strain that makes older people sicker
Genomic study reveals how people moved pigs across the Pacific
Scientists Solved the Mystery of the Shark That Bites Perfect Circles
Could Next-Generation Medicines Help Cure Opioid Addiction?
New Study Supports Sahelanthropus as the Earliest Hominin

Other:

For the second year, D.C.’s annual homicide toll declined
Howie Klein, Visionary Music Executive & Anti-Censorship Activist, Dies at 77
MAGA is a Genre (very good)
What Are the Executive Orders Mayor Zohran Mandani Revoked and How It Affects NYC (no more Rat Czar!)
What Maduro’s ouster means for Trump’s mass deportation campaign
The Dem Reaction
NYC Wegmans is storing biometric data on shoppers’ eyes, voices and faces
Americans do not want war with Venezuela (pre-war polling)
Enter, Stage Left, Mayor Mamdani
Walz Condemns Trump’s ‘Depraved’ Remarks Baselessly Implying Minnesota Governor Had State Rep Killed
Mamdani Demotes NYPD Commissioner Jessica Tisch
Neighbors are standing up for immigrants
EPA, state lawmakers could consider regulating abortion pills as pollutants in 2026
‘Chinese Peptides’ Are the Latest Biohacking Trend in the Tech World
What your news diet says about your politics
‘A very easy decision to make.’ Peter Wolf talks about canceling his Kennedy Center event as more artists do the same.
Understanding Mamdani’s Vision. His inauguration speech challenges the left to govern
Man killed in Back Bay hit-and-run was well-known art collector. Prominent Boston art collector and philanthropist, John Axelrod, 79, was fatally struck while walking his dog.
Brief Point
‘Blind Into Caracas’
Bill Ackman Says He Has Funded Francesca Gino’s Legal Defense Since June 2024 (of course he is…)
Healthy 16-year-old girl dies from flu complications: ‘It doesn’t make sense’ (“Ryleigh did not receive a flu shot this year.”)
The Brazen Illegality of Trump’s Venezuela Operation
Peace In Our Time
Epstein disclosures raise key question: why wasn’t he stopped earlier?
Sure Why Not
Cops Forced to Explain Why AI Generated Police Report Claimed Officer Transformed Into Frog
Influencers and OnlyFans models dominate US ‘extraordinary’ artist visas
We texted 1,000 Americans about U.S. actions in Venezuela
Trump’s Venezuela coup sends America down a dark path
Pentagon to cut Sen. Mark Kelly’s military retirement pay over ‘seditious’ video

Collections: Hoplite Wars, Part IVb: Training Hoplites?

This is, at long last, the last part of our four-part series (I, II, IIIa, IIIb, Intermission, IVa). last time we looked at the social status of hoplites and the implications that had for the political and social structure of the polis and even the very basic question of how many people there were in ancient Greece.

I had originally planned for this week’s topic – the amount of training and combat experience hoplites had – to be an addendum to that discussion as it related to how we understand who hoplites are (yeoman soldiers or leisured elites? warrior elites or amateurs?) but there wasn’t the time to work it in. So it sits here almost as a coda to the entire series.

So that is what we are going to look at today: how were hoplites prepared for battle? This topic is going to be a bit more complicated than most of our neat binary orthodox-heterodox divides because they are divisions within the orthodox school here, although oddly those divisions don’t seem to me to be readily acknowledged. In particular, we might identify an old-orthodox position (hoplites drilled and trained), a new-orthodox VDH-position (hoplites fought a lot, but trained little), a non-scholarly and remarkably a-historical pop-orthodox Pressfield-position (hoplites did US Marines boot camp) and finally the heterodox position (hoplites were largely untrained amateurs).

So to tackle this question, we want to ask how often hoplites fought, what kind of training was available to them, when it was available and the degree to which it was compulsory. As we’re going to see, I think the evidence here leans in the heterodox position, though I would argue it doesn’t lean quite as far as Roel Konijnendijk, the heterodox scholar who I think has focused on this issue the most, might have it.

As always, if you like what you are reading, please share it as I rely on word-of-mouth to find readers! And if you really like it, you can support this project over at Patreon; I don’t promise not to use the money to buy a full hoplite panoply, but I also don’t not promise to do that. And if you want updates whenever a new post appears, you can click below for email updates or follow me on Twitter and Bluesky for updates when posts go live and my general musings; I have largely shifted over to Bluesky (I maintain some de minimis presence on Twitter), given that it has become a much better place for historical discussion than Twitter.

From the British Museum (1848,1020.35) part of the frieze from the “Nereid Monument’ depicting two hoplites fighting (c. 380 BC). The hoplite turned towards us wears a tube-and-yoke cuirass (a later type of armor, generally made of textile), partially covered by a cloak. Interestingly, he has his helmet pushed up even while fighting. Pushing a Corinthian helmet up like this was common before battle and one wonders if this is merely the artist taking some liberties so that we can see this figure’s face more clearly.

Understanding the (Very Much Not Boot) Camps

But we should start by trying to get a handle on what everyone’s positions actually are and here I think we do need to be careful to make a distinction between three kinds of ‘training’ involved in warfare. When we say drill, we mean training in groups, focused on practicing moving and fighting as a formation. By contrast, when we say training at arms (or ‘training in arms’) we mean individual combat training on how to use weapons. A good way to think about this is the contrast between how a marching band collectively trains to move together during their shows (drill) and how the individual musicians train independently to play their instruments well (training at arms, except the arms are trombones). Finally there is fitness training, which is focused neither on the specific motions of collective action (that’s drill) or the specific motions of individual fighting (that’s training at arms) but rather on strength, stamina and agility.

You will want to keep those terms separate because of course it is perfectly possible for armies to do one kind of training and not the others. Many types of ‘warriors’ for instance, might train for individual combat (training at arms) and even for personal fitness, but because they do not expect to fight in formation in large groups, they have little use for drill. On the other hand, in some societies where the expectation is that soldiers are recruited broadly from a farming class that is already very physically active, there might be less emphasis on fitness training, but if they expect them to fight in formation, a lot of emphasis on drill. And of course different weapons demand different degrees of training at arms: spears are generally easier to use with less training than swords or muskets and so on.

So we’re interested here in both how much training but also what kind of training and we cannot assume just because we see one kind of training that the others are present.

So with our terms in place, to outline the debate briefly, the early German scholars of our ‘Prussian Foundations,’ when they thought about hoplites largely assumed drill, because it was the ubiquitous understood principle of their day that drill was the way that soldiers could be made to fight in formation together.1 Consequently early hoplite orthodoxy assumed that hoplite formations must have drilled in order to function. Likewise, extrapolating from their own (gunpowder) warfare, they assumed rigid formations with standard spacing, assigned places in line which maneuvered like early modern musket or pike formations, marching in time and with standard evolutions to move from column into line and such.2 It seems to have legitimately not occured to these early scholars that there was any way to do close-order infantry that didn’t involve drill and so even though – as we’re going to see – there’s very little evidence to suggest that hoplites regularly drilled, they just assumed they did. So that is the ‘old’ orthodox position: it assumes hoplites drilled and practiced at arms, without a lot of evidence to support the notion, because that’s simply what – to them – soldiers did.

(This is also, I think, another example of ‘Rome acting as the frog DNA for studying Greece.’ The Romans did drill and practice at arms and we know that because the sources tell us repeatedly. But part of the reason the sources tell us is that the Roman practice was strange to them, which of course in turn suggests you cannot use it to fill in the gaps for Greece or anywhere else!)

That said, the ‘Restatement of the Orthodoxy’ phase – inaugurated by VDH’s The Western Way of War (1989) took an odd turn from this point an in some ways. While WWoW is, for the most part, simply a full-throated restatement of the old orthodoxy on hoplites, one of VDH’s obsessions was the idea (substantially critiqued in last week’s post) of the hoplites as ‘yeoman’ citizen-warriors, which leads him to stress the importance of civilian social bonds (sub-units of the polis, called tribes (φυλαί, ‘phulai’)) and thus not to assume the sort of drill that the older Prussian scholars (on whom he otherwise often relies) do. I haven’t found any specific point where VDH openly disputes the notion that hoplites had drill or training at arms, but he pretty clearly assumes they don’t.3

On the other hand, WWoW assumes that in the ideal, archaic form of hoplite warfare, hoplite battles were really frequent, assuming “battle of some type on an average of two out of every three years.”4 So VDH seems to assume that hoplites are untrained but that hoplite army fight so frequently that most hoplites would have a lot of experience, which would make up for being untrained. VDH’s assumptions about the frequency of hoplite battles are, uh, quite flawed, as we’re going to see.

At around the same time (the late 1990s), hoplites, particularly Spartans surged back into the popular consciousness through the action of Frank Miller’s comic 300 (1998) – it gets a film of the same name in (2006) and Steven Pressfield’s historical fiction novel Gates of Fire (1998). These form the bedrock of the modern popular misunderstanding of Sparta and are all terrible guides to the ancient world (despite Gates of Fire, to my eternal annoyance, frequently making military academy reading lists). Both pieces of popular culture are at best only tenuously connected to any actual historical scholarship or the actual historical sources and both, for reasons of their fiction, want to understand the Spartan agoge as super-badass warrior training. Both imagine both drill and training at arms in the context of Spartan training, with Pressfield especially imagining the agoge as an almost direct analogy to modern military training (particularly his own US Marine Corps boot camp). This is essentially a modern version of the same error our 19th century Prussians were making: assuming that armies have always worked the way they work now.

But this notion of hoplites generally and Spartans particularly as highly trained ‘super elite’ warriors persists in popular culture and leads to the sort of shocked incredulity one gets when noting that there is in fact relatively little evidence for extensive drill or any training at arms at Sparta, much less anywhere else.

Finally, there is the heterodox position, which has been most recently compiled and defended by Roel Konijnendijk in Classical Greek Tactics (2018), 39-71. Konijnendijk describes the question of training as a “hidden controversy” and I think that is right: there is in fact a lot of disagreement here, but because it is embedded in the assumptions beneath the arguments rather than the arguments themselves, it is rarely expressed as disagreement. Konijnendijk surveys the evidence and concludes, to quote him, “the typical Greek citizen hoplite knew no weapons drill, no formation drill, and understood only the simplest of signals5 Konijnendijk allows for “modest advances” by smaller, more elite units in the late Classical but largely rejects a developmental model where the amount of training and drill increased over time.6 In short, hoplites were consummate amateurs – with the exceptions (Spartans, the Sacred Band, etc.) having still only very limited real training – and remained that way through the Classical period. Real military drill and effective mass-training would have to wait for the Macedonians.7

So let’s take a brief look through the evidence and see which of these viewpoints holds up.

How Often Did They Fight?

It may actually be easier to move out of order a bit and deal with the easiest to dispense with position first, which is actually Victor Davis Hanson’s notion that a polis and thus most of its hoplites fought a “battle of some type on an average of two out of every three years.”8 VDH provides no supporting evidence for this argument and it does not hold up either as a direct, evidentiary matter or as a matter of its logical implications.

