Record warm winter-to-date continues across most of the American West; already abysmal mountain snowpack dips to record low levels in many areas (except…higher elevations in southern Sierra!) Well, it sure has been a winter to remember thus far across the Western U.S. Astonishing, record-breaking warmth has pervaded nearly entire region (with few exceptions, though one […]
The post After a long, dry, and very warm January, a cooler & wetter pattern will return to the U.S. West, with partial relief amid record-low mountain snowpack first appeared on Weather West.
To be clear, I am not blaming Singapore on this one. But it is striking to me how much Americans do not talk about Singapore any more. They are much, much more likely to talk about Europe or England, for instance. I see several reasons for this:
1. Much of the Singapore fascination came from the right-wing, as the country offered (according to some) a right-wing version of what a technocracy could look like. Yet today’s American political right is not very interested in technocracy.
2. Singapore willingly takes in large numbers of immigrants (in percentage terms), and tries to make that recipe work through a careful balancing act. That approach still is popular with segments of the right-wing intelligentsia, but it is hardly on the agenda today. For the time being, it is viewed as something “better not to talk about.” Especially in light of some of the burgeoning anti-Asian sentiment, for instance from Helen Andrews and some others. It is much more common that Americans talk about foreign countries mismanaging their immigration policies, for instance the UK and Sweden.
3. Singaporean government looks and feels a bit like a “deep state.” I consider that terminology misleading as applied to Singapore, but still it makes it harder for many people to praise the place.
4. Singapore is a much more democratic country than most outsiders realize, though they do have an extreme form of gerrymandering. Whatever you think of their system, these days it no longer feels transgressive, compared to alternatives being put into practice or at least being discussed. Those alternatives range from more gerrymandering (USA) to various abrogations of democracy (potentially all over). In this regard Singapore, without budging much on its own terms, seems like much more of a mainstream country than before. That means there is less to talk about.
4b. Singapore’s free speech restrictions, whatever you think of them, no longer seem so far outside the box. Trump is suing plenty of people. The UK is sending police to knock on people’s doors for social media posts, and so on. That too makes Singapore more of a “normal country,” for better or worse (I would say worse).
5. The notion of an FDI-driven, MNE-driven growth strategy seems less exciting in an era of major tech advances, most of all AI. Singapore seems further from the frontier than a few years ago. People are wishing to talk about pending changes, not predictability, with predictability being a central feature of many Singaporean service exports.
6. If you want to talk about unusual, well-run small countries, UAE is these days a more novel case to consider, with more new news coming out of it.
Sorry Singapore, we are just not talking about you so much right now! But perhaps, in some significant ways, that is a blessing in disguise. At least temporarily. I wrote this post in part because I realize I have not much blogged about Singapore for some years, and I was trying to figure out why.
The post Why is Singapore no longer “cool”? appeared first on Marginal REVOLUTION.
Tyler tries to cure my immigration backlash confusion, but not to my satisfaction. The overarching flaw: He equivocates between two different versions of “backlash to immigration.”
Version 1: Letting in more immigrants leads to more resistance to immigration.
Version 2: Letting in more immigrants leads to so much resistance to immigration that the total stock of immigration ultimately ends ups lower than it would have been.
Backlash in the first sense is common, but no reason for immigration advocates to moderate. Backlash in the second sense is a solid reason for immigration advocates to moderate, but Tyler provides little evidence that backlash in this sense is a real phenomenon.
Do read the whole thing, but I feel I am obviously right here. Bryan should read newspapers more! If I did not provide much evidence that backlash is a significant phenomenon, it is because I thought it was pretty obvious. A few points:
1. I (and Bryan all the more so) want more immigration than most voters want. But I recognize that if you strongly deny voters their preferences, they will turn to bad politicians to limit migration. So politics should respect voter preferences to a reasonable degree, even though at the margin people such as myself will prefer more immigration, and also better immigration rules and systems.
2. The anti-immigrant politicians who get elected are very often toxic. And across a wide variety of issues. The backlash costs range far wider than just immigration policies. (I do recognize this does not apply in every case, for instance Meloni in Italy seems OK enough and is not a destructive force. She also has not succeeded in limiting migration, and probably cannot do so without becoming toxic. So maybe that story is not over yet. In any case, consider how many of the other populist right groups have a significant pro-Russia element, Russia being right now probably the most evil country in the world.)
