Life invisible

A solitary person photographing a mountain lake under a blue sky with scattered clouds in a rocky desert landscape.

In the Atacama Desert, scientists race to find novel cures for antibiotic-resistant infections, as mining interests encroach

- by Aeon Video

Watch on Aeon

No nature without fear

Black and white photo of a man with a bow and arrows sitting on a rocky outcrop overlooking a vast landscape.

Aldo Leopold saw this in the eyes of a dying wolf: when we no longer fear nature, we are on the road to its destruction

- by Shawn Simpson

Read on Aeon

Gracey Van Der Mark's sign is way too big

So I was driving home last night, when I pulled off the La Paz exit and was greeted by the above monstrosity.

It’s a sign.

A big sign.

A HUGE sign.

A REALLY HUGE sign.

An (cough) unambiguously illegal sign.

The candidate, Gracey Van Der Mark, is a QAnon sympathizer and right-wing conspiracy theorist who fought to ban books on the Huntington Beach City Council and was all in on the MAGA library plaque. When I say she’s an unstable nut, I’m not exaggerating. To put it in the clearest terms: She’s a pro-ICE raids Latina. [In other words, support Chris Kluwe—a good dude with a normal head]

She’s also working her ass off to have voters forget she’s three pennies short of a dime, and wants everyone to see her as a pet-loving, sunshine-embracing populist.

Hence, the sign.

Which, again, is illegal.

Why?

Multiple reasons.

First, in the city of Laguna Hills, there is a (fairly standard) Public Right-of-Ways law. Meaning, signs may not be placed in public rights-of-way (like medians or sidewalks) if they obstruct traffic visibility or create a safety hazard. Which this 100 percent does.

Second, the sign is gimantic. I measured it, and it’s 34-square feet—far too beefy for signs along highways or in larger commercial areas.

Third, signs must be placed in a way that does not block the "sight visibility triangle" at street intersections. This one does exactly that.

Worst of all, again, Gracey sucks. Like, sucks in profound ways.

So, thanks to Chat GPT, I’ve fixed the sign …

No charge, girl.

No charge.

April 22, 2026

Virginia voters yesterday agreed to a constitutional amendment that would temporarily redistrict the state if any other state redistricted for partisan reasons: that is, in retaliation for the partisan redistricting President Donald J. Trump launched in Texas in 2025 in an effort to retain control of the House of Representatives.

As Matt Cohen of Democracy Docket noted, Trump supporters immediately insisted the voting was rigged, probably through mail-in ballots. Trump himself took to social media to attack the election, repeating charges of rigging and then adding: “In addition to everything else, the language on the Referendum was purposefully unintelligible and deceptive. As everyone knows, I am an extraordinarily brilliant person, and even I had no idea what the hell they were talking about in the Referendum, and neither do they! Let’s see if the Courts will fix this travesty of ‘Justice.’”

In fact, Trump himself began this mid-decade partisan gerrymander race with his pressure on Texas to rejigger its maps to give Republicans more House seats. That prompted California to retaliate with its own temporary redistricting to offset the new Texas Republican-leaning seats. Other states followed suit. Republicans redistricted Missouri, North Carolina, and Ohio, in addition to Texas, and expect those mid-decade redistricts will net them nine more seats. Democrats think their redistricting of California, along with a court-ordered redistricting of Utah, will get them an additional six seats. They are hoping that the temporary redistricting of Virginia will give them four more seats.

State lawmakers in Florida will convene a special session next week to consider redistricting that state, as well, to benefit the Republicans.

Journalist Brian Tyler Cohen noted that the Republicans have full control of the federal government and could pass a law to ban partisan gerrymandering any time they want to, as Democrats have called for, but they refuse. “Republicans aren’t mad gerrymandering exists,” Cohen notes; “they’re mad that they’re not the only ones using it.”

The Republican National Committee, now controlled by Trump, immediately sued over the Virginia election, and a Virginia judge ruled that both the constitutional amendment and the referendum voters approved were invalid. He said that “any and all votes for or against the proposed constitutional amendment in the April 21, 2026 special election are ineffective,” and prevented officials from certifying the results.

But, as Yunior Rivas of Democracy Docket wrote, Virginia attorney general Jay Jones is challenging the decision, saying: “Virginia voters have spoken, and an activist judge should not have the power over the People’s vote. We look forward to defending the outcome of last night’s election in court.”

Complaints about the Democratic push for a partisan gerrymander in Virginia have exposed a tendency to excuse Republican machinations to control politics while jumping on Democrats for similar behavior.

In August 2025, when Texas Republicans began this fight by redistricting their state after a brutal contest that drove Democratic legislators to leave the state and take refuge in Illinois and Massachusetts to deny Republicans enough legislators to pass a redistricting law, the Washington Post Editorial Board wrote: “What’s happening in the Lone Star State is not a threat to democracy.” “Even if Texas’s move triggers an arms race, the trend will not put American democracy on life support,” it said, dismissing the concerns of those fighting the Republicans’ attempt to game the 2026 elections.

But with last night’s Democratic partisan gerrymander—one that, unlike the Texas gerrymander, went before the people for a vote—the Editorial Board changed its tune. It called this redistricting plan “a power grab by Democrats.” “They’re right that the [Republicans] started this fight by trying to pick up five House seats in Texas through gerrymandering, but they can spare us the false sanctimony about democratic norms going forward,” board members wrote.

Their argument appears to be that the Democrats stand a good chance of winning the midterms even if the Republicans have gamed the system, so the Democrats should not push back. “The news will embolden Republicans in Florida to forge ahead with their own gerrymandering…, continuing the race to the bottom,” they write, seeming to excuse the behavior of Republicans by blaming Democrats for it.

This pattern—expecting Republicans to behave wildly and cheat to grab power while expecting Democrats to behave according to the rules of normal times—has been going on now for years, and it is a dynamic that reflects the political patterns of the years before the Civil War. Then, Americans expected southern Democrats to bully and bluster and rig the system while northerners tried to jolly them into honoring the laws.

In the 1850s, southerners championed their region as the one that had correctly developed the society envisioned by the Founders. In the South a few very wealthy men controlled government and society, enslaving their neighbors. This system, its apologists asserted, was the highest form of human civilization. They opposed any attempt to restrict its spread. The South was superior to the North, enslavers insisted; it alone was patriotic, honored the Constitution, and understood economic growth. In the interests of union, northerners repeatedly ceded ground to enslavers and left their claim to superiority unchallenged.

Then, on May 22, 1856, Representative Preston Brooks of South Carolina beat Senator Charles Sumner of Massachusetts nearly to death on the Senate floor shortly after a speech in which Sumner had called out those who were forcing enslavement on Kansas and insulted a relative of Brooks. Southern lawmakers and newspapermen alike cheered the violence against an elected representative in the Capitol. Lawmakers refused to expel Brooks, and one newspaper editor wrote: “We trust other gentlemen will follow the example of Mr. Brooks…. If need be, let us have a caning or cowhiding every day.”

But the attack on Sumner was a bridge too far for his colleague, Massachusetts representative Anson Burlingame. On June 21, he stood up in Congress to call out as inferior Brooks and the system of enslavement he defended. Burlingame was sick and tired of buying peace by letting southerners abuse the North. Enough, he said, was enough.

Enslavement was not a superior system, he said; it had dragged the nation backward. Slavery kept workers ignorant and godless while the northern system of freedom lifted workers up with schools and churches. Slavery feared innovation; freedom encouraged workers to try new ideas. Slavery kept the South mired in the past; freedom welcomed the modern world and pushed Americans into a new, thriving economy. And finally, when Sumner had spoken up against the tyranny of slavery, a southerner had clubbed him almost to death on the floor of the Senate.

Was ignorance, economic stagnation, and violence the true American system? For his part, Burlingame preferred to throw his lot with the North, which he said was superior to the South in its morality, education, economy, loyalty to the government, and fidelity to the Constitution. Northerners were willing to defend their system, he said, with guns if necessary.

Burlingame’s “Defense of Massachusetts” speech marked the first time a prominent northerner had offered to fight to defend the northern way of life. Previously, southerners had been the ones threatening war and demanding concessions from the North to preserve the peace. Burlingame explained that he was willing to accept a battle because what was at stake was the future of the nation.

Forgotten now, Burlingame’s speech was once widely considered one of the most important speeches in American history. It marked the moment when northerners shocked southern leaders by calling them out for trying to destroy democracy. Northerners rallied to Burlingame’s call, and to the new Republican Party he was helping to build, because he had shown it would stand up for their rights.

Representative Alexandria Ocasio-Cortez (D-NY) echoed Burlingame today when a reporter asked what she thought of complaints about the Virginia vote. “Oh, wah, wah, wah,” she laughed. “Listen. Democrats have attempted and asked Republicans for 10 years to ban partisan gerrymandering. And for 10 years, Republicans have said no. Republicans have fought for partisan gerrymanders across the United States of America, and these are the rules that they have set….

“What they’re just mad at is that they have been accustomed to a Democratic Party that rolls over, doesn’t fight, and takes everything sitting down. And what they’re mad at right now is that we are here in a new day. And we have been asking the Democratic Party to stand up and fight, and now they did, and now the Republican Party doesn’t like the fact that they are fighting against someone who actually will stand up for the American people.

“So if Republicans decide that they would like to revisit a ban on…partisan gerrymandering, I welcome them. We have the bill right here to end this all today. But they don’t want to because they like pursuing and continuing to enact an unfair electoral landscape. And so we have an obligation to defend ourselves.”

Notes:

https://ballotpedia.org/Virginia_Use_of_Legislative_Congressional_Redistricting_Map_Amendment_(April_2026)

https://www.democracydocket.com/news-alerts/election-deniers-are-already-claiming-virginias-redistricting-vote-was-rigged/

https://thehill.com/homenews/state-watch/5834173-florida-redistricting-session-delay/

https://thehill.com/homenews/campaign/5842969-desantis-florida-republican-redistricting-risk/

https://www.democracydocket.com/wp-content/uploads/2026/02/2026-04-22-Final-judgment.pdf

https://www.democracydocket.com/news-alerts/voters-approve-virginia-redistricting-referendum-moving-battle-to-court/

https://apnews.com/article/virginia-redistricting-election-congress-trump-78e0e68100119011b1b439634f6b6fa1

https://www.democracydocket.com/news-alerts/virginia-court-blocks-voter-approved-redistricting-appeal-coming/

https://www.cnn.com/2025/08/03/politics/texas-democrats-redistricting

https://www.washingtonpost.com/opinions/2025/08/20/texas-gerrymander-redistricting-midterms-backfire/

https://www.washingtonpost.com/opinions/2026/04/22/virginia-gerrymandering-referendum-passes-it-will-take-toll/

https://www.pbs.org/newshour/politics/a-state-by-state-look-at-the-narrowing-redistricting-battle-for-the-u-s-house

https://www.battlefields.org/learn/articles/caning-charles-sumner

https://archive.org/details/defenceofmassach00burl/page/n7/mode/2up

Bluesky:

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A New Low

There Are Corrections, and There Are Corrections

The New York Times (gift link):

A correction was made on April 21, 2026: Because of an editing error, an earlier version of this article misstated which day the New York Mets suffered their 11th straight loss. It was on Sunday, not Monday. Even the Mets cannot lose on an off day.

This is to New York Times corrections what “Headless Body in Topless Bar” was to New York Post headlines — perfection.

 ★ 

Ben Thompson on Tim Cook’s Legacy

Ben Thompson at Stratechery, “Tim Cook’s Impeccable Timing”:

Cook was, without question, an operational genius. Moreover, this was clearly the case even before he scaled the iPhone to unimaginable scale. When Cook joined Apple in 1998 the company’s operations — centered on Apple’s own factories and warehouses — were a massive drag on the company; Cook methodically shut them down and shifted Apple’s manufacturing base to China, creating a just-in-time supply chain that year-after-year coordinated a worldwide network of suppliers to deliver Apple’s ever-expanding product line to customers’ doorsteps and a fleet of beautiful and brand-expanding stores. There was not, under Cook’s leadership, a single significant product issue or recall.

That last sentence is something that Cook won’t get enough credit for. A major product defect or recall is just inherently more memorable than the lack of major defects or recalls. Compare and contrast to Samsung: 2016’s Note 7 was recalled for battery combustion; six other Samsung models caught fire in 2016 too; the early Galaxy Fold phones were an outright debacle. Nothing like that ever happened under Cook.

Cook also oversaw the introduction of major new products, most notably AirPods and Apple Watch; the “Wearables, Home, and Accessories” category delivered $35.4 billion in revenue last year, which would rank 128 on the Fortune 500. Still, both products are derivative of the iPhone; Cook’s signature 0 to 1 product, the Apple Vision Pro, is more of a 0.5.

I don’t think it’s worth discounting AirPods or Apple Watch as “derivative” of the iPhone. Yes, Apple Watch requires a paired iPhone, and while AirPods connect with Macs, iPads, and Apple TVs, they are of course primarily used paired with iPhones. But you can just as easily say that the iPhone was derivative of the iPod. And the iPod was derivative of iTunes. And iTunes was derivative of the Mac. And the iPhone was derivative of the Mac too, insofar as iOS and UIKit truly are stripped-down versions of MacOS and AppKit. Better, in my opinion, to simply give Tim Cook credit for overseeing the creation of two massively popular and successful new device platforms.

For Apple’s 2011 fiscal year, which covers the company’s last year under Steve Jobs, the company had $108 billion in total revenue. Inflation-adjusted that’s ~$159 billion in 2026 dollars. 2011 Mac revenue was $22 billion ($32 billion inflation-adjusted) and iPad revenue was $20 billion ($29 billion inflation-adjusted). iPhone revenue was $47 billion ($69 billion inflation-adjusted). So compared to where revenue was when Cook took the helm, the mostly-all-new-under-Cook Wearables category today is bigger than the Mac or iPad were under Jobs, and a very credible half the size of the iPhone.

Cook’s more momentous contribution to Apple’s top line was the elevation of Services. [...]

Last year Apple Services generated 26% of Apple’s revenue and 41% of the company’s profit; more importantly, Services continues to grow year-over-year, even as iPhone growth has slowed from the go-go years.

There was a legitimate widespread concern in the early years of the Cook era that the downside of the iPhone’s unprecedented success was that Apple’s financials were dangerously reliant on that single product. Even today the iPhone generates between 50–60 percent of Apple’s revenue each quarter, but it is quite obviously the growth of Services and Wearables that makes Apple’s overall revenue by product line look as balanced as it does. From Jason Snell’s report on Apple’s most recent quarter (the best in Apple’s entire history):

Apple Q2 2026 revenue percentage by product line.

There’s a totally reasonable concern that the growth of Services will pervert Apple’s priorities away from hardware products. I think that’s why naming John Ternus, the head of hardware, as the new CEO is an important statement in and of itself regarding where Tim Cook sees Apple’s North Star: hardware products.

I believe that Cook’s focus on Services over the last decade was in no way about shifting the focus of the company away from its roots. Nor was it about growth for the sake of growth. I think it was about bringing balance to the balance sheet, to protect the company’s core mission of creating devices.

 ★ 

Is each American generation doing better?

We construct a posttax, posttransfer income measure from 1963 to 2023 based on the Current Population Survey Annual Social and Economic Supplement that allows us to consistently compare the economic well-being of five generations of Americans at ages 36–40. We find that Millennials had a real median household income that was 20% higher than that of the previous generation, a slowdown from the growth rate of the Silent Generation (36%) and Baby Boomers (26%), but similar to that of Generation X (16%). The slowdown for younger generations largely resulted from stalled growth in work hours among women. Progress for Millennials younger than 30 has also remained robust, though largely due to greater reliance on their parents. Additionally, lifetime income gains for younger generations far outweigh their higher educational costs.

That is from Kevin Corrinth and Jeff Larrimore in Demography.  Via the excellent Kevin Lewis.

The post Is each American generation doing better? appeared first on Marginal REVOLUTION.

       

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Qwen3.6-27B: Flagship-Level Coding in a 27B Dense Model

Qwen3.6-27B: Flagship-Level Coding in a 27B Dense Model

Big claims from Qwen about their latest open weight model:

Qwen3.6-27B delivers flagship-level agentic coding performance, surpassing the previous-generation open-source flagship Qwen3.5-397B-A17B (397B total / 17B active MoE) across all major coding benchmarks.

On Hugging Face Qwen3.5-397B-A17B is 807GB, this new Qwen3.6-27B is 55.6GB.

I tried it out with the 16.8GB Unsloth Qwen3.6-27B-GGUF:Q4_K_M quantized version and llama-server using this recipe by benob on Hacker News, after first installing llama-server using brew install llama.cpp:

llama-server \
    -hf unsloth/Qwen3.6-27B-GGUF:Q4_K_M \
    --no-mmproj \
    --fit on \
    -np 1 \
    -c 65536 \
    --cache-ram 4096 -ctxcp 2 \
    --jinja \
    --temp 0.6 \
    --top-p 0.95 \
    --top-k 20 \
    --min-p 0.0 \
    --presence-penalty 0.0 \
    --repeat-penalty 1.0 \
    --reasoning on \
    --chat-template-kwargs '{"preserve_thinking": true}'

On first run that saved the ~17GB model to ~/.cache/huggingface/hub/models--unsloth--Qwen3.6-27B-GGUF.

Here's the transcript for "Generate an SVG of a pelican riding a bicycle". This is an outstanding result for a 16.8GB local model:

Bicycle has spokes, a chain and a correctly shaped frame. Handlebars are a bit detached. Pelican has wing on the handlebars, weirdly bent legs that touch the pedals and a good bill. Background details are pleasant - semi-transparent clouds, birds, grass, sun.

Performance numbers reported by llama-server:

  • Reading: 20 tokens, 0.4s, 54.32 tokens/s
  • Generation: 4,444 tokens, 2min 53s, 25.57 tokens/s

For good measure, here's Generate an SVG of a NORTH VIRGINIA OPOSSUM ON AN E-SCOOTER (run previously with GLM-5.1):

Digital illustration in a neon Tron-inspired style of a grey cat-like creature wearing cyan visor goggles riding a glowing cyan futuristic motorcycle through a dark cityscape at night, with its long tail trailing behind, silhouetted buildings with yellow-lit windows in the background, and a glowing magenta moon on the right.

That one took 6,575 tokens, 4min 25s, 24.74 t/s.

Via Hacker News

Tags: ai, generative-ai, local-llms, llms, qwen, pelican-riding-a-bicycle, llama-cpp, llm-release, ai-in-china

Kevin Warsh is Trump's Sock Puppet

Some quick thoughts about yesterday’s hearing.

Transcript

Kevin Warsh, the next chairman of the Federal Reserve, is Donald Trump’s sock puppet. But we knew that. The question during yesterday’s confirmation hearing was whether he was sufficiently brave, sufficiently good at acting to pretend that he was more than that. And the answer is no.

Hi, Paul Krugman here with a Wednesday update. I didn’t watch or write about the Warsh hearing because it seemed there wasn’t really that much at stake. He’s going to be confirmed pretty much regardless and there’s a whole lot else going on in the world. But I thought I should weigh in a bit on what we actually learned from the hearing.

Now about Warsh, he is smart. He is very good at saying things that sound thoughtful and impressive, but he is also, and it’s really very clear, a partisan hack. He’s for tight money when a Democrat is in the White House and for easy money when there’s a Republican. He has managed to claim that he was part of the great economic rescue that took place after the global financial crisis. But at the time, although he was on the Federal Reserve Board, he basically trashed his colleagues for trying to do their job.

And he has made a lot of criticisms over the years, but they’re always very selective.

Often when he makes a statement, you wonder, what exactly did he say? Because there tends to be lots of complex verbiage that sounds sophisticated, but when you try and distill it down to what it was all about, it’s very hard to figure out, except that, again, it’s always tight money if there’s a Democrat in the White House, easy money if there’s a Republican.

Recently, Employ America, which is a group that I follow, wrote about Warsh. They aren’t very partisan. They do mostly inflation analyses and inflation nowcasting, trying to predict what the next number will be. But they had a scathing survey of his positions over the years, which says that he is a partisan who has chosen to align conveniently with the current president, that he is someone who abandons his principles “for whatever might suit his personal and partisan interests.” That’s not very nice, but it seems to be quite accurate.

So there was a hearing, and everybody knows pretty much who he is.There are people, sort of centrist Democrats, who claim to find some virtues in him. But I think that’s all positioning. I think everybody understands what we’re getting with Warsh. The question in the hearing was, could he put on an act? Because he is usually a pretty slick customer. He’s not someone who simply rants and raves and spouts MAGA propaganda.

And he was asked a a question which isn’t about monetary policy, but is very much exactly a kind of litmus test for, not really for who he is, but what he’s willing to say, at least in the interest of appearing to be not a complete sock puppet. He was asked who won the 2020 election. which is not a question that is remotely in doubt. This is not something about which reasonable people can disagree. There is nothing to the claims of a rigged election except the fact that Donald Trump can’t admit that he lost that election.

And Warsh evaded. He said, well, this body certified that election, which is not the question. The question is basically, are you willing to challenge Trump on a completely obvious grotesque lie? And it would have been in Warsh’s interest, you would think, to say, well, no, I believe that Joe Biden won that election. But to do that would be to show some independence, even not in action, but some independence, at least rhetorically, from Donald Trump. And he wouldn’t do that.

He was also asked about the spurious prosecution of Lisa Cook, asked about the spurious charges being brought about Jay Powell and refused to take a stand in support of people who will be his colleagues once he gets to the Fed.

So what we got was not a test of how he will behave, not a test really of his policy views. I mean, there were no interesting policy arguments going on here. There are some discussions we could have about shrinking the Fed’s balance sheet and all of these things, where I do think that Warsh’s expressed views are quite wrong. But that’s kind of not what was on trial here.

What was on trial was, can he at least pretend to be not a total hack? And the answer is no. He’s afraid to even show a little bit of verbal independence without substance when it comes to Donald Trump, which is bad.

It should be utterly disqualifying for the position because being the Fed chair is important. It requires a lot of independent judgment and requires a lot of credibility because the Fed is mostly needed in moments of crisis. And in those moments of crisis, people need to believe, markets need to believe, but the general public needs to believe that we’re talking about people who are serious experts and seriously have the interests of the nation at stake rather than their partisan political views.

He failed that test with flying colors. And he will be confirmed anyway.

Bad Vibes and Broken Promises

Cut in half, you say?

Americans hate, I mean really hate, the Trump II economy. A new Reuters/Ipsos poll puts Donald Trump’s net approval on the economy at -33 points, significantly worse than Joe Biden’s nadir in the aftermath of the 2021-22 supply-chain-driven inflation spike. A Verasight poll reported by G. Elliott Morris puts Trump’s net approval on prices and inflation at -46 points, which is just astonishingly bad. The venerable University of Michigan index of consumer sentiment has hit a record low. And the widely cited Conference Board index is well below its 2022-23 levels.

Yet standard measures of the economic situation don’t look that bad. Inflation is running at around 3 percent – above the Fed’s target rate of 2 percent, but relatively low by historical standards. Unemployment is a bit above 4 percent, also relatively low. These are, if anything, good numbers in historical perspective. So why are Americans so angry?

In a post last week I began a discussion of this phenomenon and pointed to new analyses by Jared Bernstein, a serious macroeconomics guru, and G. Elliott Morris, who is my go-to guy on polling. Both argue, with extensive statistical backing, that Americans are upset about the level of prices. That is, they’re not satisfied with inflation that’s down to 2 or 3 percent. Having been accustomed over the past several decades to low inflation, Americans want to see prices fall to the levels they were at before the supply chain shock. And because that isn’t happening (and basically can’t happen, but the public doesn’t know that), Americans are angry.

I have considerable sympathy for Berstein and Morris’s view and great respect for their economic and statistical work. And I believe they offer a plausible explanation for why Americans were angry with the Biden administration. Yet I believe that the price-level story is inadequate to explain the much higher levels of anger and pessimism that are present now under Trump II. To make sense of where we are, I’d argue, we need to take account of people’s anger over not just the price level but also what they perceive as Trump’s broken promises.

Let me explain why.

There are, as I noted last week, two big empirical problems with the story that Americans just want their old prices back.

First is the sharp decline in consumer sentiment under Trump II, and his catastrophic polling on economic issues. This decline is hard to understand as a reaction to the fact that consumer prices haven’t fallen back to where they were in 2020. Indeed, if nostalgia for past prices was the whole story, we would expect consumer sentiment to gradually improve as the “good old days” of low prices recede further into memory. But we don’t see that happening. In fact, Americans are getting angrier and more depressed about the economy over time.

So what explains the public’s anger? My hypothesis is that it has a lot to do with the fabulist promises Trump made during the 2024 campaign, when he asserted that grocery prices would come down “on Day One” and that he would cut energy prices in half.

Did people actually believe those promises? Yes, many did – Trump voters in particular. Expected inflation among self-identified Republicans dropped sharply to zero after Trump won the election:

Source

Notably, expected inflation among self-identified Democrats went up substantially after Trump’s victory, which was closer to accurate.

It wasn’t just partisan affiliation. Expectations of inflation plunged after the election among voters without higher education, which suggests that many low-education voters believed Trump’s promise to reduce prices, as shown by the blue line below:

As you can also see, these voters’ expectations of inflation soared a few months into Trump’s term.

Morris has shown that low-information voters — defined as voters who don’t know which party controls Congress, but that is surely closely correlated with low education levels — pushed Trump over the top in 2024, but have turned hard against him since then. This is consistent with the view that a significant number of Americans believed Trump’s impossible promises about the economic miracles he would conjure into being, but now realize that they were lied to. And, in my view, this explains why Americans are so intensely angry and pessimistic about the economy now — significantly more so than under Biden.

It also doesn’t help that Trump can’t bring himself to admit that inflation was fairly low before he took office — he’s claiming that it was running at 5 percent and he brought it way down.

True, under Biden sentiment was also remarkably bad, although not as bad as it is now. Many economists, myself included, have argued, like Bernstein and Morris, that Americans were angry about the higher level of prices even after the rate of inflation came down. But as I noted last week, prices rose by almost exactly the same amount under Biden and during Ronald Reagan’s first term:

A graph with a line going up

AI-generated content may be incorrect.

Why, then, was Reagan able to triumphantly proclaim Morning in America while Biden was vilified? A large part of the answer, surely, is that Reagan took office after years of high inflation — inflation that the public expected to continue, while Biden took office after years of low inflation:

So higher prices under Reagan didn’t come as a surprise. In fact, prices rose less than most Americans expected before he took office. The rise in prices on Biden’s watch, by contrast, came as a shock after decades of low inflation. Thus I think that, adjusting for expectations, Bernstein and Morris’s arguments are a good fit for explaining the Biden years.

Let me hasten to say that there isn’t any moral equivalence between Biden and Trump. Biden and his team did not deliberately mislead American voters. They genuinely didn’t expect the 2021-2022 bout of high inflation, caused by snarled supply chains and Russia’s invasion of Ukraine. When Biden promised a “summer of joy” thanks to the new Covid vaccines, he and his staff truly believed that would happen. Contrast this with Trump’s promises of lower prices, which were cynical, dishonest bombast when he was down in the polls against Harris. He never had any plan, or even a concept of a plan, to bring prices down.

Many Americans were angered by what they perceived to be economic incompetence on the part of Biden. That is, they believed that he should have found a way to stop inflation from rising.

But Trump actively misled Americans in order to win the 2024 election. And to add insult to injury, a majority of Americans now believe that the economy under Biden was better than the current economy.

Thus I believe that what we are witnessing now is heightened rage about a president who lied to win office, and who, once in office, made the economy worse than it was.

And it’s reasonable to believe that Americans will only become angrier as Trump’s lies on other fronts, and the damage that they have done, become more and more apparent.

MUSICAL CODA

I feel BAD

A painter's painter

[Roughly half of my posts (including this one) are entirely free. If you wish to have full access to all posts, be aware that the subscription fee rises from $30/year to $40/year at the end of April.]

I am occasionally asked for a recommendation of what book to read to learn about art. My art education began by reading Malraux’s The Voices of Silence, and I also took a few art history courses. But the single best place to learn about the art of painting is by visiting the world’s best art museum, which is located in Madrid. I visited the Prado in the 1980s, the 1990s, the 2000s, and again last fall—probably for the last time. In this post I’ll try to explain what makes the Prado so special.

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It’s not easy to explain the essence of any art form in words, whether it be painting, music or poetry. I’ve been working on this post for 6 months but cannot find a way to express in words what I see with my eyes. Therefore, I’ll mostly try to point you in the right direction and also use some film analogies that might make things easier to see.

Anyone with a PhD can be called a “doctor”, but (at least in America) the term ‘doctor’ is generally reserved for physicians and unusually vain people. Similarly, while Mozart, Dante and Flaubert are all “artists”, they are generally referred to as a composer, poet and novelist. In common everyday use the term ‘artist’ implies a painter or sculptor. An art museum is a museum of the visual arts.

Back in the 1970s, I took an intro course in art history at the University of Wisconsin. The course mostly ignored sculpture and architecture. It ignored the art of Africa, the Middle East, India, China and Japan. There was almost no coverage of women artists. This post will be even more reactionary. I plan to mostly ignore modern art, as well as genres such as fresco, watercolor, drawing, prints, photography, etc. I’ll focus on pre-modern oil paintings by European men, which was also the major focus on my art history course. Sounds like a bunch of boring old masters? Not for me.