Post-Publication Note! A bit of a goof here! VDH writes in WWoW, as quoted above, “For the citizen of the fifth-century Greek city-state who saw battle of some type on an average of two out of every three years” (WWoW, 89). Which is to say a battle every eighteen months on average. That is such an insane claim that I seem to have edited it in my brain to the also-wrong but at least less facially insane idea of a battle every 2 or 3 years. But, as folks in the comments pointed out, that’s not what VDH said, he said two out of every three. You can tell how VDH has just not considered the implications because on the very same page he comments that, “this long tour of duty meant that in the phalanx as a whole a great number of hoplites were always men over thirty” but at an 18-month (rather than 24- to 36-month) battle tempo, there actually wouldn’t be very many hoplites over 30 (for reasons discussed below)! I am not going to re-run my demographic math below to also figure for a 18-month tempo because there’s not much point to the effort: having demonstrated that a 36-month tempo is unworkable, a tempo twice as fast is already ruled out. However, I have made some light edits to reflect the fact that I am actually testing a much more reasonable case than what VDH has supposed.

The idea here is that, if the polis has a hoplite battle – or even a smaller action – every eighteen months or so, the typical hoplite who survived the roughly forty years of military eligibility – citizens served as hoplites from their late teens to 60 years of age – would see dozens of battles (around 25 of them). The problem with that argument is the obvious one: actual major hoplite engagements (and even minor ones!) don’t seem to have ever been that common. You may recall we listed every major Spartan battle (and a fair number of minor ones) between 500 and 323 B.C. and found 38 of them or one battle every 5 years or so, less than a third of the frequency VDH supposes (Sparta is useful for this exercise because unlike other poleis (other than Athens) we can be pretty confident that basically every major Spartan battle is attested). And that’s a list that includes battles in which there were basically no spartiates present (e.g. Amphipolis (422)) or which were very small actions involving just a few hundred hoplites (e.g. Pylos (425)) or fourteen naval battles. Filtering for all of that, we end up with Sparta fighting a major pitched hoplite battle something like once roughly each decade.

Making that figure even worse, it’s not clear that we can be sure any of those battles involved something like the entire Spartan citizen force. There ought to be something like 8,000 spartiates in 479, but only 5,000 show up for Plataea (479 B.C.; the remainder of the Spartan force are helots and perioikoi). The Spartan force at Mantinea (418), a major battle in Sparta’s backyard, we’re told had five-sixths (Thuc. 5.64.3) of the spartiates present, which comes close to an all-call. But most of these battles are much smaller and involve only a minority of the citizen body.

In short then, when we actually try to run the numbers, the suggestion we get is not that hoplites are rolling out for a major battle every two out of three years – or even once every three years – but rather than a polis probably only fights a major pitched battle around once a decade, with a few minor engagements between and that not every hoplite is at every battle, suggesting the typical hoplite, rather than seeing 25 (or 20 or 15 or 10) actions in his life, might instead see perhaps 3-4. An interesting data-point: we know that Socrates was of military age and fought as a hoplite for Athens during the difficult days of the Peloponnesian War and that he served in three campaigns and saw three battles: Potidaea (432), Delium (424) and Amphipolis (422); given the context – Plato is giving us a full accounting of Socrates’ service to the city in his defense in a period of very high military activity – we can probably assume this is an exhaustive list and perhaps on the high end.9 So the idea that a typical hoplite might serve on three or four campaigns and see perhaps that many significant engagements seems to fit with the evidence we have. Some doubtless saw more, some saw less and there are probably a bunch of minor skirmishes scattered in that we can’t see.

Which, as an aside, VDH has to be wrong demographically as well. As Peter Krentz notes,10 a typical pitched battle between hoplites seemed to produce roughly 10% losses (that is, KIA; ancient sources almost never count WIA), split between about 5% of the victor and 15% of the loser. Needless to say, a society losing 10% of its adult male citizen population every eighteen months on a permanent basis is not going to remain a society for very long.

We can actually quickly run the math on this. As noted above, I ran the math on this question for a significantly slower 30-month battle tempo rather than for the insanely rapid 18-month battle tempo VDH proposes, but the exercise will serve. A polis fighting a hoplite battle at c. 10% deaths would have lost half its population by the sixth battle and by the twelfth only a quarter would be left alive, purely from combat related deaths. Accounting for normal civilian mortality on top of this, a society fighting four hoplite battles (each at 10% casualties) a decade (so a 30-month tempo, rather than 18) would lose half of its generational cohort reaching adulthood by thirty and lose ninety percent of it by age 45. Accounting for male child mortality on top of that, you’d have a society birthing one thousand male babies (so just under two thousand total births) each year to have twenty eight men in that surviving cohort make it to 45 and around fifty or sixty men total living over the age of 45.11 That is simply not the sort of age structure suggested by ancient Greek literature.

In short then it seems like the typical citizen-hoplite saw battle infrequently. It was hardly a wholly foreign experience – the typical citizen hoplite expected to participate in a few engagements and perhaps one or two major battles in their life time – but they were hardly doing this often enough or consistently enough to get a lot of fighting experience. The contrast with the Romans – the average Roman male during the Middle Republic will have had to serve around 7 years to make up the numbers for the Roman armies we see – is marked.12

Hoplites simply didn’t campaign that often.

Training and Drill?

So let’s start with training at arms. Was there much training at arms among Greek hoplites?

Broadly, I think the evidence suggests ‘no,’ but I think Konijnendijk is maybe a little too quick to dismiss a developmental model, where the edges of that ‘no’ fuzz over time.

The general sense one gets is that broadly the Greeks did not think that contact fighting requires specific, focused training in the motions and patterns of fighting – that is, training at arms. Note how that doesn’t mean they didn’t think fitness was important – remember, that is separate. This appears to be Xenophon’s view, for instance: in the Cyropaedia (Xen. Cyrop 2.3.9-10, trans W. Miller), Xenophon has his ideal ruler, the Persian Cyrus, arm many of light-armed poor as heavy contact infantry (though with swords, not spears), on the grounds that fighting this way would eliminate the skill distinction (removing the advantage of enemy rich Persians, who trained extensively in archery) because:13

“And now,” he continued, “we have been initiated into a method of fighting [that is, hoplite-style fighting], which, I observe, all men naturally understand, just as in the case of other creatures each understands some method of fighting which it has not learned from any other source than from instinct: for instance, the bull knows how to fight with his horns, the horse with his hoofs, the dog with his teeth, the boar with his tusks. And all know how to protect themselves, too, against that from which they most need protection, and that, too, though they have never gone to school to any teacher.
As for myself, I have understood from my very childhood how to protect the spot where I thought I was likely to receive a blow; and if I had nothing else I put out my hands to hinder as well as I could the one who was trying to hit me. And this I did not from having been taught to do so, but even though I was beaten for that very act of putting out my hands. Furthermore, even when I was a little fellow I used to seize a sword wherever I saw one, although, I declare, I had never learned, except from instinct, even how to take hold of a sword. At any rate, I used to do this, even though they tried to keep me from it—and certainly they did not teach me so to do—just as I was impelled by nature to do certain other things which my father and mother tried to keep me away from. And, by Zeus, I used to hack with a sword everything that I could without being caught at it. For this was not only instinctive, like walking and running, but I thought it was fun in addition to its being natural.

Now this is essentially a made-up story that Xenophon is putting in the history of Cyrus II (the Great) who he is presenting as an ideal ruler, so this didn’t happen, but what it suggests very strongly is that Xenophon – an experienced military man, a mercenary general who wrote manuals on tactics – does not think that training at arms is necessary. Instead he stresses that the style of warfare is instinctive – that humans fight in contact warfare, in his view, the same way a bull fights with its horns, entirely untrained.

And that impression extends to much of the rest of our sources. Xenophon’s description of the agoge and broader Spartan rearing program features fitness and obedience training, but not practice with weapons (Xen. Lac. Con. 11, 12.5-6).14 Tyrtaeus, in a classic passage (West fr. 12) declares that he “would not rate a man worth mention or account either for speed of foot or wrestling skill, not even if he had a Cyclops’ size and strength or could outrun the fierce north wind of Thrace […] no, no man is of high regard in time of war unless he can endure the sight of blood and death and stand close to the enemy and fight,” essentially declaring that all forms of excellence that might result from practice or training were less important than simple personal courage. When Agesilaus was “wishing to practice his army” he offers the cavalry prizes for the best horsemanship, the skirmishers prizes for the best shooting and throwing and the hoplites just a prize for physical fitness, leading to the hoplites to call exercise in the gymnasia (Xen. Hell. 3.4.16). Over and over again we see that when hoplite armies do train, training at arms is unmentioned and instead physical fitness is stressed.15

On the other hand, we have some interesting references in Plato. In Plato’s Republic, we get a discussion of the military of the ideal city: Plato has Socrates in the dialogue suggest that their ideal, utopian society ought to have a professional army, precisely to allow for this kind of training, but notably he suggests this precisely because Glaucon – his interlocutor at this point – assumes that this ideal politeia will be defended by its untrained citizenry (Plato, Rep. 2.373-4). The implication is that at least some Greeks recognized that skill at arms might be useful, but that the typical hoplite generally didn’t train at it. Likewise, Aristotle (writing decades later and living for some time in the Macedonian court of Philip II) argues directly that mercenary troops were superior to citizen militias precisely because mercenaries actually trained on their weapons (Arist. Eth. Nic. 1116b.7-8). Again, the implication training at arms was understood to be potentially useful, but something everyone assumed citizen hoplite armies did not do.

Alongside this was the emergence of hoplomachoi – trainers at arms for hoplites – and their attendant hoplomachia. Our first references to these fellows are in Plato (Plat. Lach. 181e-183a) and honestly the vibe one gets from our sources is sometimes derisive: Plato has Nicias present this sort of training in arms as good and very helpful for young men, only to be immediately dismissed by Laches who notes quite bluntly that the Spartans – more interested in preparing for war than other Greeks – don’t make use of it, so it must be useless. Xenophon too is mocking (Xen. Anab. 2.1.7; Mem. 3.1). Konijnendijk, I think, maybe reads some of this mockery a little too straight – Xenophon wouldn’t feel the need if many folks did not take these guys seriously – but is fundamentally right to note that individual traveling weapon instructors were hardly going to train entire hoplite armies.16

The conclusion I think we have to draw here is that the lack of training at arms became a known problem in Greece but that at least in the Classical period, that problem was never ‘solved.’ Notably, it certainly was not solved in Sparta, which seems to have neglected this training entirely; so much for the idea of the agoge as being like a modern boot camp in terms of having practice on specific weapons. On the other hand arranging these reports chronologically, one senses something of a growing awareness – Plato and Xenophon are writing after the Peloponnesian War and Aristotle is a generation younger than them – that this is in fact a problem. Athens is going to make the ephebia, a military training program for young men mandatory in 336/5 (it existed before, but was non-mandatory and unpaid, so probably only for the very wealthy), right at the tail end of the Classical period, which may also be suggestive of something a little more like the ‘developmental’ model. It seems consistent with our limited evidence to suppose that other poleis – for which our evidence is far less complete than Athens – might have been trending in the same way in the late Classical, a trend which might have culminated in the Macedonian army of Philip II and Alexander, which is generally assumed to have been trained at arms and in drill.17

After training at arms, we can consider drilling, that is training to fight in groups. And here Konijnendijk summarizes the evidence neatly that prior to the 330s (when the Athenian ephebia is made mandatory, as noted above), “there is no evidence for formation drill anywhere outside of Sparta.18 As Konijnendijk also notes, this isn’t just a question of pure silence – every so often sources note the absence of such training (.e.g Plato, Laws 831b). The most dramatic is the passage that tells us the Spartans could do formation drills: Xenophon presents as astounding the fact that the Spartans can perform even basic maneuvers “which hoplomachoi [instructors in fighting] think very difficult,” like forming from column into line (Xen. Lac. Con. 11) and elsewhere (Xen. Mem. 3.12.5) explicitly notes there was no public military training at Athens in his day.