3. If immigration runs “out of control” (as voters perceive it) in your country, there will be anti-immigrant backlash in other countries too. For instance in Japan and Poland. Bryan considers only backlash in the single country of origin. In Japan, for instance, voters just handed their PM a new and powerful mandate, in large part because of the immigration issue. The message was “what is happening in other countries, we do not want that happening here.” The globalization of communications and debate increases the scope and power of the backlash effect considerably.
Most of all, it is simply a mistake to let populist right parties become the dominant force in Europe, and sometimes elsewhere as well. You might think it is not a mistake because we need them to limit migration. Well, that is not my view, but I am arguing it is a mistake to get to that margin to begin with.
In short, we need to limit migration to prevent various democracies from going askew. Nothing in that argument contradicts the usual economic (and other) arguments for a lot of immigration being a good thing. And still it is a good thing to try to sell one’s fellow citizens on the case for more immigration. Nonetheless we are optimizing subject to a constraint, namely voter opinion. Why start off an intertemporal bargaining game by trying to seize as much surplus (immigration) as possible? That to me is obvious, more obvious every day I might add.
The post Bryan Caplan on immigration backlash appeared first on Marginal REVOLUTION.

Today’s Picture of the Week shows the full scope of Paranal’s beauty. Cerro Paranal in Chile’s Atacama Desert, the mountain peak home to ESO’s Very Large Telescope (VLT), is a site of many marvels. And this panoramic image taken by Chilean astrophotographer Alexis Trigo certainly captures them all.
Right in front, one of the movable Auxiliary Telescopes (ATs) stands tall. While this "relatively" small 1.8-m telescope has its eyes shut, its bigger siblings, the Unit Telescopes (UTs), each with an 8.2-m mirror, are scanning the sky. The lasers emerging from the UTs each create a bright artificial star on the sky, so the shifts and swirls of the atmosphere can be measured and corrected to deliver sharp data.
The UT4 telescope, seen here to the right, had been equipped with four lasers for several years already. But in November 2025, when this image was taken, additional lasers were being tested in the other three UTs. These new lasers are part of an upgrade to the VLT Interferometer (VLTI) and its GRAVITY instrument, called GRAVITY+. The four UTs can work together as a huge virtual telescope, and these new lasers will allow them to observe much fainter objects than before.
But the telescopes are not the only marvel that stands out in this picture: the dark sky in the background is just as striking, with the centre of the Milky Way shining to the left. This view is unfortunately polluted by many “scratches” caused by satellite megaconstellations, a growing threat for astronomy that ESO is working hard to mitigate.
Donald Trump has chosen Kevin Warsh, a harsh critic of the Federal Reserve who has called for “breaking some heads,” as the next Fed chair. Last week I wrote about what the Fed is and what it does. Today I’ll talk about the Fed’s policy record, with emphasis on the criticisms offered by Warsh and others.
The history of the Fed is inextricably intertwined with the history of the U.S. economy. You can’t understand the Fed’s policy choices — how, for example, it came to own more than $8 trillion in assets — without understanding the challenges it faced. So today’s post will be structured around historical events and the Fed’s policy responses.
I don’t want to go too far back. There are huge controversies about Federal Reserve policy and its effects during the stagflation of the 1970s, and for that matter during the Great Depression of the 1930s. But these historical controversies aren’t directly relevant to current policy debates.
Nor, I realized while drafting this post, is this the place to discuss recent events — in particular the post-Covid inflationary shock of 2021-2023. To include the debate over that shock would make this post too long. So that’s for next week.
Today I will focus on events and policy disputes after the mid-1980s but before Covid. As I explained last week, by 1985 the Fed’s tight money policy, under the direction of Fed Chair Paul Volcker, had broken the back of persistently high inflation – a hangover from lax monetary policy during the Nixon Administration and oil shocks. Taming inflation cameat a high cost -- an extremely severe recession.
In the aftermath of those epochal events both the U.S. economy and Federal Reserve policy settled into an extended period of relative calm, which economists sometimes call the Great Moderation. However, calm never lasts. In 2008 the United States and the world economy as a whole were wracked by the global financial crisis. The Fed’s response to that crisis was deeply controversial, with harsh criticism coming especially from the political right.
Then, just as the Fed was trying to “normalize” its policies, Covid struck, followed by a severe bout of inflation. The Fed’s response also remains deeply controversial — but that’s for the next primer.