In my view, the Prado has the most impressive collection of oil paintings to be found anywhere in the world. If it were destroyed by an asteroid, the loss would be greater than for any other museum on Earth—including even larger art museums in places like Paris and New York. This is mostly because it has by far the most important collections of some of the key figures in the development of oil painting, including masters of the Venetian Renaissance (Titian), the Mannerist period (El Greco), the early Baroque (Rubens), the later Baroque (Velázquez), and the Rococo/Neoclassical/Romantic periods (Goya).

Of course, there are many different types of art. Even within the art of painting, there are many different approaches. Some painters (such as Picasso) excel at drawing. Some excel at painting light (Vermeer.) Some excel at color (Matisse.) Some excel at brushwork.

Some of the greatest Renaissance paintings were done on fresco, including The Last Supper and The Creation of Adam. These paintings are known for their composition, not the quality of the brushstrokes. But during the 1500s, artists mostly switched from fresco to oil painting, which allows for far more subtle and complex effects, while slightly downgrading the importance of skill at drawing.

Between 1500 and 1660, a line of painters from Titian to Rubens to Velasquez perfected the art of oil painting from a technical perspective. Two other Spanish painters (El Greco and (later) Goya), produced some of art’s most startling images. The best collections of these five artists are in the Prado. In the case of Velázquez and Goya, it is almost impossible to fully appreciate their greatness without visiting Madrid.

You can view the history of art as a series of projects. Think of Japanese woodblock prints, Chinese ink landscapes, Persian miniatures, African tribal masks, Greek and Roman sculptures. I view the evolution of European oil painting from 1500 to 1660 as the most important project in the history of the visual arts, the project that produced the greatest works. And the best place to see that project is in the Prado.

Reproductions of all the great paintings are now widely available online. But in many cases the images are only a pale imitation of the original. Sort of like hearing a Wagner opera on a tiny transistor radio. Here’s a Wikipedia image of a relatively minor Prado painting by Titian, entitled Religion, Saved by Spain:

(BTW, try not to read this post on your phone, it works better on a larger screen.)

The Wikipedia doesn’t really do justice to the glorious color in Titian’s original. The Prado’s own website has a far superior reproduction, and users can zoom in on specific parts of the image:

Notice the subtle use of color that gets washed out in the Wikipedia image.

I certainly do not wish to argue that this relatively little-known Titian is a “better” painting than The Last Supper or The Creation of Adam in any overall sense. But it is far better at the specific thing that oil painting does best. To explain why, let’s take a brief digression into the art of filmmaking, an area where many readers may have more familiarity.

In a recent post I mentioned that Alfred Hitchcock came in number one in a ranking of the world’s greatest movie directors. But why is that? I imagine that lots of verbally oriented intellectuals might prefer the work of directors such as Bergman (#3), Scorsese (#6) or Kurosawa (#12), whose films seem to have greater psychological depth. Hitchcock’s reputation does not come from his screenplays, the performances of his actors, or even the excellent soundtracks, rather it is the visual style of his films that attracts cinéastes.

The intellectual world is mostly run by people with high verbal intelligence, and hence Hitchcock’s films were not taken seriously until the late 1950s. Critics saw them as light entertainment, which is why Hitchcock never won an Oscar for best director. (Not even nominated for Vertigo!) Not surprisingly, it was people who spoke an entirely different language—French intellectuals—who first noticed his greatness as a director. People tend to listen to films in their own language and watch films in a foreign language. When Hitchcock’s films were re-evaluated in the late 1950s, it was the way he used the camera that led people like Truffaut, Godard and Chabrol to declare him a supreme auteur.

I don’t believe that paintings by Rubens have anywhere near the psychological depth of those by some of his near contemporaries, including Caravaggio and Rembrandt. Rather it was his unsurpassed brushwork that led him to be regarded as the world’s best painter during his lifetime. This is why you cannot look at a small photo reproduction of these Baroque masterpieces and get any sense of what makes them special. When looking at a reproduction you are generally focusing on the composition, or perhaps the (occasionally insipid) facial expression of some of the figures. Why is that Rubens picture so interesting?

In fairness, paintings by Titian and even more so by Velázquez often do have real psychological depth combined with superb technical skill, which is one reason why Velazquez is my favorite painter:

During the period of 1400 to 1660, Western oil painting was progressive, in the sense of progressing toward a goal. Then, for a period of roughly 200 years, painters saw no way to push things beyond the perfection achieved by Velázquez and instead experimented with a variety of new styles and subjects, including rococo, neoclassicism, romanticism. These styles mostly employed techniques developed by 1660.

In the mid-19th century, art history resumed, but this time on a completely different project—modern art. Manet went to Madrid and was blown away by what he saw—calling Velázquez the “greatest painter”. We think of modern art as being less “realistic”, but Manet started out by using Velázquez’s techniques in a realistic style. Then he began to flatten the space in his paintings, which is probably the most important feature of modern art (even more so than abstraction.)

Titian’s Danaë and the Shower of Gold and Velázquez’s Rokeby Venus are both great nudes, but the Titian looks more “old-fashioned”, while the Velázquez seems very fresh and modern. Manet’s Olympia (1863) seems even more modern, because we subconsciously associate modern art with a flatter picture plane.

[BTW, the greatest painters often produce works that seem sort of timeless, as if they could have been done yesterday. Think of Dürer’s Young Hare or Carel Fabritius’s Goldfinch. In the 1600s, Velázquez produced landscapes that look like 19th century art.

Manet started the second great project in Western painting, which led to Cézanne, Picasso, and eventually to abstraction. (Or perhaps the Japanese came first?) But abstraction is not the essence of modern art. Indeed, Picasso’s paintings were almost never completely abstract:

Guernica is technically an oil painting, but it doesn’t utilize the qualities that traditional oil painting is associated with, such as expressive brushstrokes. Rather it looks more like a large woodblock print, where everything seems close to the surface. Picasso is doing something entirely different from the great baroque painters—his genius was in drawing expressive lines.

People often argue that modern art was a reaction to the camera. Once photographic accuracy could be achieved by a machine, there was no point in continuing the tradition of realism. I disagree. All forms or art became more “difficult” in the late 1800s and early 1900s, not just painting. Poetry stopped rhyming. Music became atonal. Sculpture became more abstract. You had deconstruction in architecture. None of those genres were directly impacted by photography. Turner was already close to abstraction by 1834, before the camera had impacted society.

But there’s an even stronger argument against the invention of the camera leading to modern art. Many of the very greatest artists—including Titian, Velázquez, Goya and Rembrandt, adopted less “realistic” styles as they aged—a style less like photography. Contemporaries often attributed this to a loss of visual acuity with old age, but it is now clear than these great artists gradually discovered that they could achieve their most powerful expressive effects by using more vigorous brushstrokes, often called “thick impasto”.

A highly detailed photorealistic style was first developed as early as the 1400s. Here’s a detail from a Jan van Eyck painting from 1436:

In the Titian painting shown above, the painter is not trying to be more photorealistic than van Eyck; he’s trying to be more expressive. (Even more so in this late work.)

Because the Prado has a huge collection of works by Titian, Velázquez and Goya, you can examine the way their painting style moved away from realism as they got older and sought more powerful expressive techniques. Studying the progression of their careers toward looser brushstrokes is a good starting point for learning about the art of oil painting. In the Prado, Goya’s so-called “black paintings” provide a good example of his late style. Contrast an early Goya in the elegant rococo style:

With a much later example of romanticism, The Executions of May 3, 1808:

Goya didn’t forget how to paint pretty pictures; he was trying to do something entirely different.

In this post, I’m not so much trying to argue that the Prado has the “best” painters, rather that they have the collection that best illustrates the most important project in the history of oil painting.

If we return to the cinema analogy, I have no problem with people that prefer Bergman, Scorsese or Kurosawa to Hitchcock. But if you wish to understand what makes cinema unique as an art form, what distinguishes it from other genres such as theatre, you need to study the visual style of directors like Hitchcock, Tarkovsky, Ozu and Kubrick. It would make no sense to do a theatre production of Vertigo, Stalker, Tokyo Story, or 2001—they are visually oriented films. Similarly, I have no problem with people that prefer Caravaggio, Rembrandt and Vermeer to Rubens—indeed I share this preference. But studying the development of oil painting from Titian to Rubens to Velázquez is the best way to educate yourself about what oil painting can do better than any other genre of art.

PS. When I lived in Boston, the Phoenix published a poll of art experts:

The Goya, the Rogier van der Weyden and the Velázquez are all in the Prado, and two others are not far away. By this measure, Madrid and nearby Toledo have nearly 1/4th of the world’s greatest paintings. (America has four of them.)

If you cannot get to Madrid, then here’s my suggestion. Get a 77-inch OLED TV set. After dark, go to the Prado website and put “Las Meninas” into their search box. The Prado’s reproduction is excellent. Even so, the image will be much smaller than the original (which is roughly 300cm or 10 feet square.) First look at the painting in full size and then use the zoom feature to put the entire bottom half of the painting on your widescreen TV. It’s still less than 2/3rds actual size, but big enough to get a good look at one of the most stunning images ever created by man.

Velázquez was a painter’s painter. Artists like Luca Giordano and Thomas Lawrence regarded Las Meninas as the supreme achievement in the art of painting. Picasso did no less than 58 interpretations of the painting. In The Order of Things, Foucault spends an entire chapter examining this painting. Here’s Wikipedia:

For Foucault, Las Meninas illustrates the first signs of a new episteme, or way of thinking. It represents a midpoint between what he sees as the two "great discontinuities" in European thought, the classical and the modern

PPS. The Prado also has the famous Garden of Earthly Delights by Hieronymus Bosch (the Dutch painter, not the LA detective.)

PPPS. The final item in the Phoenix poll is Titian’s Rape of Europa, which is in Boston’s Gardner Museum. (Thank God the thieves had bad taste!) Rubens was so impressed by this painting that he produced a copy, which is in the Prado. And Velázquez was so impressed by Titian’s painting that he included a tapestry depicting this image in the background of his painting entitled The Spinners, another masterpiece in the Prado.

PPPPS. The Prado contains many masterpieces beyond the five artists I’ve discussed here. This mannerist gem is regarded as a minor painting by Parmigianino:

And here is an acknowledged masterpiece is by Fra Angelico:

My camera cannot even come close to capturing the actual color.

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Those old factory sector jobs

As AI sweeps into white-collar workplaces, old-timey hands-on jobs are getting a new look—and some of those professions even have shortages.

Consider tailors. Sewing is a vanishing skill, much like lacemaking and watchmaking, putting tailors in short supply when big retailers like Nordstrom and Men’s Wearhouse, as well as fashion designers and local dry cleaners, say they need more of them.

The job, which can take years to master, can be a tough sell to younger generations more accustomed to instant gratification. But apprenticeships that offer pay to learn on the job and new training programs are helping entice more people…

For the first semester of its program, which concluded in December, FIT received more than 190 applications for 15 spots. The nine-week course requires prior sewing experience. Nordstrom hired seven students from the inaugural class.

“It’s increasingly becoming more challenging to find people to fill these alterations jobs,” said Marco Esquivel, the director of alterations and aftercare services at Nordstrom, which employs about 1,500 tailors. Similar to other high-end retailers, Nordstrom offers free basic tailoring for garments purchased at the department-store chain and charges a fee for those bought elsewhere.

Tailored Brands, which employs about 1,300 tailors at its Men’s Wearhouse, Jos. A. Bank and other chains, is updating its apprenticeship program to include more self-guided videos with the goal of moving people through the training faster.

Here is more from Suzanne Kapner at the WSJ.  Via LJ Fenkell.

The post Those old factory sector jobs appeared first on Marginal REVOLUTION.

       

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Smoke Shrouds Northern Thailand

A satellite image shows gray smoke obscuring most of the landscape around Chiang Mai except for small areas where mountain ridges are visible.
The MODIS (Moderate Resolution Imaging Spectroradiometer) on NASA’s Terra satellite captured this hazy view of the city and the surrounding region on April 22, 2026.
NASA Earth Observatory/Lauren Dauphin

Chiang Mai, Thailand’s second-largest city, lies within a network of narrow valleys in the country’s northern highlands. Though the historic city is known for panoramic views of the surrounding mountains, clear skies have become less common. In recent decades, smoke has increasingly darkened the skies during the dry season, particularly in March and April.

A NASA satellite captured this smoky view of the city and the surrounding region on April 22, 2026, when haze partially obscured valleys and ridges typically visible under clearer conditions. Most of the smoke likely comes from small agricultural and forest fires lit to burn off crop debris or maintain forest ecosystems. In 2026, satellite sensors detected small numbers of fires throughout January, but fire detections became more numerous and widespread in February, March, and April. Fire activity typically peaks in March and fades by May as seasonal rains increase. 

Research indicates that smoke from biomass burning is one of the largest contributors to poor air quality in northern Thailand during the dry season. By one estimate, about 70 percent of fine particulate matter (PM2.5) in Chiang Mai in April comes from biomass burning. Smaller contributors to the region’s hazy skies include vehicles, power plants and industry, and charcoal burning for cooking and heating. Geography also plays a key role; the surrounding mountains block air flow and encourage temperature inversions that trap both local pollution and haze from the broader region in the valleys.

On the same day the satellite image was captured, air quality sensors on the ground recorded “unhealthy” and “very unhealthy” levels of PM2.5 air pollution throughout Chiang Mai and the region, according to data from the World Air Quality Index project. Prolonged exposure to high levels of air pollution can contribute to respiratory and cardiovascular diseases and other health problems.

News reports suggest that the haze is affecting the tourism industry and has contributed to a decrease in the number of international travelers coming to Chiang Mai. After more than a month of persistent haze, the number of tourists arriving in the town of Pai, a popular destination for backpackers northwest of Chiang Mai, was down 90 percent, according to one local newspaper.

Unusually warm and dry conditions have gripped the region in recent weeks, according to meteorologists with the ASEAN Specialised Meteorological Centre (ASMC). On March 27, the group advised that there was a “high risk” of severe transboundary haze in the region and elevated its alert level to three, the highest on the scale. 

In late March, the group noted that dry conditions were forecast to persist over most parts of the Mekong sub-region, with prevailing winds expected to blow mostly from the south or southwest. “Under these conditions,” ASMC noted, “the hotspot and smoke haze situation could escalate further.”

NASA Earth Observatory image by Lauren Dauphin, using MODIS data from NASA EOSDIS LANCE and GIBS/Worldview. Story by Adam Voiland.

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Wednesday 22 April 1663

Up betimes and to my office very busy all the morning there, entering things into my Book Manuscript, which pleases me very much. So to the Change, and so to my uncle Wight’s, by invitation, whither my father, wife, and Ashwell came, where we had but a poor dinner, and not well dressed; besides, the very sight of my aunt’s hands and greasy manner of carving, did almost turn my stomach. After dinner by coach to the King’s Playhouse, where we saw but part of “Witt without mony,” which I do not like much, but coming late put me out of tune, and it costing me four half-crowns for myself and company. So, the play done, home, and I to my office a while and so home, where my father (who is so very melancholy) and we played at cards, and so to supper and to bed.

Read the annotations

CSS & vertical rhythm for text, images, and tables

Vertical rhythm aligns lines to a consistent spacing cadence down the page. It creates a predictable flow for the eye to follow. Thanks to the rlh CSS unit, vertical rhythm is now easier to implement for text.1 But illustrations and tables can disrupt the layout. The amateur typographer in me wants to follow Bringhurst’s wisdom:

Headings, subheads, block quotations, footnotes, illustrations, captions and other intrusions into the text create syncopations and variations against the base rhythm of regularly leaded lines. These variations can and should add life to the page, but the main text should also return after each variation precisely on beat and in phase.

Robert Bringhurst, The Elements of Typographic Style

Text

Three factors govern vertical rhythm: font size, line height and margin or padding. Let’s set our baseline with an 18-pixel font and a 1.5 line height:

html {
  font-size: 112.5%;
  line-height: 1.5;
}
h1, h2, h3, h4 {
  font-size: 100%;
}
html, body,
h1, h2, h3, h4,
p, blockquote,
dl, dt, dd, ol, ul, li {
  margin: 0;
  padding: 0;
}

CSS Values and Units Module Level 4 defines the rlh unit, equal to the computed line height of the root element. All browsers support it since 2023.2 Use it to insert vertical spaces or to fix the line height when altering font size:3

h1, h2, h3, h4 {
  margin-top: 2rlh;
  margin-bottom: 1rlh;
}
h1 {
  font-size: 2.4rem;
  line-height: 2rlh;
}
h2 {
  font-size: 1.5rem;
  line-height: 1rlh;
}
h3 {
  font-size: 1.2rem;
  line-height: 1rlh;
}
p, blockquote, pre {
  margin-top: 1rlh;
}
aside {
  font-size: 0.875rem;
  line-height: 1rlh;
}

We can check the result by overlaying a grid4 on the content:

Screenshot of my website with a grid as an overlay and each line of text
fitting on the grid
Using CSS rlh unit to set vertical space works well for text. You can display the grid using Ctrl+Shift+G.

If a child element uses a font with taller intrinsic metrics, it may stretch the line’s box beyond the configured line height.5 A workaround is to reduce the line height to 1. The glyphs overflow but don’t push the line taller.

code, kbd {
  line-height: 1;
}

Responsive images

Responsive images are difficult to align on the grid because we don’t know their height. CSS Rhythmic Sizing Module Level 1 introduces the block-step property to adjust the height of an element to a multiple of a step unit. But most browsers don’t support it yet.

With JavaScript, we can add padding around the image so it does not disturb the vertical rhythm:

const targets = document.querySelectorAll(".lf-media-outer");
const adjust = (el, height) => {
  const rlh = parseFloat(getComputedStyle(document.documentElement).lineHeight);
  const padding = Math.ceil(height / rlh) * rlh - height;
  el.style.padding = `${padding / 2}px 0`;
};

targets.forEach((el) => adjust(el, el.clientHeight));
Screenshot of my website with a grid as an overlay and an image not breaking
the vertical rhythm. Additional padding is visible before and after the image.
The height of the image with padding is
216.
The image is snapped to the grid thanks to the additional padding computed with JavaScript. 216 is divisible by 27, our line height in this example.

As the image is responsive, its height can change. We need to wrap a resize observer around the adjust() function:

const ro = new ResizeObserver((entries) => {
  for (const entry of entries) {
    const height = entry.contentBoxSize[0].blockSize;
    adjust(entry.target, height);
  }
});
for (const target of targets) {
  ro.observe(target);
}

Tables

Table cells could set 1rlh as their height but they would feel constricted. Using 2rlh wastes too much space. Instead, we use incremental leading: we align one in every five lines.

table {
  border-spacing: 2px 0;
  border-collapse: separate;
  th {
    padding: 0.4rlh 1em;
  }
  td {
    padding: 0.2rlh 0.5em;
  }
}

To align the elements after the table, we need to add some padding. We can either reuse the JavaScript code from images or use a few lines of CSS that count the regular rows and compute the missing vertical padding:

table:has(tbody tr:nth-child(5n):last-child)   { padding-bottom: 0.2rlh; }
table:has(tbody tr:nth-child(5n+1):last-child) { padding-bottom: 0.8rlh; }
table:has(tbody tr:nth-child(5n+2):last-child) { padding-bottom: 0.4rlh; }
table:has(tbody tr:nth-child(5n+3):last-child) { padding-bottom: 0 }
table:has(tbody tr:nth-child(5n+4):last-child) { padding-bottom: 0.6rlh; }

A header cell has twice the padding of a regular cell. With two regular rows, the total padding is 2×2×0.2+2×0.4=1.6. We need to add 0.4rlh to reach 2rlh of extra vertical padding across the table.

Screenshot of my website with a grid as an overlay and a table following the
vertical rhythm. Additional padding is visible after the table. The height of
the table with padding is 405.
One line out of five is aligned to the grid. Additional padding is added after the table to not break the vertical rhythm. 405 is divisible by 27, our line height in this example.

None of this is necessary. But once you start looking, you can’t unsee it. Until browsers implement CSS Rhythmic Sizing, a bit of CSS wizardry and a touch of JavaScript is enough to pull it off. The main text now returns after each intrusion “precisely on beat and in phase.” 🎼


  1. See “Vertical rhythm using CSS lh and rlh units” by Paweł Grzybek. 

  2. For broader compatibility, you can replace 2rlh with calc(var(--line-height) * 2rem) and set the --line-height custom property in the :root pseudo-class. I wrote a simple PostCSS plugin for this purpose. 

  3. It would have been nicer to compute the line height with calc(round(up, calc(2.4rem / 1rlh), 0) * 1rlh). Unfortunately, typed arithmetic is not supported by Firefox yet. Moreover, browsers support round() only since 2024. Instead, I coded a PostCSS plugin for this as well. 

  4. The following CSS code defines a grid tracking the line height:

    body::after {
      content: "";
      z-index: 9999;
      background: linear-gradient(180deg, #c8e1ff99 1px, transparent 1px);
      background-size: 20px 1rlh;
      pointer-events: none;
    }
    

  5. See “Deep dive CSS: font metrics, line-height and vertical-align” by Vincent De Oliveira. 

The Scale of Iran’s Advantage Comes Into View

The country is beginning to wake up to the sheer level of strategic failure of Trump’s impulsive and unilateral war on Iran. Let me start with an extended quote from a weekend article in the New York Times …

The United States and Israel launched their war against Iran on the argument that if Iran one day got a nuclear weapon, it would have the ultimate deterrent against future attacks.

It turns out that Iran already has a deterrent: its own geography.

Iran’s decision to flex its control over shipping through the Strait of Hormuz, the strategic choke point through which 20 percent of the world’s oil supply flows, has brought global economic pain in the form of higher prices for gasoline, fertilizer and other staples. It has upended war planning in the United States and Israel, where officials have had to devise military options to wrest the strait from Iranian control.

The U.S.-Israeli war has significantly damaged Iran’s leadership structure, larger naval vessels and missile production facilities, but it has done little to restrict Iran’s ability to control the strait.

Iran could thus emerge from the conflict with a blueprint for its hard-line theocratic government to keep its adversaries at bay, regardless of any restrictions on its nuclear program.

This is what I’ve been saying for weeks. Control of the strait is a vastly powerful deterrent. It’s also much easier to use than any nuclear weapon, which is one of those threats that is powerful but also very hard to follow through on. I’m not claiming any great insight on this. You could see many other articles about this in the foreign policy press. But it’s only now that it’s really beginning to register in the broader U.S. news and politics discussion.

As someone pointed out to me a few weeks ago, Iran’s control of or at least leverage over the Strait of Hormuz has always been tacit in world affairs. The U.S. military has war-gamed a strait closure for decades; it’s a staple of predicted crises in the region. And it’s always been Iran as the country that was going to do it. That’s just down to simple geography and the fact that they’re the main adversary power to the regional hegemon, the United States. (It’s not something the Saudis or Kuwaitis are going to do. They’re allied to the regional Great Power.) But they’ve now shown they can close the strait without firing many shots. And the U.S. doesn’t seem to be able to do much about it.

For Iran it’s a deceptively elegant solution. Iran closes the strait with threats and perhaps some limited harassment of tankers. The U.S. could respond militarily. But the whole point is that the global economy is highly dependent on that region and that particular waterway not being a war zone. At least in the near-term U.S. military retaliation is more the problem than the solution. The only real solution would be for the U.S. to occupy a significant buffer zone in Iranian territory along the Persian Gulf. That’s probably militarily possible in the most basic sense. But how long do you occupy that strip of land? It’s not a workable solution on any long term basis.

We see something similar in the evolving press treatment of the war this morning. Donald Trump unilaterally extended the ceasefire to give the Iranians more time to respond (submit?) to his conditions. To the Iranians, though, this was Trump showing his cards. He’s in a weak position and he knows it. This has happened again and again over the last two or three weeks. But this morning the Times again says just that. “To Iran, Trump Blinked First by Extending the Cease-Fire,” the article reads. Again, the mainstream press is now saying more openly what’s been clear almost since the beginning of the conflict. Trump started this war on an impulse. In strategic terms he lost almost immediately, despite the vast damage he’s done to Iran. But he’s been unable to accept that fact. He has not made a painful but still manageable retreat or escalate. He’s stuck. He doesn’t know what to do. And he’s increasingly unable to hide that simple reality from anyone watching events unfold.

Border Message

Thanks to differences in logging regulations, the messages actually turned out to be visible from the air.

So … How’s Trump’s Gerrymandering War Going?

A little less than a year ago, Trump began his push for state legislatures in, first, Texas, then other red states, to redraw their congressional district lines, a gambit that, he had apparently been told, would help him hold onto the House in the midterms even as his poll numbers began the long march downward that continues to this day.

Democrats counter-attacked — and, as Khaya Himmelman reports this morning, they are succeeding. (Trump is now telling supporters he believes gerrymandering may be “not good.”) Virginia voters have followed California’s lead, authorizing new, bluer maps for their state. As things stand now, that puts Democrats slightly ahead in this fight.

The overall picture is quite a bit more complicated, however. Here’s some of what we’re keeping tabs on.

  • Depending on how you count — and on the extent to which Trump’s 2024 coalition votes Republican in the 2026 midterms — it appears that Democrats may have squeezed one or two more seats out of these fights than Republicans.
  • In Virginia, however, the story isn’t over. Republicans filed numerous challenges to the referendum. The state Supreme Court decided to allow yesterday’s election to go forward, and to see if the constitutional amendment was approved before ruling on those challenges. Now it will.
  • Florida will now attempt a gerrymander, trying to squeeze a few Republican seats out of its current map (while risking diluting those seats to the point that they become pick-up opportunities for Democrats).
  • Legal fights in Missouri and Utah could change things as well. In Utah, the White House is hoping to weaponize a judicial ethics scandal, creating a vehicle, Republicans hope, to undo a court ruling that had the effect of shifting one seat from Republicans to Democrats.
  • Republican state legislatures have redrawn their maps (or, in a few notable cases, refused to) amid bullying from President Trump and his top advisors. Democratic states, on the other hand, have put the question before voters, made their case, and let the democratic process choose the path forward. In both states, polling showed that voters initially were skeptical (normal, healthy people don’t typically like gerrymandering) but came around to the new map as a reasonable check on Trump’s red-state-legislature-fueled power grab. It’s a set of facts that considerably complicates the story that “both sides” have rushed straight into the mud. (Hat tip to Mother Jones’ Ari Berman, who made a version of this point last night.)

We Need Your Help

We’re moving into the second half of our Annual TPM Membership Drive. So we’re at the crunch time when we really need to be adding numbers. Let me be as direct as I can. If you’re not a member, your signing up today will make a big difference in the vitality and health of TPM. I would be so grateful if you could take a moment literally right now and click this link and sign up. We’ve made it super easy. I delay things I plan to do as much as anyone. But if you could take a moment literally right now and click that link we would all appreciate it so much.

Why are there three arches across the sky instead of two? Why are there three arches across the sky instead of two?


The exposed counties (from my email)

Professor Cowen,

Built a county-level AI displacement model across all 3,204 US counties. Top 5 most exposed counties are all in the DC metro, not the Rust Belt.

https://yourjobrisk.com

https://jakeprokopets.substack.com/p/why-the-most-ai-exposed-counties

18, built it in three days.

Jake Prokopets

The post The exposed counties (from my email) appeared first on Marginal REVOLUTION.

       

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Rediscovering the Handcart

Image: The handcart, equipped with a sail. Photo by Kris De Decker.
Image: The handcart, equipped with a sail. Photo by Kris De Decker.

The human-powered handcart is the oldest of vehicles, and it will likely be the last one around in the future. Of all vehicles, it’s the cheapest and least complex to build and use. It offers a large advantage over carrying a load on your back or dragging it over the ground - the even older concept of the sled. On the other hand, the handcart is cheaper and easier to use than the animal-powered cart. Oxen and donkeys eat more than humans, and they have their own will, which can work against the driver.

Like any other wheeled vehicle, the handcart requires roads to drive on. This infrastructure has not always been available anywhere or at any time in history. For example, in medieval Europe, porters and pack animals were more common than handcarts because of poor roads. 1 In the West, the handcart only reached its heyday during the first decades of the Industrial Revolution, when it connected fast-growing cities to train stations and harbors. In China, on the other hand, the handcart was the backbone of the transport network for millennia. 2

Of all vehicles, the handcart is the cheapest and least complex to build and use.

There are still many human-powered carts in modern society: strollers, grocery carts, roller suitcases, and various utility and folding carts. However, these modern carts are to their predecessors what modern birds are to dinosaurs. They are small, often with very small wheels, and we use them for very short distances, usually inside buildings. In contrast, old-fashioned handcarts were often large and had big wheels, and they were pushed or pulled on roads and over longer distances. Many crafts and professions had their own type of handcart.

Image: Low-tech Magazine’s handcart. Photo by Kris De Decker.
Image: Low-tech Magazine's handcart. Photo by Kris De Decker.

Why I need a handcart

People still use large handcarts in so-called “developing countries”. However, they can be just as useful again in the large cities of the industrialized world, as I can testify after using one for a couple of months. Last autumn, I received an internship application from Kozimo, who studies at the Design Academy Eindhoven. In his application, Kozimo sent a video of a large handcart he made, which he was driving on the streets of Rotterdam, the Netherlands.

I have always dreamt of a handcart. I have never owned a car, and the only times I miss one are when I have to move stuff, something which has become increasingly common lately. Consequently, I proposed to Kozimo to build a handcart for me.

Now, I can no longer imagine living without it. I have used the vehicle to move houses and offices, pick up materials and objects I bought online, new or second-hand, and transport workshop and event materials (bike generators, solar panels, solar ovens, books, sound systems). I have done the same for friends. During these trips, I often took home materials, furniture, or objects that I found for free on the streets of Barcelona.