Which is to say that the Spartans, the only poleis we have evidence did any sort of formation drill, amazed everyone by being able to do something that, in a broader world-historical sense is an extremely basic formation drill. If you will permit the contrast, in a century Macedonian sarisa-phalanxes are going to be advancing in separate units, charging, giving ground, wheeling under pressure, opening ranks to admit light infantry and even once forming square in combat but the very best that the Classical Greek hoplite can manage – and only in Sparta! – is forming from column into line as a group and a few other quite basic maneuvers that show up elsewhere in Xenophon (largely in the Hellenica). Once again, our ancient authors seem aware that this is a weakness and we might imagine there were some efforts here and there to remedy it, but the overall impression is that outside of Sparta, hoplites generally did not drill at all such that even the relatively modest Spartan achievements in this respect were considered remarkable.

Now I do think, when it comes to training at arms and drill, we probably ought to be alive to the idea that young men of the appropriate social status were probably prepared for the battles they were going to fight informally, at home. We’ve stressed the lack of formal training, but that doesn’t mean there wasn’t informal training. Now, it has to be immediately conceded: our sources breathe not a word of this to us. No real sense that young men learned to wield a spear or stand a position from their fathers. But there’s a lot about the raising of children in antiquity we don’t really know – this omission isn’t surprising. That said, given the frequent notes on our sources of how limited the capabilities of citizen hoplites were, just how amateurish they were compared to mercenaries or the still-fairly-unimpressive Spartans, this informal training could never have been very thorough, if it happened.

All of which leaves physical fitness training.

The Greeks thought physical fitness training was important and put a fair bit of emphasis on it, although the fact that our sources also assert that poor wiry farmers made the best soldiers (e.g. that Plato, Republic 556cd) – the poor farmers who could not afford to spend a bunch of time training at the gymnasion is rather suggestive about how limited the role of formal fitness training was in most poleis. We do often see ‘picked’ bodies of men in hoplite armies, but these are generally the youngest and fittest fellows picked out, rather than a special unit that trains together (though special units do emerge – things like the Sacred Band – in the late Classical). Indeed, often Greek military fitness programs make the most sense if understood as an effort by the leisured wealthy elite to keep themselves and their sons from falling catastrophically behind the poor farmers in fitness. That certainly seems to be how we should understand the agoge, which included a ton of fitness training, but no training in arms that we are told of (nor any real ‘schooling’ as such, but it did include a lot of child abuse).

That said, alongside an emphasis on fitness training, we also hear complaints that, outside of Sparta (which did emphasize physical fitness), citizen hoplites were often in parlous condition. Xenophon complains of armies “from poleis” including too many old men, some soldiers who are too young and only a few men somaskein (σωμασκεῖν), “train their bodies” (Xen. Hell. 6.1.5).19 Still, this was something that poleis focused some pretty clear intentional collective action on, instituting physical spaces (gymnasia) and institutions for fitness training among the citizenry or at least among the wealthy citizenry.

Putting this all together, I fall closest to the heterodox position here. I am a bit slower than Konijnendijk to reject a ‘developmental’ model where training at arms and drill become (modestly!) more common over time, but hoplites do not appear to have regularly drilled (outside of Sparta, which did some drill but hardly excelled at it compared to the later practice of the Romans or Macedonians) and they did not regularly train at arms, although some training arms seems to have begun to seep in – not very much, just a bit – by the fourth century. Physical fitness was percieved as more important and central than either, although it is not clear how successful most poleis were at achieving a high fitness standard.

Overall then, the old-orthodox tacit assumption of drill is not based on the evidence. The modern pop-historical vision of hoplites (especially Spartans) as ‘elite warriors’ with rigorous boot-camp like training is functionally entirely a fabrication of modern fiction writers falling into precisely the same trap as some of the Old Prussians did: unable to imagine that a culture often presented to them as ‘familiar’ could in fact do something so alien as fail to have a modern-style drill-and-training tradition. It seems notable to me that while there is intense incredulity that the evidence for hoplite training is what it is, that disbelief does not follow if I say that other ‘non-Western’ cultures didn’t appear to engage in drill or training at arms. I think the underlying problem here is the assumption that the ancient Greeks were ‘like us’ and indeed even more ‘like us’ than modern or early modern people who were ‘non-Western.’ Whereas the truth is, Ancient Greece was a deeply alien place from our modern perspective.

Ancient Greeks were not Romans, but they were also not moderns and there is a specific kind of error (which, let’s be honest, often comes paired with a thick dose of orientalist xenophobia) which wants to imagine they were ‘like us.’ They were not.

Conclusions

So after all of that, where do we find ourselves?

We’ve laid out the two opposing ‘camps’ on hoplites so I suppose it is worth, at this point, doing something of an inventory of the key questions and where I fall.

On the emergence of the phalanx, I think the orthodox model of rapid and early development is simply clearly wrong, disproved by the archaeology for some time and largely abandoned. However, I also think the heterodox model has a problem: it takes an excessively narrow view of what a ‘phalanx’ is, to push back the ‘date of the phalanx’ in a definitional sense further than I think it should go. Instead, it is clear to me that hoplite equipment emerged gradually over the course of the eight and seventh centuries, but that it was likely being used for some kind of ‘shield wall’ from the beginning. I am willing to call that shield wall a ‘proto-phalanx’ early on, as it hasn’t fully excluded the light infantry, but I think it is clearly a kind of phalanx from at least 650 BCE.

That position is in turn supported by my view on hoplite arms and armor, where I effectively reject the ‘strong’ form of both camps. On the one hand, the ‘strong’ orthodox position, that hoplite equipment was so heavy as to be unusuable in anything other than a tight, shoving phalanx is absurd; as heavy infantrymen, hoplites were not particularly heavily equipped. On the other hand, the notion of a ‘skirmishing’ hoplite, as suggested by some ‘strong’ heterodox scholars is also, to me, quite silly: these are heavy infantrymen, not skirmishers and they are using an equipment set that seems tailored to operating in a close-order shield-wall formation. You could do other kinds of warfare in it, and Greek hoplites sometimes did, but the panoply is most clearly suited – from its very emergence – for a shield wall. It is ‘shield wall native,’ as it were.

That in turn informs my view on hoplite tactics. The orthodox ‘shoving othismos‘ rugby scrum has to be rejected – it is not required by the sources and is exceedingly implausible. However, I think the ‘strong’ heterodox position, which imagines ‘skirmishing’ hoplites moving fluidly in masses of men with no fixed formation or firm place, is also wrong – far too much of a correction from the overly rigid orthodox model. Instead, I favor something of a midpoint, a modestly tight (60-90cm file width) formation, with assigned places and an expected if not standard depth and width, which operated principally (eventually exclusively) in shock. That shock engagement in turn took the form of a sequence of ‘micro-pulses’ and ‘micro-lulls,’ not a ‘series of duels’ but in fact a rolling sequence of several-on-severals as the formations ‘acordianned’ forward and backwards. It would be rare for either side to fully disengage after contact, but men would spend a lot of time pulled just out of measure, looking for an opening to surge forward (or fearing their opponents might do the same).

When it comes to the rules of war for hoplites, I think that the heterodox habit of treating battles, raids, sieges and ambushes without distinction and thus insisting that essentially there were no rules is unhelpful and leads to confusion. The orthodox model, which imagines some sort of (unattested) Archaic golden age where the rules were always followed is absurd, but the idea of, if not rules, expectations that governed war between Greek states under certain circumstances (and which might not apply to non-Greeks, or in certain kinds of war) clearly seems true and is the way these things work in basically all cultures. In no culture does the ‘discourse’ of war fully match its ‘reality’ but the degree of disconnect is variable and the discourse does influence the reality. Within that frame, the orthodox scholars are correct to point to the Peloponnesian War as a conflict which ruptured the discourse that existed at the time it was fought, even if they are wrong to suppose that entire discourse had existed unaltered since 650.

In terms of the status of hoplites, I think the heterodox camp is essentially correct: the legally defined ‘hoplite class’ (like the Athenian zeugitai) were significantly smaller and wealthier than the ‘yeoman hoplite’ model advanced in The Western Way of War. Even if we include the ‘working-class’ hoplites who often didn’t enjoy the political privleges of the ‘hoplite class,’ we are still talking about a smaller slice of society than either Beloch or VDH suppose. That has implications for the relative breadth of political participation for the polis (narrower in oligarchies than sometimes supposed),20 the structure of class and wealth in the Greek countryside (meaningfully less equal than supposed) and finally the absolute population of the Greek world (higher than generally supposed). The field of ancient Greek history is beginning to really grapple with some of these implications (albeit not fully with the demographic one, yet).

Finally, in terms of training, while I give the ‘developmental model’ (a very little bit of increasing drill and training in arms over time) a bit more credit, I think the current heterodox position – functionally no drill outside of Sparta, extremely little formal training at arms, but an emphasis on physical fitness (with uneven results) – is the direction in which our evidence, such as it is, points. Hoplites were not drilled early modern soldiers, nor battle-hardened ultra-veterans, nor the products of elite boot camp style training – they were, for the most part, citizen amateurs with relatively little (if any) formal training. One strongly suspects that they were prepared for their military role by parents and other older male relatives, but not in any formal way.

The result is a mental model that is, I suppose, somewhat more heterodox than orthodox, but which does not fit neatly into either ‘camp’ and is instead something of a synthesis of their arguments and ideas. It is ironic that in a running debate about how rigid the phalanx is, both ‘sides’ suffer, I think, from a degree of doctrinaire rigidity. In my view, the next place that the debate needs to go is a synthesis of the two positions, although obviously it will not be me doing that work, as I am not a Greek warfare specialist.

Next week: something different!

The rate at which the universe is expanding differs depending on how it’s measured. Gravitationally lensed supernovas could solve the discrepancy; the lensing allows for the tracking of the supernovas over time.