Why does this history matter? Because, to a remarkable extent, attacks on the Federal Reserve today are coming from the same people who were vituperatively critical of the Fed during the global financial crisis and its aftermath. Over time, the Fed’s choices in response to the crisis were overwhelmingly vindicated by the economy’s response to those choices, which refuted the claims of the Fed’s harsh critics. But the turning of the political wheel has now put the people who were proved wrong about monetary policy in charge of Trump administration policy. And, in the person of Kevin Warsh, in charge of the Fed itself. So monetary policy disputes from the global financial crisis era remain all too relevant.
Beyond the paywall I will address the following:
1. Federal Reserve policy before the global financial crisis
2. Federal Reserve policy during and after the global financial crisis
3. The debate over quantitative easing
4. Why this history matters now
Friend and neighbour Karen James made me a Kākāpō mug. It has a charismatic Kākāpō, four Kākāpō chicks (in celebration of the 2026 breeding season) and even has some rimu fruit!


I love it so much.
People on the orange site are laughing at this, assuming it's just an ad and that there's nothing to it. Vulnerability researchers I talk to do not think this is a joke. As an erstwhile vuln researcher myself: do not bet against LLMs on this.
Axios: Anthropic's Claude Opus 4.6 uncovers 500 zero-day flaws in open-source
I think vulnerability research might be THE MOST LLM-amenable software engineering problem. Pattern-driven. Huge corpus of operational public patterns. Closed loops. Forward progress from stimulus/response tooling. Search problems.
Vulnerability research outcomes are in THE MODEL CARDS for frontier labs. Those companies have so much money they're literally distorting the economy. Money buys vuln research outcomes. Why would you think they were faking any of this?
Tags: thomas-ptacek, anthropic, claude, security, generative-ai, ai, llms, open-source
No, this is not an AI post. Codex is a NYC bookshop at 1 Bleecker St., at Bowery. It is quite extraordinary in its curation of used books. The fiction section is large, yet you can pick up virtually any title on the shelves and it is worth reading. A wonderful place to go to get reading ideas, plus the prices are reasonable and the used books are in decent shape. Such achievements should be praised.
The post *Codex* appeared first on Marginal REVOLUTION.
(Lord’s day). Up, and it being a very great frost, I walked to White Hall, and to my Lord Sandwich’s by the fireside till chapel time, and so to chappell, where there preached little Dr. Duport, of Cambridge, upon Josiah’s words, — “But I and my house, we will serve the Lord.” But though a great scholler, he made the most flat dead sermon, both for matter and manner of delivery, that ever I heard, and very long beyond his hour, which made it worse.
Thence with Mr. Creed to the King’s Head ordinary, where we dined well, and after dinner Sir Thomas Willis and another stranger, and Creed and I, fell a-talking; they of the errours and corruption of the Navy, and great expence thereof, not knowing who I was, which at last I did undertake to confute, and disabuse them: and they took it very well, and I hope it was to good purpose, they being Parliament-men. By and by to my Lord’s, and with him a good while talking upon his want of money, and ways of his borrowing some, &c., and then by other visitants, I withdrew and away, Creed and I and Captn. Ferrers to the Park, and there walked finely, seeing people slide, we talking all the while; and Captn. Ferrers telling me, among other Court passages, how about a month ago, at a ball at Court, a child was dropped by one of the ladies in dancing, but nobody knew who, it being taken up by somebody in their handkercher. The next morning all the Ladies of Honour appeared early at Court for their vindication, so that nobody could tell whose this mischance should be. But it seems Mrs. Wells1 fell sick that afternoon, and hath disappeared ever since, so that it is concluded that it was her.
Another story was how my Lady Castlemaine, a few days since, had Mrs. Stuart to an entertainment, and at night began a frolique that they two must be married, and married they were, with ring and all other ceremonies of church service, and ribbands and a sack posset in bed, and flinging the stocking; but in the close, it is said that my Lady Castlemaine, who was the bridegroom, rose, and the King came and took her place with pretty Mrs. Stuart. This is said to be very true. Another story was how Captain Ferrers and W. Howe both have often, through my Lady Castlemaine’s window, seen her go to bed and Sir Charles Barkeley in the chamber all the while with her. But the other day Captn. Ferrers going to Sir Charles to excuse his not being so timely at his arms the other day, Sir Charles swearing and cursing told him before a great many other gentlemen that he would not suffer any man of the King’s Guards to be absent from his lodging a night without leave. Not but that, says he, once a week or so I know a gentleman must go … [to his whore – L&M], and I am not for denying it to any man, but however he shall be bound to ask leave to lie abroad, and to give account of his absence, that we may know what guard the King has to depend upon.