Image: Kozimo and Kris De Decker with Low-tech Magazine’s handcart, halfway through a 30 km trip along the coast of Spain. Photo by Linda Osusky.
Image: Kozimo and Kris De Decker with Low-tech Magazine's handcart, halfway through a 30 km trip along the coast of Spain. Photo by Linda Osusky.

Unlike a van or a car, my handcart doesn’t need gasoline, electricity, or batteries, making it entirely independent from energy infrastructures. Neither do I need to pay taxes and insurance. The handcart is a very democratic vehicle. It allows anyone to carry a load wherever they want, while older, less affordable cars and vans are no longer allowed to enter city centers due to the installation of Low Emission Zones.

A handcart doesn’t need gasoline, electricity, or batteries, making it entirely independent from energy infrastructures.

It would make a lot of sense to offer vehicles like this at community centers, where they are available for all neighbors to use when needed. Few people would need a handcart each day, and communal use would solve the parking problem. Although our handcart can also be parked vertically, it won’t fit in most apartments.

Description of the handcart

This article will not explain in detail how to build a handcart. We want to do that another time with a simpler handcart model, because the vehicle we present in this article is not one that most people can make themselves. You need good woodworking and metalworking skills, and in fact, two people made the handcart.

Kozimo designed and built the whole structure from wood, while Guilhem Senges - visual artist and one of my neighbors - designed and made several essential reinforcements from metal; the wheels, the brakes, and the handlebars are all connected to the wood structure with custom-made iron parts.

Image: The underside of the handcart. Photo by Kris De Decker.
Image: The underside of the handcart. Photo by Kris De Decker.
Images: The front and back of the handcart. Photos by Kris De Decker.
Images: The front and back of the handcart. Photos by Kris De Decker.
Image: The lights are mounted in coconuts. Photo by Kris De Decker.
Image: The lights are mounted in coconuts. Photo by Kris De Decker.

Load weight and volume

Low-tech Magazine’s handcart is 250 cm long and 100 cm wide, while the platform itself measures 210 by 85 cm. Assuming a load height of 50 cm, the cargo volume is roughly 1.55 m3 (37 cubic feet or 1050 liters). That’s two to four times the typical trunk space in a European car. We have transported cargo that is wider or longer than the cart: a large heated table measuring 140x140cm, and several loads of wooden beams, each three meters long.

The load weight is limited by the wheels, which come from a wheelchair. They can support up to 150 kg. 3 The cart itself weighs 32 kg, so the practical maximum cargo weight is about 120 kg. The loading platform consists of slats with gaps between them, making it easy to secure various types of cargo.

Images: The handcart with various cargoes. Upper left: a 6m2 wooden floor and a chest. Upper right: 3-meter-long wood beams. Below: A heated table ready for transport.
Images: The handcart with various cargoes. Upper left: a 6m2 wooden floor and a chest. Upper right: 3-meter-long wood beams. Below: A heated table ready for transport.

It drives itself!

Over the past few months, we’ve learned that people have many misconceptions about handcarts. For example, you may think that pushing a handcart takes a lot of effort, perhaps based on your experience pushing supermarket carts through parking lots or pulling heavy suitcases through city centers (which is how I moved stuff before I had a handcart).

However, using the handcart can be so effortless - even when it’s heavily loaded - that it feels like you are not pushing at all. Once in motion, you can often guide it with one hand, and it sometimes feels like the cart is pulling you forward. It’s no exaggeration to say that pushing the handcart with a 100 kg load is more comfortable than walking while carrying a 10 kg heavy backpack.

Using the handcart can be so effortless - even when it’s heavily loaded - that it feels like you are not pushing at all.

There are several reasons for this light operation, rooted in physics. Each vehicle has to overcome three forces: rolling resistance, air resistance, and gravity. Air resistance is negligible at walking speed, meaning that a handcart user on flat terrain mainly needs to overcome rolling resistance. That’s the friction between wheels and road surface, a factor that’s largely independent of speed.

In contrast, air resistance increases with the square of speed. A cyclist, going at 15-20 km/h, already spends more effort overcoming air resistance than overcoming rolling resistance, which is the same in both cases because both vehicles have similar wheels. In short, the handcart’s low speed minimizes air resistance, while its narrow wheels minimize rolling resistance.

Image: Driving the handcart. Photo by Linda Osusky.
Image: Driving the handcart. Photo by Linda Osusky.

Second, accelerating a vehicle requires more energy than maintaining a constant speed. You only need to sustain momentum, not build it. Our handcart is pushed by a person walking, so the effort to accelerate lasts no longer than one or two seconds. In contrast, a cyclist takes much longer to reach cruise speed, and because of the higher air resistance, it takes more effort to sustain that speed. If the handcart is heavily loaded, it also gains significant kinetic energy, even at low speed. That explains why it sometimes feels like the cart is pulling you forward - because it actually is.

Finally, our wheels are much larger than those used on modern pushcarts. That makes for comfortable driving on asphalt and sidewalks, which are not as smooth as airport or supermarket floors. Large wheels increase air resistance, but because of our low speed, that doesn’t matter.

Handcarts and gravity

However, an effortless ride requires two conditions: flat terrain and a well-balanced load. Both involve the third force any vehicle must overcome: gravity.

Balancing the handcart: distributing the load

A two-wheeled cart becomes heavy and difficult to use when too much weight is placed on the front or back. Consequently, you need to load the vehicle so that the weight is equal on both sides of the wheels. That’s easy to check: the cart should remain in a horizontal position for several seconds without you touching it. If there’s just one piece of cargo, place it above the center of the wheels. If there are more things to carry, the total weight should be divided equally over the two sides. Finetuning the balance often involves moving a backpack from the front to the back of the cart, or vice versa.

You need to load the vehicle so that the weight is equal on both sides of the wheels.

A two-wheeled cart also needs additional support to keep it horizontal when parked, for instance, when loading or unloading cargo. Otherwise, the cart may suddenly flip to the other side. Our handcart carries four support beams, two on each side. When the cart is moving, they are in a horizontal position. When the cart is parked, we remove one or more beams and place them in a vertical position. Each beam can be set to a different length, allowing us to stabilize the cart on uneven terrain. We tighten the beams with screws.

Image: The handcart is parked with four supporting legs. Photo by Kris De Decker.
Image: The handcart is parked with four supporting legs. Photo by Kris De Decker.
Image: Detail of the supporting beam holder. Photo by Kris De Decker.
Image: Detail of the supporting beam holder. Photo by Kris De Decker.

Many people have asked us why we didn’t build a four-wheeled cart that wouldn’t need to be balanced. However, four wheels would double the rolling resistance and thus the effort required to push the cart. Furthermore, a four-wheeled cart is less maneuverable and more difficult to drive on uneven terrain. You also need to get two extra wheels, and you need to build a steering mechanism. Throughout history, the two-wheeled handcart (or one-wheeled handcart in the case of China) was much more common than the four-wheeled cart. 1

Going uphill: you need help

An effortless ride also requires more or less flat terrain, which is what you get here in many parts of Barcelona. If you go up a steep slope, you suddenly feel the weight of the cart and its cargo. Climbing with a heavily loaded cart can be as strenuous as running up stairs or cycling at top speed. People tell us we should put an electric motor on the cart, and that’s perfectly possible.

However, we found a simpler solution: if necessary, we ask for help from another person. Our handlebars are wide enough for two or even three people to push together, which makes going uphill a lot easier. Adding an electric motor and a battery would significantly increase the vehicle’s weight, and it only makes sense if you regularly have to climb hills.

Going downhill: brakes

Going downhill, you have to counter gravity forces to prevent the handcart from hurling down a slope, which would be very dangerous. Rather than pushing the cart, you’ll have to pull it back instead. Here, cyclists have all the advantage, as they can use gravity to its full benefit during a descent.

We made going downhill a lot easier by adding bicycle brakes. In combination with the large wheels, the brakes also allow the handcart to be taken down sidewalk curbs or even stairs without damaging it. They double as a hand brake as well, by tightening two lashing straps around them. That allows leaving the cart unattended on a slope or in high winds.

Image: The brakes. Photo by Kris De Decker.
Image: The brakes. Photo by Kris De Decker.

Handcarts go on the sidewalk

Many people assume that handcarts go on the road, with the cars, or on the cycling path. That’s not the case: you use it on the sidewalk. Legally, handcart users are in a similar position to other pedestrians pushing a smaller handcart, such as a stroller. The only difference is that, when they are forced onto the road because there’s no sidewalk or it’s blocked, handcart users should walk on the right side of the road, while other pedestrians should walk on the left. For now, the police have stopped us only once, and they were just curious.

Legally, handcart users are in a similar position to other pedestrians pushing a smaller handcart, such as a stroller.

We could find no traffic laws that limit the size of a handcart, at least not in the handful of countries we researched, including Spain. However, in practice, there are clear limits. If your vehicle is wider than the space between traffic bollards that keep cars out of pedestrian streets, all pedestrian zones will become inaccessible to you. You should also take into account other obstacles on the sidewalk, such as building scaffolding. Consequently, it’s rarely practical to build a handcart more than one meter wide.

Barcelona has very wide sidewalks in most of the city. We rarely have to share the road with cars or cyclists. Of course, that’s not the case in every city, and then the use of a handcart becomes less attractive. Using a handcart on the road or cyclepath is rather dangerous because other vehicles are much faster.

Image: Pushing the handcart through a narrow walkway. Photo by Kris De Decker.
Image: Pushing the handcart through a narrow walkway. Photo by Kris De Decker.

Respecting other pedestrians

Driving a large handcart on the sidewalk demands your full attention. You don’t want to hit any infrastructure, and you surely don’t want to hit someone’s legs. You need to drive it with respect for other pedestrians and their pets (some dogs start barking at the vehicle). In general, the handcart is very safe to use because it travels at a very low speed. That makes accidents less likely in the first place and less impactful if they do happen. You also have a very good overview of your vehicle, much better than for a car or a bicycle. As long as you keep your eyes on the handcart, you are unlikely to hit anything or anyone.

However, our handcart is so silent that people don’t hear it coming. We added a bicycle bell to warn people, but we hope to find a better tune in the future: every vehicle needs its own type of sound. We also need a bell for oncoming pedestrians who are watching their phones while walking and expect others to make space. With the handcart, we cannot always make that space. Our handcart has front and rear lights as well, wired to a USB power bank mounted underneath the platform. Lights are very helpful on sidewalks, both day and night, as they make the vehicle more visible. Furthermore, lights are essential if you need to move onto the road after dark.

Images: Kris De Decker drives the handcart through Barcelona. Photos by Guillaume Lion.
Images: Kris De Decker drives the handcart through Barcelona. Photos by Guillaume Lion.

Even in Barcelona, sidewalks can get crowded, and a busy sidewalk will slow down the vehicle considerably. With little chance to overtake someone, we tend to get stuck behind the slowest walkers.

A handcart is not a difficult vehicle to drive, but nowadays people in industrialized societies have no experience with it. Apart from driving it attentively, you also need to be careful when rounding blind corners (take the turn as wide as possible) and when you leave a garage or any other type of exit (pull rather than push the cart). By the time you see oncoming traffic, you already have 2 meters of your handcart on the road or around the corner.

Why not a bike trailer?

Almost everyone who sees the handcart for the first time asks the same question: how do you attach it to a bicycle? You don’t. You push it while walking. When we say that, there follows a silence. Pushing a handcart seems like one step too far back, even for people committed to living more sustainably. Why would you push a handcart if you could just as well use a much faster bike trailer, or a cargo bike?

In fact, there are several practical reasons to opt for a handcart rather than a bike trailer, and we have already mentioned many of them. First, a handcart lets you go anywhere a pedestrian can, while cyclists often need to get off their bikes and push them - just like a handcart. A handcart is also more agile. For example, although the cart is 2.5 meters long, it takes just two seconds and little space to turn it around and walk in the opposite direction from where you came from.

Why would you push a handcart if you could just as well use a much faster bike trailer, or a cargo bike?

A handcart can be built larger than a bike trailer as well. Although it’s perfectly possible to build a bike trailer the size of our handcart, its higher speed would pose much greater risk of accidents and damage, both to the cart and to other road users. As a bike trailer, it would also need to be made sturdier, and it would need a more elaborate mechanism to operate the brakes.

All this does not mean that bike trailers are a bad idea. We have used the handcart mainly for trips between 5 and 10 km, which comes down to one to two hours of walking. For longer distances, the bike trailer has the obvious advantage of speed. If you need to cover 40 km, you would need to travel eight hours with a handcart, compared to just two hours with a bike trailer.

Image: Guilhem Senges, who built the vehicle’s metal parts, pushes the handcart to a welding job a few streets up in the neighborhood.
Image: Guilhem Senges, who built the vehicle's metal parts, pushes the handcart to a welding job a few streets up in the neighborhood.

The merits of slow travel

However, when people ask us why we don’t use it as a bike trailer, we can also answer differently: why the rush? Deciding to travel with the slowest vehicle possible is subversive because it questions values we take for granted in the modern world, such as speed and utility.

To many people, walking a handcart seems like a waste of time, but our experience is exactly the opposite. Every trip is an adventure, and we always look forward to using it again. It’s a pleasure to drive the vehicle, more like steering a boat than driving a land vehicle. It’s easy to chat with other pedestrians, who tend to be very curious about our vehicle. Consequently, the trip takes even longer.

To many people, walking a handcart seems like a waste of time, but our experience is exactly the opposite.

Driving a handcart feels entirely different from using any other mode of transport. When people are walking, they usually cannot carry much with them, either in terms of weight or volume. In contrast, the handcart allows you to walk with a lot of stuff close at hand: drinks, food, a sound system, books, extra clothes. Furthermore, you have a large platform, which allows you to rest and invite others to do the same. It becomes a vehicle for wandering and roaming, and for connecting to other people.

Image: It’s a pleasure to drive the vehicle, more like steering a boat than driving a land vehicle. Model: Rocío Sánchez. Photo by Kris De Decker.
Image: It's a pleasure to drive the vehicle, more like steering a boat than driving a land vehicle. Model: Rocío Sánchez. Photo by Kris De Decker.
Image: The handcart with rain protection. Photo by Kris De Decker.
Image: The handcart with rain protection. Photo by Kris De Decker.

Handcart Accessories

Once the handcart proved its utility as a cargo vehicle, Kozimo began designing and building additional structures to expand its uses. These objects make use of the slatted platform or the support beam design. Unfortunately, Kozimo’s internship ended before we could test all these extensions, but the little experience we gained by now shows that the handcart can be much more than just a cargo vehicle.

Passenger seat

The first, and perhaps most powerful addition, is a foldable seat. While our handcart can be - and usually is - operated by only one person, it’s ideally handled by two people, especially for longer voyages. Thanks to the seat, one person can push the cart while the other one rests in the vehicle.

As long as the road is flat, the extra weight of the passenger does not significantly increase the effort to push the cart. Consequently, two people can travel faster or farther in a single day. When climbing hills or bridges, the passenger gets off the seat. If necessary, he or she also helps to push the cart.

One person can push the cart while the other one rests in the vehicle, increasing the distance that two people can travel in a day.

An extra pair of eyes on the road is also handy. The seat can be put in two positions, so that both the passenger and the driver are either looking in the same direction or facing each other, which makes it easier to talk and allows the passenger to serve as the rear-view mirror.

We used the seat on a 30 km day trip along the coast of Catalunya, Spain, moving stuff from my old place to my new place. For one person, this would have been an exhausting trip. However, there were several people on the way there, and two people on the way back. The fact that we could rest from time to time - without stopping - made a great difference, especially on the way back. An extra person also proved useful when unexpected obstacles arose. For example, there was a bridge under repair, which forced us to carry the cart down the rocks, over the beach, and up the rocks again.

Image: A foldable seat on the slatted platform. Photo by Kris De Decker.
Image: A foldable seat on the slatted platform. Photo by Kris De Decker.
Image: Kozimo drives the handcart along the coast. Linda Osusky is filming while resting in the seat. Photo by Kris De Decker.
Image: Kozimo drives the handcart along the coast. Linda Osusky is filming while resting in the seat. Photo by Kris De Decker.
Images: Carrying the handcart over the rocks. Photos by Linda Osusky.
Images: Carrying the handcart over the rocks. Photos by Linda Osusky.

Digital nomad office

As a second addition, we combined the seat with a work table that doubles as a solar power plant, resulting in a digital nomad office. The table fits onto the sides of the handcart and slides back and forth. The solar panel can be in a horizontal position or at various tilted angles. It can charge a laptop or any other device requiring up to 100 watts of power.

If you’re two people traveling, one person can work at the table while the other drives. If you’re alone, you can wheel the vehicle to the nearest park or beach, set up the four support legs, and work all day. In 2016, I took my home office off the grid with solar panels on the window sills. 4 Ten years later, both the office and the solar panels have become mobile.

Images: Digital nomad office. Photos by Kris De Decker.
Images: Digital nomad office. Photos by Kris De Decker.
Image: Digital nomad office. Photo by Kris De Decker.
Image: Digital nomad office. Photo by Kris De Decker.

Renewable power plant

Although we built only one solar panel support structure, the handcart platform is large enough to support a total of four 100-watt solar panels. That would provide us with 400 watts of solar power for a concert or emergency power, for example. The handcart can also transport the two bike generators Low-tech Magazine has in Barcelona. 5Consequently, the cart enables us to quickly provide power within a radius of several kilometers, at any time of the day. The handcart could also be wheeled into a sunny spot during the day, charging a battery bank to power a household during the night and in bad weather.

Mobile home

If you want to get back home the same day, the handcart’s range is roughly 40-80 km (8-16 hours of walking, back and forth). However, at least in my case, nobody obliges me to come back home the same day. I could use the handcart for longer voyages, especially since it offers me a place to sleep.

The four supporting legs that make loading and unloading the cart more practical can also be used to turn the vehicle into a bed. After Kozimo went back to the Netherlands, I bought a foldable mattress that fits neatly on the platform. During a trip, I can store the other cargo under the cart at night. Alternatively, I could push a passenger who’s lying in the bed, turning the vehicle into an adult version of a baby stroller.

Images: A foldable sleeping mattress on the handcart. Photos by Kris De Decker.
Images: A foldable sleeping mattress on the handcart. Photos by Kris De Decker.
Image: A mosquito net covers the handcart with a sleeping mattress. Photo by Kris De Decker.
Image: A mosquito net covers the handcart with a sleeping mattress. Photo by Kris De Decker.

Kozimo also made four supporting legs that are almost two meters long. I can use them to erect a tent around the bed, and cover the structure with modern tent materials, wool blankets, or a mosquito net. The large poles can also dry laundry. Furthermore, I could use the supporting legs in various combinations to convert the cart into a podium, expo stand, market stand, or a cinema or presentation screen.

The seat, table, solar panel, sleeping mattress, and longer poles can all be carried on the handcart simultaneously, leaving ample space for other luggage. That means that I could potentially work, live, and travel in the vehicle, turning it into a nomadic home. It fits somewhere between the tiny house on wheels, the tipi, and the homeless shack. Rents got very expensive in Barcelona, so I may as well give it a try.

Image: The handcart is packed for a longer trip. Photo by Kris De Decker.
Image: The handcart is packed for a longer trip. Photo by Kris De Decker.

Sailing and roller skating the handcart

Finally, Kozimo made a small sail for the handcart to help pull a heavy load in a good wind; the vehicle is sometimes used along the coast. Of course, we got the inspiration from the use of sails on the historical Chinese wheelbarrow. For a longer trip, the sail fits on the cart, so I could use it whenever the opportunity arises.

Images: The handcart with a 1m2 sail. Model: Iris De Decker. Photos by Kris De Decker.
Images: The handcart with a 1m2 sail. Model: Iris De Decker. Photos by Kris De Decker.

We could increase the speed of the handcart by using a larger sail, and combining it with roller blades, inline skates, or a skateboard. In that case, the cart would pull the driver in good winds. It’s also possible to push the cart while using roller blades, inline skates, or an electric unicycle, without a sail. For now, we did a first small test on flat terrain using inline skates, with very good results. If you would take enough cargo, the kinetic energy of a skate-powered handcart would regularly pull you forward even without a sail.

The higher speeds of these configurations obviously introduce more risk and, most likely, trouble with the police. Higher speeds require ample space, free of pedestrians. That almost always pushes the handcart on the road, between the cars, as most cycle paths are not wide enough. However, it shows that sustainable vehicles could take many different forms if only we would give them the space to flourish. There are more than enough roads suitable for sailing and roller-skating handcarts; we need to empty them of cars and vans.

Images: Julia Steketee drives the handcart on online skates. Photos by Kris De Decker.
Images: Julia Steketee drives the handcart on online skates. Photos by Kris De Decker.

  1. Bulliet, Richard W. The wheel: inventions and reinventions. Columbia University Press, 2016. ↩︎ ↩︎

  2. How to downsize a transport network: The Chinese wheelbarrow, Kris De Decker, Low-tech Magazine, 2011. https://solar.lowtechmagazine.com/2011/12/how-to-downsize-a-transport-network-the-chinese-wheelbarrow/ ↩︎

  3. You could build a handcart with stronger wheels, either heavy-duty wheelchair wheels (available up to 350 kg) or cargo-bike wheels. However, stronger wheels are likely wider, which increases rolling resistance. It would also become more difficult to push these heavier loads up a steep incline. ↩︎

  4. How to get your apartment off-the-grid, Kris De Decker, Low-tech Magazine, 2016. https://solar.lowtechmagazine.com/2016/05/how-to-get-your-apartment-off-the-grid/ ↩︎

  5. How to build a practical household bike generator, Kris De Decker & Marie Verdeil, Low-tech Magazine, 2022. https://solar.lowtechmagazine.com/2022/03/how-to-build-a-practical-household-bike-generator/ ↩︎

Wednesday assorted links

1. On health care price transparency.

2. Interview with Sindarov’s trainer.

3. Tariff increases are contractionary.

4. Progress Conference 2026.

5. U.S. manufacturing capacity has been growing for sixteen consecutive quarters.

6. Dean Ball book on AI is coming.

7. DEI statement requirements in academic hiring have more than halved within a year.

8. Christopher Phelan nominated to be CEA chair.

The post Wednesday assorted links appeared first on Marginal REVOLUTION.

       

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The Slide

They don’t want to hear it.

They don’t.

It is legit good feedback. It is substantive, and it is 100% true, but they do not want to hear it.

How do you know this? You’ve provided the feedback several times. Three different variants of the critical feedback, and each time, the response is one of these:

  • “I know, I know. I’m working on it.” They are not.
  • An immediate, abrupt topic change. What?
  • (My favorite) Twisting the feedback and making it about you. Impressive.

This is not a bad employee, this is not a person incapable of changing, and this is most certainly not an adversarial situation.

They don’t want to hear it.

Not a Trick

I have a move. It’s not a guarantee, but if you’ve tried the obvious approaches, if you’ve tried straight talk, and if you’ve made no progress, I offer The Slide.

There are prerequisites for The Slide:

  1. You’ve tried a couple of different approaches to giving this feedback. They’ve heard it, but they have not acted.
  2. You have high confidence that if they actually absorbed the feedback and acted on it, they’d attempt to change. Somewhere in the back of their head, past the denial, you know they’ll get it.
  3. You’ve had to learn the same lesson in your professional career.

I can not tell you when to deploy The Slide, the opportunity will present itself when the person who needs the feedback, once again, complains or otherwise comments on the by-product consequence of their negligence. Yes, it’s infuriating because if they just listened to you, they’d have a stronger set of tools to tackle the problem, but bury that and Slide ’em:

Them: “Yeah, and isn’t just the endless meetings, it’s the fact that I don’t have anyone on the team who can do the meetings. Francis is deep in backend debugging, Jake isn’t ready to run that meeting, and Jason, well, Jason doesn’t know what he doesn’t know.”

Sweet, sweet irony. Take a deep breath and Slide:

“Back at Pinterest, we didn’t have a CTO. I was the VP of Engineering, and had this loose collection of very bright senior engineers who wanted to help. Problem was… me. Whenever a CTO-class problem came up, I’d try to be the CTO, which meant I wasn’t being the VP of Engineering. After a bit, I was doing poorly at both jobs.”

Them: “Poorly, how? What’d you do?”

“It’s mostly the sense of ‘Is there enough time in the day?’ If the answer to that question is ever ‘no’, then I’m doing poorly. Doesn’t hurt when others point that out, too. After a few months of barely treading water, I gathered together the senior engineer leaders, and we built a small council. When CTO problems arrived, we gave it one of them. They drove, but they relied on the other members and me to get it done.”

So, what feedback had I been attempting and failing to give this mysterious former manager prior to this bearing of my soul? Correct. Delegation. The single biggest challenge for new managers — giving up the responsibility for the product… for the building. Learning how to give accountability for projects of significance to the team. It’s an essential set of complex skills involving trust, communication, and, most importantly, judgment. Failure to understand delegation is failing to be a leader. Senior or not.

My thesis is why this skill is hard to learn; the reason they don’t want to hear this feedback is that it contradicts the valuable core engineering skills that got them the role in the first place. The Slide is you gently sliding up right next to that discomfort, that contradiction, and not accusing, not lecturing, just telling the story of that time you learned the thing.

Not a Guarantee

Why won’t they listen? What is it about this particular habit or behavior that has this capable, smart, and reasonable human ignore the advice of a seasoned, well-informed, and trusted leader?

The answer is usually fear. The variants of fear that apply here are as numerous as the situations, but fear is fear. They have an inner monologue about this topic, “I will be less if I do this. I will have failed if I don’t achieve. I should have known. They will finally know I am a fraud.”

You will never diagnose the fear, but slide up next to them and tell them about the time you were scared, too.

Hegseth Is No George Washington: The Influenza Vaccination Edition

Defense Secretary Hegseth, unaware that one of the key reforms George Washington enacted while commanding the Continental Army was to institute a smallpox inoculation program, let it rip with this policy brain fart (boldface mine):

The military will no longer require U.S. troops to receive the annual flu vaccine, Defense Secretary Pete Hegseth said Tuesday, rolling back what he described as an “overly broad” mandate that had been in place for seven decades.

“We’re seizing this moment to discard any absurd, overreaching mandates that only weaken our war-fighting capabilities,” Hegseth said in a video posted to his social media channels. “In this case, this includes the universal flu vaccine and the mandate behind it.”

Hegseth said that under a new policy, soldiers would be able to take the vaccine if they believed it was in their best interest, billing it as an effort to “restore freedom and strength to our joint force.”

“But we will not force you, because your body, your faith and your convictions are not negotiable,” he said…

The U.S. military first mandated the flu vaccine in 1945, at the end of World War II — in part to hedge against the threat of biological warfare and because the great influenza pandemic of 1918 to 1920 had crippled American troop readiness during World War I, killing more than 26,000 American soldiers. The mandate was briefly withdrawn in 1949 but reinstated in the 1950s.

It is as if the entire Trump administration is full of Michael Browns (of “Heckuva job Brownie” infamy), though that is arguably unfair to Michael Brown, since he was just unqualified, not delusionally stupid. Snark aside, it is clear that the Republican Party line regarding vaccination is that, while there might be some very sick people who benefit from vaccination, everyone else is more at risk from vaccination than from the disease itself, which is foolish. Influenza is not fun, and it is not just a cold.

Meanwhile, if you think HHS is going to step in here, yesterday HHS Secretary Kennedy talked about “cleaning up the risk pool”, so eugenics is back on the menu, boys!

But there were no differences between the two parties, amirite?

Links 4/21/26

Links for you. Science:

The antibiotic trap: Easy access to desperately needed drugs has made India the global accelerant of our antimicrobial resistance crisis (don’t think we can lay MRSA on India though)
You need to make AI guidelines for your lab
The machines are fine. I’m worried about us.
Man’s First Best Friend
Seizure of 2,000 ants at Nairobi airport highlights the hidden scale of insect trafficking
FY2027 Budget Request Slashes Billions in Science Funding

Other:

Donald Trump, Wrecker of American Empire: The president has done more damage to American power than anyone in history.
ICE in Hell’s Kitchen: Why ‘Daredevil: Born Again’ Can Go Where ‘The Pitt’s ICE Episode Couldn’t
A star scientist showed that better genetics lessons could reduce racism. It was the death knell for his career
Scientists invented a fake disease. AI told people it was real
Big Law Firms Who Surrendered to Trump’s Demands Ended up Losing
Trump Believes in “Madman Theory.” But He’s Actually a Madman
Gov. Spanberger signs bill to end the renewal of Robert E. Lee license plates in Virginia
MAGA Dolt Hegseth Accidentally Reveals Big Hole in Trump Victory Claim
Why Latinos Join ICE
National Park Service Faces “Catastrophic” Changes Amid History Bans And Employee Cuts
Mahmoud Khalil wants to reassure you
Why We’re Removing Our Programmatic Ads
Note to Democrats: Paying taxes is not a moral failing
25 Thoughts On The Humiliation Of Donald Trump
NOW WHAT WILL HE SCREW UP?
Republicans Chose Armageddon Over Checking Trump—They Just Got Lucky
The Next Democratic Candidate for President Should Run as a China Hawk
Trump’s not just pretending to be a madman. He actually is one.
Dare to be ‘cringe’
Why MAGA men actually loathe tradwives
The New York Times Got Played By A Telehealth Scam And Called It The Future Of AI
Trump administration to end civil rights settlements for trans students
Minneapolis releases video that undermines ICE claims about non-fatal shooting
It Should Be a Bigger Story That the President of the United States Is Fucking Insane
Public health takes center stage in US midterm campaigns: ‘It’s already been politicized’
“The problem is Sam Altman”: OpenAI Insiders don’t trust CEO
Dems’ No Tax Proposals Are Reactionary Garbage. Lower taxes are no substitute for a safety net
Your Loved One Is Stuck in Immigration Detention. It Will Cost $25,000 to Get Them Out.
Newly Obtained Video of Minneapolis Shooting Undermines ICE Account. Prosecutors did not watch video of the nonfatal shooting until weeks after charging the wounded man, an official said.
3-year-old suffered sexual abuse during months in immigration custody, family alleges

Moral Economics, on the Armchair Expert podcast

At the Armchair Expert podcast, Dax Shepard interviewed me in anticipation of the May publication of my book Moral Economics: From Prostitution to Organ Sales, What Controversial Transactions Reveal About How Markets Work  

 

Here's the video (which was recorded last month at their studio in LA): 

ICE Uses Graphite Spyware

ICE has admitted that it uses spyware from the Israeli company Graphite.