Friday 16 January 1662/63

Lay long talking in bed with my wife. Up, and Mr. Battersby, the apothecary, coming to see me, I called for the cold chine of beef and made him eat, and drink wine, and talked, there being with us Captain Brewer, the paynter, who tells me how highly the Presbyters do talk in the coffeehouses still, which I wonder at. They being gone I walked two or three hours with my brother Tom, telling him my mind how it is troubled about my father’s concernments, and how things would be with them all if it should please God that I should die, and therefore desire him to be a good husband and follow his business, which I hope he do. At noon to dinner, and after dinner my wife began to talk of a woman again, which I have a mind to have, and would be glad Pall might please us, but she is quite against having her, nor have I any great mind to it, but only for her good and to save money flung away upon a stranger. So to my office till 9 o’clock about my navy manuscripts, and there troubled in my mind more and more about my uncle’s business from a letter come this day from my father that tells me that all his tenants are sued by my uncle, which will cost me some new trouble, I went home to supper and so to bed.

Read the annotations

★ MacPaw Pulls the Plug on SetApp Mobile App Marketplace

Tim Hardwick, reporting for MacRumors:

The service will officially cease operating on February 16, 2026. Setapp Mobile launched in open beta in September 2024.

In a support page, MacPaw said Setapp Mobile is being closed because of app marketplaces’ “still-evolving and complex business terms that don’t fit Setapp’s current business model,” suggesting it was not profitable for the company.

For users in the EU who accessed iOS apps through Setapp’s subscription store, those apps will be removed from the platform after the shutdown date. Setapp advises users to back up any important data before then, as the apps will no longer be available once the service ends. Setapp’s separate subscription-based Mac app store will continue to operate as normal.

Steve Troughton-Smith, on Mastodon:

Clear indicator that Apple’s DMA implementation never actually met its obligations under the DMA in the first place. Apple scared developers away from ever signing up to their poison pill Core Technology Fee terms, so alternative app stores simply have no apps to offer.

Michael Tsai:

It’s kind of the same situation as BrowserEngineKit. Apple is going to say that they did all this work and there was no adoption, so that proves the EU was wrong; there’s no demand because customers prefer Apple’s “protections.” The developers will say that Apple designed third-party browsers and marketplaces to fail, or at least didn’t care very much about solving the reported problems; they tried their best in spite of this, but it wasn’t enough. I guess at some point the EU will decide whether it thinks there was malicious compliance.

My take is that none of these things had any chance of success. It’s not the Core Technology Fee in particular that doomed EU app marketplaces to obscurity. It’s the fact that Apple doesn’t think app marketplaces are a good idea, users are not clamoring for them, and the EU just isn’t a big enough market to matter on its own. If the U.S. mandated that Apple allow third-party app marketplaces, that might be enough to generate enough support from developers to matter. Probably not, but maybe. But just the EU, and now Japan? Nope. But that sort of mandate is unlikely to come from the U.S. because there isn’t popular demand for it.

The EU can force Apple to enable things like alternative app marketplaces and browser engines on iOS. They can’t force Apple to make them available outside the EU. Nor can they somehow force Apple to make them popular even within the EU — either with users or developers. It’s just bureaucratic folly. Legislation and regulation based on ideals, not practical reality. The core problem with these mandates from the EU is that they’re not based on demand from users. Users don’t care about third-party browser rendering engines. Users don’t even know what third-party browser rendering engines are. Users, by and large, not only are not asking for third-party app marketplaces for iOS, they in fact prefer the App Store’s role as the exclusive source for third-party software. The mandates from the DMA that Apple most strenuously objects to — and thus complies with the most begrudgingly — are based on the desires of Apple’s competitors (like Meta and Spotify) and web developer advocates who object to closed platforms on ideological grounds, not the popular demands of EU citizens who own iPhones.

Apple is getting away with what some describe as “malicious compliance” because they’re under no popular demand from their actual customers to comply in any other way. If Apple’s DMA compliance features were unpopular, the outcry might force them to adapt in popular ways. But the only things that register as popular or unpopular are things people care about. By and large, iPhone owners do not care about third-party app marketplaces and they care even less about third-party browser engines. Popular demand isn’t going to come about from additional regulatory mandates or pocket-change fines imposed on Apple.

Anyone who does care about these things, and wants to see iOS change to enable them to thrive, should focus their efforts on creating popular demand for them. Good luck with that.

ChatGPT Adds New $8/Month ‘Go’ Tier, Will Soon Introduce Ads

OpenAI:

With this launch, ChatGPT now offers three subscription tiers globally:

  • ChatGPT Go at $8 USD/month
  • ChatGPT Plus at $20 USD/month
  • ChatGPT Pro at $200 USD/month

And perhaps the bigger news:

We plan to begin testing ads in the free tier and ChatGPT Go in the US soon. Ads support our commitment to making AI accessible to everyone by helping us keep ChatGPT available at free and affordable price points.

Their pricing page has a comparison chart showing the differences in their four consumer tiers (free, Go, Plus, Pro). Screenshot, for posterity. The big difference that will keep me on the $20/month Plus plan for now is that the Go plan doesn’t have access to the Thinking model.

 ★ 

Emoji Design Convergence Review: 2018–2026

Keith Broni, writing at Emojipedia, has a good illustrated survey of how most emoji sets have converged in meaning — almost entirely toward Apple’s designs:

There are several structural reasons why Apple’s designs so often become the gravitational center of emoji convergence.

First, Apple is widely regarded as the “default” emoji design set in the West. This status dates back to 2008, when Apple introduced emoji support on the iPhone years before emoji were formally incorporated into Unicode.

It’s also the case that Apple’s emoji icons are the best, and they’re the most consistent. The only ones Apple has changed the meaning of are ones where the Unicode Consortium has changed or clarified the standard description. The pistol emoji is the exception that proves the rule. Apple, and Apple alone, changed its pistol emoji (🔫) from a realistic firearm to a green plastic squirt gun in 2016. By 2018, all the other major emoji sets had changed their pistols from firearms to plastic toys — almost all of them green squirt guns in particular. (Broni’s post documents this progression year by year.)

One thing that remains interesting to me is that Apple left its emoji style alone when they instituted the great flattening with iOS 7. Apple’s emoji icons are, loosely, in the style of Apple’s application and toolbar icon designs from the Aqua era. People love emoji, and at this point, changing their style to something that felt aligned with the icon designs for Apple’s version 26 OSes would generate outrage. But if Apple were to change its icon style back to this rich 3D textured style, the majority of users wouldn’t object — they’d think it was fun.

Basically, Apple’s emoji style is fun. Apple’s icon style is no-fun. People like having fun.

 ★ 

White House: Turns Out People Think ICE Kinda Sucks

There’s a fascinating and kind of hilarious item in Axios today. The headline is: Trump’s immigration erosion worries his team. Reading the piece, it all appears to be a reaction to the fairly obvious point that the highly visible and increasingly brutal ICE raids are not popular. And the American public is beginning to see these “surges” into Blue cities, rightly, not as aggressive immigration enforcement but as something more like punitive expeditions into what Trump views as enemy cities or something like occupied territory.

What I’ve noticed is how top administration leaders and especially the ICE agents on the ground are increasingly leaning into the visions of these “surges” and raids as a kind of cleansing violence, even much more than they were in the early period of this effort back in the summer. They increasingly look less like efforts to rack up deportation numbers ( that may be happening in a more piecemeal fashion across the country ) and more like hyper-violent expeditions targeting all the people who — in the MAGA vision — are getting in the way of Making America Great Again.

We had this discussion a few days ago about whether the hyper-aggressive and positive response to Renee Good’s shooting might be, surprisingly and distressingly, good politics. This Axios piece, and the various administration officials interviewed in it, would suggest that if we see good politics as more people supporting you than thinking you suck the pretty resounding answer right now is, no. Sizable majorities of Americans really don’t like any of this. ICE’s reputation is cratering. People think ICE makes American cities less safe.

The comments from administration officials are predictably passive aggressive and aggrieved. But push through that and the gist of the piece is that there is at least a faction in the White House that wants to back off the aggressive and hyper-violent tactics because it’s bumming people out and putting the White House (and Republicans) in a worse position for the midterms. The general line is that it’s all awesome, but it doesn’t necessarily look good. And maybe they can try to make it look a bit better so people who are going to vote in the midterms won’t be so upset. They suggest at least that Trump himself knows some of this stuff looks pretty bad, or at least looks bad to people whose support they need. As I said, the tone is passive aggressive and aggrieved, willfully ignoring the fact that the punitive hyper-violence is a feature not a bug.

But there’s an important point we can draw from this.

The mission of cleansing violence is something the MAGA base loves. It’s a kinetic performance of the heart points of the MAGA movement: aggressive and violent retribution against domestic enemies — the whiny women, the lesbians and the gays, the international riffraff polluting the nation’s blood, the armies of complainers the elites call “protesters.” They can’t really cut that loose because that’s the core of their movement; it’s what drives their most devoted and motivated followers. But to a majority of the population this spectacle is surprising and upsetting, and increasingly frightening. It’s a reminder that “good politics” isn’t always a simple thing. Sometimes you have to do necessary politics (sticking with your core supporters) before you can get to good politics. And hyper-aggressive people often think they can manifest the political reality they want into being even when they can’t. It’s a sign that this vision of national cleansing through violence remains very much the wish of a minority of the population, really probably a pretty small minority. And if you think adamantly defending the unloading of a firearm into a harmless woman might not play well with most people … it really may be that simple: people don’t like it.

Hive Maintenance Scheduled for January 16, 2:15 pm ET

As part of a larger effort to find long-term solutions to make sure our members are having a good user experience in The Hive, the forums will be undergoing some much-needed maintenance today, January 16, at 2:15 p.m. ET. During this time, the Hive will be read-only with most features, including the ability to comment, unavailable for about an hour. The updates and maintenance will increase the speed and reliability of The Hive server going forward. If you have any questions, feel free to reach out to us at siteissues@talkingpointsmemo.com.

Come Out and Say Hi

We’re under two weeks out from our first Morning Memo Live event featuring a really smart panel of people deeply knowledgeable on the story I care about most: the politicization and weaponization of the Justice Department.

It is the sine qua non of Trump’s drive toward a uniquely American form of authoritarianism. There can be no rule of law without the fair, consistent, and independent enforcement of the law for everyone. But over the past year, Trump has brought the Justice Department under the direct control of (and even into!) the White House and used it as a sword against his foes and shield for his allies.

To talk about this historic shift and the many permutations of it that are still unfolding, I’ll be moderating a discussion with Stacey Young from Justice Connection, which is providing support to current and recent DOJ employees; former assistant U.S. Attorney Aaron Zelinsky, who served on Special Counsel Robert Mueller’s team and led the prosecution of Roger Stone; and Anna Bower, who covers these issues closely for Lawfare (while fielding occasional Signal messages from Lindsey Halligan).

In addition to the panel discussion, it’ll be a TPM community event with a Q&A and a light reception to follow. Come on out and help us make it a great evening. Details and tickets available here (TPM members should have a special discount code in their inboxes).