The little Duke of Monmouth, it seems, is ordered to take place of all Dukes, and so to follow Prince Rupert now, before the Duke of Buckingham, or any else.
Whether the wind and the cold did cause it or no I know not, but having been this day or two mightily troubled with an itching all over my body which I took to be a louse or two that might bite me, I found this afternoon that all my body is inflamed, and my face in a sad redness and swelling and pimpled, so that I was before we had done walking not only sick but ashamed of myself to see myself so changed in my countenance, so that after we had thus talked we parted and I walked home with much ado (Captn. Ferrers with me as far as Ludgate Hill towards Mr. Moore at the Wardrobe), the ways being so full of ice and water by peoples’ trampling. At last got home and to bed presently, and had a very bad night of it, in great pain in my stomach, and in great fever.
Footnotes
Links for you. Science:
Multiple potential measles exposures in DC: Check sites and dates (associated with the March for Life; they took the Metro, so D.C. readers should check this)
How America’s WHO exit could affect flu shots, outbreaks, and future pandemics
Public health giant William Foege, who helped eradicate smallpox, has died at 89
The return of measles: how a once-vanquished disease is spreading again
Our Vaccine System Is Delicate. Trump Just Threw a Bowling Ball at It.
Kennedy’s head of U.S. vaccine panel wants to see kids get measles, polio. For science!
‘They saw them on their dishes when eating’: The mushroom making people hallucinate dozens of tiny humans
Other:
The Trump Administration Is Publishing a Stream of Nazi Propaganda
Another Execution by Death Squad in Minneapolis
I’ve Covered Police Abuse for 20 Years. What ICE Is Doing Is Different.
Sound and Fury
They Killed Alex Pretti, But They Couldn’t Crush Minneapolis
Downtown Crossing office building could soon become hundreds of apartments
The Congresswoman Criminalized for Visiting ICE Detainees
Abigail Spanberger’s First Move as Virginia Gov. Was a Masterstroke
As the world finally punches back, was this the week Donald Trump went too far?
She stood up to ICE. Then came the death threats. Arizona Sen. Analise Ortiz won’t back down
The AI-Powered Web Is Eating Itself
The Evil Man and the Empty Congress
Get ready for the AI ad-pocalypse
Ruling-Class Control of AI Is Making Things More Expensive and You Poorer
Monsters. And their enablers are accessories to murder
White House Terror Tactics Are Pushing Blue State Leaders to Active Resistance
The Trump administration has a Nazi problem
JD Vance Drops Odd Comments About Pagans at Brothels Discarding ‘Baby Skeletons’ at March For Life
Donald Trump doesn’t want us to believe our own eyes
The Four Types of Trump Supporter
Hakeem Jeffries met privately with Silicon Valley donors in bid to ‘mend fences.’
The taking of Liam Ramos reveals the sheer sadism of ICE
DOGE Worker at SSA Signed Agreement With Group Seeking to ‘Overturn Election Results,’ DOJ Says
How to Bless the Fire After Your Synagogue Burns
Trump’s E.P.A. Has Put a Value on Human Life: Zero Dollars
When Is a Conflict of Interest a Conflict of Interest? What a new preprint on industry influence in social media research really forces us to confront
Trump Blurts Out Real Reason for Insurrection Act Threat—and It’s Dark
What happened when Gavin Newsom sent a ‘surge’ of state troopers to fight crime in Oakland
Minnesota doctors say immigration crackdown is forcing patients to hide, endangering lives
Elon Musk’s latest feud is a mudslinging match with a budget airline
States of Denial
So I play pickup basketball every Sunday morning, and when I’m done I always text the wife. The exchange goes thusly …
ME: "You want anything?”
WIFE: Burrito. Egg white, steak and cheese.
ME: “From where?”
WIFE: U know where.
It’s 100 percent true. I do know where, because for the past, oh, five years, I’ve regularly wrapped hoops by driving 10 minutes from the courts and over to Aliso Coffee & Donut—one of my favorite spots on earth.
And, to be clear, this is not a paid advertisement. Hell, I don’t even know the names of the people who work there. But here’s what I can tell you about Aliso Coffee & Donut: You walk in, and the folks are chatty, and upbeat, and cool, and friendly. There’s the owner, a middle-aged dude from Detroit who relocated his family to the OC to operate the store. There are the two bros (the owner’s sons), both probably in their mid-20s—caps backward, smiles effusive, Lions and Tigers allegiances clear on their caps and Ts. And they greet everyone (every … single … person) with a grin, a “How’s your weekend?”, a “What can I do for you?” There’s sports talk, there’s weather talk, there’s food talk, there’s …
Never, ever political talk.