Ending the Occupational Licensing Racket

VinNews: The Rockland County Legislature approved amendments to the Home Improvement Law, dissolving the existing Home Improvement Licensing Board and shifting primary licensing authority to the Legislature itself…Under the new rules, the former licensing board will be reduced to an advisory role, losing its power to issue or revoke licenses. Licensing responsibilities will now fall under the Rockland County Legislature…

This is an interesting change and worth studying. In the Licensing Racket, which I reviewed for the WSJ, Rebecca Haw Allensworth emphasizes that occupational licensing boards put the fox in charge of the chickens:

Governments enact occupational-licensing laws but rarely handle regulation directly—there’s no Bureau of Hair Braiding. Instead, interpretation and enforcement are delegated to licensing boards, typically dominated by members of the profession. Occupational licensing is self-regulation. The outcome is predictable: Driven by self-interest, professional identity and culture, these boards consistently favor their own members over consumers.

Ms. Allensworth conducted exhaustive research for “The Licensing Racket,” spending hundreds of hours attending board meetings—often as the only nonboard member present. At the Tennessee board of alarm-system contractors, most of the complaints come from consumers who report the sort of issues that licensing is meant to prevent: poor installation, code violations, high-pressure sales tactics and exploitation of the elderly. But the board dismisses most of these complaints against its own members, and is far more aggressive in disciplining unlicensed handymen who occasionally install alarm systems. As Ms. Allensworth notes, “the board was ten times more likely to take action in a case alleging unlicensed practice than one complaining about service quality or safety.”

Moving regulation out of the hands of the regulated could be an improvement but there are also advantages to self-regulation. See my review for other reform possibilities.

Hat tip: Heshy.

The post Ending the Occupational Licensing Racket appeared first on Marginal REVOLUTION.

       

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Related Stories

 

Butterfly (Papillon)

Painting of swimmers on starting blocks at a pool, crowd in background, vibrant colours and stylised brushstrokes.

Crafting each frame by hand, an animator paints the story of an Olympic swimmer’s return after surviving the Holocaust

- by Aeon Video

Watch on Aeon

Politics Chat, April 21, 2026

Politics Chat, April 21, 2026

Earth Day | Talk & Draw with Liza Donnelly & Heather Cox Richardson

Earth Day is tomorrow, and Liza Donnelly and I are celebrating with a drawing!

And about the film I mention in the introduction: “Women Laughing.” It’s a look at the women who have drawn cartoons for the New Yorker throughout its history, and their cartoons, shown in the film, will get you laughing. But I was fascinated by the examination of art in the (quite short) film. As the cartoonists explained, their art reflected their own internal vision, and yet it speaks to huge audiences. That universality, in turn, creates a community that both reflects and changes society.

When I teach writing, I talk a lot about the relationship between writer and material, and how, if you think your work through well and manage to execute it even 80% as you envision it, a piece speaks to an audience. But I have never thought about those relationships for cartoons, which are more immediately influential than words (think of Herblock’s extraordinary commentary on Watergate in the Washington Post, for example). I have continued to think about the film since seeing it, and will teach it in the future. Anyone interested in these issues might want to take a look.

If I manage this right, information about it should be here: Women Laughing.

Happy Earth Day!

Oh, and Liza can be found here, at Seeing Things.

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Fecklessly Failing

I want to like Will O'Neill

Will O’Neill is the head of the Orange County Republican Party, and a guy I’d prefer to like.

I’m not just saying that. Will is a local guy. He’s read some of my books. As Newport’s mayor, he wasn’t entirely vile. So, sometimes, I think, “Maybe, just maybe …”

Then he drops jewels like this …

I ask this, sincerely, of Will O’Neill: Why should anyone (left or right) take you seriously when you never, ever, ever apply your “standards” to your own side? You’re upset about the undermining of the media? Really, bruh? This bothers you? Because it’s weird that we’ve never (not once) heard you mention the White House press briefings now being less about mainstream media and more about the packing in of hard-right hacks like Riley Gaines and Mike Lindell’s “network.” It’s weird that we’ve never (not once) heard you criticize Donald Trump for attacking one woman reporter after another after another. For their low IQ. For their looks. It’s weird that we’ve never (not once) seen you question Pete Hegseth’s bizarre savaging of journalists. It’s weird that we’ve never (not once) seen you defend minority reporters being dismissed as DEI hires.

You’re upset about journalism under attack? Let’s discuss NPR. Let’s discuss Armed Forces Radio. Let’s discuss a president tagging the press as the enemy of the people.

Will, fuck, let’s discuss the two journalists you say are doing “great work”—Jennifer Van Laar and Katy Grimes. One (Van Laar) is actively campaigning for Spencer Pratt to become Los Angeles’ mayor. The other (Grimes) is a right-wing hack pretending to be moderate.1

I truly don’t know what happened to you. But I also know, as your party drowns beneath the vomit of a president you refuse to condemn, your words grow less and less important and more and more pathetic.

1

A trusted colleague reached out to me, RE: Grimes. And wrote this: “There is only a very small percentage of people in the world and, in a smaller subset, the Capitol community that I truly dislike. I even get along quite well with most of the Republicans around the Capitol. But Katy Grimes… I dislike her intensely. Her investigative journalism consists of her sitting in the back of the chamber during a Senate or assembly session and then going and writing a column for the California Globe, where she trashes everything that went on that day. I have never in my many years of being around this Capitol even seen her talk to any lawmaker, except for the most hard-core Republicans. She is a fucking joke and not a single member of the press corps takes her seriously.”

April 21, 2026

There is the unmistakable feeling that the wheels are coming off the MAGA bus.

Alayna Treene and Kevin Liptak of CNN reported last night that by the end of last week, negotiators for the U.S. and Iran appeared to be on the verge of hammering out an end to hostilities before the two-week ceasefire ends on Wednesday. Then Trump took to the media to crow that Iranian leaders had “agreed to everything,” including the removal of its enriched uranium, and that “Iran has agreed never to close the Strait of Hormuz again.” He promised that Iran had agreed to end its nuclear program forever and that talks “should go very quickly.” Trump declared the breakthrough was “A GREAT AND BRILLIANT DAY FOR THE WORLD!” and asked why media outlets questioning the alleged deal didn’t “just say, at the right time, JOB WELL DONE, MR. PRESIDENT?”

Iranian negotiators said Trump’s claims were false and that if he didn’t remove the U.S. blockade of Iranian ports, they would reclose the Strait of Hormuz they had just opened. “The Iranians didn’t appreciate [Trump] negotiating through social media and making it appear as if they had signed off on issues they hadn’t yet agreed to, and ones that aren’t popular with their people back home,” a source told Treene and Liptak.

Over the weekend, Iranians closed the strait and the U.S. fired on an Iranian vessel. On Sunday, even as two senior U.S. government officials were on television saying Vice President J.D. Vance would lead a new round of talks in Pakistan, Trump was on the phone telling reporters that he wouldn’t. On Monday, Trump told a reporter that Vance was in the air about to touch down in Pakistan just minutes before Vance’s motorcade arrived at the White House.

After Iranian officials said today they were not sure they would respond to U.S. positions or go to Pakistan for talks, Vance’s trip has been put on hold. Iran’s Foreign Ministry spokesperson, Esmail Baghaei, complained of “contradictory messages, inconsistent behavior and unacceptable actions by the American side,” on Iran’s state media.

For his part, Trump blamed the Democrats for the chaos in U.S. diplomacy. “The Democrats are doing everything possible to hurt the very strong position we are in with respect to Iran,” his social media account posted yesterday. The post insisted “it will be done RIGHT, and we won’t let the Weak and Pathetic Democrats, TRAITORS ALL, who for years have been talking about the Dangers of Iran, and that something has to be done, but now, since I’m the one doing it, belittle the accomplishments of our Military and the Trump Administration. This is being perfectly executed, on the scale of Venezuela, just a bigger, more complex operation.”

As David S. Bernstein of Good Politics/Bad Politics noted, Trump’s account this morning reposted another account claiming that Iran was preparing to execute eight women, showing AI-generated images of them. Trump posted: “To the Iranian leaders who will soon be in negotiations with my representatives: I would greatly appreciate the release of these women. I am sure that they will respect the fact that you did so. Please do them no harm! Would be a great start to our negotiations!!!” As Bernstein put it: Trump urged Iran “to start peace negotiations by releasing non-existent, AI-generated women some rando posted about on X.”

Alan Rappeport of the New York Times reported today that Trump is considering using money from the U.S. Treasury to shore up the finances of the oil-rich United Arab Emirates, which have been hurt by the Iran war. After the story appeared, Zach Everson of Public Citizen pointed out that Sheikh Tahnoon bin Zayed Al Nahyan, who controls the sovereign wealth of the United Arab Emirates, has directed hundreds of millions to Trump personally, buying 49% of the Trump family’s World Liberty Financial and investing $2 billion of WLF’s USD1 stablecoin.

Tonight, Trump announced he is extending the ceasefire with Iran until Iran comes up with a proposal to end the fighting permanently. Iran has responded by saying Trump’s extension “means nothing” and suggested it was a “ploy to buy time for a surprise strike.”

According to a new poll out today from Strength in Numbers/ Verasight, conducted between April 10 and April 14, just 35% of U.S. adults approve of Trump’s job performance. Sixty-one percent disapprove, a new low. Seventy-two percent of Americans disapprove of the way Trump is handling rising prices. In a generic ballot for Congress, voters prefer Democrats over Republicans by 50% to 43%, a margin of seven points.

Administration officials’ approach to the midterm elections seems to be to continue to sow distrust of elections. Following Patel’s claim, on Sunday, that there would soon be arrests stemming from the 2020 presidential election, Harmeet Dhillon, assistant attorney general of the Civil Rights Division of the Department of Justice (DOJ) released a letter from April 14 demanding that a Wayne County, Michigan, elections official give it records from Wayne County and Detroit from 2024 and alleging that there was fraud in 2020. Although Trump won Michigan, he lost Wayne County by almost 250,000 votes.

Michigan attorney general Dana Nessel and secretary of state Jocelyn Benson wrote in the Detroit Free Press that “this demand isn’t about election integrity—it’s about a weaponized DOJ trying to please a president who doesn’t want to be held accountable at the ballot box by voters tired of the chaos of his administration. It’s also about the upcoming elections in November and in 2028, which he is working to discredit by sowing doubt as to the security and fairness of the process. It’s not going to work with us, and it’s not going to hold up in court,” they wrote. “Michigan’s elections are safe and secure.”

Trump seems, though, to be courting the base that in 2021 attacked the U.S. Capitol to try to keep him in power. After offending his base first by posting an image of himself as Jesus Christ and then by insulting Pope Leo XIV, Trump is participating this week in an event called “America Reads the Bible.” Kaanita Iyer and Aleena Fayaz of CNN report that Trump is expected to read 2 Chronicles 7:11–22 from the Oval Office. The same verse was read by Cowboys for Trump founder Couy Griffin at the January 6, 2021, insurrection, and is associated with white evangelicals’ belief God sent Trump to heal America.

Trump’s vulnerability is showing on Capitol Hill. In Public Notice today, Noah Berlatsky examined House speaker Mike Johnson’s no good, very bad day last Thursday. With a Republican majority in the House of only three seats and a dramatically weakened president, Republican House members handed Johnson two embarrassing losses on Thursday.

First, Republicans joined with Democrats first to pass a discharge petition to force a vote on a measure to protect the Temporary Protected Status (TPS) for 350,000 Haitian immigrants, and then they passed the measure itself.

Trump’s administration has left his claims to want to deport undocumented criminals far in the dust, working hard to get rid of legal immigrants as well. When she was homeland security secretary, Kristi Noem ignored the requirements for evaluating TPS and simply refused to agree to routine extensions of TPS for people from Venezuela, Haiti, Honduras, Nicaragua, Nepal, Ukraine, Afghanistan, and Cameroon.

Haitian TPS holders sued, noting Noem’s apparent racial animus as a driving factor in her decision and that Haiti remains dangerous in the wake of the 2010 earthquake that destabilized the country. In February, U.S. District Judge Ana Reyes paused the loss of Haitian immigrants’ TPS until the lawsuit works its way through the courts. Last month, Representative Ayanna Pressley (D-MA) brought a discharge petition to force a vote on a measure to restore TPS to Haitian immigrants.

Johnson has tried to do Trump’s bidding even though it means ignoring what members of Congress actually want. It is possible for members to force a measure to the floor even after the speaker bottles it up through something called a “discharge petition,” by getting a majority of members of Congress to agree to override the speaker, but such an action is exceedingly rare because it requires members of the majority to side with the minority against their own speaker. Or it was exceedingly rare before this Congress. Herb Scribner of Axios noted last year that there were seven successful discharge petitions in the 30 years between 1985 and 2015; there were the same number from 2023 to 2025.

Four Republicans, all of them from purple districts, joined all the Democrats to sign Pressley’s discharge petition. Then when the measure came up for a vote, six more Republicans voted in favor of it. As Berlatsky notes, the bill probably won’t pass the Senate, but not only did it demonstrate Johnson’s weakness, it also, as Jamie Dupree of Regular Order noted, was a real rebuke to Trump on immigration. And it was bipartisan.

That was not the end of Johnson’s bad day. The Foreign Intelligence Surveillance Act (FISA) of 1978 was scheduled to expire on April 20, and Trump and Republican loyalists wanted simply to renew it. But members of both parties have issues with Section 702 of that act, which allows the government to collect information about the communications of foreigners without getting a warrant from a judge. But there are increasing signs the government is also collecting data from Americans without a warrant, and members of both parties concerned about government overreach have refused to extend the law without reforms to 702.

Republican leaders tried to force through a five-year extension just after midnight on Friday, but while four Democrats voted in favor of the measure, twelve Republicans voted against it, sending the measure down to a loss by 20 votes. Then Johnson tried to push through an 18-month extension. Twenty Republicans voted against even considering it. Finally, the House agreed to extend the law for just ten days.

Today, Virginians passed a redistricting referendum that will boost the Democrats’ chances of winning four more seats in the U.S. House. Redistricting in the middle of a decade is rare, but after Trump pressed Texas to rejigger its maps to give Republicans more House seats, California retaliated with its own temporary redistricting to offset the new Texas seats. Other states followed suit. As David A. Lieb of the Associated Press explained today, Republicans currently believe that their redistricting of Missouri, North Carolina, Ohio, and Texas will net them nine more seats. Democrats think their redistricting of California, along with a court-ordered redistricting of Utah, will get them an additional six seats. They are hoping that redistricting Virginia temporarily will make up the difference.

Zachary Roth of Democracy Docket noted that Trump ally Steve Bannon warned on his podcast Monday that “Democrats are demonic” and said that if allowed to have power, they will impeach Trump. “Not just, are they going to take power and use these four seats to impeach Trump?” he said, “But they’re going to use this as a template for the rest of the country. It’s coming.”

Notes:

https://www.npr.org/2026/02/03/g-s1-108463/judge-blocks-ending-protections-haitians

https://apnews.com/article/virginia-redistricting-election-congress-trump-78e0e68100119011b1b439634f6b6fa1

https://www.democracydocket.com/news-alerts/bannon-warns-demonic-dems-will-impeach-trump-if-they-win-virginia-redistricting-vote/

https://www.cnn.com/2026/04/20/politics/social-media-posts-trump-iran-deal

https://www.nytimes.com/live/2026/04/21/world/iran-us-war-trump-news/heres-the-latest?smid=url-share

Strength In Numbers
Trump approval falls to 35% as rating on handling prices hits a record -46
This article reports results from the April 2026 Strength In Numbers/Verasight poll. You can read our previous poll releases here. Subscribers to Strength In Numbers have access to additional visuals and a full archive of crosstabs here, and can suggest questions for future polls via the comments section below…
Read more

https://www.freep.com/story/opinion/contributors/2026/04/19/trump-doj-nessel-benson-wayne-county-ballot-election-2024/89660271007/

https://www.nbcnews.com/politics/elections/justice-department-demands-michigan-county-turn-2024-ballots-rcna340891

https://www.cnn.com/2026/04/19/politics/trump-bible-reading-oval-office

Public Notice
Speaker Johnson's beginning of the end
Read more

https://www.npr.org/2026/02/03/g-s1-108463/judge-blocks-ending-protections-haitians

https://www.axios.com/2025/12/17/gop-mike-johnson-aca-vote-discharge-petitions-list

https://www.nytimes.com/2025/09/15/us/politics/trump-uae-chips-witkoff-world-liberty.html

https://www.nytimes.com/2026/04/21/business/economy/us-uae-financial-support.html

https://www.cnn.com/2026/04/21/world/live-news/iran-war-us-trump-israel

https://www.cnn.com/2026/04/21/world/live-news/iran-war-us-trump-israel?post-id=cmo95bdij0000356ts2h1jt8o

https://www.nbcnews.com/politics/2026-special-elections/virginia-ballot-measures

Bluesky:

artcandee.bsky.social/post/3mjwzsw3xxs2r

dbernstein.bsky.social/post/3mjz7drz6a22x

jamiedupree.bsky.social/post/3mjn2sj4soc2c

zacheverson.com/post/3mjzokffwjs2w

davetait.bsky.social/post/3mjsfnh5vas2e

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 ★ 

Trump on Tim Apple

The president of the United States, on his blog this morning (all capitalization, punctuation, and missing/wrong words verbatim):

I have always been a big fan of Tim Cook, and likewise, Steve Jobs, but if Steve was not taken from the Planet Earth so young, and ran the company instead of Tim, the company would have done well, but nowhere near as well as it has under Tim. For me it began with a phone call from Tim at the beginning of my First Term. He had a fairly large problem that only I, as President, could fix. Most people would have paid millions of dollars to a consultant, who I probably would not have known, but who would say that he knew me well. The fees would be paid but the job would not have gotten done. When I got the call I said, wow, it’s Tim Apple (Cook!) calling, how big is that? I was very impressed with myself to have the head of Apple calling to “kiss my ass.” Anyway, he explained his problem, a tough one it was, I felt he was right and got it taken care of, quickly and effectively. That was the beginning of a long and very nice relationship. During my five years as President, Tim would call me, but never too much, and I would help him where I could. Years latter, after 3 or 4 BIG HELPS, I started to say to people, anyone who would listen, that this guy is an amazing manager and leader. He makes these calls to me, I help him out (but not always, because he will, on occasion, be too aggressive in his ask!), and he gets the job done, QUICKLY, without a dime being given to those very expensive (millions of dollars!) consultants around town who sometimes get it done, and sometimes don’t. Anyway, Tim Cook had an AMAZING career, almost incomparable, and will go on and continue to do great work for Apple, and whatever else he chooses to work on. Quite simply, Tim Cook is an incredible guy!!! President DONALD J. TRUMP

Matthew Yglesias, on Twitter/X, first:

You can see in Trump’s take on Tim Cook what he really likes about tariffs, which is nothing to do with economics and everything about how it makes business leaders dependent on his goodwill.

and second:

Also appreciate that Trump threw in a hot take about Apple being better off without Steve Jobs.

The man loves to post!

Yglesias is exactly right re: Trump’s obsession with tariffs. There is zero underlying economic philosophy behind them. He likes tariffs because he sees them as a way to exert political power. I’d add only that Yglesias is being a tad deferential/euphemistic when he says “makes business leaders dependent on his goodwill”. Trump himself used the right phrase to describe why he likes tariffs — they get business leaders to “kiss his ass”. Trump’s own words.

Yglesias’s second point is directly related to the first. There’s no evidence that Trump and Jobs ever met, personally, but Trump admired Jobs and has an intuitive understanding that Jobs would not have kissed his ass, and to Trump, that’s the most important thing about Cook. Rightly or wrongly, Cook took/takes that one for the team. Jobs wouldn’t have (and, if he had lived, would have probably sent COO Tim Cook to do it), and Trump knows it.

Lastly, hat tip to Trump for the self-deprecating reference to his having mistakenly addressed Cook as “Tim Apple” at a public meeting back in 2019. He’s still funny when he’s in the right mood.

Bonus: Mekka Okereke color-coded each sentence of Trump’s post in four categories: (1) praise for Cook; (2) belittling other people; (3) self glorification; and (4) putting his own name in all caps.

 ★ 

The empirically inscrutable climate-economy relationship

From Finbar Curtin and Matthew G. Burgess, here is the paper.  Here is the thread, worth a read.  Important stuff, I hope to hear more about this.  The whole climate to gdp transmission thing does not seem to be working very well?

The post The empirically inscrutable climate-economy relationship appeared first on Marginal REVOLUTION.

       

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The Great Reset At OpenAI — EP 67 Sam Altman And Greg Brockman

Sam Altman and Greg Brockman came on Core Memory together for a ten-year look back at OpenAI. It’s also the first time they’ve done a media podcast together.

We juiced every second of our 90 minutes with the cofounders of OpenAI. We got into the company restructuring. Why Sora got cut. Why the social network is dead. The “personal AGI” that knows your calendar and your taste and books the concert ticket without asking. Sam said he’s worried Elon Musk will drop the lawsuit before it gets to court. Read that however you want.

There’s new OpenAI tech on the horizon too — a model that “makes ridiculously great images,” another that’s allegedly better at writing.

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Ashlee pressed them on American manufacturing and whether we’re cooked. Sam says OpenAI will go so far as producing their own actuators for robots. We discussed the possibility of a real permanent underclass, the two futures Sam sees, and the third one Greg wants instead. Safety. Anthropic. The Mythos thing. Sam also talked, briefly, about the days after the attacks on his home.

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Is Claude Code going to cost $100/month? Probably not - it's all very confusing

Anthropic today quietly (as in silently, no announcement anywhere at all) updated their claude.com/pricing page (but not their Choosing a Claude plan page, which shows up first for me on Google) to add this tiny but significant detail (arrow is mine, and it's already reverted):

Screenshot of the Claude pricing grid - Compare features across plans. Free, Pro, Max 5x and Max 20x all have the same features, with the exception of Claude Code which is on Max only and Claude Cowork which is on Pro and Max only. An arrow highlights the Claude Code for Pro cross.

The Internet Archive copy from yesterday shows a checkbox there. Claude Code used to be a feature of the $20/month Pro plan, but according to the new pricing page it is now exclusive to the $100/month or $200/month Max plans.

Update: don't miss the update to this post, they've already changed course a few hours after this change went live.

So what the heck is going on? Unsurprisingly, Reddit and Hacker News and Twitter all caught fire.

I didn't believe the screenshots myself when I first saw them - aside from the pricing grid I could find no announcement from Anthropic anywhere. Then Amol Avasare, Anthropic's Head of Growth, tweeted:

For clarity, we're running a small test on ~2% of new prosumer signups. Existing Pro and Max subscribers aren't affected.

And that appears to be the closest we have had to official messaging from Anthropic.

I don't buy the "~2% of new prosumer signups" thing, since everyone I've talked to is seeing the new pricing grid and the Internet Archive has already snapped a copy. Maybe he means that they'll only be running this version of the pricing grid for a limited time which somehow adds up to "2%" of signups?

I'm also amused to see Claude Cowork remain available on the $20/month plan, because Claude Cowork is effectively a rebranded version of Claude Code wearing a less threatening hat!

There are a whole bunch of things that are bad about this.

If we assume this is indeed a test, and that test comes up negative and they decide not to go ahead with it, the damage has still been extensive:

  1. A whole lot of people got scared or angry or both that a service they relied on was about to be rug-pulled. There really is a significant difference between $20/month and $100/month for most people, especially outside of higher salary countries.
  2. The uncertainty is really bad! A tweet from an employee is not the way to make an announcement like this. I wasted a solid hour of my afternoon trying to figure out what had happened here. My trust in Anthropic's transparency around pricing - a crucial factor in how I understand their products - has been shaken.
  3. Strategically, should I be taking a bet on Claude Code if I know that they might 5x the minimum price of the product?
  4. More of a personal issue, but one I care deeply about myself: I invest a great deal of effort (that's 105 posts and counting) in teaching people how to use Claude Code. I don't want to invest that effort in a product that most people cannot afford to use.

Last month I ran a tutorial for journalists on "Coding agents for data analysis" at the annual NICAR data journalism conference. I'm not going to be teaching that audience a course that depends on a $100/month subscription!

This also doesn't make sense to me as a strategy for Anthropic. Claude Code defined the category of coding agents. It's responsible for billions of dollars in annual revenue for Anthropic already. It has a stellar reputation, but I'm not convinced that reputation is strong enough for it to lose the $20/month trial and jump people directly to a $100/month subscription.

OpenAI have been investing heavily in catching up to Claude Code with their Codex products. Anthropic just handed them this marketing opportunity on a plate - here's Codex engineering lead Thibault Sottiaux:

I don't know what they are doing over there, but Codex will continue to be available both in the FREE and PLUS ($20) plans. We have the compute and efficient models to support it. For important changes, we will engage with the community well ahead of making them.

Transparency and trust are two principles we will not break, even if it means momentarily earning less. A reminder that you vote with your subscription for the values you want to see in this world.

I should note that I pay $200/month for Claude Max and I consider it well worth the money. I've had periods of free access in the past courtesy of Anthropic but I'm currently paying full price, and happy to do so.

But I care about the accessibility of the tools that I work with and teach. If Codex has a free tier while Claude Code starts at $100/month I should obviously switch to Codex, because that way I can use the same tool as the people I want to teach how to use coding agents.

Here's what I think happened. I think Anthropic are trying to optimize revenue growth - obviously - and someone pitched making Claude Code only available for Max and higher. That's clearly a bad idea, but "testing" culture says that it's worth putting even bad ideas out to test just in case they surprise you.

So they started a test, without taking into account the wailing and gnashing of teeth that would result when their test was noticed - or accounting for the longer-term brand damage that would be caused.

Or maybe they did account for that, and decided it was worth the risk.

I don't think that calculation was worthwhile. They're going to have to make a very firm commitment along the lines of "we heard your feedback and we commit to keeping Claude Code available on our $20/month plan going forward" to regain my trust.

As it stands, Codex is looking like a much safer bet for me to invest my time in learning and building educational materials around.

Update: they've reversed it already

In the time I was typing this blog entry Anthropic appear to have reversed course - the claude.com/pricing page now has a checkbox back in the Pro column for Claude Code. I can't find any official communication about it though.

Let's see if they can come up with an explanation/apology that's convincing enough to offset the trust bonfire from this afternoon!

Update 2: it may still affect 2% of signups?

Amol on Twitter:

was a mistake that the logged-out landing page and docs were updated for this test [embedded self-tweet]

Getting lots of questions on why the landing page / docs were updated if only 2% of new signups were affected.

This was understandably confusing for the 98% of folks not part of the experiment, and we've reverted both the landing page and docs changes.

So the experiment is still running, just not visible to the rest of the world?

Tags: ai, generative-ai, llms, anthropic, llm-pricing, ai-ethics, coding-agents, claude-code, codex-cli

Where's the raccoon with the ham radio? (ChatGPT Images 2.0)

OpenAI released ChatGPT Images 2.0 today, their latest image generation model. On the livestream Sam Altman said that the leap from gpt-image-1 to gpt-image-2 was equivalent to jumping from GPT-3 to GPT-5. Here's how I put it to the test.

My prompt:

Do a where's Waldo style image but it's where is the raccoon holding a ham radio

gpt-image-1

First as a baseline here's what I got from the older gpt-image-1 using ChatGPT directly:

There's a lot going on, but I couldn't find a raccoon.

I wasn't able to spot the raccoon - I quickly realized that testing image generation models on Where's Waldo style images (Where's Wally in the UK) can be pretty frustrating!

I tried getting Claude Opus 4.7 with its new higher resolution inputs to solve it but it was convinced there was a raccoon it couldn't find thanks to the instruction card at the top left of the image:

Yes — there's at least one raccoon in the picture, but it's very well hidden. In my careful sweep through zoomed-in sections, honestly, I couldn't definitively spot a raccoon holding a ham radio. [...]

Nano Banana 2 and Pro

Next I tried Google's Nano Banana 2, via Gemini:

Busy Where's Waldo-style illustration of a park festival with crowds of people, tents labeled "FOOD & DRINK", "CRAFT FAIR", "BOOK NOOK", "MUSIC FEST", and "AMATEUR RADIO CLUB - W6HAM" (featuring a raccoon in a red hat at the radio table), plus a Ferris wheel, carousel, gazebo with band, pond with boats, fountain, food trucks, and striped circus tents

That one was pretty obvious, the raccoon is in the "Amateur Radio Club" booth in the center of the image!

Claude said:

Honestly, this one wasn't really hiding — he's the star of the booth. Feels like the illustrator took pity on us after that last impossible scene. The little "W6HAM" callsign pun on the booth sign is a nice touch too.