Verizon Offers $20 Credit After Daylong Outage

Verizon, in an announcement on Twitter/X regarding their daylong outage this week:

Yesterday, we did not meet the standard of excellence you expect and that we expect of ourselves. To help provide some relief to those affected, we will give you a $20 account credit that can be easily redeemed by logging into the myVerizon app. You will receive a text message when the credit is available. On average, this covers multiple days of service. Business customers will be contacted directly about their credits.

This credit isn’t meant to make up for what happened. No credit really can. But it’s a way of acknowledging your time and showing that this matters to us.

I got the text message last night (screenshot), and redeemed it this morning. It wasn’t too hard to redeem, partly because I already had the My Verizon app installed and had my account credentials saved.

But you know what would actually be easy, and would actually acknowledge our time and show that this really matters to Verizon? If they just took $20 off every customer’s next bill. Automatic. Just take $20 off next month. If a good restaurant screws up an item you ordered, they apologize and take the item off your bill (and maybe give you a free dessert or something). They don’t give you a code to redeem.

It would also better show that they care if the text message spelled the app “My Verizon”, which is the app’s actual name.

As for how many days of service $20 covers, we pay $329/month for a “5G Do More” family plan for me, my wife, and son. Three phones, three Apple Watches, and two iPads. (I’m the one without a cellular iPad plan, because I so seldom use an iPad.) That’s about $11/day. Verizon only sent us one $20 credit, not three, so that covers roughly two days of service — which is, indeed, multiple days.

 ★ 

AI and the Corporate Capture of Knowledge

More than a decade after Aaron Swartz’s death, the United States is still living inside the contradiction that destroyed him.

Swartz believed that knowledge, especially publicly funded knowledge, should be freely accessible. Acting on that, he downloaded thousands of academic articles from the JSTOR archive with the intention of making them publicly available. For this, the federal government charged him with a felony and threatened decades in prison. After two years of prosecutorial pressure, Swartz died by suicide on Jan. 11, 2013.

The still-unresolved questions raised by his case have resurfaced in today’s debates over artificial intelligence, copyright and the ultimate control of knowledge.

At the time of Swartz’s prosecution, vast amounts of research were funded by taxpayers, conducted at public institutions and intended to advance public understanding. But access to that research was, and still is, locked behind expensive paywalls. People are unable to read work they helped fund without paying private journals and research websites.

Swartz considered this hoarding of knowledge to be neither accidental nor inevitable. It was the result of legal, economic and political choices. His actions challenged those choices directly. And for that, the government treated him as a criminal.

Today’s AI arms race involves a far more expansive, profit-driven form of information appropriation. The tech giants ingest vast amounts of copyrighted material: books, journalism, academic papers, art, music and personal writing. This data is scraped at industrial scale, often without consent, compensation or transparency, and then used to train large AI models.

AI companies then sell their proprietary systems, built on public and private knowledge, back to the people who funded it. But this time, the government’s response has been markedly different. There are no criminal prosecutions, no threats of decades-long prison sentences. Lawsuits proceed slowly, enforcement remains uncertain and policymakers signal caution, given AI’s perceived economic and strategic importance. Copyright infringement is reframed as an unfortunate but necessary step toward “innovation.”

Recent developments underscore this imbalance. In 2025, Anthropic reached a settlement with publishers over allegations that its AI systems were trained on copyrighted books without authorization. The agreement reportedly valued infringement at roughly $3,000 per book across an estimated 500,000 works, coming at a cost of over $1.5 billion. Plagiarism disputes between artists and accused infringers routinely settle for hundreds of thousands, or even millions, of dollars when prominent works are involved. Scholars estimate Anthropic avoided over $1 trillion in liability costs. For well-capitalized AI firms, such settlements are likely being factored as a predictable cost of doing business.

As AI becomes a larger part of America’s economy, one can see the writing on the wall. Judges will twist themselves into knots to justify an innovative technology premised on literally stealing the works of artists, poets, musicians, all of academia and the internet, and vast expanses of literature. But if Swartz’s actions were criminal, it is worth asking: What standard are we now applying to AI companies?

The question is not simply whether copyright law applies to AI. It is why the law appears to operate so differently depending on who is doing the extracting and for what purpose.

The stakes extend beyond copyright law or past injustices. They concern who controls the infrastructure of knowledge going forward and what that control means for democratic participation, accountability and public trust.

Systems trained on vast bodies of publicly funded research are increasingly becoming the primary way people learn about science, law, medicine and public policy. As search, synthesis and explanation are mediated through AI models, control over training data and infrastructure translates into control over what questions can be asked, what answers are surfaced, and whose expertise is treated as authoritative. If public knowledge is absorbed into proprietary systems that the public cannot inspect, audit or meaningfully challenge, then access to information is no longer governed by democratic norms but by corporate priorities.

Like the early internet, AI is often described as a democratizing force. But also like the internet, AI’s current trajectory suggests something closer to consolidation. Control over data, models and computational infrastructure is concentrated in the hands of a small number of powerful tech companies. They will decide who gets access to knowledge, under what conditions and at what price.

Swartz’s fight was not simply about access, but about whether knowledge should be governed by openness or corporate capture, and who that knowledge is ultimately for. He understood that access to knowledge is a prerequisite for democracy. A society cannot meaningfully debate policy, science or justice if information is locked away behind paywalls or controlled by proprietary algorithms. If we allow AI companies to profit from mass appropriation while claiming immunity, we are choosing a future in which access to knowledge is governed by corporate power rather than democratic values.

How we treat knowledge—who may access it, who may profit from it and who is punished for sharing it—has become a test of our democratic commitments. We should be honest about what those choices say about us.

This essay was written with J. B. Branch, and originally appeared in the San Francisco Chronicle.

25 Propositions about the New Romanticism

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More than two years ago, I predicted the rise of a New Romanticism—a movement to counter the intense rationalization and expanding technological control of society.

This idea had started as a joke. Oh Beethoven, come save us! And give Tchaikovsky the news.

But when I dug deeply into the history of the original Romanticist movement, circa 1800, I stopped laughing. The more I probed, the more I was convinced that this provided a blueprint for countering the overreach of technology, the massive expansion in surveillance, and the centralization of both political and economic power.

It had worked back then. The Age of Romanticism had seen the abolition of slavery, protections for workers, prohibitions on child labor, a growing respect for human dignity, and a blossoming of the arts.

Industrialists wept. But somehow they survived.

Romanticism had countered cold profit-driven industrialization with human values. And economic growth had actually accelerated in response to this more balanced approach.

After the rise of Romanticism, circa 1800, more constraints were put on industrialization—but economic growth actually accelerated in the leading industrialized countries. Protecting humans actually added to prosperity. (Source)

Could it happen again? I thought it could. And now, two years, later, I’m convinced that the shift is already underway.

Here’s how I described it back then:


From “Notes Toward a New Romanticism” (November 2023)

I realized that, the more I looked at what happened circa 1800, the more it reminded me of our current malaise.

  • Rationalist and algorithmic models were dominating every sphere of life at that midpoint in the Industrial Revolution—and people started resisting the forces of progress.

  • Companies grew more powerful, promising productivity and prosperity. But Blake called them “dark Satanic mills” and Luddites started burning down factories—a drastic and futile step, almost the equivalent of throwing away your smartphone.

  • Even as science and technology produced amazing results, dysfunctional behaviors sprang up everywhere. The pathbreaking literary works from the late 1700s reveal the dark side of the pervasive techno-optimism—Goethe’s novel about Werther’s suicide, the Marquis de Sade’s nasty stories, and all those gloomy Gothic novels. What happened to the Enlightenment?

  • As the new century dawned, the creative class (as we would call it today) increasingly attacked rationalist currents that had somehow morphed into violent, intrusive forces in their lives—an 180 degree shift in the culture. For Blake and others, the name Newton became a term of abuse.

  • Artists, especially poets and musicians, took the lead in this revolt. They celebrated human feeling and emotional attachments—embracing them as more trustworthy, more flexible, more desirable than technology, profits, and cold calculation.


In the two years since I wrote that, the notion of a New Romanticism has spread like a wildfire.

  • For valuable commentary on the subject, you should check out Ross Barkan, Santiago Ramos, Dr. Anjan Chatterjee, Kate Alexandra, Megha Lillywhite, and Campbell Frank Scribner. That’s just a start.

  • The new Romanticon Substack, launched in September, is now an important part of the movement.

  • I see hints of the New Romanticism in the most popular TV series (Severance, Pluribus, Yellowstone, etc.).

  • The extraordinary growth in romance, fantasy, romantasy and other fanciful literary genres tells the same story. Many readers are seeking an escape from hard-headed realism in the current moment.

  • I find sympathetic voices among public intellectuals—many of them mentioned here in recent months (Jonathan Haidt, Charles Taylor, Iain McGilchrist, Jennifer Frey, Paul Kingsnorth, Byung-Chul Han, etc.).

  • Even Pope Leo seems to have joined the movement.

These people lack political or economic power. But they reflect the new attitude of the public—and that will become increasingly clear as the US approaches election day later this year.

This movement is not going away. It will only intensify.


For a long time, I’ve wanted to write more on the New Romanticism. Given the growing momentum of this movement, now is probably a good time to define it more clearly.

With that goal, I’m sharing 25 propositions. These will help you anticipate future events—at least that’s my goal.

Others will probably have a slightly different take on this—so I can’t claim any sweeping authority for my statements. These simply outline what this movement means to me, and where I think it’s heading.

THE NEW ROMANTICISM: 25 PROPOSITIONS

1.

The most important things in human life can’t be reduced to software code or numbers on a spreadsheet. Here are some of them: Love, Trust, Compassion, Friendship, Forgiveness, Faith, Hope, Charity, Creative Expression, Integrity, Nature, Kindness, Beauty.

These are the key parameters of the Romanticist life.

2.

In ages of intense Rationalism, these things get marginalized—or in some cases eradicated. It’s no coincidence that people are struggling in the current environment to find love, friendship, trust, etc. The rationalist system is not built to foster these human connections—even the largest data center can’t generate them.

3.

Rationalism has created tremendous benefits for society, but in its final stages it becomes self-serving. The system aims to expand its control no matter the consequences for people inside the system. It starts to feel intrusive and oppressive.

4.

This is happening right now. Rationalism has become voracious and refuses to recognize any limits. It wants to swallow up everything. All human things get turned into an app.

Even art and inspiration get replaced by inhuman data—beauty becomes one more output from a cold unfeeling system. The system now wants you to work to assist the expansion of data. And your own value is reduced to the ways your personal data can get monetized.

But it doesn’t stop there. The system urges you to seek out more data in your playtime. You even have the option of falling in love with a data construct.

5.

We’ve reached an endgame where this process turns into a mockery of language. The word progress no longer refers to actual progress, merely an expansion of technological control—so every software upgrade feels like a downgrade.

The same is true of the word productivity. Productivity gains are now the source of widespread unemployment and impoverishment—because only a few technocrats capture the economic benefits.