I don’t know if the guys from Detroit like Trump or hate Trump. I don’t know if they support ICE or want to abolish ICE. Fuck, I don’t even know if they vote. But, in these painful times, I believe (strongly) it’s important to have locations in life that have nothing to do with the pressing issues of our era; locations where your primary worry is the content of your burrito and the crispness of your apple fritter1.
For me, Aliso Coffee & Donut is that spot.
Make certain to find yours.
The fritters are so damn good.
Yesterday two right-wing circuit judges signed off on the Trump administration’s new mass detention policy: the extraordinary assertion that vast numbers of noncitizens throughout the country can be arrested and held in detention centers without the right to release until they are deported.
As Steve Vladeck explained in December in One First, this new policy dramatically expanded the number of immigrants suddenly subject to arrest and long-term detention. U.S. judges overwhelmingly rejected the new policy; Vladeck quoted Politico’s Kyle Cheney, who reported that in more than 700 cases, at least 225 judges appointed by all modern presidents—including 23 appointed by Trump—have ruled that the new policy likely violates both the law and the right to due process.
But the administration handpicked a right-wing circuit to rule on the policy, and last night, as Vladeck explained today in One First, Judge Edith Jones and Judge Kyle Duncan of the U.S. Court of Appeals for the Fifth Circuit okayed the Trump administration’s new rule denying detained immigrants the right to release on bond. That includes, as Vladeck wrote, “millions of non-citizens who have been here for generations; who have never committed a crime; and who pose neither a risk of flight nor any threat to public safety.” It is likely the plaintiffs will appeal the decision.
This policy has dramatically increased detention of immigrants. Before it, the U.S. held about 40,000 people on any given day. Now, according to Laura Strickler and Julia Ainsley of NBC News, the United States is currently holding more than 70,000 immigrants in 224 facilities across the nation, 104 more facilities than it had before Trump took office. Those detainees include children.
Private prison companies under contract with the U.S. government operate these detention facilities, including the $1.2 billion Camp East Montana located at Fort Bliss Army base in Texas, where a medical examiner recently ruled the death of detainee Geraldo Lunas Campos a homicide. The cause of the January death of Victor Manuel Díaz there remains unclear, although officials claim it was “presumed suicide.” A third man, Francisco Gaspar Andrés, died in December after being transported from the camp to an El Paso hospital for treatment for a serious medical condition.
On January 20, Judd Legum of Popular Information reported that ICE stopped paying third-party providers for medical care for detainees on October 3, 2025, and that it would not start even to process claims again until at least April 30, 2026. It told medical providers to “hold all claims submissions” until then. A source in the administration told Legum that some medical providers are now denying detainees medical care.
From 2002 to 2023, the Department of Veterans Affairs (VA) helped to make sure detainees had medical care if an ICE facility couldn’t provide it, with ICE paying the VA for the coverage. But in 2023, Alabama Republican senator Tommy Tuberville lied that President Joe Biden was “robbing veterans to pay off illegals,” and on September 30, 2025, a small right-wing nonprofit sued to get documents from the Trump administration about the VA’s role in detainee care. On October 3, Legum discovered, “the VA ‘abruptly and instantly terminated’ its agreement with ICE,” leaving it with no way to provide prescribed medication or access off-site care.
According to Legum, ICE said it could not provide “dialysis, prenatal care, oncology, [and] chemotherapy.” ICE officials described the loss of care as an “absolute emergency” that needed an immediate solution to “prevent any further medical complications or loss of life.” But it did not get solved.
Douglas MacMillan, Samuel Oakford, N. Kirkpatrick, and Aaron Schaffer of the Washington Post reported that according to ICE’s own oversight unit, Camp East Montana at Fort Bliss, Texas, has violated at least 60 federal standards for immigrant detention. The contract for the $1.24 billion project was awarded to a small business that operates out of a residential address and has, as Lyndon German of VPM News reported, “little to no publicly available record of managing immigration facilities.”
Last April, at the Border Security Expo in Phoenix, Arizona, acting director of ICE Todd Lyons told attendees: “We need to get better at treating this like a business.” He called for a deportation process “like [Amazon] Prime, but with human beings.” In the Republicans’ July 2025 budget reconciliation bill—which they call the One Big Beautiful Bill Act—they put $45 billion into additional funding for ICE detention.