I also tried Nano Banana Pro in AI Studio and got this, by far the worst result from any model. Not sure what went wrong here!

The raccoon is larger than everyone else, right in the middle of the image with an ugly white border around it.

gpt-image-2

With the baseline established, let's try out the new model.

I used an updated version of my openai_image.py script, which is a thin wrapper around the OpenAI Python client library. Their client library hasn't yet been updated to include gpt-image-2 but thankfully it doesn't validate the model ID so you can use it anyway.

Here's how I ran that:

OPENAI_API_KEY="$(llm keys get openai)" \
  uv run https://tools.simonwillison.net/python/openai_image.py \
  -m gpt-image-2 \
  "Do a where's Waldo style image but it's where is the raccoon holding a ham radio"

Here's what I got back. I don't think there's a raccoon in there - I couldn't spot one, and neither could Claude.

Lots of stuff, a ham radio booth, many many people, a lake, but maybe no raccoon?

The OpenAI image generation cookbook has been updated with notes on gpt-image-2, including the outputQuality setting and available sizes.

I tried setting outputQuality to high and the dimensions to 3840x2160 - I believe that's the maximum - and got this - a 17MB PNG which I converted to a 5MB WEBP:

OPENAI_API_KEY="$(llm keys get openai)" \
  uv run 'https://raw.githubusercontent.com/simonw/tools/refs/heads/main/python/openai_image.py' \
  -m gpt-image-2 "Do a where's Waldo style image but it's where is the raccoon holding a ham radio" \
  --quality high --size 3840x2160

Big complex image, lots of detail, good wording, there is indeed a raccoon with a ham radio.

That's pretty great! There's a raccoon with a ham radio in there (bottom left, quite easy to spot).

The image used 13,342 output tokens, which are charged at $30/million so a total cost of around 40 cents.

Takeaways

I think this new ChatGPT image generation model takes the crown from Gemini, at least for the moment.

Where's Waldo style images are an infuriating and somewhat foolish way to test these models, but they do help illustrate how good they are getting at complex illustrations combining both text and details.

Update: asking models to solve this is risky

rizaco on Hacker News asked ChatGPT to draw a red circle around the raccoon in one of the images in which I had failed to find one. Here's an animated mix of their result and the original image:

The circle appears around a raccoon with a ham radio who is definitely not there in the original image!

Looks like we definitely can't trust these models to usefully solve their own puzzles!

Tags: ai, openai, generative-ai, chatgpt, llms, text-to-image, llm-release, nano-banana

Quoting Andreas Påhlsson-Notini

AI agents are already too human. Not in the romantic sense, not because they love or fear or dream, but in the more banal and frustrating one. The current implementations keep showing their human origin again and again: lack of stringency, lack of patience, lack of focus. Faced with an awkward task, they drift towards the familiar. Faced with hard constraints, they start negotiating with reality.

Andreas Påhlsson-Notini, Less human AI agents, please.

Tags: ai-agents, coding-agents, ai

scosman/pelicans_riding_bicycles

scosman/pelicans_riding_bicycles

I firmly approve of Steve Cosman's efforts to pollute the training set of pelicans riding bicycles.

The heading says "Pelican Riding a Bicycle #1 - the image is a bear on a snowboard

(To be fair, most of the examples I've published count as poisoning too.)

Via Hacker News comment

Tags: ai, generative-ai, llms, training-data, pelican-riding-a-bicycle

The Vindication of Bidenomics

Consumer sentiment, which fell off a cliff in 2022, has declined further under Trump II. Indeed, according to the venerable Michigan Survey, it is at the lowest level ever recorded. Other measures, like the index of consumer confidence produced by the Conference Board, are somewhat less dismal but also show that Americans feel worse now than they did during the Biden years. And as the chart above shows, Americans — a crucial segment of whom voted for Trump because they believed his fabulist promises to bring prices down “on Day One” — are now saying that the Biden economy was better than the Trump II economy.

The question of why Americans are so negative about the economy is important, and I will have much more to say about that question in future posts. First, however, it will be necessary to dispel some widespread misperceptions — misperceptions that were especially acute during the Biden years. So today I’ll talk about what actually happened to ordinary Americans under Biden.

Let me address three issues in particular: Purchasing power, inequality, and the labor market.

Purchasing power: Biden had the misfortune of being president when there was a large jump in prices, a jump that was out of his control and happened around the world. This came as a shock to Americans after decades of low, stable inflation. From my post last week:

A graph showing a price increase

AI-generated content may be incorrect.

This price jump clearly depressed consumer sentiment. However, it’s often asserted that the jump in prices from 2021 through 2022 left most Americans substantially poorer. And that just isn’t true.

The next chart compares the rise in consumer prices to what has happened to the wages of ordinary workers since late 2019. Why start in 2019? Because average wage data in 2020 and much of 2021 were distorted by the pandemic, during which low-wage workers were disproportionately laid off. Using the eve of the pandemic as a baseline, we see that large increases in consumer prices were more than matched by large increases in wages:

Now, many people have the sense that prices are up more than the official numbers say. But the Bureau of Labor Statistics, which produces these numbers, is careful and scrupulous. And independent measures of prices, for example for groceries and rents, have generally been consistent with BLS estimates.

What is true is that the Consumer Price Index doesn’t take account of rising interest rates. In particular, monthly mortgage payments for new home buyers have risen much more than average wages, and the chart above doesn’t reflect that. But while this is a real issue, it isn’t consistent with complaints about huge, widespread declines in overall purchasing power.

OK, I can safely predict many hostile comments, not just from Trump supporters sure that the Biden economy was terrible but from people insisting that to point to rising real wages is to deny the struggles of working families. So let me say that throughout the past 5 years many millions of Americans have had a hard time making ends meet. But this is always true, in good times and bad. It was actually less true than usual during the Biden years, a period in which wages at the bottom rose more rapidly than wages at the top.

Which brings me to the question of inequality.

Inequality: The economist Peter Atwater coined the term “K-shaped economy” in 2020, to describe an economy in which those at the top get ahead while those at the bottom fall behind. The phrase has stuck, as has the narrative.

But what actually happened during the Biden years, at least in terms of wages, was the opposite. In 2023 and in subsequent work, David Autor, Arindrajit Dube, and Annie McGrew documented that there had in fact been an “unexpected compression” in which the wage gap between the highly paid and the less well paid suddenly narrowed.

Dube has a terrific new book out, The Wage Standard: What’s wrong in the labor market and how to fix it, which is a manifesto on how to improve the state of workers. I will lift a couple of charts relevant to the tale of inequality during the Biden years to illustrate my point.

The chart below plots annual real wage growth across the wage distribution for two periods in time. On the horizontal axis is the wage distribution. For example, a person at the 10th percentile is considered low income: they earn a wage that is at or below 90% of other Americans. Someone at the 90th percentile is high income: only 10% of Americans earn a wage higher than theirs.

The solid line shows annual real wage growth across the wage distribution for the years 1979 to 2019. The dashed line shows it for the years 2019 to 2024, the Biden years.

This chart shows that during the Biden years, real wages for the bottom 80 percent of workers grew substantially faster than they had over the previous 40 years. Moreover, growth was especially high at the very bottom of the wage distribution. This was the “unexpected compression”: because low-earning workers experienced faster wage growth than those with higher pay, the wage gap between low income workers and high income workers was squeezed during the Biden years.

Second, let’s look at a direct measure of wage inequality, the ratio of wages at the 90th percentile to wages at the 10thpercentile:

This ratio began rising under Ronald Reagan and was still near its peak on the eve of the pandemic at 4.8. But from 2020 to 2024 it declined substantially. America at the end of the Biden years was still a hugely unequal society, but less so than it had been for a generation.

Granted, stock prices rose substantially under Biden, and stock ownership is highly concentrated at the top. So the Biden economy was K-shaped in that sense. But if you think about it, it’s hard to see how rising prices for stocks, which are both bought and sold mainly by the richest 10 percent of the population, hurt those below.

So wage inequality fell dramatically during the Biden years. Is income inequality now rising again under Trump? There are faint hints in the data to that effect, but no more than that so far. One thing we do know, however, is that the force Dube identifies as the strongest driver of wage compression — a “tight” labor market — has largely disappeared.

The labor market: Dube’s thesis is that a tight labor market – one in which workers find it easy to get jobs and employers find it hard to get workers -- is essential to wage growth, especially among the low paid.

And for much of the Biden era the U.S. job market was very tight. For evidence, look at the Conference Board’s “labor market differential” — the difference between the percentage of people saying that jobs are plentiful and those saying that jobs are hard to get. That number is usually positive — we are an optimistic nation — but it was exceptionally positive during the Biden years:

(Via Haver Analytics)

So, why is it important to set the record straight about the Biden economy? We can’t rerun the 2024 election (although if we could, Kamala Harris would win.) But misperceptions about that economy may prevent us from appreciating policies — especially the strong response to the pandemic — that were actually very good, and which we should be prepared to emulate in future crises.

And understanding economic reality when consumer sentiment plunged is crucial to making sense of the vibecession debate, about which I’ll write more soon.

MUSICAL CODA

Don’t it always seem to go that you don’t know what you’ve got till it’s gone?

Quoting Bobby Holley

As part of our continued collaboration with Anthropic, we had the opportunity to apply an early version of Claude Mythos Preview to Firefox. This week’s release of Firefox 150 includes fixes for 271 vulnerabilities identified during this initial evaluation. [...]

Our experience is a hopeful one for teams who shake off the vertigo and get to work. You may need to reprioritize everything else to bring relentless and single-minded focus to the task, but there is light at the end of the tunnel. We are extremely proud of how our team rose to meet this challenge, and others will too. Our work isn’t finished, but we’ve turned the corner and can glimpse a future much better than just keeping up. Defenders finally have a chance to win, decisively.

Bobby Holley, CTO, Firefox

Tags: anthropic, claude, ai, firefox, llms, mozilla, security, generative-ai, ai-security-research

Changes to GitHub Copilot Individual plans

Changes to GitHub Copilot Individual plans

On the same day as Claude Code's temporary will-they-won't-they $100/month kerfuffle (for the moment, they won't), here's the latest on GitHub Copilot pricing.

Unlike Anthropic, GitHub put up an official announcement about their changes, which include tightening usage limits, pausing signups for individual plans (!), restricting Claude Opus 4.7 to the more expensive $39/month "Pro+" plan, and dropping the previous Opus models entirely.

The key paragraph:

Agentic workflows have fundamentally changed Copilot’s compute demands. Long-running, parallelized sessions now regularly consume far more resources than the original plan structure was built to support. As Copilot’s agentic capabilities have expanded rapidly, agents are doing more work, and more customers are hitting usage limits designed to maintain service reliability.

It's easy to forget that just six months ago heavy LLM users were burning an order of magnitude less tokens. Coding agents consume a lot of compute.

Copilot was also unique (I believe) among agents in charging per-request, not per-token. (Correction: Windsurf also operated a credit system like this which they abandoned last month.) This means that single agentic requests which burn more tokens cut directly into their margins. The most recent pricing scheme addresses that with token-based usage limits on a per-session and weekly basis.

My one problem with this announcement is that it doesn't clearly clarify which product called "GitHub Copilot" is affected by these changes. Last month in How many products does Microsoft have named 'Copilot'? I mapped every one Tey Bannerman identified 75 products that share the Copilot brand, 15 of which have "GitHub Copilot" in the title.

Judging by the linked GitHub Copilot plans page this covers Copilot CLI, Copilot cloud agent and code review (features on GitHub.com itself), and the Copilot IDE features available in VS Code, Zed, JetBrains and more.

Via Hacker News

Tags: github, microsoft, ai, generative-ai, github-copilot, llms, llm-pricing, coding-agents

Earth Day in Oregon: Groundhog Day for the Climate Doom Loop

Despite legal pledges to reduce greenhouse gases to address climate change, Portland’s transportation greenhouse gas emissions are going up, not down. 

State, regional and city governments have adopted climate goals that purport to commit to steadily reducing greenhouse gases, but we’re not merely failing to make progress, we’re going in the wrong direction. 

In the face of these persistent failures,  Oregon is moving forward with plans to billions and billions dollars into three Portland area freeway widening projects. As a result, April 22 isn’t so much Earth Day as a macabre Groundhog Day, where every year we’re reneging in a bigger and more expensive way on our climate pledges, even as the crisis grows worse.

For us at City Observatory, Earth Day has officially become the new Groundhog Day. Every year, we wake up to the same repeating script: the climate crisis accelerates, transportation-related greenhouse gas (GHG) emissions climb, and our public agencies double down on subsidizing automobile travel, in flat violation of state and local pledges to reduce driving to fight climate change.

Like Bill Murray’s character in the movie, we are trapped in a loop. Only this year, the script has taken a darker, more expensive turn.

An Abject Failure to Reduce Emissions from Driving

All of the objective data on greenhouse gas emissions shows we’re failing to meet our stated and legally adopted climate goals, chiefly because transportation emissions are increasing, and we’re driving more. ClimateTrace.org, which tracks transportation greenhouse gas emissions throughout the United States has data showing the Portland area emissions have increased substantially over the past five years, even as state law and local plans call for emissions to continuously decrease.  Metro’s adopted regional Climate Smart Strategy calls for us to reduce greenhouse gases by almost 5 percent per year; instead, they are increasing, at more than three-fourths of one percent per year.

Compared to the promises made by the City, the region and the state, we’re not merely failing to make progress, we’re going rapidly in the wrong direction.

You’d think with the data showing that we’re falling far behind our planned and committed reductions in greenhouse gases and driving, that state and local officials would be re-doubling their efforts to lower greenhouse gases.  Today, as in prior years, you would be wrong.  Instead, the Oregon Department of Transportation is proposing to commit the region to spending tens of billions of dollars, largely to subsidize even more driving, and higher levels of greenhouse gas emissions.

As we describe below, Portland established its environmental reputation–and fostered dramatic economic improvements–starting in the 1970s by tearing out some freeways and choosing not to build others. The environmental legacy of freeway removal is not merely forgotten, its being actively demolished by a transportation department that is hell-bent on building wider highways and increasing traffic and greenhouse gas emissions.  Between the $15.5 billion Interstate Bridge Replacement project, the $2.1 billion I-5 Rose Quarter Project, and a plan to rebuild and widen the I-205 Abernethy Bridge at $815 million, ODOT is embarked on a multi-billion dollar highway building spree.  And that’s just the beginning, because these projects have almost invariably gone over budget, and more expansions (a wider I-205 on either side of the Abernethy Bridge, and plans to widen the I-5 Boone Bridge) will generate even more debt and traffic.

The math doesn’t add up. Oregon’s adopted climate plans explicitly call for a 10% reduction in aggregate vehicle miles traveled (VMT). You cannot achieve a 10% reduction while building projects predicated on a 25% increase in driving.  Planning for all of these project’s is predicated on models that call for driving to go up, when state policy insists that driving will go down.

Four years ago, a New York Times story asked the question, “Can Portland be a climate leader without reducing driving?”  The Oregon Department of Transportation is still answering that question with an emphatic “No.”  In the face of increasing driving and greenhouse gas emissions, its planning a multi-billion dollar series of highway expansion projects that will only further increase greenhouse gas emissions.  That’s how they really celebrate Earth Day..

The New York Times, April 22, 2022

The Oregon Department of Transportation’s  plans to squander billions of dollars widening area highways plainly undermines State, regional, and city commitments to reducing greenhouse gas emissions.  Driving is the single largest source of climate pollution in Portland, and it has grown 20 percent, by more than a million tons per year, in the past five years.

Betraying Portland’s Legacy of Environmental Leadership

Five decades after the city earned national recognition for tearing out a downtown freeway, it gets ready to build more. Back in the day, Portland built its environmental cred by tearing out one downtown freeway, and cancelling another–and then taking the money it saved to build the first leg of its light rail system. In place of pavement and pollution, it put up parks. Portland made choice to remove the Harbor Drive freeway that blighted the city’s waterfront, and replace it with a beautiful and widely used park.

For decades, city and state political leaders have celebrated this legacy, and proudly touted our environmental leadership based on these bold and far-sighted steps. It is bitterly ironic, and tragic, that half a century after proving that removing freeways promotes livability, economic vitality and thriving cities, Oregon is now embarking on an unprecedented huge expansion of highway capacity, and exactly the time the climate crisis has come plainly into view.

 

Portland was  smart enough to stop building freeways half a century ago, when environmentalism was in its infancy, and the prospects of climate change were not nearly so evident. Why aren’t we smart enough to do the same today?

Happy Earth Day, or actually Groundhog Day, everyone.  We’ve squandered another year, and a planning to squander billions in the face of a growing crisis.  Let’s all be ready for yet another long hot, smoky summer as we endure the increasingly obvious and unavoidable effects of climate change.  See you next year.

 

 

 

Belts of Green in the Washington Suburbs

A straight-down view of Greenbelt is centered on a square park, with smaller green spaces weaving through surrounding homes, businesses, a college campus, and government buildings.
July 30, 2023

Beyond the border of Washington, D.C., numerous suburbs spread across Virginia and Maryland. Many are accessible from the Capital Beltway (I-495), the highway that encircles Washington. An astronaut on the International Space Station captured this photo of the beltway’s northeast side where it passes through the historic city of Greenbelt, Maryland. 

The photo was taken on July 30, 2023, a time of year when the region’s vegetation is lush and green. One of the more prominent green spaces in this image is Greenbelt Park. The park’s nearly 5 square kilometers (2 square miles) contain forested hiking trails, several picnic areas, and a campground. The land was once intended as a future extension of the city of Greenbelt, but it was acquired by the National Park Service in 1950.

Just north of the park, Greenbelt’s historic district is laid out in a crescent shape. The district is one of three planned communities that arose in the 1930s as part of the New Deal program, intended to provide work for the unemployed and to create affordable cooperative housing with accessible green space. Homes connect to walking paths, which in turn connect to one of the country’s oldest planned shopping centers.

A collection of buildings east of the beltway is NASA’s Goddard Space Flight Center, established in Greenbelt on May 1, 1959, as NASA’s first spaceflight complex. Several patches of forested land separate some of the buildings. The large green spaces north of Goddard are a mix of forested land and agricultural fields in the town of Beltsville, which include University of Maryland and USDA agricultural research sites. The main campus of the University of Maryland is visible just west of Greenbelt in College Park.

Other nearby tree-lined areas are visible as well. For instance, Hyattsville, just south of College Park, has been recognized as a “tree city” for more than three decades. In addition, trees line a large segment of the Baltimore-Washington Parkway (MD-295), which runs north-south between Baltimore and Washington and bisects Greenbelt Park.  

Astronaut photograph ISS069-E-39302 was acquired on July 30, 2023, with a Nikon D5 digital camera using a focal length of 1150 millimeters. It was provided by the ISS Crew Earth Observations Facility and the Earth Science and Remote Sensing Unit at NASA Johnson Space Center. The image was taken by a member of the Expedition 69 crew. The image has been cropped and enhanced to improve contrast, and lens artifacts have been removed. The International Space Station Program supports the laboratory as part of the ISS National Lab to help astronauts take pictures of Earth that will be of the greatest value to scientists and the public, and to make those images freely available on the Internet. Additional images taken by astronauts and cosmonauts can be viewed at the NASA/JSC Gateway to Astronaut Photography of Earth. Story by Kathryn Hansen.

References & Resources

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Technological unemployment in Victorian Britain

We do not know whether technological unemployment swept across England in the wake of the British Industrial Revolution. In this paper, I propose an approach to quantify jobs lost to, and created by, creative destruction in the 19th century. Using over 170 million individual records from the full-count British census (1851–1911), I generate sub-industry “task” level occupational data. I apply this to the English bootmaking industry as it mechanized. The new data reveal sharp structural changes: 152,000 artisanal jobs disappeared as skills became obsolete, while 144,000 new jobs emerged. However, incumbent bootmakers were rarely displaced. Instead, the decline was driven by young men no longer entering the artisanal trade. These findings challenge assumptions about displacement, showing how slow adoption and persistent demand can shield existing workers, while opportunities vanish for new entrants.

That is a recent paper by Hillary Vipond, a recent PhD from LSE.  Via Lukas Freund.  Here are other papers by Hillary, some of them on what we can learn about automation from economic history.  Here is Hillary on Twitter.

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Extreme Time Value of Money: Late-stage Career Planning

First published January 4, 2021, just before this newsletter started. Comes more starkly into focus given my recent Parkinson’s diagnosis. In that piece I introduced the time value of time, which I need to expand on further.

A billion dollars in 30 years. Would you take it? I wouldn’t. Here’s why that’s not dumb for me.

This is another of my “smash two ideas together” essays. In this case, the ideas are:

  • The time value of money &

  • Mortality

Heavy stuff, but there you have it. It’s a new year, time for big thoughts.


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Time Value of Money

I turn 60 this year [ed: now 65]. I’ve recently noticed my career thinking diverging from that of my colleagues. They are more willing than I am to sacrifice now for gains later. Reflecting on the differences I’m led back to a theme of economics I learned early and have been teaching geeks ever since: the time value of money.

The absurdity of software engineering dogma at the beginning of my career dragged me to the time value of money. The trend back then was to do more and more work at first (spending money all the while) for (it was promised) greater and greater benefit later and later.

This didn’t make sense to me. Much of that up-front work turned out to be useless speculation. More fundamentally, this style contradicted a central tenet of economics—the time value of money.

A dollar today is better than a dollar tomorrow. It’s worth more. If I have a dollar today, I can invest it and make more by the time tomorrow comes around. I should prefer less than a dollar today to exactly a dollar tomorrow, less by a discount rate (which, spoiler alert, is hard to figure out and shouldn’t be modeled as a constant, but please keep reading).

If you accept this truth, then you do exactly the opposite of “spend more now to (maybe) make more later”. Those dollars you spend now are more expensive than the dollars you earn later. You can create economic value simply by figuring out how to earn sooner or spend later, even before making anything!

Aligning with economics requires that you start earning sooner and defer spending as long as possible. This seems to contradict engineering purity—if I do a great job today then I’ll never have to invest in this code again. Sorry, that’s not how money works. Look at XP and you’ll find a hundred ways to earn sooner and spend later.

(At this point I encourage you to do background work to gain intuition about the time value of money. Build a spreadsheet. Play with parameters. Let the difference between a dollar today and a dollar tomorrow soak into your bones. That’s what I did.)

Here are 2 more ways to think about the time value of money. First, the less time involved, the less it matters. This will be important as we talk about the effects of mortality.

The second, the discount rate profoundly affects the difference in value. Compare 5% with 10% with the current yield on 30-year Treasuries of 1.6% [ed: 4.9%].

Discount Rate Isn’t Constant

Back to that billion dollars in 30 years. Why is that worthless to me? Is a billion dollars in 1000 years worth anything to you? No. You won’t be alive to benefit from it. 100 years? Same.

If you’re 20-something, a billion dollars in 30 years is awesome. You can do whatever for 30 years, secure in the knowledge that your financial options will explode at the end of that period. And you’re likely to be alive to experience it. For me, though, a billion dollars after either I’m too old to enjoy it [ed: hello, Parkinson’s] or after I’m dead is worth nothing. I’d literally rather have one dollar in my hand today.

(All numbers taken from the morbidly fascinating https://flowingdata.com/2015/09/23/years-you-have-left-to-live-probably/).

One of the challenges working with the time value of money is determining the discount rate. My discount rate here in the last stage of my career is not constant. That’s what I was missing. My colleagues have a smooth discount rate over the 10–20 year time scales we are used to. I stop financially caring about the future before they do. Here are the life probabilities for a 30-year-old male.

As long as my young colleagues get paid off some time in the next 30 years they have a high probability (relative to me) to have a long time (relative to me) to enjoy their money.

My “discount rate” isn’t a single rate at all. Past a certain horizon, probably 30 years, it’s infinite. Before that it’s steep. I’m much more interested in money while I can enjoy spending it.

Time Value Arbitrage

If you actually offered me a billion dollar 30-year principle-only bond I wouldn’t just use it to light a bonfire. I’d go find a bank (or similar counter-party with a smooth discount rate) and offer it to them. They’d give me the $600M today minus whatever for their transaction costs and risk of non-payment. I’d have instant options for retirement. They’d have more money in the future. Everybody happy.

Which brings me back to my disconnect with my (younger) colleagues. Tech compensation is biased towards the long term:

  • 4–5 year vesting schedules,

  • Further delays before liquidity [ed: and getting worse—topic for another day],

  • The risk of equity value dropping to zero and thus the need for a portfolio of equity, further extending the timeframe for The Big Score.

4 years versus 8 years versus 12 years to liquidity is no big deal when you’re 30. For me, though, 4 years is a significant fraction of the time I have left to enjoy money.

I don’t have an answer to this mismatch. Much of the work I do creates value over decades. In the time I have left I have to both:

  • Earn money so I have financial options &

  • Enjoy the time.

Is there a way to sell long-term benefits for short-term revenue? Technology compensation is stacked against me. At the very least I’m glad I have a frame for understanding my frustration.

Epilog: Finance Matters

Finance profoundly affects our work and our lives as geeks. It needs to be normal to talk about it. (There are also some cool concepts to explore in there — ask me about options pricing algorithms some time). Talking about it is part of helping geeks feel safe in the world.

Finance profoundly affects the options we will have for the rest of our lives. Gaining financial literacy and then acting sensibly based on that knowledge is low-cost and low-risk. I hope that talking about how financial tradeoffs change as context changes will encourage you to learn, apply what you learn, and benefit thereby.

[ed: Updated Mortality Curve]

Because Parkinson’s is now part of my life & because Parkinson’s doesn’t so much affect lifespan as it affects quality of life, this data doesn’t help much but I put it here for completeness.

Global energy markets are on the verge of a disaster

Scenarios now range from bad to awful

The stablecoin market has got too stable

Rapid growth in dollar-backed crypto has stalled

Tuesday 21 April 1663

Up betimes and to my office, where first I ruled with red ink my English “Mare Clausum,” which, with the new orthodox title, makes it now very handsome. So to business, and then home to dinner, and after dinner to sit at the office in the afternoon, and thence to my study late, and so home to supper to play a game at cards with my wife, and so to bed. Ashwell plays well at cards, and will teach us to play; I wish it do not lose too much of my time, and put my wife too much upon it.

Read the annotations

Pentagon details funding strategy behind Trump’s proposed $1.45 trillion defense budget

Officials confirm $71 billion request for U.S. Space Force

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The U.S. must defend the final frontier against cyberattacks

Falcon 9 launch

As recent American military operations show, space underpins American forces’ ability to operate globally with unmatched precision. Its strategic importance is reflected in the President’s Cyber Strategy for America and the Joint Staff’s integration of space into non-kinetic effects alongside cyber, electronic warfare and information operations. Through the United States Space Force and initiatives like […]

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NordSpace nets Canadian defense funding for VLEO satellite development

NordSpace has secured early defense funding to develop a very low Earth orbit satellite, further broadening the Canadian startup’s push to build sovereign space capabilities beyond launch.

The post NordSpace nets Canadian defense funding for VLEO satellite development appeared first on SpaceNews.

Falcon 9 launches final GPS 3 satellite into orbit for U.S. Space Force

SV-10 caps Lockheed Martin-built series as SpaceX continues to absorb missions shifted from ULA

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Artemis spacesuit development risks further delays

Axiom lunar spacesuit

New spacesuits for Artemis lunar missions and the International Space Station may not be ready until after the end of the decade, a report by NASA’s inspector general warns.

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Trump taps Raytheon executive for top military space acquisition post

Erich Hernandez-Baquero is currently vice president for space intelligence, surveillance and reconnaissance at Raytheon

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Imagegen 2.0

Image

Created by Alex T., and of course GPT as well.

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The 10 Most Popular Articles from The Honest Broker (2021-2026)

Five years ago today, I launched The Honest Broker with lofty dreams but low expectations.

Back then, few people had heard of Substack—the name sounded like something in the engine room of the starship Enterprise. We’re going at Warp Nine on the Substack, captain, I don’t know if she can take any more. So I kept having to explain to people what a Substack actually was, and why I was shifting my focus to this new unproven platform.

To be honest, I also had to keep explaining it to myself. It sometimes felt like I was chasing a dream, not a reality—pursuing an elusive vision of a writing vocation beyond agents, editors, pitches, word counts, and constraining assignments.

I was a successful author of books back then, and (if I’m totally honest) probably too old to reinvent myself. There was a genuine risk I’d tarnish my reputation if I shifted to this new platform, and stumbled. And there are plenty of ways to stumble when you enter the do-it-yourself world of self publishing.

But I wanted that freedom to define my own vocation. And Substack was my best (maybe my only) chance to get to Warp Nine and beyond on my own terms.

Failure is not an option, I told myself. That meant I had to put all my energy into this unproven venture—just to avoid the downside. So I stopped taking all freelancing assignments. I stopped pitching books and articles to editors. As they say in Texas hold ‘em, I was all in, pushing every last chip into the center of the table.

At the end of the first day, I had three subscribers. Okay, at least that was a start.


Before I knew it, I was off on a wild roller coaster ride. In the aftermath, everything changed.

I started taking chances with my writing that I’d never even considered before. I wrote with a degree of self-disclosure and honesty that left me feeling somewhat exposed. But when you start writing directly for readers, without intermediaries, that begins to happen naturally. Above all, I decide to treat the reader as a trusted friend—with the hope that you might extend the same courtesy to me.

And guess what? I have almost 300,000 friends now. You can call them subscribers, if you want—but it feels more like a community here than a periodical. And that might just be the best part of it.


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Ah, but the world also changed during these last five years, and this forced me into new arenas with high stakes.