The word science also gets tainted. Scientific information is increasingly indistinguishable from propaganda—so much so that the predominant use of new tech is to produce fakery (fake images, fake video, fake books, fake people, all the way to fake answers on a test).

The whole system feels like it’s built on deception in the service of the will to power.

6.

Romanticism flips the equation—the system is forced to serve the people, instead of the people serving the system.

The Third of May 1808, a painting by Francisco Goya, was emblematic of the rising Romanticist spirit of the era.

7.

Just as there is a New Romanticism, there is also a New Rationalism. A typical exponent is the criminal financier Sam Bankman-Fried, who mocked Shakespeare (although SBH would “never read a book”—so how could he judge literature?), and tried to reduce human values to a kind of maximization problem on a math test.

Other exponents of the New Rationalism are individuals who seem strangely drained of emotion and human connection—Thiel, Musk, Altman, Zuckerberg, etc. This is the Rationalist character type—a zero degree of personality. They are people you would trust with a spreadsheet, but not to babysit your child or care for an elder.

8.

This zero personality type is obsessed with AI—the god created in its own image—which becomes the defining technology of the New Rationalism. But no matter how smart AI gets, it will never create an app that can forgive. Or fall in love. Or feel the pangs of parenthood. Or grieve the death of a loved one. Or grasp the sublime.

9.

It will try to mimic all these things. That’s the travesty of the dominant data-built system—a built-in dishonesty. You can tell that Rationalism is now reaching its breaking point because of the intense level of deceit and pretense it now requires to expand its sphere of control.

10.

This pretense is also an admission that AI needs that human dimension—human feeling is essential to its goals but impossible to achieve. With every move it makes, the technocracy shows its hunger for the same humanism it’s working to destroy.

11.

This rationalist world has gradually been drained of enchantment. The shift to life via digital apps and interfaces represents the final stage of disenchantment.

12.

People now feel the horror and claustrophobia of this imposed disenchantment. This creates a hunger for magic that the system cannot provide.

13.

Romanticism aims to recover enchantment—at first for individuals, but ultimately for groups and communities.

That’s why Romanticism nurtures creativity, storytelling, self-expression, emotion, ecstasy, aesthetic awe—things that can’t be manipulated like data and content.

14.

Rationalism tries to compensate for its lack of a soul by imitating a religion or cult. It establishes its own dogmas and rituals with the fervor of true believers.

Tens of thousands of people already treat AI as a kind of god. That’s not happenstance, but symptomatic of this tendency. The participant in the rationalist belief system also needs a higher power, and finds it in the machine.

15.

Systematized rationalism is about total control. That’s inevitable in any worldview without a moral compass. So it doesn’t respect human limits—but has an inherent urge to expand its sphere of control, no matter what consequences ensue.

We are in great danger when science and technology grow faster than our moral awareness of how to use the tools they create. The same thing happened during the Industrial Revolution—until the Romanticist backlash imposed constraints and reforms.

Until that took place, factory owners and plantation bosses treated humans as mere inputs in a cold rationalized process. The similarities with our current situation are hard to miss.

16.

At some point even the scientists lose control—as we learned when they invented nuclear weapons or gunpowder or coronaviruses. The people who built the atomic bomb could only hand it off to the most powerful politicians. That inevitably happened in every country where nuclear weapons were made.

If AI achieves the degree of power its proponents predict, the same handoff will happen. It will become another tool of control for entrenched rulers. To expect otherwise is naive.

17.

Romanticism is the opposite of all this. It is about maintaining some small space of freedom from total control. It protects people, not a hierarchy of machines and machine owners.

18.

Ages of intense rationalized control do not last forever. They create an inevitable backlash by pushing to extremes. This is why the industrialization of Europe led to the great age of Romanticism.

The Romanticists demanded protections for workers, laws against child labor, an end to slavery, and other defenses against total control of a rationalized system. Something like this will happen again.

19.

A counterculture is always inherently Romantic. It resists the overreach of the dominant system.

A society that doesn’t listen to its counterculture—or, worse, tries to silence it—has destroyed its most valuable feedback loop.

20.

The dominant system today is built on analysis. And it’s worth remembering that the root meaning of analysis is the reduction of things into parts.

Holistic thinking, in contrast, is always inherently Romantic. You can also call this visionary thinking.

21.

The goal isn’t to stop Rationalism. The goal is to make it serve human ends. Instead the system is moving hellbent in the opposite direction.

22.

Even Romanticism can be pushed to dangerous extremes. When it rose as a counterweight to the Enlightenment, circa 1800, the Romanticist impulse had a healthy influence on society for a period of roughly fifty years. Then it got entangled in intense nationalist rivalries and other dysfunctional trends. So anything I say in favor of Romanticism is solely with regard to the current context.

At the present moment, it would provide a healthy corrective. But that doesn’t mean that the Romanticist impulse is beneficial in every setting.

23.

Healing begins with each individual. This is still possible, even in repressive situations. Rebellion emerges first in the inner life—which the Rationalists can’t control.

That’s always the initial step in Romanticist eras. Individuals nurture their inner life. Then they can form communities and push for more humane policies and institutions.

24.

Rationalism appears powerful, but is actually vulnerable—because it’s empty inside. It lacks a heart and soul. In any real conflict, this is a huge weakness—because conflicts are won by the most passionate, not by the most rigorously analytical.

25.

The New Romanticism is more than an intellectual movement. It will be promoted by people who don’t even recognize that label. They will demand a more human-oriented society. They will care about creative expression. They will seek to nurture their souls—and do so without apologies, not worrying about what can be quantified or measured. They recognize the value of intangibles, and the dead-end of a data-driven life.

This is already starting to happen—the movement is gaining strength even at this very moment.


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I will revisit this subject in the future. Others will too—because this conflict in worldviews is now too large to ignore.

The countdown to clean orbits has begun with ESA’s Zero Debris Charter

An illustration showing GEO being crowded, as Earth is blanketed by an orbit of satellites and debris.

Space is rapidly becoming the world’s most congested frontier. What was once a domain of scientific exploration is now a crowded commercial arena, a global infrastructure layer critical to communications, navigation, climate monitoring and defense. Yet this dependence is threatened by a growing, largely invisible hazard: orbital debris. The European Space Agency’s Zero Debris Technical […]

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China advances plans for dual solar system boundary missions

Bow shock around very young star LL Ori. The Chinese heliosphere probes would study such regions.

China has published coordinated papers outlining dual missions to the solar system’s edge, suggesting the long-studied project is nearing formal approval.

The post China advances plans for dual solar system boundary missions appeared first on SpaceNews.

Japanese launch company Interstellar Technologies raises $130 million

Zero

Japanese launch vehicle startup Interstellar Technologies has raised nearly $130 million to continue development of its Zero small launch vehicle.

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China launches AlSat-3A for Algeria, Ceres-1 sea launch adds to Tianqi constellation

China conducted its third and fourth launches of 2026 with Long March 2C and Ceres-1 rockets lifting off from Jiuquan and a sea platform respectively.

The post China launches AlSat-3A for Algeria, Ceres-1 sea launch adds to Tianqi constellation appeared first on SpaceNews.

Congress passes minibus spending bill that rejects proposed NASA cuts

Congress has approved a fiscal year 2026 spending bill that largely restores funding proposed for deep cuts to NASA while canceling one major mission.

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Isar Aerospace sets date for second Spectrum launch

Spectrum flight 2

German launch company Isar Aerospace is preparing for the second launch of its Spectrum rocket, this time carrying several satellite payloads.

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China conducts static fire test of new reusable Long March 12B rocket

A Long March rocket stands on a launch pad in a desert setting during a static fire test, with engines firing and producing a large plume of white and gray exhaust and dust spreading outward across the ground, framed by lightning towers under a clear sky.

China’s main space contractor performed a static fire test of a new reusable Long March rocket Friday, paving the way for a test flight.

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AO-Resistant Material Boosts VLEO Satellite Longevity

Deposition Sciences, Inc. (DSI), a wholly owned subsidiary of Lockheed Martin, specializes in advanced materials and optical coatings. For over 20 years, they’ve been producing their Sunshade® thermal control material, […]

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The share of factor income paid to computers

Image

Via Kevin Bryan.

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Claims about AI and science

You should take these as quite context-specific numbers rather than as absolutes, nonetheless this is interesting:

Scientists who engage in AI-augmented research publish 3.02 times more papers, receive 4.84 times more citations and become research project leaders 1.37 years earlier than those who do not. By contrast, AI adoption shrinks the collective volume of scientific topics studied by 4.63% and decreases scientists’ engagement with one another by 22%.

Here is the full Nature piece by Qianyue Hao, Fengli Xu, Yong Li, and James Evans.  The end sentence of course does not have to be a negative.  Via the excellent Kevin Lewis.

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NRO, SpaceX launch reconnaissance satellites from Vandenberg

A long exposure shot showing the ascent of SpaceX’s Falcon 9 rocket from Space Launch Complex 4 East and the return of the booster, 1100, to Landing Zone 4 at Vandenberg Space Force Base during the NROL-105 mission on Jan. 16, 2026. Image: SpaceX

Update Jan. 17, 12 a.m. EST (0500 UTC): SpaceX landed its booster at Landing Zone 4.

Update Jan. 16, 9:25 p.m. EST (0225 UTC): New T-0 set.
Update Jan. 16, 5:20 p.m. EST (2220 UTC): SpaceX adjusted the T-0 liftoff time.

SpaceX executed a late night Falcon 9 launch from Vandenberg Space Force Base on Friday, which carrying an undisclosed number of intelligence-gathering satellites for the National Reconnaissance Office.

The mission, NROL-105, has a payload of satellites heading to low Earth orbit, which are believed to be Starshield, a government variant of the Starlink satellites.

Liftoff from Space Launch Complex 4 East happened at 8:39:51 p.m. PST (11:39:51 p.m. EST / 0439:51 UTC).

“Today’s mission is the twelfth overall launch of the NRO’s proliferated architecture and first of approximately a dozen NRO launches scheduled throughout 2026 consisting of proliferated and national security missions,” the NRO said in a post-launch statement. “Having hundreds of NRO satellites on orbit is critical to supporting our nation and its partners. This growing constellation enhances mission resilience and capability through reduced revisit times, improved persistent coverage, and accelerated processing and delivery of critical data.”

The NRO began deploying its fleet of satellites in May 2024 and launched a total of 11 times on Falcon 9 rockets, procuring the launches outside of the framework of the National Security Space Launch contract.

Its stated goal is to establish “the largest government constellation in history” consisting of hundreds of satellites with launches planned through 2029. There are roughly half a dozen missions planned for 2026, including NROL-105.

“The NRO’s proliferated system will increase timeliness of access, diversify communications pathways, and enhance resilience,” the NRO said in its prelaunch press kit. “It will provide greater revisit rates and increased coverage, and eliminate single points of failure. With hundreds of small satellites on orbit, data will be delivered in minutes or even seconds. This will ensure the analysts, warfighters, and civil agencies NRO serves receive actionable information faster than ever before.”