In November and December, NBC News and Bloomberg reported that the Trump administration was considering “mega centers” for detaining people. Fola Akinnibi, Sophie Alexander, Alicia A. Caldwell, and Rachel Adams-Heard of Bloomberg reported that in November, ICE issued a $29.9 million contract—just below the threshold of $30 million that would require open bidding—to KpbServices LLC for “due diligence services and concept design for processing centers and mega centers throughout the United States.”
In December, Douglas MacMillan and Jonathan O’Connell of the Washington Post reported that the administration was working to put in place a national detention system that would book newly arrested detainees into processing sites before sending them to one of seven warehouses that would hold 5,000 to 10,000 people each. MacMillan and O’Connell reported that “sixteen smaller warehouses would hold up to 1,500 people each.” From there, people would be deported.
“These will not be warehouses—they will be very well-structured detention facilities meeting our regular detention standards,” a DHS spokesperson wrote to Angela Kocherga and Dianne Solis of KERA News in Texas. “It should not come as news that ICE will be making arrests in states across the U.S. and is actively working to expand detention space.”
Strickler and Ainsley reported Thursday that the Department of Homeland Security has already secured at least three facilities. It paid $87.4 million for one outside Philadelphia and $37 million for another outside San Antonio, a warehouse of nearly 640,000 square feet. ICE bought a building the size of seven football fields in Surprise, Arizona, outside Phoenix, for $70 million.
But there is increasing criticism of the new warehouses as Americans mobilize against the violence and abuse of ICE and Border Patrol.
Officials from Surprise answered concerns about the federal facility with a statement saying: “The City was not aware that there were efforts underway to purchase the building, was not notified of the transaction by any of the parties involved and has not been contacted by DHS or any federal agency about the intended use of the building. It’s important to note, Federal projects are not subject to local regulations, such as zoning.”
On Tuesday, February 3, more than a thousand people turned out for the Surprise City Council meeting to oppose the establishment of the federal detention center. One of the speakers reminded the council of Ohrdruf, the first Nazi camp liberated by U.S. troops, on April 4, 1945. He said:
“The U.S. Army brought the leading citizens of Ohrdruf to tour the facility, which turned out to be part of the Buchenwald network of concentration camps. A U.S. Army colonel told the German civilians who viewed the scenes without muttering a word that they were to blame. One of the Germans replied that what happened in the camp was ‘done by a few people,’ and ‘you cannot blame us all.’ And the American, who could have been any one of our grandfathers, said: ‘This was done by those that the German people chose to lead them, and all are responsible.’
“The morning after the tour, the mayor of Ohrdruf killed himself. And maybe he did not know the full extent of the outrages that were committed in his community, but he knew enough. And we don’t know exactly how ICE will use this warehouse. But we know enough. I ask you to consider what the mayor of Ohrdruf might have thought before he died. Maybe he felt like a victim. He might have thought, ‘How is this my fault? I had no jurisdiction over this.’ Maybe he would have said, ‘This site was not subject to local zoning, what could I do?’ But I think, when he reflected on the suffering that occurred at this camp, just outside of town, that those words would have sounded hollow even to him. Because in his heart he knew, as we do, that we are all responsible for what happens in our community.”
—
Notes:
https://s3.documentcloud.org/documents/26884355/ca5detention.pdf
https://kfoxtv.com/news/local/family-questions-handling-of-migrants-death-at-camp-east-montana
https://www.bloomberg.com/news/articles/2025-12-18/ice-plans-to-greatly-expand-detention-capacity
https://www.themarshallproject.org/2026/01/29/ice-kids-in-detention-numbers
https://www.themarshallproject.org/2025/12/17/children-immigration-detention-dilley-ice
https://surpriseaz.gov/1155/City-News?contentId=2a6d02c6-8bb9-4a6f-b2b4-9734b84b929a
https://www.theguardian.com/us-news/2025/apr/09/ice-todd-lyons-deporation-amazon
https://encyclopedia.ushmm.org/content/en/timeline-event/holocaust/1942-1945/liberation-of-ohrdruf
https://www.washingtonpost.com/business/2025/09/16/ice-detention-center-immigration-violations/
https://www.nilc.org/articles/ice-is-detaining-indiscriminately-and-releasing-almost-no-one/
https://www.welcometohellworld.com/a-surprise-zone-of-interest/
https://www.americanimmigrationcouncil.org/blog/ice-expanding-detention-system/
Bluesky:
Car update: I had to reject a delivery of tyres from the cancelled Black Circles order, and the local tyre place had to delay fitting because they realised at the last minute that three of the tyres they’d had delivered were the wrong size… but finally a nice man came and in an hour had swapped all our tyres over for new ones (Michelin CrossClimate 2, tyre fans).