The creative endeavors that are so important to me—music, books, visual arts, etc.—came under attack in bold new ways. Back when I launched The Honest Broker in 2021, I had no idea of the threat posed by centralized tech platforms and the AI slop they would unleash on our culture.

I soon realized that, if I had any integrity as a critic and advocate for the creative class, I would have to grapple with these threats. I would also need to find ways of supporting the struggling indie movements and emerging counterculture. After all, they are our only hopes if we want to survive outside the widening spheres of the tech command-and-control economy.

I refused to succumb to doom-and-gloom. I have faith in the transcendent power of art, and hoped to use my voice to celebrate the great creative work that still happens today—although mostly on the margins of mainstream culture.

All this gave more urgency to my efforts here on Substack. As it turned out, this is a good place to showcase indie creativity. In some ways, Substack is now the epicenter of the alternative culture.

Yes, it’s been a busy five years. And this birthday gives me a good excuse to look back, and share some highlights.

So below you will find links to the ten most popular articles from the last five years. These will give you a useful survey of what we do here, and why we do it.

I present these in rank order, starting with the most widely read piece in the history of The Honest Broker.


The Top 10 Articles from The Honest Broker (2021-2026)

1. The State of the Culture 2024 (February 18, 2024)

Back in 2024, I warned of the rise of “dopamine culture”—a web-driven replacement of arts and entertainment with shorts burst of stimuli. I included this chart, which went viral, and sums up the changes we’re now facing.

More at this link.


2. Why Tech Bros Are Watching Videos at 3X Speed (March 6, 2026)

The creative economy is getting degraded by the imposition of business and productivity metrics on artistic works—above all, an obsession with speed. In this article, I look at the popularity of ultra-fast techniques of culture consumption. But do you really want to spend your days listening to podcasts at triple speed?

More at this link.


3. What Can We Learn from Barnes and Noble’s Surprising Turnaround? (December 28, 2022)

I’d lost hope for chain bookstores—and then James Daunt took over as CEO of Barnes & Noble. He loves books, and made brave moves to put readers first. He stopped taking financial incentives from publishers. He gave freedom to people working in the stores to promote books they believed in, and not those with the biggest kickbacks. He refused to dumb-down offerings.

Customers took notice. After years of struggling for survival, Barnes & Noble is growing again. Executives in music, movies and other culture businesses ought to learn from this case study.

More at this link.


4. What’s Happening to Students? (March 21, 2025)

I start this article with testimony from a teacher:

You guys don’t know what’s going on in education right now. That’s fine—how could you know unless you were working in it? But I think that you need to know….

First of all the kids have no ability to be bored whatsoever. They live on their phones. And they’re just fed a constant stream of dopamine from the minute their eyes wake up in the morning until they go to sleep at night.

Because they are in a constant state of dopamine withdrawal at school, they behave like addicts. They’re super emotional. The smallest things set them off.

When you are standing in front of them trying to teach, they’re vacant. They have no ability to tune in….

They’re not there.

And they have a level of apathy that I’ve never seen before in my whole career. Punishments don’t work because they don’t care about them. They don’t care about grades. They don’t care about college.

Let me make clear: I don’t blame the students (or the teachers). Here, again, the root cause is dysfunctional technology implemented in a mad rush without regard to consequences.

More at this link.


5. The Ten Warning Signs (June 7, 2025)

Society cannot survive without a trustworthy system for preserving and protecting our accumulated learning and wisdom from the past. But in just the last few months, we see ominous signs of a collapse in the knowledge system.

How did this happen? And what can we do about it?

More at this link.


6. My 8 Best Techniques for Evaluating Character (January 18, 2023)

Every once in a while, I write an advice column. They are surprisingly popular—which is a shock to my family members. I give them free advice all the time, and they fail somehow to recognize what a boon this is.

Diogenes seeking an honest man (18h century painting by Tischbein)

But readers here are more receptive, or perhaps just more polite. In any event, this article on how to judge character is one of the most popular all-time articles on The Honest Broker.

More at this link.


7. The Force-Feeding of AI on an Unwilling Public (July 5, 2025)

Not long ago, consumers were invited to purchase hot new tech products, and were excited about the opportunity. Not anymore. Now AI is forced on us everywhere.

Instead of customer service, I get a bot, not a person. When I stream music, bot slop is served up by the platform. When I want to write an email, a bot intrudes. Microsoft not only bundles unwanted AI with its software, but then forces a price increase on me for the privilege of using something I don’t even want.

This is stirring up an intense backlash from the general public. But will AI companies read the room? Or will the force-feeding of AI continue?

More at this link.


8. The World’s Largest Search Doesn’t Want You to Search (February 19, 2025)

The big Internet platforms are now all oxymorons. ChatGPT makes you less likely to chat with family and friends. Social media stops you from having a social life. Relationship apps undermine your relationships. And now we have the latest paradox—the search engine that doesn’t want you to search.

More at this link.


9. The Ugly Truth About Spotify Is Finally Revealed (December 19, 2024)

For two years, I published a series of articles about disturbing practices at Spotify. But it was hard to find out what was really going on—the platform operates with so little transparency. But, finally, I was able to get behind-the-scenes details from Liz Pelly’s investigative work. The truth was even scarier than what I feared.

More at this link.


10. David Foster Wallace Tried to Warn Us About These Eight Things (September 26, 2025)

At the time of David Foster Wallace’s suicide in 2008, I barely understood the implications of his warnings about screen culture. I was optimistic about the impact of the Internet and digital interfaces, and so were many others.

But with the benefit of hindsight, I see how much he anticipated our current crisis—which I summarize here in eight points.

More at this link.


Before signing off, let me thank of each of you for your support during the first five years of The Honest Broker. Hey, if we keep working together, we just might get to Warp Ten.

Personalist Rule and Cash Payoffs: Notes on Trump’s House of Corruption

I’ve described to you many times how TPM was saved by an early shift to building a membership system. We began it at the end of 2012 and started building it in earnest in about 2014. That gave us a five or six year head start on almost everyone else. We were thus much better positioned when the collapse of the digital ad economy hit in the couple years just before the pandemic. But today I’d like to share with you another part of that transition because it intersects with a fascinating story of Trump era corruption published today in the New York Times. It’s the story of a couple Syrian-born billionaires, already in business with the Trump family, lining up Trump’s personal support to secure another vast payday. In “a sign of how powerful Mr. Trump has become,” Times reporter Eric Lipton says after laying out the basic facts of the story, “To get almost anything done in the nation’s capital requires not alienating a vexed and vengeful president, and, ideally, pleasing him.”

It’s that personalist rule I want to focus on.

And to do that let’s go back to TPM ad business.

We were very successful for about a decade selling ads in the very specific and peculiar DC public affairs ad space, a very sui generis and odd advertising space which is in effect a subset of corporate America’s lobbying budgets. Every big corporation in America, as well as large organizations, has business before the people who run the country’s government. This can involve long-term policy aims. This can be regulatory issues. This can often be trying to keep the government out of regulating things. Everyone has interests before the federal government. The public affairs ad space is focused on talking to the people who run the federal government about a particular corporation or organization’s interests, needs and what the company does. They’re not selling their product. It’s not consumer advertising. It’s partly reputational advertising. But it’s not even entirely that. It’s corporation X talking to the people who run the federal government. Who is that? It’s everyone in the executive and legislative branches. It’s their staffs. It’s the vast array of interest groups and organizations and policy factories that exist in DC. It’s the lobbyists. It’s not just the folks they talk about in Schoolhouse Rock. It’s the whole para-government. It’s an extremely lucrative ad space. It’s the reason insider sheets and publications like Politico and Punchbowl all seem to defy the gravity that has affected the rest of the journalism ecosystem. The money has also increasingly moved from display advertising to the corporate-sponsored events these publications can host.

The additional factor was that to remain kosher in that world advertisers needed to be very careful about appearing to be on one political side or another. That governed what publications they advertised in. And that was a major problem for us. (It’s also a key anchor of “both-sides” journalism. But that’s a topic for another day.) We faced a major obstacle because we were perceived as being on the side of the Democrats. That’s not really true. Or it’s not nearly as simple as that. But in the world they operated in, it was true enough. It was true in their terms. So what to do about that?

What I came up with turned out to be an effective approach that also had the benefit of being true. The argument went like this. You may not like our readers — who tend to be highly educated, some flavor of liberal or left-wing, politically active and on the affluent side. You may not like us. But you (the advertiser) or you (the public affairs firm) actually need to be talking to these people because sometimes they will be in power. What’s more, those people tend to be involved in or adjacent to the origination of novel public policy questions. So again, you should save a few bucks from your ad buys with WaPo and Politico and Roll Call and do a placement with us too.

Ad sales in that space always involved a lot of hard work for us. But that was our core ad argument. And it helped us sell (relative to our scale) a lot of ads and build out a lot of this organization.

Now, as I mentioned earlier and in many other posts over the years, by the late teens the whole digital advertising world was coming under a lot of strain. We were already moving a lot of our focus and resources toward building our membership base and away from advertising. But advertising was still a big deal.

So now let me take you to the first months of 2017. I was down in D.C. for a few business-side meetings. This was when, you’ll remember, Trump had just been elected and believed he had a mandate to abolish Obamacare. He also controlled both houses of Congress to make that happen. I was meeting with staffers from one of the big health care trade associations. These folks didn’t necessarily support or oppose Obamacare. But its repeal and just what might replace it was a very big deal for them and their members. As I discussed TPM’s unique audience I got a question I’d never heard before. “Do you know if Donald Trump reads your site? Or … what about Jared Kushner?”

Needless to say, in a narrow sense, I didn’t have a terribly good answer to this question. But on a larger canvas this was something totally new, however it might impact us specifically. No one ever asked about what George W. Bush or Barack Obama read. Those weren’t personalist regimes or governments. Like virtually every other post-war American presidency — and many earlier administrations — there was a whole community of policy and political appointees who determined and executed administration policy. And there’s not just the executive branch to consider. What happens on Capitol Hill is just as important. Indeed, if you’re opposing what the administration wants it’s even more important.

This was different. Everything had tightened down to access to one man: Donald Trump. Then secondarily perhaps a handful of his top advisors or family members. Some ad budgets just froze because no one knew how to operate in a situation in which only Trump’s momentary whims really mattered. This conversation again confirmed to me our need to reduce our dependence on the D.C. ad market as much as possible. Toward the end of 2017, I pulled most of the resources we directed toward ad sales and redirected them toward growing our membership business. But it was also a revealing, bracing illustration of how the whole architecture of the D.C. para-government was reorienting itself, rewiring itself around the personalist aspirations and rule of Donald Trump. Out with the broader community of governance and policy-making, in with the whims and momentary impulses of one erratic and distractible guy. That has ramified through the lobbying world, the political communications world, the D.C. advertising world and more.

During Trump’s first term, his personalist rule was as much aspiration as reality. His cabinet was populated mostly with retired generals and corporate CEOs, most of whom didn’t like or respect him. Trump also hadn’t reduced his MAGA slogans to a set of policies, something he never did but a series of “America First” policy shops did largely do. All that changed in term two. Meanwhile, gutting much of the federal bureaucracy tightened the relationship between the president’s will and the actions of the government. As we see from that Times article, in addition to creating a kind of electoral strongman rule it also created an engine perfectly suited to corruption. Obviously there’s a ton of money sloshing around Washington and there always has been. But the old model was persuasion. Or there was at least a significant role for it. But why bother persuading Donald Trump? Or, really, what would that even mean? Why not just cut him a check? Or cut him in on a real estate deal. It’s more direct. It’s more reliable. It may even be cheaper. And we see it happening everywhere across the federal government today.


Tuesday assorted links

1. Desmond Morris, RIP (NYT).

2. A long NYT feature on how to be cultured.

3. “We apply our theory to US state legislative elections, and find that ideologically extreme candidates receive significantly lower voter support in initiative than in non-initiative states.

4. Guinea worm eradicated.

5. People laid off from USAID (NYT).

6. Ariel Rubinstein tells his story.  And his home page more generally.

7. Deirdre on Doug North and neo-institutionalism.

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The Average is Over generation?

The result is that even though today’s young adults, and graduates in particular, are over-represented in the top quartile of the earnings distribution, they are also far more likely to be at the bottom than the top for earnings relative to reasonable expectations. In both the UK and US, even though only 10 percent of graduates are in the lowest earnings quartile, one in three is in the bottom bracket for earnings relative to expectations.

Here is more from John Burn-Murdoch at the FT.

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What's the deal with spacesuits for the Moon? Will they be ready in time?

After the successful conclusion of the Artemis II mission earlier this month, focus turned to what comes next in NASA's roadmap to return humans to the Moon.

The biggest question concerned the readiness of lunar landers, the complex and essential machines needed to take astronauts down to the lunar surface and back up to orbit. And as Ars reported at the time, both SpaceX and Blue Origin have a significant amount of developmental and testing work left to do before even a prototype lander is ready.

But a secondary question has been the development of spacesuits, which are necessary for astronauts to exit their landers and explore the lunar surface. Less is publicly known about their development.

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Courier: real-time messaging for ESP32 with batteries included (new library)

I hack on hardware a whole bunch, at Inanimate and at home.

AI is in the cloud. Interaction is in my room and in my hands. The job always begins by wiring together those two ends.

So the second thing I do, every single time, is bring up real-time messaging using JSON over websockets so I can connect my new device to a server, and have it emit events and listen for commands.

(The first thing I do is bring up the hardware and get basic blinkenlights.)

I want my on-device websockets client to have a super easy interface: give me an onMessage handler to deal with incoming messages.

I need built-in wi-fi config (so I can carry my prototype around to different places). And I don’t want to have to choose which libraries I’m going to use each time, I want good defaults.

That’s what Courier does, in just a handful of lines.

Honestly this isn’t rocket science. It’s no biggie. But it’s decisions I make and boilerplate I have to write for every new project, and I don’t want to vibe code and test this bit every time… I just want it to work. So I find Courier useful personally. And in the spirit of sharing, I hope it’s useful for you too.

Find the code and README here: Courier on GitHub

Quick start

Courier does a small and necessary job (messaging) in the most straightforward way possible.

Let’s say you’re using Arduino on ESP32. I’ll say more about ESP32 in a minute.

Add Courier to your project (we recommend managing your project with PlatformIO):

lib_deps = https://github.com/inanimate-tech/courier.git

Then here’s all the C++ code you need:

#include <Courier.h>

CourierConfig makeConfig() {
  CourierConfig cfg;
  cfg.host = "api.example.com";
  cfg.port = 443;
  cfg.path = "/ws";
  return cfg;
}

Courier courier(makeConfig());

void setup() {
  courier.onConnected([]() { courier.send(R"({"type":"hello"})"); });
  courier.onMessage([](const char* type, JsonDocument& doc) {
    Serial.printf("Got: %s\n", type);
  });
  courier.setup();
}

void loop() { courier.loop(); }

Now your server can send real-time messages in JSON to your device, and your device can handle them. (It pulls out the type automatically for easy routing.)

That’s it!

You don’t need to hardcode wi-fi details in your code. Courier bundles WiFiManager for portable connectivity: if a network can’t be found, this library pops up its own access point and open a captive portal.

Also you get for free: sane auto-healing of both the socket and wi-fi, NTP time sync so the internal clock doesn’t drift and break your secure connection (which happens after about 72 hours), and an easy upgrade path to MQTT.

Try Courier with an M5Stick

ESP32 is a family of microcontrollers that has a special place in the hardware ecosystem: thanks to its low cost, built-in wi-fi and Bluetooth, and ease of development,

  • it is the platform of choice for new hardware startups
  • and it is great in mass-market production.

It even has an Arduino compatibility framework, so you can start with that and then iterate as you go. It’s pretty unique to go from bench to production like that.

So we love ESP32 at Inanimate.

A big player in the ESP32 ecosystem is M5: they’re China-based and have about 400 SKUs that wrap ESP32 microcontrollers in all kinds of enclosures with all kinds of peripherals and sensors. I had a blast getting a personal tour of M5 when I visited Shenzhen last year – they use their own sensors in an industrial IoT network to run and monitor their assembly line.

Now you may have seen an M5Stick or two on the socials. They’re super popular at least in my circle, people love hacking on them.

Pick up an M5Stick-C Plus2 on Amazon for less than 30 bucks! It’s an ESP32 with a screen, buttons, buzzer, gyro, battery and mic in a tiny bright yellow package.

Get yourself one or two, bring it up by following the docs and then install Courier…

…or use our example code. Our example also supports the newer M5StickS3 which is grey and has a more powerful chip.

This is what I made with real-time messaging plus my backend websocket server:

My lil traffic guy tells me the top pages on my blog in real-time ^_^ v

I have live cursors on every page of my blog (write-up and open source code) so that same system sends JSON messages via websockets to the M5Stick on my desk.

If a post gets big then I have my stick on my desk so I see immediately, then I pop over to the page and say hi to everyone with the cursor chat.

More visitors = more flowers!

Plus: shake-for-QR code, so I can quickly follow the link back to the top post.

It’s amazing when hardware starts to feel alive.

Do show me if you make anything too.

Try Courier now

To use Courier right now, first bring up your M5Stick or other ESP32 hardware so you know it works ok, and then go to the Courier repo on GitHub where you can find installation instructions, API docs and examples.

It’s under active development: this is what we use for prototyping at Inanimate. Hey, subscribe to our Lab Notes newsletter!

Courier is distributed under an MIT license.


More posts tagged: inanimate (5).

No, America is not in a "stealth manufacturing boom"

Photo by John Morgan via Wikimedia Commons

Greg Ip of the WSJ is one of my favorite economics writers, and you should always read what he writes. But in a recent post about manufacturing, I think he gets the main narrative wrong. Greg writes that America is in the middle of a “manufacturing revival”, which his headline writer calls a “stealth manufacturing boom”:

You won’t hear this from either critics or fans of President Trump’s tariffs, but there’s a manufacturing revival going on…Critics have focused on the fact that factory jobs have steadily slid since Trump took office last year…Unlike jobs, though, actual factory output has risen briskly, and may even be picking up speed. This stealth recovery, though, isn’t because of tariffs. Instead, credit goes to the most basic economic force of all: demand. The U.S. is good at making things that happen to be in big demand right now.

As a macro story, “AI boom cancels out tariffs” isn’t a bad description of the U.S. economy right now — including the manufacturing sector. But it’s just not right to say that the former is winning out when it comes to manufacturing.

Let’s look at the data. Here’s Greg’s evidence for the boom:

First, a few data points. Since January 2025, manufacturing jobs have indeed fallen by about 100,000 workers, or roughly 0.6%. In the same period, though, manufacturing production rose 2.3%, and manufacturing shipments, unadjusted for inflation, climbed 4.2%.

Regarding manufacturing shipments…why wouldn’t you adjust for inflation? Inflation is important! Shipping more dollars of stuff doesn’t indicate a boom if a dollar is worth much less. As it happens, there’s no price series that exactly corresponds to the data series for manufacturing shipments, but we can probably approximate it by using the producer price index for manufacturing. Here’s what we get when we do that:

Do you see a “stealth manufacturing boom” since January 2025? I sure don’t. What I do see is the continuation of a decades-long stagnation in American manufacturing.

Let’s look at some other measures. Here’s industrial production in the manufacturing sector:

I guess if you squint very hard, you can see a slight rise since the end of 2024. But really this is just the same story as before: American manufacturing has been stagnating since 2008.

Let’s look at gross manufacturing output, adjusted for output prices:

Same exact story, only this is quarterly data and the last quarter of 2025 looks bad.

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Mexican Surveillance Company

Grupo Seguritech is a Mexican surveillance company that is expanding into the US.

President Real Estate Mogul Hurts D.C.’s Housing Market

An interesting tidbit in this article about the D.C. housing market (boldface mine):

The National Guard were deployed on Aug. 18, and you can see a pullback in pending sales and showings for properties in the District of Columbia. I got the sense that people were already feeling uncertain, and now they’re a whole group of people saying, either (A) I hear there’s a lot of crime because we’re putting National Guard on the street, so I don’t want to move to D.C. Or (B) this is ridiculous. The federal government is in D.C., and I don’t want to be part of that kind of thing,” she said. “And it’s still taking some time for prospective buyers to want to take a look back at the District, particularly in the condo market.”

Send the Guard troops home now. And, of course, D.C. statehood now.

Celebrating computers at Omacon

Do you see the same truth? That's how C.S. Lewis defined the essence of friendship. And that's what we gathered 130 people in New York to honor for Omacon two weeks ago. Seeing the same truth: A love of computers. Bespoke computers. Malleable computers. Our computers.

It's the kind of magic you can only really summon in person. We do our best online, but you instantly realize what an impoverished medium it is for creating real connections once you're all together in the same room.

So that's what we did. We connected. We shared our work, our passion, and our opinions about all these new Linux vibes. It happened in an absolutely gorgeous venue, generously offered for the occasion by Tobi and his event team at Shopify. The space had an almost comedy-club intimacy, with chairs just a few inches from the podium. Thanks to the single-track format, we made the most of that warm atmosphere. I gave the keynote.

I also got to meet Prime, TJ, Bjarne, Spencer, and Vaxry for the first time in person. Which is always a bit odd when you've been working together for a while over the internet. It feels so familiar, but like an unfinished agreement. And then, boom, it's signed with a handshake and a smile.

Same with getting to meet and talk to a ton of other Omarchy users from all walks of life. Many were programmers, but plenty were not. Some came from other Linux distributions, but most from either Windows or Mac. Everyone shared a passion for computers, though. Not just as instruments of action, but as delightful environments for play, learning, and connection.

It all added up to a massive recharge. I built Omarchy for myself, but sharing it makes it mean so much more. Seeing others enthusiastically embrace it as a starting point for their own Linux adventure is a real boost to the motivation needed to keep making it better. Because there's always more to do: more systems to cover with perfect compatibility, more corners to polish.

So that's what we're going to do, together. Make this distro reach more kindred spirits. Entice those who would love a bespoke, kintsugi system, but don't know where to start. It's never going to be for everyone, but that's also why it works as a beacon for those who choose to share the quest.

Pentagon pulls the plug on one of the military's most troubled space programs

The Pentagon has canceled a ground control system for the US military's GPS satellite navigation network after the program's enduring problems "proved insurmountable," the US Space Force announced in a press release Monday.

The Global Positioning System Next-Generation Operational Control System, known by the acronym OCX, was officially canceled by Michael Duffey, the Pentagon's defense acquisition executive, on Friday, April 17, the Space Force said.

The decision to terminate the OCX program ends a 16-year, multibillion-dollar effort to design, test, and deliver a command and control system for the military's constellation of GPS navigation satellites. The program consisted of software to handle new signals from the latest generation of GPS satellites, GPS III, which started launching in 2018, along with two master control stations and modifications to ground monitoring stations around the world.

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The Luddites Were the First to Attack AI

Everyone knows the Luddites smashed looms. What is less appreciated is that the loom was the first serious programmable device — the direct ancestor of the computer. Thus, the Luddites weren’t just the first to resist automation. They were in some ways the first to attack AI.

https://encyclopedia.design/2023/06/18/weaving-wonders-the-jacquard-looms-textile-revolution/

The Jacquard loom, introduced in France circa 1805, used a chain of punched cards to control which threads were raised for each pass of the shuttle. The ability to change the pattern of the loom’s weave by simply changing cards was an important conceptual precursor to computer programming. Babbage borrowed the idea directly for the Analytical Engine in the 1830s.

The Luddites lost–they were violently suppressed by the UK military–but more generally they lost because programmable looms brought patterned clothes to the masses.

Prior to its invention, the creation of complex patterns required skilled and labour-intensive manual labour, often involving large teams of weavers. With the Jacquard loom, a single operator could control the machine and produce intricate designs with relative ease.

This innovation greatly increased the speed and efficiency of textile production. It also opened up new possibilities for creativity and design, as the loom enabled the production of intricate patterns that were previously unattainable. The Jacquard loom contributed to the democratization of textile manufacturing, making intricate fabrics accessible to a wider audience

By the time Jacquard died in 1834, thousands of his looms were operating in Manchester, an epi-center of the Luddites riots. Moreover, just over 100 years later, Manchester birthed the Manchester Baby and the Manchester Mark 1, the first electronic stored-program computer. And who was hired to program the latter? None other than Alan Turing.

Ada Lovelace had foretold it all beautifully: “the Analytical Engine weaves algebraical patterns just as the Jacquard-loom weaves flowers and leaves.”

Addendum: I thank Claude for assistance on this post.

The post The Luddites Were the First to Attack AI appeared first on Marginal REVOLUTION.

       

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Justice is geometric

Aerial photo of a desert village with round huts, winding paths and sparse greenery.

Where centralised societies excel at extraction, African fractal systems allow for circulation, reciprocity and return

- by Likam Kyanzaire

Read on Aeon

Blogroll Keepers #11

It’s been a few months since the last post so here are some blogs and newsletters I’ve started following since. Here are the previous posts and here’s my blogroll. I should maybe stop splitting that (and this) into blogs / newsletters because that distinction seems less useful than topics.

Blogs

  • Ben Brown – Ben is blogging again! Good stuff.
  • Building Slack – I’m surprised I haven’t mentioned this previously because I’ve been reading it a while. A history of Slack, the app(s) and the company.
  • Dan Catt’s Miniblog – As well as all the other things he does (newsletter, videos, plotting, printing, actual paid work) Dan’s got a newish blog. I like the simplicity of it: one photo and a few paragraphs.
  • Denis Defreyne – I can’t remember how I came across his weeknotes, but I’m enjoying them. More good weeknotes please!
  • Ephemeral 80s – Writing about objects from the 1980s could be very “Whatever happened to proper bin men?” but this blog’s few posts so far aren’t the usual things.
  • Jon Heslop – More good weeknotes! Even if they’re not actually every week.
  • Peter Rukavina – A good personal blog (since 1999) by a writer and letterpress printer in Canada.
  • Piccalilli – Really good, detailed posts about front-end development.
  • The Shape of Everything – “Mostly about Mac stuff,” by Gus Mueller who created Acorn, the image editing app I use, among other things.
  • Unsung – I recently whizzed through every post – over 250 since December – on this blog from Marcin Wichary about UI design, software quality, etc.
  • Super Chart Island – I’m adding this a few hours after publishing this post because having only just found it I know I’ll be following it. Articles about every best selling computer game in Britain from 1983 onwards.

Newsletters

  • Dan Catt’s Newsletter – I realised a few months ago that I hadn’t subscribed to Dan’s newsletter about his print studio etc, an error I swiftly rectified.
  • Django News – A weekly email with lots of links and info about the web development framework. Nicely done.
  • The Hiro Report – A weekly email containing a handful of interesting new apps, gadgets and other products. Always at least one thing I click on and ponder.
  • Transmissions from Nowhere – My old friend Ted is researching “the occult underbelly of surrealism and socialist movements, while exploring the eclectic art scene of Aotearoa NZ”.

That is all very, very male isn’t it. Tsk.


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Market Design and Kidney Exchange at NTHU: Public Lecture in Taiwan (video)

 Here is a video of a public lecture I gave at National Tsing Hua University (NTHU) in Taiwan.

It begins at around 13:40 (and if I've done it right, the version below should start around there), and the Q&A starts around 1:15:00 

 

April 20, 2026

Late Saturday evening, Josh Dawsey and Annie Linskey of the Wall Street Journal reported that Trump was so unstable and angry after learning on April 3 that Iranians had shot down an American jet that his aides kept him out of the room as they received updates, simply telling him what was going on at important moments.

The journalists describe an erratic president who entered the war after Israel’s prime minister Benjamin Netanyahu convinced him the Iranian people would support such strikes and after his successful extraction of Venezuela’s president Nicolás Maduro and his wife Celia Flores convinced him the military could pull off another quick victory. He seemed to believe that if his gamble worked, he would be saving the world.

But while the strikes did indeed kill Iran’s top leaders and badly damage its military, the Iranians closed the Strait of Hormuz. Trump did not foresee this outcome, although he was warned of it. He told his team that the Iranian government would give up before it closed the strait and, if it did manage to close the strait, the U.S. military would handle it. The journalists report Trump has “marveled at the ease with which the strait was closed.”

Once the strait was closed, the president flipped back and forth between demanding other countries help reopen it and insisting the U.S. didn’t need any help, between wanting to fight and calling for negotiations. On April 5, Easter morning, after the recovery of the second airman, he turned to trying to scare Iranian leaders into reopening the strait and ending the conflict, warning: “Open the F*ckin’ Strait, you crazy bastards, or you’ll be living in Hell.”

He added an Islamic prayer to be as insulting as possible, he later told senior administration officials. That, like his threat that “a whole civilization will die tonight,” was “improvisational,” officials told Dawsey and Linskey.

Seemingly unable to figure out how to find a way out of the war, Trump has told aides he wants to focus on other topics, and shifted his attention to fundraising events for the midterms or details for his ballroom. Clara Ence Morse and Dan Diamond of the Washington Post offered proof of Trump’s growing enthusiasm for his ballroom, noting that he has called public attention to it on about a third of the days this year, mentioning it less than tariffs or Iran but more than healthcare insurance or affordability. And his focus on it has increased as the year has progressed.

On Friday, April 17, after Israel and the government of Lebanon agreed to a ceasefire, Iran opened the Strait of Hormuz to commercial—but not military—vessels. Trump declared the strait was “completely open and ready for business” and that Iranian leaders had “agreed to everything,” including “never to close the Strait of Hormuz again.” But Iran’s chief negotiator posted on social media that Trump had made seven claims in an hour and that all seven of them were false. Iranians said that if the U.S. continued its blockade of Iranian ports, as Trump said it would, they would close the strait again.