The mission patch symbolizing the National Reconnaissance Office’s proliferated architecture satellite constellation. Graphic: NRO

SpaceX launched the mission using the Falcon 9 first stage booster with the tail number 1100. This was its second flight after launching the Starlink 11-30 mission on Nov. 23, 2025.

A little more than 7.5 minutes after liftoff, B1100 touched down back at Landing Zone 4, adjacent to the launch pad. This was the 33rd landing at LZ-4 and the 560th booster landing for SpaceX to date.

Friday assorted links

1. “Millennial fathers spent only marginally less time caring for their children than Baby Boomer mothers of the same age.

2. Daniel Walker Howe, RIP (NYT).  I recommend his books on early to mid- 19th century American history.

3. “…the 2nd least mobile player in the NBA on defense.

4. Anthropic Economic Index report.

5. AI progress in the last fifteen days.

6. Frontier AI auditing.

7. Eric Drexler on a hypercapable world.

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Trapped in the hell of social comparison

Interest rates have begun to come down. Inflation has mostly subsided, and the real economy is still doing decently well despite Trump’s tariffs. So why are American consumers more pessimistic than they were during the depths of the Great Recession or the inflation of the late 1970s?

It’s possible to spin all sorts of ad hoc hypotheses about why consumer sentiment has diverged from its traditional determinants. Perhaps Americans are upset about social issues and politics, and expressing this as dissatisfaction about the economy. Perhaps they’re mad that Trump seems to be trying to hurt the economy. Perhaps they’re scared that AI will take their jobs. And so on.

Here’s another hypothesis: Maybe Americans are down in the dumps because their perception of the “good life” is being warped by TikTok and Instagram.

I’ve been reading for many years about how social media would make Americans unhappier by prompting them to engage in more frequent social comparisons. In the 2010s, as happiness plummeted among young people, the standard story was that Facebook and Instagram were shoving our friends’ happiest moments in our faces — their smiling babies, their beautiful weddings, their exciting vacations — and instilling a sense of envy and inadequacy.

In fact, plenty of careful research found that using Facebook and Instagram made people at least temporarily unhappier, and there’s some evidence that social comparisons were the reason. Here’s Appel et al. (2016), reviewing the literature up to that point:

Cross-sectional evidence demonstrates a positive correlation between the amount of Facebook use and the frequency of social comparisons on Facebook…A similar pattern emerges for the impression of being inferior…Some of these studies…have documented an association between social comparison or envy and negative affective outcomes…

Causal relationships between Facebook use, social comparison, envy, and depression have also been established experimentally. For example, in a study about women's body image…women instructed to spend ten minutes looking at their Facebook page rated their mood lower than those looking at control websites. Furthermore, participants in the Facebook condition who had a strong tendency to compare their attractiveness to others were less satisfied with their physical appearance…

In summary, available evidence is largely consistent with the notion that Facebook use encourages unfavorable social comparisons and envy, which may in turn lead to depressed mood.

Note that during the 2010s, consumer confidence was high. Even if people were comparing their babies and vacations and boyfriends, this was not yet causing them to seethe with dissatisfaction over their material lifestyles. But social media today is very different than social media in the 2010s. It’s a lot more like television — young people nowadays spend very little time viewing content posted by their friends. Instead, they’re watching an algorithmic feed of strangers.

A lot of those strangers are “influencers” — people who either make a living or gain fame and popularity by posting about their lifestyles. And while some of those lifestyles might be humble and hardscrabble, in general they tend to be rich and leisurely.

When I asked a social media-obsessed Millennial I know to give me an example of a rich influencer, she immediately mentioned Rebecca Ma, better known by her online nickname Becca Bloom. Here’s Becca’s spectacular wedding:

Rebecca on Instagram: "Perfume holds memories. Donna Born in Ro…

And here’s a video of her and her husband letting Microsoft Copilot decide where to fly their private jet:

Rebecca on Instagram: "Letting @microsoftcopilot decide where w…

Most of Becca’s Instagram account is pictures of her taking trips to gorgeous, scenic locations and showing off fancy clothes and other possessions. Another example I heard was Alix Earle, whose posts mix dance performances with exotic vacations.

To be very clear, I am not criticizing, decrying, or denouncing social media influencers like this. Becca Bloom looks like a nice person that I might go to a party with — and there’s absolutely nothing wrong with having a beautiful wedding, hanging out on the beach, or visiting cities in Europe. But how many Americans can afford to live that lifestyle? Becca Bloom comes from a super-rich Hong Kong family, a successful entrepreneur who sold her technology company in 2018. She’s top 0.01% for sure.

There were rich people like that in 1920, or 1960, or 1990. But you almost never saw them. Maybe you could read about them in People magazine or watch a TV show about them. But most people simply didn’t have contact with the super-rich. Now, thanks to social media, they do. And even if people don’t go hunting for “RichTok” videos, the algorithmic feed may occasionally throw some into their field of view. On a day-to-day basis, we are more aware of the Becca Blooms of this world than we were thirty years ago, or probably even ten years ago.

But even more subtle might be the influencers who are merely upper class rather than spectacularly rich. Since I don’t follow any lifestyle influencers, I asked AI for a few examples, and here are a few it mentioned:

Merritt Beck on Instagram: "Dinner outfit ideas featuring some …
Carly A. Riordan on Instagram: "Back home but my Instagram feed…
Jacey Duprie on Instagram: "Parte Due of a 4 night trip to Ital…
KATE ARENDS | Wit & Delight on Instagram: "10 Life Truths from …

These people aren’t living the lifestyle of a Becca Bloom, yet most of what you’re seeing in these photos and videos is economically out of reach for the average American. Most Americans can’t afford a big fancy house like Merritt Beck’s or Carly Riordan’s, a gorgeous European vacation like Jacey Duprie’s, or fancy dinner parties like Kate Arends’.

And yet these are not obviously rich people, either — they’re more like the 5% or the 1% than the 0.01%. Their lifestyles are out of reach for most, but not obviously out of reach. Looking at any of these videos, you might unconsciously wonder “Why don’t I live like that?”.

Americans were always shown examples of aspirational lifestyles. The house in the Brady Bunch and the apartments in Friends were more spacious and well-appointed than the average American residences at the time, and you’d see the same exaggerations in advertisements. Yet on some level, Americans might have realized that that was fiction; when you see a lifestyle influencer on TikTok or Instagram, you feel like you’re seeing simple, bare-bones reality. (And often, though not always, you are.)

I was talking to my friend David Marx about this, and he pointed out that the rise of social media influencers has scrambled our social reference points.

Humans have always compared ourselves to others, but before social media, we compared ourselves to the people around us — our coworkers, friends, family, and neighbors. “Keeping up with the Joneses” has always been a well-known concept, and many economists have documented the effect in real life. For example, here’s Card et al. (2012) on salary comparisons:

We study the effect of disclosing information on peers' salaries on workers' job satisfaction…Workers with salaries below the median for their pay unit and occupation report lower pay and job satisfaction and a significant increase in the likelihood of looking for a new job. Above-median earners are unaffected. Differences in pay rank matter more than differences in pay levels.

And here’s Luttmer (2005), finding that having richer neighbors makes you less happy:

This paper investigates whether individuals feel worse off when others around them earn more. In other words, do people care about relative position, and does “lagging behind the Joneses” diminish well-being?…I find that, controlling for an individual's own income, higher earnings of neighbors are associated with lower levels of self-reported happiness…There is suggestive evidence that the negative effect of increases in neighbors' earnings on own well-being is most likely caused by interpersonal preferences, that is, people having utility functions that depend on relative consumption in addition to absolute consumption.

But comparing yourself to neighbors, coworkers, family, and friends was different than comparing yourself to social media influencers, in at least a couple of important ways.

First, all of those classic reference points tended to be people who were roughly similar to us in income — maybe a little higher, maybe a little lower, but usually not hugely different, and certainly not Becca Bloom types. Housing markets, job markets, and all kinds of other forces tend to sort us into relatively homogeneous social classes. The rich and the poor were always fairly removed from the middle class, both geographically and socially.

But perhaps even more importantly — and this was a point that David Marx especially emphasized — we were able to explain the differences we saw. In 1995, if you knew a rich guy who owned a car dealership, you knew how he made his money. If you envied his big house and his nice car, you could tell yourself that he had those things because of hard work, natural ability, willingness to accept risk, and maybe luck. The “luck” part would rankle, but it was only one factor among many. And you knew that if you, too, opened a successful car dealership, you could have all of those same things.

But now consider looking at an upper-class social media influencer like the ones I cited above. It’s not immediately obvious what they do for work, or how they could afford all those nice things. Some of them have jobs or run businesses, but you don’t know what those are. Some might have inherited their wealth. Some of them make money only by showing off their lifestyles on social media!

Not only can you not explain the wealth you’re seeing on social media, but you probably don’t even think about explaining it. It’s just floating there, delocalized, in front of you — something that other people have that you don’t. Perhaps you make it your reference point by default, unconsciously and automatically, as if you’re looking at your sister’s house or your neighbor’s car.

I’m hardly the first person to think of this idea. Other writers are starting to use terms like “money dysmorphia” and “financial dysmorphia” to describe the vague sense of inadequacy that comes from being bombarded with deracinated free-floating images of wealth and comfort. A lot of people have taken note of a recent survey by the financial services company Empower, in which Gen Z reported a much higher threshold for considering themselves financially successful:

$588,000 is an absurd requirement for financial success. It’s in the top 1% of individual incomes. It’s thirteen times the median personal income in the United States, and more than five times the median family income.

Now, with surveys like this, you always have to worry about wording. It’s possible that terminology has changed, so that the phrase “financially successful” connotes “rich” to Gen Z, while it means “upper middle class” to older generations. But it’s also possible that Gen Z folks really do think they’re losers if they don’t make $588k. And this impression might come from TikTok and Instagram — many of the influencers I listed above look like they probably make in the ballpark of that amount.1

If social media comparison is really making middle-class Americans feel like financial losers, what do we do about it? It’s physically impossible to give every American an income anywhere near $588k, at least in the near future. We can redistribute more wealth and income, but taxing the top 5% down to a humble middle-class standard of living just to make social media consumers less grumpy is probably a political non-starter. We could have a communist revolution, but history shows that this is a bad idea.

And if social comparisons are getting Americans down, the Abundance agenda is likely to be less powerful than we might hope. Economic theory and common sense both tell us that even if people’s satisfaction depends on other people’s wealth, getting richer still makes them happier. But social comparisons can put a lid on how happy we can feasibly make people.

So neither redistribution nor growth nor any combination of the two will give regular folks the kind of lifestyle they see on TikTok and Instagram. Hopefully over time people will learn that influencer lifestyles aren’t a good barometer of reality — that fancy Europe trips and cavernous mansions are as rare now as having a giant apartment in Manhattan was in the 1990s.