The 12V battery is still knackered, probably more so now. I had to take Pippa the cat to the vet for her annual vaccination this week and that already slightly stressful adventure was made more so by having to jump-start the car, setting off its alarm, both as we left the house and the vet.
I braved talking to the male men in the local garage who now have a new 12V battery on order.
Finally, yes, of course I got a parking fine after entering the wrong registration. £60 if payed promptly. I guess we can add, “potentially pay an extra £60 for parking,” to the list of downsides of going to the cinema.
§ Next problem: A slow leak coming through the utility room ceiling from a bathroom upstairs.
§ I am very tired of the rain. Every surface is either a pothole-ridden, flooded road or a muddy quagmire. We’re always checking whether local driving routes are passable today. We’d probably have been stuck home for a few days if a farmer hadn’t dug a trench across a field relieving one of the most frequently-flooded roads.
Add on winter’s darkness, much more extreme in the countryside given the lack of streetlights. Are you weird and want to walk somewhere after 5pm? Take a headlamp and maybe something fluorescent, and be prepared to press yourself against a wet, spiky hedge as headlights turn the blind corner ahead.
The different seasons are so much more stark here compared to in a town or city. Summer is a relative joy of course.
§ We watched two films on telly this week:
2. Charter city plans for Nevis? (FT)
3. Michelangelo’s foot for $27 million.
4. Philosophy intern position at Mercatus.
5. Taking governmental equity stakes in American companies.
6. The One Child Policy was not even the most important way the Chinese government discouraged births.
8. The Inkhaven Residency (for writers).
9. The political status of the Faroes (NYT).
The post Sunday assorted links appeared first on Marginal REVOLUTION.
The cost of turning written business logic into code has dropped to zero. Or, at best, near-zero.
The cost of integrating services and libraries, the plumbing of the code world, has dropped to zero. Or, at best, near-zero.
The cost of building efficient, reliable, secure, end-to-end systems is starting to drop, but slowly.
Where does that leave those of us who have built careers in technology? Our road diverges. Not into the undergrowth of a wood, but into a dense fog. The future is harder to see than ever. But lets peer forward and see as best we can.
On the first road we can see this as the end to a craft we have loved. The slow end of programming as an economic discipline, as weaving, ploughing, and coopering went before. It is reasonable and rational to feel a sense of loss, and a sense of uncertainty. With the loss of the craft comes the loss of the economic moment where that craft was valued beyond nearly any other. Perhaps any other in history. It is irrational to feel denial. You are here.
On the second road we can see this moment as the beginning of something new. With new tools comes greater opportunity than ever. Greater economic opportunity for those who value that. Greater technical opportunity for those who value that. The most powerful set of new tools since the dawn of computing itself. With these tools come risk, and with risk comes opportunity. With these tools come new industries, new fields of research, and new careers. All bring opportunity.
The First Road
Back at university, I knew this guy. Mostly retired. An absolute wizz at circuit design and analog electronics. Like nobody I’ve encountered since. In the late 1960s, him and some buddies started a hardware company. They’d seen digital electronics coming, the 74 series had just launched. They didn’t like it. No class. No beauty. Unreliable and full of problems. So they started this company betting that serious customers wouldn’t accept the downsides of digital logic, and analog was the way of the future for real automation. Statistically, measured by the ratio of transistors in digital and analog circuits in the year 2026, it’s unlikely anybody has ever been more wrong. Wrong by ten or more orders of magnitude.
He made a small fortune along this path. Not a large one, but enough to keep his children comfortable. The first road will surely have similar winners. The stubborn who stick to the old ways, and hustle to squeeze out the remaining economic value. That value will remain, because the world always changes slower than we would like.
But those that succeed along this road will increasingly be those that acknowledge what they’re doing, and why they’re doing it. Picking up the parts of an old world, now gone, but intentionally.
There will still be joy in programming. Just as there’s joy in joinery, knitting, and hiking. You’re not wrong to love programming. I love it too. You’re not wrong to feel a deep sense of loss. I feel it too.