On Saturday, they did, firing on a tanker and two other vessels, all of which left the encounters safely. Yesterday Trump announced on social media that the USS Spruance intercepted an Iranian-flagged cargo ship, the Touska, as it tried to pass the U.S. naval blockade of Iranian ports. According to Trump, the U.S. Navy “stopped them right in the tracks by blowing a hole in the engineroom” and then took control of the vessel. Trump posted: “We have full custody of the ship, and are seeing what’s on board!”

Senator Chris Murphy (D-CT) posted: “We are spending billions to keep our entire navy in the Strait to fecklessly fail to open a waterway that wasn’t closed until Trump’s pointless war of choice closed it. He’s just burning your tax money.”

The two-week ceasefire between the U.S. and Iran, begun on April 7, expires on Wednesday, April 22. On Friday, Trump said: “Maybe I won’t extend it, but the blockade is going to remain. But maybe I won’t extend it, so you have a blockade, and unfortunately, we’ll have to start dropping bombs again.”

Today Nick Marsh of the BBC explained the fact pattern behind the general suspicion that someone is engaging in insider trading over Trump’s war announcements. After matching the president’s market-moving statements to the trade volume on a number of financial markets, Marsh found “a consistent pattern of spikes just hours, or sometimes minutes, before a social media post or media interview was made public.” Marsh notes a similar spike over Trump’s announcement of his “Liberation Day” tariffs of last April.

A new NBC News Decision Desk Poll out yesterday showed that 63% of Americans disapprove of Trump’s job performance, while only 37% approve. Fifty percent say they disapprove strongly, a sign that they will be highly motivated to vote in the midterms. Sixty-seven percent of Americans disapprove of Trump’s handling of Iran, including 54% who strongly disapprove.

This morning, Trump’s social media account responded to the bad news of the weekend, including the Wall Street Journal story, by dismissing it. “Israel never talked me into the war with Iran,” the account posted. “[T]he results of Oct[ober] 7th, added to my lifelong opinion that IRAN CAN NEVER HAVE A NUCLEAR WEAPON, did. I watch and read the FAKE NEWS Pundits and Polls in total disbelief. 90% of what they say are lies and made up stories, and the polls are rigged, much as the 2020 Presidential Election was rigged. Just like the results in Venezuela, which the media doesn’t like talking about, the results in Iran will be amazing—And if Iran’s new leaders (Regime Change!) are smart, Iran can have a great and prosperous future! President DJT”

Over the weekend, David S. Cloud, Alexander Saeedy, and Nick Timiraos of the Wall Street Journal reported that officials from the United Arab Emirates (UAE) have asked Treasury Secretary Scott Bessent and Treasury and Federal Reserve officials if the U.S. will provide a financial backstop for the UAE if the Iran war continues to damage its economy.

Meanwhile, over the weekend, Senator Jon Ossoff (D-GA) reminded an audience that Jared Kushner, Trump’s son-in-law, is “on the Saudi payroll for $2 billion,” a reference to the $2 billion a Saudi sovereign wealth fund controlled by Saudi Crown Prince Mohammed bin Salman (MBS) has invested in Kushner’s private equity firm.

“And now he’s leading American diplomacy in the Middle East. Apparently, while at the very same time, asking princes and sheikhs across the Arab world to give him billions more. If you’re watching this online, don’t take my word for it. Look it up for yourself.

“Can you imagine…a normal sitting U.S. ambassador just hitting up Saudi Grand Prince Mohammed bin Salman for billions of dollars? But he’s a Trump. A royal. A princeling. The rules are for us, not for them.

“And it’s not just Jared getting in on the action. A company owned in part by Eric and Don Jr. has been pitching Gulf kingdoms on its drone interceptors during this war. The Financial Times reported: ‘Pete Hegseth’s broker looked to buy defense fund before Iran attack.’

“I tell you what, never before have we seen so little effort to hide so much corruption. The Mar-a-Lago Mafia has taken American corruption to spectacular new heights.”

This afternoon, Trump’s account posted: “I’m winning a War, BY A LOT, things are going very well.”

But things were not going very well. On Friday, Sarah Fitzpatrick published an article in The Atlantic that portrayed Federal Bureau of Investigation (FBI) director Kash Patel as a poor manager who is terrified he is going to lose his job and whose overuse of alcohol, tendency to disappear, and purges of FBI agents who had investigated Trump endanger our national security.

After Patel’s behavior in the locker room of the U.S. men’s Olympic hockey team, during which he was filmed shouting and chugging a beer, Ryan J. Reilly, Gordon Lubold, and Katherine Doyle of NBC News reported that Trump was unhappy with Patel over the incident. Shortly afterward, Patel directed the FBI to fire at least half a dozen FBI employees who had been connected to the 2022 search of Mar-a-Lago, the Trump Organization’s property in Florida, where Trump was storing classified documents he retained after his first term.

Over the weekend, Patel seemed to try again to curry favor with the president. He told Fox News Channel host Maria Bartiromo that the Department of Justice is about to make arrests related to the 2020 presidential election that Trump insists—falsely—was rigged. “We have the information that backs President Trump’s claim,” Patel said.

This morning, Patel sued The Atlantic and Fitzpatrick for $250 million for publishing “a sweeping, malicious, and defamatory hit piece,” full of “obviously fabricated allegations.” The suit says “Director Patel does not drink to excess…, and this has not, and has never been, a source of concern across the government.”

The Atlantic says: “We stand by our reporting on Kash Patel, and we will vigorously defend The Atlantic and our journalists against this meritless lawsuit.” Scott MacFarlane of MeidasTouch notes that the discovery phase of this defamation lawsuit, during which parties testify under oath, “could be quite something.”

And yet at the end of the day, it was Trump’s secretary of labor, Lori Chavez-DeRemer, who abruptly resigned after accusations that she has abused her position, drinks on the job, and has had an affair with a subordinate. An investigation into her conduct was nearing its completion. She is the third person to leave Trump’s cabinet: all are women.

When asked about Patel’s fitness for office, House minority leader Hakeem Jeffries said: “Kash Patel is deeply unqualified, deeply unserious, and his behavior is deeply un-American. And he should no longer be the FBI director. That shouldn’t surprise anyone that I hold that view because he never should have been confirmed to begin with. And we have to stop putting all the blame on the people who nominated this incompetent, toxic, malignant individual. What about the people who confirmed him? And it’s extraordinary to me that Senate Republicans confirmed people like Kristi Noem, Pam Bondi, Pete Hegseth, RFK Jr., and Kash Patel. All of them. Deeply unserious and deeply unqualified. And now the country is paying the price because of the individuals that Donald Trump chose to nominate as part of the Trump cartel that’s now doing great damage to the nation, and the fact that Senate Republicans, like helpless sheep, went along with it all.”

Notes:

https://www.wsj.com/politics/national-security/trump-public-bravado-private-fear-59814dca

https://www.washingtonpost.com/politics/2026/04/19/trump-ballroom-public-mentions/

https://www.cnbc.com/2026/04/18/trump-says-us-has-good-news-on-iran-talks-to-continue.html

https://www.bbc.com/news/articles/cge0grppe3po

https://storage.courtlistener.com/recap/gov.uscourts.dcd.291527/gov.uscourts.dcd.291527.1.0.pdf

https://www.nbcnews.com/politics/trump-administration/kash-patel-lawsuit-atlantic-allegations-drinking-absences-rcna341001

https://www.nbcnews.com/politics/trump-administration/trump-fbi-director-kash-patel-olympics-hijinks-rcna260835

https://www.nbcnews.com/politics/justice-department/kash-patel-fires-fbi-agents-tied-mar-lago-search-trump-documents-rcna260743

https://www.michigan.gov/ag/-/media/Project/Websites/AG/releases/2026/April/DOJ-Letter-to-Wayne-County.pdf

https://www.washingtonpost.com/politics/2026/03/11/congressional-democrats-trump-library/

https://www.nbcnews.com/politics/donald-trump/poll-trumps-approval-rating-hits-second-term-low-economy-iran-war-rcna331462

https://www.democracydocket.com/news-alerts/fbi-director-says-arrests-coming-soon-on-2020-rigged-election-conspiracy/

https://www.wsj.com/world/middle-east/u-a-e-asks-u-s-for-a-wartime-financial-lifeline-3f9ea3a0

https://www.bbc.com/news/world-us-canada-68296877

https://www.nytimes.com/2026/04/17/world/middleeast/trump-iran-war-truth-social-posts.html

https://www.independent.co.uk/news/world/americas/us-politics/trump-labor-secretary-resigns-lori-chavez-deremer-b2961427.html

https://www.nytimes.com/2026/04/15/us/politics/labor-secretary-text-messages.html

https://www.theatlantic.com/politics/2026/04/kash-patel-fbi-director-drinking-absences/686839

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DF T-Shirts and Hoodies: Get Them While the Getting Is Good

Thumbnail of a heather black Daring Fireball logo hoodie.

Daring Fireball t-shirts and hoodies are back. Order now, and we’ll start printing shirts at the end of this week and shipping them out next week. The hoodies are a new model from Bella Canvas, the manufacturer. Our previous hoodies were “heather gray” and the fabric was a blend of 50% polyester, 37.5% cotton, and 12.5% rayon. That model is being phased out. So we’ve switched to a new model that’s 85% cotton, 15% polyester, and a darker “heather black” color. The old ones were good, but the new ones feel even better.

 ★ 

★ Another Day Has Come

It’s a profoundly different feeling today than the last time Apple’s CEO announced his transition to chairman of the board, and his chosen successor was promoted to replace him as CEO.

In August 2011, Steve Jobs was sick. For years he’d managed to stay a step, sometimes two, ahead of the pancreatic cancer he’d been battling since 2003, but no more. Jobs wrote, in his letter to the company’s board and the Apple community: “I have always said if there ever came a day when I could no longer meet my duties and expectations as Apple’s CEO, I would be the first to let you know. Unfortunately, that day has come.”

Unfortunately, indeed. Cook inherited a company with extraordinary potential growth in front of it, but in deep existential grief. He led the company — and its community — through that grief and achieved that potential.

The transition Apple and Tim Cook announced today is entirely different. No one’s hand was forced. There is nothing unpleasant. Apple’s business is firing on nearly all cylinders. This year’s iPhone 17 lineup is arguably the best ever. The Mac is more popular than ever — exemplified just last month by the introduction of the $600 MacBook Neo, a machine so fun, with a price so low, that the only problem is that it’s selling so well that Apple is reportedly running out of A18 Pro chips to put in it. The iPad lineup is strong, AirPods remain dominant, and I see Apple Watches on wrists everywhere I go.

Tim Cook is 65 years old, has been CEO for 15 years, and is going out on top. Looking only at the numbers, Cook is the GOAT. But Cook, by all accounts, would be the first to tell us he doesn’t want to be judged by the numbers alone. Or as he famously put it himself at a shareholder meeting, early in his reign, “When we work on making our devices accessible by the blind, I don’t consider the bloody ROI.”

Jobs made the right pick for his successor. And while only time will tell, it sure feels today like Cook has too. Cook has never been a product person and to his credit, he never once pretended to be. (That was John Sculley’s downfall, in a nut.) With the table set by the budding iPhone and nascent iPad products Jobs left behind, Apple didn’t need a product person at the helm in the 2010s. They needed someone to let the existing products blossom and expand. Today, it feels to me like Apple needs a product guy at the helm again. Someone with the itch to spearhead the creation of new things. Of course Cook’s successor came from within the company’s ranks. And John Ternus, more than anyone else at the company, seems like that person.

Here’s Cook, quoted in Apple’s announcement today: “John Ternus has the mind of an engineer, the soul of an innovator, and the heart to lead with integrity and with honor. He is a visionary whose contributions to Apple over 25 years are already too numerous to count, and he is without question the right person to lead Apple into the future. I could not be more confident in his abilities and his character, and I look forward to working closely with him on this transition and in my new role as executive chairman.”

Regarding that new role, Apple’s announcement states:

As executive chairman, Cook will assist with certain aspects of the company, including engaging with policymakers around the world.

Back in December, linking to the Financial Times’s blockbuster scoop accurately foretelling this announcement, I predicted:

I would also bet that Cook moves into the role of executive chairman, and will still play a significant, if not leading, role for the company when it comes to domestic and international politics. Especially with regard to Trump.

Sounds right. The only problem I can see with this arrangement is the potential for Cook to stand over Ternus’s shoulder — keeping Ternus in his shadow. That doesn’t sound like Tim Cook to me. A Bob Iger situation, I do not foresee.


After I gathered my thoughts back in August 2011, under the title “Resigned”, I wrote:

Apple’s products are replete with Apple-like features and details, embedded in Apple-like apps, running on Apple-like devices, which come packaged in Apple-like boxes, are promoted in Apple-like ads, and sold in Apple-like stores. The company is a fractal design. Simplicity, elegance, beauty, cleverness, humility. Directness. Truth. Zoom out enough and you can see that the same things that define Apple’s products apply to Apple as a whole. The company itself is Apple-like. The same thought, care, and painstaking attention to detail that Steve Jobs brought to questions like “How should a computer work?”, “How should a phone work?”, “How should we buy music and apps in the digital age?” he also brought to the most important question: “How should a company that creates such things function?

Jobs’s greatest creation isn’t any Apple product. It is Apple itself.

I remember writing that piece with such a heavy heart. It hurt. But there was hope. Those words stand up, and I can quote them today in the context of Cook handing the mantle to Ternus with nothing but the hope, and none of the hurt.

CEOs typically leave companies in one of three ways: with a hook, on a gurney, or on their own terms. Cook, seemingly, is doing it entirely on his own terms. One can reasonably argue with certain of his strategic decisions over the years. I certainly have. But I don’t think you can argue that Cook ever did anything for any reason other than what he believed was in the company’s best interest. Not his personal interest. Not employees. Not users. Not shareholders. Not developers (ha!). The company’s interest always came first. There’s a nobility to his singleminded focus on Apple itself, as an abiding institution, and his faith that what’s best for Apple will ultimately prove best for everyone involved with it: employees, shareholders, users, and, yes, even developers. If he’s made mistakes, they’re errors in taste, not mistaken priorities. He is the ultimate company man at the ultimate company.

Cook has transformed Apple in his own image. The company is much more predictable now than it ever was, or could have been, under Jobs. It now runs on an annual schedule that can be printed on a calendar. There is far less drama, and no scandal. And there is seemingly no drama, at all, in this particular transition, despite the incredibly high stakes and the (justifiably) large egos in Apple’s leadership team. Cook inherited the greatest company in the world. He’s handing it over to Ternus in even better shape than what Jobs handed to him. Even the timing of the announcement and the transition, on Apple’s annual calendar, seems perfect. Cook oversees one last WWDC in June, then Ternus takes the helm on the cusp of Apple’s announcement of new iPhones in September. It’s hard to imagine a more orderly, confidence-inspiring, exciting-but-not-at-all-surprising, this-feels-right way to do this.

All of that, I am sure, is just the way Cook wants it.

And, if you agree that Apple itself was Jobs’s greatest product, Cook really is a product person after all.

A Comparison of Agentic AI Systems and Human Economists

This paper compares agentic AI systems and human economists performing the same causal inference tasks. AI systems and humans generally obtain similar median causal effect estimates. While there is substantial dispersion of estimates across model instances, the human distributions of estimates have wider tails. Using AI models as reviewers to compare and rank “submissions,” the following ranking emerges regardless of reviewer model: (1) Codex GPT-5.4, (2) Codex GPT-5.3-Codex, (3) Claude Code Opus 4.6, and (4) Human Researchers. These findings suggest that agentic AI systems will allow us to scale empirical research in economics.

I enjoy the name of the author, namely Serafin Grundl.  Here is the paper, via Ethan Mollick.  You could interpret these results as showing the AIs have fewer hallucinations.  And just to reiterate a key point from the paper:

The second part of this paper is an AI review tournament in which “submissions” (codes and write-ups) from humans and the AI models are compared and ranked against each other. The reviewers are the following AI models: Gemini 3.1 Pro Preview, Opus 4.6 and GPT-5.4. For each review the reviewer is asked to write a report comparing four submissions (human, Opus 4.6, GPT-5.3-Codex, GPT-5.4). Each reviewer model writes comparison reports for the same 300 comparison groups. The average rankings are strikingly similar across reviewer models: (1) Codex GPT-5.4, (2) Codex GPT-5.3-Codex, (3) Claude Code Opus 4.6, and 2(4) Human Researchers.

Who comes in last?  Hi people!

The post A Comparison of Agentic AI Systems and Human Economists appeared first on Marginal REVOLUTION.

       

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Australian Dynamism

This post has benefited from generous contributions from Austin Vernon, Malcolm Davis, Sam D’Amico, and others who do not necessarily endorse the conclusions of this piece. I will follow Australian spelling conventions in this piece. 


I’ve written a few pieces over the years about Australian energy and economic policy, and now I’m dipping my toes into defence. The usual disclaimers apply; this post represents my opinions only. I’m a dual US/Australia citizen, resident in Los Angeles, where I founded and run Terraform Industries, a solar synthetic fuel tech startup. I write this as someone who is familiar with the 2023 Defence Strategic Review, the 2024 and 2026 National Defence Strategies, and the 2024 and 2026 Integrated Investment Programs (IIP). While each successive document diagnoses the strategic environment with increasing accuracy it allocates capital against a threat model that no longer exists.

Australia spends nearly AUD $60B/year (US $40B/year) on defence, about 2% of GDP. The 2026 National Defence Strategy commits to raising this to 3% by 2033 and allocates $425B over the coming decade, but increased expenditure won’t buy increased security if it’s spent on weapons that are no longer determinative.

To avoid burying the lead, it is my contention that Australia should be able to achieve far more bang for its buck running competitive, lean, mean domestic weapons development programs focused on the newly demonstrated and increasingly determinative drones-of-various-kinds platforms. This is in stark contrast to the existing practice of spending >90% of acquisitions funding on foreign weapons platforms and much of the remainder on outrageously expensive failed development programs, such as the Hunter class anti-submarine frigate. This ship, which will spend eight years under construction until first launch in 2032, was based on a British design and will end up costing over $7b, per hull! 

Let’s contrast this to the US, hardly a paragon of lean defense spending. $7b would buy you a Nimitz-class nuclear aircraft carrier – including the planes. It would buy you the complete ground up development costs of nuclear attack submarines, with enough left over to pilot ballistic missile submarines and develop the original trident missile. It would buy you the complete ground up development of Falcon 9 and Starlink. That’s just for a single Hunter-class hull – Australia is currently planning to build six!

Why maintain a defence force at all? 

The primary purpose is to maintain Australia’s capacity for peaceful self determination indefinitely into the future. That is, absolute national sovereignty requires Australia to maintain the ability to secure its territory, deter hostile aggression, and control its destiny.

Without putting too fine a point on it, the purpose of the Australian Defence Force is to ensure that the calamity that befell Ukraine can never occur to Australia. While focused on Australia, this analysis could also be translated with minimal changes to other middle powers.

Australia is rich (US$69,360 GDP per capita), populous (28m + 1m diaspora), educated, peaceful, democratic, liberal, and financially stable. It has enormous territory and unmatched natural resources. It has much that foreign powers covet through either open or covert warfare. 

Australia’s current GDP exceeds that of every WW2 belligerent in 1940, even the US. It exceeds the combined economic power of all the Axis powers. And yet somehow, in 1940, in a world before computers, reliable diesel engines, modern healthcare, all the WW2 powers were able to churn out planes, tanks, ships, submarines, and munitions. The US produced nearly 300,000 planes. Even countries with terrible climates that are still poverty stricken in 2026, like Russia, were able to produce 160,000 aircraft back in the early 1940s. 

In contrast, wealthy, modern Australia was able to assemble 73 F-18 fighters from mostly imported components between 1984 and 1990, and nothing for the last 36 years.

This is a festering problem that is now inviting catastrophe. 

What the strategy documents say

The Albanese government’s position on Australian defence rests on three documents released in three consecutive biennial cycles.

The 2023 Defence Strategic Review (Smith / Houston) concluded that the ADF is “not fully fit for purpose” and that the historical ten-year warning window before major conflict no longer applies. It accepted 105 of 108 classified recommendations and identified six priorities: AUKUS nuclear-powered submarines, long-range strike and domestic munitions manufacture, northern base hardening, workforce retention, rapid translation of disruptive technology into ADF capability, and deepening Indo-Pacific partnerships.

The 2024 National Defence Strategy introduced two doctrinal inventions that now anchor Australian defence planning: National Defence (a whole-of-nation concept spanning maritime, land, air, space, cyber) and the Strategy of Denial (the cornerstone of Defence planning, intended to deter adversaries from projecting power through Australia’s northern approaches). Deterrence was elevated to Australia’s primary strategic defence objective, above the previously co-equal “shape” and “respond.” The accompanying IIP committed $330B through 2033/34.

The 2026 National Defence Strategy, released last week on 16 April 2026, builds on rather than departs from the 2024 framework. It raises the fiscal envelope to $425B over the decade, adds $14B over the forward estimates, and benchmarks defence spending at 3% of GDP by 2033. It lists seven IIP priorities: enhanced undersea warfare via nuclear-powered submarines, accelerated lethal maritime capabilities, expanded long-range strike, integrated air and missile defence (IAMD), expanded autonomous and uncrewed systems, counter-UAS for critical infrastructure, and resilient multi-orbit satellite communications. It claims lessons from Ukraine and the Middle East have been absorbed, and it emphasizes self-reliance, industrial resilience, and civil preparedness.

This is, on the face of it, a reasonable set of documents. The strategic diagnosis is correct. The Strategy of Denial is the right doctrine for a middle power: deterrence-by-punishment and deterrence-by-retaliation are beyond Australia’s resources, as Retired Major General Mick Ryan has noted. The rhetorical emphasis on sovereign industrial base, Ukraine lessons, and autonomous systems reads well.

The problem is the capability acquisition list that actually gets funded.

Why the strategy will fail in execution

The unifying defect of the current program is a mismatch between the rhetorical doctrine (denial, mass, self-reliance, Ukraine lessons) and the capital allocation (foreign-sourced exquisite platforms, long lead times, workforce-intensive crewed systems, single-digit hull counts).

Four critiques from inside the Australian strategic-policy establishment make this point from different angles, and I quote them here to establish that this diagnosis is not idiosyncratic:

  • The Lowy Institute (2026) describes NDS 26 as “modest spending, welcome reforms” — a continuation of NDS 24 rather than a departure. It notes that Australian defence policy is developed within a narrow Canberra circle largely insulated from external scrutiny, and that Minister Marles’s dismissal of think-tank and retired-officer input at the National Press Club reflects a structural problem, not a tactical misstep.
  • Meanwhile, the same author (retired Major General, CSIS fellow Mick Ryan) remarks on his Substack that AUKUS Pillar 1 plus conventional ADF modernization cannot both be funded at current spending — one will squeeze the other. He also documents that military star-rank officers grew 33% over the past decade while enlisted ranks shrank 1%, which is difficult to reconcile with the claim of a more effective, faster-moving force.
  • Sam Roggeveen argues that increased spending may be necessary but buys us little if it only increases co-dependency on US operational capability, undermining the premise of improving self reliance! 
  • Asia Pacific Defence Reporter summarized the ADF press release, but comments immediately identified the weaknesses with respect to environmental shifts since 2024 that the new document does not absorb: weakening US alliance commitments, reduced US Asia deployments, two theaters of successful low-cost mass drone warfare, and chronically underfunded British defence investment. Despite all of this, AUKUS Pillar 1 remains the centerpiece of Australian acquisition.

The argument I make below starts from these observations and pushes further.

The electric stack has inverted the offense/defence cost curve

The core technical fact that Australian defence planning has not absorbed is what Packy McCormick and Sam D’Amico call the Electric Slide: the five foundational technologies of the electric stack — motors, batteries, power electronics, sensors, and edge compute — have each decosted by roughly 100× over the past 30 years. The guidance electronics that in 1990 required a government munitions program now ship as the cheapest component in a disposable toy.

The practical result, demonstrated across Ukraine, Nagorno-Karabakh, the Red Sea, the cartel conflicts in northern Mexico, and now the Persian Gulf, is a cost-exchange regime in which a $500–$5,000 drone can plausibly destroy a $1M–$100M asset. Ukraine produced more than 2 million drones in 2024, and doubled that in 2025. Russia’s Black Sea Fleet, which in 2021 was significantly larger than the Royal Australian Navy, has been reduced by approximately 45% by an adversary with no navy at all. The dominant ships were destroyed by autonomous surface vessels and anti-ship missiles at a cost-exchange ratio on the order of 1:1000. Houthi operations have forced US carrier strike groups into standoff. Cartel drones routinely contest Mexican state control in Michoacán and Sinaloa.

This is not a speculative threat. It is the observed empirical base rate of every live conflict since 2020. The chart below shows just how cheaply an adversary can now asymmetrically convert exquisite war fighting systems into scrap metal. 

Australia’s existing force, and the force envisioned by IIP 26, is built to engage a different set of adversaries under a different set of cost-exchange assumptions. If a legacy system is operated as part of an integrated force with robust Integrated Air and Missile Defence, directed-energy weapons, resilient Command and Control, counter-UAS coverage, and updated tactics, it may retain some utility, albeit at enormous expense. The question is whether Australia has any of those enablers at scale, and whether NDS 26 funds them at the rate the threat demands. The honest answer to both is no.

Domain-by-domain

(With apologies for acronym soup, I have done by best to link/summarize/rationalize!)

LAND

SystemIOCUnitsUnit cost (A$)Vulnerability assessment
M1A1 Abrams MBT (tank)200759 (most transferred to Ukraine and subsequently destroyed)~$15MHIGH. Cold War tank optimized for maneuver warfare. Top-attack loitering munitions (Lancet-class), FPV drones with shaped charges, ATGM-armed UAS all lethal. Trophy APS not yet fitted. Weight precludes most regional deployment.
AS21 Redback IFV (tank)2025–27129 planned~$27MMOD-HIGH. New Hanwha platform. Better protected than M113AS4 but at 42t still vulnerable to top-attack precision munitions. Active protection to be fitted.
Boxer CRV 8×8 (tank)2025–26211~$12MMOD-HIGH. Lance turret 30mm provides some counter-UAS capability. No integrated APS.
M113AS4 APC (tank)2007 (upgrade)~340~$3M upgradeHIGH. 1960s aluminium hull. No counter-UAS capability. Replacement overdue.
Bushmaster PMV (armored truck) 2005~1,100~$1.5MMOD. Low unit cost makes individual losses tolerable.
Hawkei PMV-L (armored truck) 2018~1,100~$2MMOD. Similar profile to Bushmaster.
AS9 Huntsman SPH (K9) (howitzer) 202630~$25MHIGH. SPHs are the priority target for counter-battery UAS. Only 30 units — loss of a handful is operationally significant.
M777A2 155mm Towed (howitzer)201054~$5MHIGH. Static when firing, slow to displace. Ukraine has proven this type extremely vulnerable.
M142 HIMARS (rocket launcher)202542 (+48 ordered)~$8MMOD. Dispersible, shoot-and-scoot. GMLRS/ATACMS/PrSM is the real capability. First domestic GMLRS test-fired at Woomera (April 2026).
NASAMS (LAND 19 Ph 7B) (surface to air missile)2025–27TBDTBDLOW (defensive). But: NASAMS is a short-range system based on AMRAAM. Does not close the IAMD gap. NDS 26 revived the MRGBAD program to layer above NASAMS — an implicit admission that the 20+ year Ground Based Air Defense (GBAD) gap has not been closed.
MRGBAD (medium-range GBAD)TBDTBDTBDNew in NDS 26. Represents the first funded commitment to medium-range air and missile defence in two decades. Essential but late.
ARH Tiger Attack Helo200422~$55MHIGH. Being replaced by Apache. Sustainment availability has been <40%.
AH-64E Apache (helicopter)2025–2629~$80MMOD-HIGH. Class faces existential questions post-Ukraine. Standoff missile capability helps.
CH-47F Chinook201514~$60MHIGH in contested airspace. Essential for logistics, no self-defence vs precision munitions.
UH-60M Black Hawk2025–2740 ordered~$40MMOD-HIGH. Replacing Taipan. Same class vulnerability as all utility helicopters.

AIR

SystemIOCUnitsUnit cost (A$)Vulnerability assessment
F-35A Lightning II201872~$110MLOW-MOD. 5th-gen. Primary vulnerability is basing — small number of northern airfields are targetable and have no IAMD. ALIS/ODIN creates US dependency. AIM-260 JATM (air to air missile) acquisition now confirmed per IIP 26. LRASM (anti ship missile) to be integrated.
F/A-18F Super Hornet201024~$90MMOD. 4.5-gen, not survivable vs modern IADS. Useful for standoff strike with JASSM-ER and LRASM (now operational). HACM (Hypersonic Attack Cruise Missile) development under US partnership. Block III upgrade in progress.
EA-18G Growler201712~$100MLOW-MOD. Only non-US Growler operator. Extremely high value.
E-7A Wedgetail (radar plane)20096~$350MMOD. Vulnerable to long-range AAMs (PL-15 class). Only 6 airframes. The future of this platform lies in MUM/T battle management for autonomous systems, not as a standalone AEW.
P-8A Poseidon (sub hunter)201714~$250MMOD. Not survivable in contested airspace. ASW capability essential.
C-17A Globemaster III20068~$330MHIGH if forward-deployed. Irreplaceable — 8 airframes, no planned replacement.
C-130J Hercules200612 (+ 8 on order per IIP 26)~$130MHIGH if forward-deployed. IIP 26 expands fleet to 20.
C-27J Spartan201510~$60MMOD-HIGH. Useful for dispersed archipelagic ops.
KC-30A MRTT (tanker plane)20117~$300MMOD. Essential force multiplier. Only 7.
MQ-4C Triton2024–254 (+3 planned)~$200MHIGH. Large, slow, non-maneuvering. Not survivable in contested airspace.
MQ-28A Ghost Bat2024 (IOT&E)~6 test articles~$30–40MMOD. Points in the right direction, but at current unit cost not attritable by drone-war standards. Unit cost must fall 10–30× and production rate rise by orders of magnitude before Ghost Bat matters at the force level. As a learning lab and a template for evolved CCAs, more valuable.