In the meantime, I suppose we can strive to make society more equal in other ways, so that lifestyle differences matter less. We can provide more public goods — nice parks, walkable streets, good transit, beautiful free public beaches. We might even be able to cultivate a culture like Japan’s, where most rich people are embarrassed to display too much wealth in public. And we can continue prodding young people to watch less TikTok and Instagram.

All of those solutions are, of course, predicated on social comparison actually being a major reason behind low economic satisfaction. It might not be. But it’s an important hypothesis we should consider.


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There are some more modest middle-class influencers out there, like Emily Mariko, but the upper class seems to dominate — probably because people like looking at fancy expensive stuff.

International Station

Welcome to the International Space Station Exclamation Point!

This Is Not a Nobel Prize

A gold coin with a person's face

AI-generated content may be incorrect.

It’s a Nobel medal, a symbol of the honor, not the honor itself. Only a vain, insecure fool would imagine that blackmailing someone into handing their medal over adds to his stature.

Also, this is not an insurrection:

A person in a gas mask and helmet

AI-generated content may be incorrect.

No post today.

Open Responses

Open Responses

This is the standardization effort I've most wanted in the world of LLMs: a vendor-neutral specification for the JSON API that clients can use to talk to hosted LLMs.

Open Responses aims to provide exactly that as a documented standard, derived from OpenAI's Responses API.

I was hoping for one based on their older Chat Completions API since so many other products have cloned the already, but basing it on Responses does make sense since that API was designed with the feature of more recent models - such as reasoning traces - baked into the design.

What's certainly notable is the list of launch partners. OpenRouter alone means we can expect to be able to use this protocol with almost every existing model, and Hugging Face, LM Studio, vLLM, Ollama and Vercel cover a huge portion of the common tools used to serve models.

For protocols like this I really want to see a comprehensive, language-independent conformance test site. Open Responses has a subset of that - the official repository includes src/lib/compliance-tests.ts which can be used to exercise a server implementation, and is available as a React app on the official site that can be pointed at any implementation served via CORS.

What's missing is the equivalent for clients. I plan to spin up my own client library for this in Python and I'd really like to be able to run that against a conformance suite designed to check that my client correctly handles all of the details.

Via VB

Tags: json, standards, ai, openai, generative-ai, llms, openrouter, conformance-suites

Rocket Report: Ariane 64 to debut soon; India has a Falcon 9 clone too?

Welcome to Edition 8.25 of the Rocket Report! All eyes are on Florida this weekend as NASA rolls out the Space Launch System rocket and Orion spacecraft to its launch site in Florida for the Artemis II mission. NASA has not announced a launch date yet, and this will depend in part on how well a "wet dress rehearsal" goes with fueling the rocket. However, it is likely the rocket has a no-earlier-than launch date of February 8. Our own Stephen Clark will be in Florida for the rollout on Saturday, so be sure and check back here for coverage.

As always, we welcome reader submissions, and if you don't want to miss an issue, please subscribe using the box below (the form will not appear on AMP-enabled versions of the site). Each report will include information on small-, medium-, and heavy-lift rockets as well as a quick look ahead at the next three launches on the calendar.

MaiaSpace scores a major launch deal. The ArianeGroup subsidiary, created in 2022, has inked a major new launch contract with satellite operator Eutelsat, Le Monde reports. A significant portion of the 440 new satellites ordered by Eutelsat from Airbus to renew or expand its OneWeb constellation will be launched into orbit by the new Maia rocket. MaiaSpace previously signed two contracts: one with Exotrail for the launch of an orbital transfer, and the other for two satellites for the Toutatis mission, a defense system developed by U-Space.

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Offering deceased donor transplants out of sequence when there is a chance the organ will (otherwise) be unutilized (Ashlagi and Roth in AJOB)

 Itai Ashlagi and I weigh in on recent controversy about "out of sequence" offers of organs for transplant, with some ideas about how the current system might be redesigned and maintained so as to reduce organ discards while maintaining transparency about how and to whom organs are offered.

 Itai Ashlagi and Alvin E. Roth (2026). Out of Sequence Offers: Towards Efficient, Equitable Organ Allocation. The American Journal of Bioethics, 26(1), 5–8. https://doi.org/10.1080/15265161.2026.2594937  

"Organs for transplant are very scarce compared to the need, and so the allocation of organs from deceased donors raises questions about both efficiency and fairness. Because offers of organs take time to consider, and because the viability of organs from deceased donors decreases over time, efficiency sometimes requires increasing the chance of reaching a patient who will accept the organ while it remains viable. So fairness and efficiency, concerning who gets to consider the next offer, and the probability that the organ on offer will be accepted in time for it to be transplanted, may sometimes be in conflict, or at least appear to be. And even the appearance of unfairness may undercut trust in the system of organ donation and transplantation. 

"This conflict between fairness and efficiency has resulted in controversy about offers made “out of sequence” (Covered in a lead article in the NYT article (Times 2025)) 

...

"Collecting data is essential for both efficiency and transparency. It is unfair to future patients not to have transparent allocation systems that can be studied with precision (with causal inference from experimentation), so that it can be improved over time. It is also unfair to future patients who will join increasingly congested waiting lists as a result of the failure to utilize a large number of transplantable organs.

Public data about transplant centers’ performance and patients’ waiting times would further allow patients to choose, based on their own preferences, a transplant center that fits their need. 

...

"Policies to expedite the placement of marginal quality organs that can be tested over time and studied with experiments include when to determine an organ is hard-to-place and when and how to adapt the priority list.

"In summary, it is sometimes desirable to expedite an organ that risks being unused, by offering it to a patient or transplant center that is likely to accept it if the offer is received in a timely way. But it is important to make sure that this flexibility does not promote unfairness to patients or transplant centers. Increasing the transparency and efficiency of the system for expediting organs can address both these issues."

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The same issue of the journal contains a number of articles discussing organ allocation out of sequence  

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Earlier:

Friday, May 23, 2025  Deceased organ allocation: deciding early when to move fast

The shape of time

In the 19th century, the linear idea of time became dominant – with profound implications for how we experience the world

- by Emily Thomas

Read on Aeon

Why are groceries so expensive in NYC?

The lowest-hanging fruit is to simply legalize selling groceries in more of the city. The most egregious planning barrier is that grocery stores over 10,000 square feet are not generally allowed as-of-right in so-called “M” districts, which are the easiest places to find sites large enough to accommodate the large stores that national grocers are used to. Many of these districts are mapped in places that are not what people have in mind when they think “industrial” — mixed-use neighborhoods with lots of housing like stretches of Williamsburg’s Bedford Avenue and almost all of Gowanus, even post-rezoning, are in fact mapped as industrial districts.

To open a full-sized grocery store in these areas, a developer must seek a “special permit,” which requires the full City Council to get together and vote for an exception to the rules. This is a long, uncertain process, and has in the past even been an invitation to corruption.

Most famously, the City Council uses this power to keep out Walmart at the behest of unions and community groups. Thwarted in its plans to open a store in East New York — a low-income Brooklyn neighborhood that could desperately use more grocery options — the nation’s largest grocer instead serves New Yorkers with a store just beyond the Queens/Nassau line in Valley Stream, rumored to be the busiest Walmart in the country. New Yorkers with a car and the willingness to schlep beyond city limits — or pay the Instacart premium — get access to cheaper groceries; the rest get locked out.

When politicians are willing to approve a grocery store, the price can be high.

That is by Stephen Smith, via Josh Barro.

The post Why are groceries so expensive in NYC? appeared first on Marginal REVOLUTION.

       

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Michelle Tandler on NYC rent control

This is what I’m seeing: + 2.4 million rent-controlled apartments in a city with a massive housing shortage and 1.4% vacancy rate.

+ A huge % of these tenants are wealthy, white boomers using the units as pieds-a-terres while they spend their weekends and summers elsewhere.

+ Meanwhile, the government is using rent control to purposely drive down the value of multifamily housing, so that it can be purchased in a fire sale by the government.

+ The small-time landlords with big rent rolls of “stabilized” units are going under. Their portfolios end up in the arms of PE and foreign money (how are Progressives okay with this?) The banks will get hit by this too.

+ Because there is such a reduction in supply (~40% of units are price-controlled), leftover supply is ~33% more expensive + Because NYC gov is not friendly towards landlords, there is a lack of development –> even less supply

+ Rich and homeowners overwhelmingly support these laws b/c it drives up the value of their condos & co-ops (less supply –> higher prices for condos)

+ Big PE companies like these policies b/c they can buy buildings in fire sales and wait for rent control reform (5-10 years out)

+ Meanwhile – ~2.4 million units are rotting and won’t be brought up to code as tenants leave b/c the numbers don’t pencil –> 50k “ghost apartments” padlocked off market now, maybe 100k soon

+ Gen Z and the working class continue to vote for these policies, hoping they will be among the lucky few to win the lottery ticket of a rent-controlled apartment

+ Meanwhile, boomers hang onto their units and pass them to their children, family members, etc. –> NYC’s housing stock is rotting slowly, going offline, and becoming more expensive

Here is the link.  Thoughts to ponder, whether or not you believe in all of those steps.  Here is some Maryland data, not sophisticated econometrics.

The post Michelle Tandler on NYC rent control appeared first on Marginal REVOLUTION.

       

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Politics Chat, January 15, 2026

Blooming Seas Around the Chatham Islands

A phytoplankton bloom in the southern Pacific Ocean appears as an oval-shaped area of green and chalky blue water surrounding a group of small islands.
January 10, 2026

At about 800 kilometers (500 miles) east of New Zealand’s South Island, the sparsely populated Chatham Islands are rugged, remote, and often inconspicuous. In January 2026, however, a ring of bright green and blue swirls in the ocean put a natural spotlight on the far-flung specks of land.

A bloom of phytoplankton—tiny photosynthetic organisms that become visible to satellites when their numbers explode—encircled the Chatham Islands in austral summer. Surface currents and eddies carried the floating organisms into intricate wisps and swirls. The VIIRS (Visible Infrared Imaging Radiometer Suite) on the NOAA-20 satellite captured this image of the display on January 10, 2026.

The Chatham Islands sit on the Chatham Rise, an underwater plateau that extends eastward from the South Island of New Zealand. The top of the rise is relatively shallow and separates areas of deeper water to the north and south. These seafloor contours make blooms common along the Chatham Rise, where cold, nutrient-rich currents from the Antarctic and warm, nutrient-poor water from the subtropics converge. The well-mixed water, coupled with long daylight hours, can boost phytoplankton populations.

With phytoplankton at the base of the food web, the waters around the Chatham Islands support productive fisheries, with valuable species such as pāua, rock lobster, and blue cod. The region is also home to an array of marine mammals, including five seal species and 25 whale and dolphin species. Amid this abundance, however, the islands are a hotspot for whale and dolphin strandings, in which hundreds of animals are sometimes beached.

NASA Earth Observatory image by Lauren Dauphin, using VIIRS data from NASA EOSDIS LANCE, GIBS/Worldview, and the Joint Polar Satellite System (JPSS). Story by Lindsey Doermann.

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