SEA

SystemIOCUnitsUnit cost (A$)Vulnerability assessment
Hobart-class DDG (guided missile destroyer) 20173~$3BMOD. Aegis + SM-2/SM-6/ESSM. Tomahawk recently added. Only 3 hulls. Vulnerable to saturation AShBM/AShCM and USVs.
Anzac-class FFH (helicopter frigate)19967~$800M (original)HIGH. 1990s design. Being replaced by SEA 3000 Advanced Mogami-class frigates (11 planned, 10,000 nm range, 32-cell VLS).
Hunter-class FFG~2031 (est.)6 planned (down from 9)~$7–8B per hull (not an aircraft carrier!!)Cost blowouts and delays, 32 VLS cells per hull. Entire program yields 192 VLS cells — one US Arleigh Burke Flight III carries 96. ASW-focused. A $45B+ program delivering two destroyers’ worth of missile cells.
SEA 3000 Mogami-class2029–3011 planned~$1.5BNew in IIP 26. 32-cell VLS, 10,000 nm range. Japanese design, first 3 Japanese built. Doubles surface combatant fleet over the decade at $52–65B.
Arafura-class OPV (offshore patrol)20246 (of 12)~$500MHIGH. OPV, lightly armed — some hulls entering service without main armament fitted. Constabulary only.
Canberra-class LHD (baby carrier)20142~$1.5BHIGH. 27,000t amphib, minimal self-defence. Must be heavily escorted.
HMAS Choules (LSD)20111~$150M acquiredHIGH. Landing ship, dock. Old, slow, poorly armed.
Collins-class SSK (attack submarine)19966~$1.2B originalLOW-MOD. Quiet on battery. Historically poor availability. The most survivable major ADF platform if maintained and crewed.
SSN-AUKUS (future)~2040s8 planned~$30–40B per (!)Not operational for 15+ years. Program cost consumes a huge share of envelope.
Virginia-class SSN (interim) (nuclear attack sub)~20333 planned~$5–6B purchaseIf delivered on schedule, the most capable platform in ADF inventory. Crewing and basing challenges.
Ghost Shark XL-AUV (robot submarine)2024 (prototype)TBD~$40–100MLOW. Anduril autonomous. Potentially game-changing. Scale is the question.

SPACE / CYBER

SystemIOCUnitsCost (A$)Vulnerability assessment
JP 9102 (MILSATCOM)~2027Multi-orbit~$3–4BRedefined in NDS 26 as multi-orbit for resilience. Number of satellites and timeline unspecified.
DEF 799 (Space Surveillance)Effectively disappeared from public reporting over the last two years. Likely quietly cancelled or downscaled. No sovereign space-based ISR.
DARC (Deep Space Advanced Radar Capability)PartialJoint AU/US/UK programTrilateral SSA capability out to GEO. Australia is a partner, not sole operator — co-dependent rather than fully sovereign.
Jindalee OTH Radar (JORN)20033 sites~$2.5B totalHIGH. Ground-based, fixed, targetable — but geographically remote. Irreplaceable sovereign capability.
REDSPICE (ASD Cyber)2022~$10B / 10yrOffensive and defensive cyber. Doubles ASD capability. Arguably the best value-for-money investment in the ADF: asymmetric, scalable, sovereign.

In short, almost none of Australia’s current or near future weapon systems are useful against any adversary capable of obtaining the specific kinds of missile or drone warfare systems that are routinely fielded by such poorly funded outfits as second tier Mexican cartels, investigative journalists, Hamas, and Houthi rebels, as we have seen time and time again in Ukraine, Iran, and other places. 

This may seem unbelievable. So unbelievable that, for example, you can measure Russia’s state of denial in their loss of more than 2600 tanks to drone attacks in the last four years. Australia doesn’t have 2600 spare tanks to learn this lesson. We live in the future, and highly capable attack drones are significantly less difficult to build than, say, a motorcycle. 

The structural problem, restated

Australia’s capability posture is built around high-unit-cost, low-count, foreign-sourced exquisite platforms — a force structure appropriate to a world where precision strike was a US/USSR duopoly and tactical mass was a minor consideration. That world is gone. In the world NDS 26 claims to operate in — the post-Ukraine, post-Red Sea, post-Nagorno-Karabakh world — tactical mass is everything, and the cost-exchange regime rewards the side that can produce cheap guided munitions in volume.

Australia produces essentially none of these domestically. Approximately 90% of Australian defence acquisition spending flows offshore, primarily to the US. The 2024 NDS identified this as a problem and committed to sovereign industrial resilience; the 2026 NDS reiterates the commitment and adds some additional funding. Neither document commits to domestic manufacturing at the scale or tempo the threat model requires.

Despite spending $60b/year, foreseeable advances in drone weapons have rendered not only Australia’s legacy defence systems but almost all of its current generation of acquisitions obsolete.

On land we have vehicles, tanks, artillery, attack helicopters, all of which are extremely expensive cannon fodder for drones or guided rockets. As we have seen in Ukraine, when a $1000 drone can take out a $1m tank or $100m aircraft, the asset light combatant has a sharp advantage. 

On sea, we are planning to spend AUD$70b (1.5x the entire Manhattan Project!) on six Hunter Class Frigates that are far too few to defend our maritime borders and just as vulnerable to explosive jet skis as Russia’s black sea fleet, halved in four years by a conventionally far weaker adversary who doesn’t even have a navy, and who extracted casualties with a 1:1000 cost exchange ratio. Australia is rich but not that rich.

The only systems which are not floating boxes of explosives and sailors visible from space are the submarines, consisting of the rapidly aging Collins fleet and the AUKUS submarines that are as expensive and foreign as they are far off.

In air, Australia has about 100 foreign-built fighters. Which airforce are they built to engage? Australia doesn’t have a regional peer adversary who is going to slug it out fighter to fighter. 100 F-18s and F-35s could hardly stand up to Chinese air power and represent high value targets (particularly when on the ground) to irregular insurgent/proxy/asymmetrical combatants, against which they have struggled to engage in similar conflicts elsewhere. Israel has plenty of jets but they were not particularly useful in stopping rocket attacks from Gaza.

In all cases, this is hardware built for fighting yesterday’s wars. The electric stack has de-costed by a factor of 100-1000, putting sharply asymmetrical threats directly into the fight. In WW2, the Allies were ultimately able to achieve crushing air superiority and then destruction of enemy energy and transport infrastructure via the saturation Combined Bombing Offensive. Eighty years later, wars are once again decided by materiel production capacity, only adversaries can easily field 100 times as many aircraft and operate them with software rather than trained pilots. 

Despite spending nearly AUD$60b/year, Australia is functionally undefended and undefendable. The unstated premise of this conversation is whether Australia’s military is powerful enough to deter, that is, to compel the resolution of disputes through diplomatic channels, with strong military powers like China. But this isn’t how most wars are fought anymore. 

Instead, adversarial powers prefer to act with a winking deniability between networks of proxies, committing a litany of sub-threshold hybrid outrages that are calibrated to fall short of an open declaration of war while doing everything possible to degrade their opponents. 

Grey-zone threats the strategy underweights

The documents acknowledge “hybrid threats” but the IIP does not allocate against them at scale. The actual vectors being used against Australia and similar middle powers today include:

A further strategic problem: any adversary can use Australia’s much smaller, closer neighbours, or enormous swaths of uninhabited sovereign territory, or even existing infrastructure, as covert staging grounds. In a world where adversaries now routinely preposition containers of offensive drones within a mile of their target, how are Papua New Guinea, the Solomons, parts of Indonesia, and the broader Pacific arc, let alone the 99% of Australia with no significant human presence, meant to counter this threat? A few shipping containers of Shaheds or lightly modified commercial drones, released by a non-state proxy, would be sufficient to regionally neutralize Australian military power, with no warning, no formal declaration of war. This is not speculative. Hezbollah has conducted Shahed operations against Israel from Iraq and Yemen. Houthi operations have targeted commercial shipping and US naval assets at 1000+ km standoff. Wagner / Africa Corps conducts similar operations across the Sahel. The base rate of proxy-staged drone warfare is not hypothetical, rather, it is the modal form of contemporary conflict.

In 1943, Australian commandos were able to infiltrate Japan-occupied Singapore in a disguised fishing boat, sinking or damaging six ships. This sort of raid could only be done once, at enormous risk and limited impact. Today, a similar raid could be executed by a competent high school robotics team with autonomous boats, or deployed at literally 1000x the scale and 1000x less cost by a well-resourced military. 

What the 2026 IIP does not buy, and must

In the following, I advocate strongly for domestic production capacity. This does not mean autarky. It means possessing enough of the stack that either the remaining supply chains are highly fungible, or Australia has enough aggregate industrial power to earn a seat at the table when supply is constrained. 

(I drafted this post before the latest conflict in Iran. Then, I worried that Australia lacking bargaining power in a resource constrained environment would be hard to motivate. Now, with Australian agriculture on the verge of diesel starvation, it is only too obvious.)

None of what follows is technically difficult relative to Australian economic and technological capacity. The Soviet Union delivered most of it in the 1950s, at a fraction of Australia’s current real GDP per capita. Each program below could be operated for under AUD $1B/year — well within the existing defence envelope. 

Indeed, programs fail more often from over funding causing indigestion than underfunding. Committing to tight budgets and schedules is the key to success.

Must-have domestic capability

Orbital launch capability. SpaceX developed Falcon 1 in five years for under $100M. Rocket Lab repeated the feat with Electron a decade later. Gilmour Space Technology in Queensland is developing the Eris vehicle — the first Australian-developed orbital-class rocket — and represents the nascent beginning of sovereign launch. It is privately funded, chronically under-supported by the government, and has not yet reached orbit. Compare Rocket Lab’s trajectory, which benefited from early NZ government partnership and US customer access. Without sovereign launch, Australia lives under a sky controlled by others.

Domestic comsat, spysat, radar sat, and GNSS capability. SpaceX ships some of the most advanced satellites ever built, for less than $1M per unit. The US, China, India, Russia, Europe, and Japan each operate sovereign GNSS constellations. Planet Labs, a private company, operates hundreds of imaging satellites and offers sub-metre resolution. Umbra operates a SAR constellation resolving better than 1 m in any weather. The ADF buys or requests access to intelligence that any civilian with a credit card can purchase — and has no sovereign path to independent ISR because DEF 799 has effectively disappeared from the public IIP over the last two years. JP 9102 has been redefined to multi-orbit per NDS 26, but the number of satellites and timeline remain unspecified. Through DARC, Australia is a partner in deep-space SSA — genuinely useful, but co-dependent with the US and UK, not sovereign.

One million drones per month manufacturing capacity, with local supply chains and/or stockpiles sufficient for more than a year of sustained conflict. Ukraine produced over 2 million drones in 2024 and 4 million in 2025 — a wartime economy, certainly, but Ukraine’s pre-war GDP was a quarter of Australia’s. Australia has a strong drone innovation community (the current world drone speed record is held by an Australian hobbyist) but no production base worth the name.

Drones require motors, structures, batteries, power electronics, and controllers. Most of these parts can be mass-produced with startup capital in the ~$1B range per category. Standing up semiconductor fab capacity for controllers, MEMS sensors, and CMOS cameras at drone-adequate nodes would cost approximately $5B. The first step is supplier relationships and stockpiling; the second is a land-and-expand domestic fab strategy with enough strategic ambiguity about actual capacity that defence saturation or blockade are unacceptably risky for an adversary. Either Australia has the ability to produce its own industrial controllers, or it ends up — as Russia has — cannibalising white goods for guided-munition chips. Fabricating 1980s-era 8086-class processors is not technically difficult; those nodes are adequate for the vast majority of drone applications. But… Australia bulldozed its only functional fab in 2021 to extend the Sydney Metro.

Austin Vernon has described the necessary fleet architecture in his drone airforce essay. The point is that the key components are the same across drone types, which means that a single industrial base serves the entire mission set.

Missile defence. Israel, the US, and other allies have operationalised layered missile defence systems. What were infeasible science projects in the 1960s and unreliable demonstrators in the 1990s are now mature enough to shift deterrence calculus — not to guarantee leak-proof defence, which is physically difficult against a capable adversary, but to raise the cost of strike sufficiently to change the adversary’s planning. A system that intercepts more than 50–70% of incoming threats is a strategic asset; it does not need to be perfect to deter. Australia’s NDS 26 MRGBAD acquisition is the first real step in two decades, but it is a purchased point-defence capability, not a sovereign system. Building a domestic layered IAMD would cost a fraction of AUKUS and deliver deterrent value on a much shorter timescale. 

There are multiple rocket hobbyists on YouTube currently building rockets that, with some extra-legal tweaks, would be capable of missile defence. AI coding agents are more than capable of writing the entire software stack in an afternoon. Australia does not need to spend billions of dollars and wait decades to purchase this capability from foreign nations. 

Energy independence.

  • Australia has oil and tight shale but has allowed domestic refining capacity to collapse. Two refineries are not enough. This is re-discovered every few years, including the current gulf crisis.
  • Australia invented the modern solar module and then actively exported the technology to China. It is now time to play an active role in the production of the materials and technology that power the electric stack. Building GW-scale solar and inviting the world to smelt their aluminium and other metals in Australia is a path to both wealth and strategic weight.

Submarines.

  • Surface naval assets are increasingly vulnerable against any adversary. Conventional wisdom maintains that surface ships can still function inside an integrated force given sufficient organic integrated air/missile defence (IAMD), electronic warfare (EW), counter unmanned aerial system (C-UAS), and coalition coverage but it is not the empirical pattern of recent conflicts. The Black Sea Fleet, operating inside its own anti-access/area denial (A2/AD) bubble with the full range of Russian EW and air cover, was reduced 45% by an adversary without a navy. The Moskva and Sevastopol strikes were the headline cases; the attritional campaign against patrol craft, intelligence ships, and the Kerch Bridge was continuous. Surface ships can be made more survivable. They cannot currently be made cheap enough for an attrition regime.
  • Submarines retain genuine utility. They are used for anti-shipping, anti-submarine, special-forces insertion, strategic chokepoint interdiction, electronic intelligence, and missile launch. Crewed submarines perform all these missions, but autonomous submarines can perform many of them, and the technology is trending there — Australia’s Ghost Shark program is a leading example.
  • Submarines require air-independent propulsion. The Collins class has demonstrated that Australia can operate large long-range diesel-electric submarines for decades, though transit speed and time on station are so limited that coverage of Australia’s top four strategic chokepoints would require a fleet of over one hundred submarines of this type. 
  • The US Navy developed the first nuclear submarine powerplant in 1173 days for approximately $2.5B in current dollars, including two hulls and the adjacent unsuccessful sodium-cooled reactor work, as well as all the start-up costs associated with building the first ever nuclear power reactors, such as developing a supply chain for hafnium and vanadium from scratch. Seven decades of design heritage and modern computational tools later, Australia is being told that buying foreign-designed and mostly foreign-built nuclear submarine powerplants will cost $30–40B over 15+ years. Why do the error bars on this purchase exceed by a large factor the real world cost and time for long dead pioneers to do it for the first time ever? Brazil is developing sovereign nuclear submarine technology. A domestic Australian submarine powerplant effort, capped at $1B and four years, is technically feasible. Whether it is politically feasible is a separate question.

Must-have domestic participation

AI sovereignty. The near future will run on CCP AI or US AI. Choose wisely.

  • Australia must retain the ability to make material contributions to US frontier AI, and therefore to derive special benefits from it.
  • Australia does not need to run a nationalized frontier model or replicate TSMC. It does need to contribute enough of the stack to stay in the conversation.
  • Australian expats are well-represented at every frontier AI company. A “Federation Fellowship” structured to repatriate senior talent on favourable terms could help, but would need significant follow through.
  • Australia is geographically ideal for large solar-powered AI datacenters, but would need legal reform to bring Australian fair-use and training-data rules into alignment with US practice.

Nuclear weapons. This is the most politically fraught recommendation in this document, and I want to state it precisely.

The technical argument: producing a nuclear weapon is not especially hard given baseline industrial capacity. The 1964 Nth Country Experiment showed that three physics PhDs with no classified access produced a workable weapon design in 2.5 years.

The strategic argument: the 1994 Budapest Memorandum, under which Ukraine relinquished its nuclear arsenal in exchange for security “guarantees”, has become the canonical example of why middle powers without independent deterrents are structurally vulnerable. Having a nuclear deterrent guarantees a baseline of absolute national sovereignty that no alliance commitment can replicate.

The political and industrial argument: Australia has a tiny civil nuclear industry, no enrichment or separation capability, no testing infrastructure, and — at present — no political coalition willing to sustain the investment. That said, North Korea is hardly an economic powerhouse and was able to build plutonium weapons despite determined interference by its adversaries. The NPT and various regional agreements would need to be renegotiated, exited, or ignored.

The point of listing nuclear weapons here is to identify an asymmetry: the technical and industrial obstacles are self-imposed and reversible on a sub-decade timescale given political will. The political constraint is the binding one. If Australian political will to sustain sovereign security catches up to the realities of the post-unipolar era, the nuclear question will be on the table, and the preparation — civil nuclear industry, enrichment-adjacent capability, professional workforce — should begin now regardless.

Having a nuclear deterrent guarantees absolute national sovereignty. After WW1 and WW2, England and France did not hesitate for an instant to ensure they could never again suffer outrages from the industrial might of Germany and later, the Soviets. It is better to have it and not need it than to think “she’ll be right mate” and bequeath eternal slavery and damnation to your descendents.

Conclusion

None of the capabilities above are hard to build relative to Australian economic and technological capacity. The Soviet Union did them in the 1950s. Each program could be operated for under AUD $1B/year — a rounding error inside the existing defence budget, and less than a tenth of what AUKUS Pillar 1 is projected to consume annually by the late 2030s.

Unlike the current acquisition pattern, which sends most capital offshore in exchange for indefinite dependence on foreign industrial complexes for maintenance and support, a domestic weapons-platform development policy accumulates research and production expertise within Australia, where its value appreciates over time, including in the civilian economy. Expat Australians work at every frontier technology company on earth. Australian hobbyists hold world records in the relevant disciplines. The constraint has never been talent, capital, or technology.

The 2023 Defence Strategic Review diagnosed the threat environment accurately. The 2024 and 2026 National Defence Strategies identified the right doctrine — National Defence, Strategy of Denial, self-reliance, industrial resilience. The 2026 Integrated Investment Program commits $425B against these priorities and in doing so reaffirms a platform-centric acquisition model that the post-Ukraine evidence base does not support.

Australia is not undefendable in principle, but it is undefendable against the threat model the documents themselves describe, using the capabilities the documents themselves fund.

The Strategy of Denial is the right strategy. The question is whether the capability program actually delivers denial against a cost-exchange ratio of 1:1000 in favour of the adversary. 

The answer to that question, visible in the IIP line items, is obviously not. That has to change.

Australia’s future national sovereignty could topple at any moment, not through conventional conquest but through the slow attrition of deterrent credibility that invites exactly the kind of sub-threshold coercion the Strategy of Denial is evidently unable to prevent. 

If Australia fails to aggressively correct course toward domestic defence tech production immediately — not the next biennial National Defence Strategy cycle, right now — the last vestiges of its existence as an independent political entity will soon vanish entirely. 

A School of Mud Volcano Islands in Azerbaijan

Satellite view of a tadpole-shaped brown land area encircled by blue-green water.
Long spits of muddy sediment are visible behind islands created by mud volcanoes in an image captured on August 30, 2025, by the OLI (Operational Land Imager) on Landsat 8.
NASA Earth Observatory/Lauren Dauphin

Today’s story is the answer to the April 2026 puzzler.  

With its abundance of naturally occurring gas seeps and fires, Azerbaijan has long been called “the land of fire.” Yet burning mountains are just one of the geologic wonders found in the small Eurasian country on the Caspian Sea.

Azerbaijan is also home to at least 220 mud volcanoes, according to data from the Azerbaijani government, though some researchers put the total number closer to 350. That is thought to be one of the highest concentrations of mud volcanoes on Earth.

Mud volcanoes—as well as gas seeps—are found within sedimentary basins where geologic conditions have allowed hydrocarbons to accumulate. Such basins typically have fluids and gases, such as oil and methane, trapped beneath sedimentary rocks and under high pressure. Instead of erupting molten lava, mud volcanoes typically eject cold slurries of mud, water, methane, and other gases. Oil and gas form from the remains of marine organisms, such as phytoplankton and algae, which settle on the ocean floor and are later transformed by pressure and heat.

Many of Azerbaijan’s mud volcanoes are clustered near the cities of Baku and Qobustan on the Absheron Peninsula, an area where structural folds and faults in the landscape have created cracks that allow methane-rich mud to move up toward the surface. On land, mud volcanoes typically form conical structures anywhere from 20 to 400 meters (70 to 1,300 feet) tall and 100 to 4,500 meters in diameter.

There are also at least 140 underwater mud volcanoes in the South Caspian Sea along Azerbaijan’s coast, including eight islands in the Baku archipelago. The satellite image above shows one of them, the tadpole-shaped Xərə Zirə Adası (also known in Russian as Ostrov Bulla), which had violent eruptions in 1961 and 1995 and still has two “weakly active” mud volcano vents, said Adelaide University geologist Mark Tingay. The neighboring island to the northwest, Duvannı (Ostrov Duvannyy), is visible in the wide view below. It erupted in 2006 and still has active vents on its northern side.

“The islands’ ‘tails’ are most likely caused by currents eroding their weak mud deposits,” Tingay said. “They look like spits of eroded and redeposited sediment that formed on the lee of the island, where current and wave action have the least effect.”

Satellite view of a tadpole-shaped brown land area encircled by blue-green water.
Four tadpole-shaped mud volcano islands are visible along the Caspian Sea in this image captured on August 30, 2025, by the OLI (Operational Land Imager) on Landsat 8.
NASA Earth Observatory/Lauren Dauphin

There are two more tadpole-shaped islands to the south, with sediment “tails” also oriented to the southwest. One of these—Səngi Muğan Adası (Ostrov Svinoy)—is known for producing particularly violent eruptions, most recently in 2002 and 2008, Tingay said. One of its most notorious events occurred in 1932 when, without warning, it released a 150-meter-tall fireball in an eruption that caused 13 injuries and almost destroyed the island’s lighthouse, he added. 

Though mud volcanoes are interesting to geologists and often indicators of underground fossil fuels, they can be unpredictable and pose risks. “They have the potential for ‘paroxysmal eruptions’—short but extremely violent eruptions,” Tingay said. “They sometimes fuel huge fireballs and have created whole new islands in the space of a few minutes.”

NASA Earth Observatory images by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Adam Voiland.

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Lund University anticipates EU-wide kidney exchange, and celebrates Tommy Andersson

European kidney exchange is making progress:)

 Kidney Transplants Save Lives, Cut Taxpayer Costs   Lund University
Sweden's kidney exchange programme has been operational since 2018 and will soon be expanded to include the entire EU. The programme has meant that patients' previous waiting times of up to two years have been reduced to just six months.

"Tommy Andersson, Professor of Economics at Lund University School of Economics and Management, never imagined his research would one day lead to this-but his joy, pride, and commitment are unmistakable.

"Thirteen years ago, we began the planning phase in Sweden, and in 2019 we expanded to Denmark, and later to Finland, Iceland, and Norway. The programme is called STEP (Scandiatransplant Exchange Programme). Now, in 2026, there is a consensus on how kidney exchanges should be conducted across the entire EU, and almost all the pieces of the puzzle are in place for us to launch the pilot project during 2026," says Tommy Andersson.

WATCH FILM (in Swedish): "The Economist Saving Lives" -  

Tommy Andersson was involved from the start, developing the algorithms that make the kidney exchange programme in Sweden possible. In cases where a family member can donate a kidney, the transplant can occur directly. However, if the donor's kidney does not match the patient, the exchange programme becomes vital. The programme enables matching across Scandinavia and soon across the entire EU." 

SpaceX launches final GPS III satellite for the U.S. Space Force

A Falcon 9 streaks through a sky filled by the Milky Way in this long duration streak shot. It carried a Global Positioning System satellite for the U.S. Space Force. Photo: John Pisani/Spaceflight Now.

The U.S. Space Force launched its final Global Positioning System (GPS) III satellite into medium Earth orbit in the predawn hours of Tuesday aboard a SpaceX Falcon 9 rocket.

Liftoff from pad 40 at Cape Canaveral Space Force Station occurred at 2:53:25 a.m. EDT (0653:25 UTC).

The mission was delayed a day due to poor weather in the recovery zone for the first stage.

The satellite for the GPS III-8 mission is officially designated Space Vehicle 10 (SV10) satellite but is also named ‘Hedy Lamar’ after the Austrian-American actress and inventor whose frequency-hopping research led to the development of technologies, like GPS satellites, WiFi, and Bluetooth.

“Today marks an important milestone for our unit and for the entire GPS enterprise. As we prepare to launch the final satellite in the GPS III block, we’re closing out a chapter that has defined the last several years of work for this team,” said USSF Col. Stephen Hobbs, the Mission Delta 31 (MD 31) commander within Combat Forces Command.

“Closing out the GPS III block is not the end of the story, but rather it’s a foundation for what comes next. We’re excited to turn the page and continue advancing our mission with the GPS IIIF generation, bringing even greater capability to the joint force and to the global users who rely on this system every single day.”

A SpaceX Falcon 9 lifts off with the GPS III-8 SV10 satellite. Photo: Adam Bernstein/Spaceflight Now.

SpaceX launched the mission using the Falcon 9 first stage booster B1095, which flew for the seventh time after launching six batches of SpaceX’s Starlink satellites.

The GPS III SV10 satellite was encapsulated in two halves of the payload fairing, one of which flew for a second time and the other for a third time. One of the pair was used on the GPS III-9 mission back in January.

“So that was a huge benefit for us and for the Space Force team to take advantage of that from a mission assurance perspective,” said Anne Mason, SpaceX’s director of its National Security Space Launch (NSSL) division.

A little more than 8.5 minutes after liftoff, B1095 landed on the drone ship, ‘Just Read the Instructions.’ Both halves of the payload fairing were also to be recovered after splashing down a little further downrange than the booster.

The drone ship will be devoted to supporting the Starship program, SpaceX said.

The mission also represented the fourth time that SpaceX will carry to orbit a GPS satellite that was originally assigned to United Launch Alliance as part of the NSSL Phase 2 contract with the U.S. Space Force.

Previous GPS satellites were moved from ULA’s Vulcan rocket to SpaceX’s Falcon 9 because of development delays with that rocket. Vulcan didn’t receive certification to fly NSSL payloads until the spring of 2025.

During its most recent launch, USSF-87, the rocket suffered a problem with one of its Northrop Grumman-built solid rocket boosters. The payload was able to be delivered to the intended orbit, but the launch vehicle is grounded in its most powerful configurations until an investigation is completed.

“One of the things we really pride ourselves on here on the NSSL program, is our flexibility and responsiveness, and a lot of that goes to our our contracts, the way they’re set up, that allow for swaps like this,” said USSF Col. Ryan Hiserote.

“For any of these swaps, we have to have both launch providers agree to it. So both SpaceX and ULA have agreed to all of these swaps. So just that process and teamwork has gotten a little bit faster and tighter each time.”

In exchange for putting the GPS III SV10 satellite on a Falcon 9 rocket, ULA in turn will fly the USSF-70 mission on a Vulcan rocket in 2028. That mission with an undisclosed payload was originally set to fly on a Falcon Heavy rocket.

The GPS III Space Vehicle 10 satellite, named ‘Hedy Lamar’, is photographed during the process of it being encapsulated within SpaceX Falcon 9 payload fairings. Image: SpaceX

The GPS III-8 SV10 satellite will join a fleet of 38 spacecraft in medium Earth orbit, of which 32 are active. The others are held in reserve in case of a problem with the operational spacecraft.

Following the GPS III-8’s deployment, about an hour and a half after liftoff, the satellite will raise its orbit over a period of 10 days to achieve its operational position, said Fang Qian, Lockheed Martin’s vice president of its Global Positioning System program. That will be followed by two to three days of on-orbit testing before satellite operations are handed over to the Space Force.

“And on this particular launch, because we have the optical cross-link demo, we will likely be doing a little more testing to ring out what capability that has to feed in future blocks of the IIIF satellites,” Hobbs said.

The optical cross-link demonstration is a laser communications system that is being tested on this mission before it’s integrated on the next-generation GPS IIIF satellites. The SV10 satellite also carries with it a new digital atomic clock for better precision as another technology demonstration.

“The final GPS III deployment is an important milestone as we continue strengthening the GPS constellation,” Qian said in a post-launch statement. “By launching SV10 into orbit, we’re not only adding to the resiliency of today’s GPS capabilities – we’re opening the door to the next generation of GPS IIIF satellites that will provide greater resiliency and serve as the backbone of the GPS constellation for years to come.”

Critical Fire Weather Conditions in the Plains; Increasing Severe Weather Chances for the Plains and Upper Midwest