The Second Road
What careers lie on the second road? Perhaps surprisingly, this seems harder to predict. My guess is that there are fortunes to be made exploiting the new technology, building faster, and out-competing a valuable incumbent. There are decades of great companies to build following that recipe. There are great careers in technology and science to be made applying this new technology to old problems, bringing new tools into tricky places, and solving the previously unsolvable. There are both fortunes and careers to be made in solving the problems this new technology introduces, allowing everybody else to exploit it to its maximum potential.
In other words, my best prediction is that the next two decades look like the last four. Hardly a prediction worthy of an oracle.
Today, it seems like the biggest opportunities will be in the third of my opening statements. Building systems remains hard. Can I assume you’re familiar with Amdahl’s Law? That’s what’s going on: a massive speed up on a portion of the problem, but as that portion speeds up it becomes less and less of a contributor to the overall speedup. Lowering the costs of the rest of the problem is work that remains to be done. It’s going to take a long time, because the real world is fully of sticky problems, surprising feedback loops, human stubbornness, and the occasional adversary.
There’s also going to be great value in ideas. Integration and translation are solved problems. Simple analysis, and small scale synthesis are too. But new ideas, real transformative new ideas, remain hard to come by. And, as the lever gets longer, more and more valuable.
Software’s first act is over. The second act won’t go like anybody expects, but I can bet that it’ll be more interesting, more economically valuable, and more mentally stimulating than we can imagine right now.
I can’t wait to be part of it.

A Falcon 9 launched a batch of Starlink satellites on Feb. 7 after SpaceX completed an investigation into an engine malfunction during the rocket’s previous launch five days earlier.
The post Falcon 9 returns to flight after upper stage engine investigation appeared first on SpaceNews.

An investor in two space companies that went public in the past year said an upcoming SpaceX IPO could generate new investor interest while also triggering a wave of consolidation.
The post SpaceX IPO could drive investor interest in other space companies appeared first on SpaceNews.
AI technology can generate speculative-growth equilibria. These are rational but fragile: elevated valuations support rapid capital accumulation, yet persist only as long as beliefs remain coordinated. Because AI capital is labor-like, it expands effective labor and dampens the normal decline in the marginal product of capital as the capital stock grows. The gains from this expansion accrue disproportionately to capitalists, whose saving rate rises with wealth, raising aggregate saving. Building on Caballero et al (2006), I show that these features generate a funding feedback—rising capitalist wealth lowers the required return—that can produce multiple equilibria. With intermediate adjustment costs, elevated valuations are the mechanism that sustains a transition toward a high-capital equilibrium; a loss of confidence can precipitate a self-fulfilling crash and reversal.
That is from a new NBER working paper by Ricardo J. Caballero.
The post You gotta’ believe! appeared first on Marginal REVOLUTION.
I hated cowboys when I was a youngster. Not real cowboys—I never met a single gunslinger, cowpoke, or desperado in in my urban neighborhood. My loathing was reserved for cowboys on TV.
And they were everywhere.
At one point, eight of the top ten shows on the flickering tube were westerns. And it got worse from there—Hollywood kept churning out more and more cowboy movies and TV series. I tried to avoid them, as did many of my buddies, but it was like dodging bullets in Dodge. There was nowhere to hide.
That’s because our parents loved these simple stories of frontier justice. They couldn’t get enough of them. And when they weren’t watching them on TV, they dragged us off to movie theaters to see The Magnificent Seven (128 minutes) The Alamo (138 minutes) or How the West Was Won (an excruciating 164 minutes).
My friends and I preferred different genres. We vibed with spies like James Bond or astronauts or pirates or private investigators.
Anything except cowboys.
But we fought a losing battle. When we changed the channel to The Man from U.N.C.L.E. on NBC, the old folks would turn it back to Gunsmoke on CBS. We dug Star Trek. They felt more at home with Bonanza.
The battle raged for years. And then it was all over.
By the time I became a teenager, the cowboy was an endangered species in Hollywood. Demand for western movies and TV series collapsed. And I celebrated as all these rustlers and ranchers and rustics road off into the sunset for the last time.
After 14 seasons, Bonanza was canceled. After 21 seasons, Gunsmoke smoked no more. Rawhide went into hiding, except for the theme song (appropriated by the Blues Brothers).
And I never thought about it again. Until recently.

Now, years later, I started wondering about the western genre. What made this such a powerful myth for my parents’ generation? Why did it die? Could it ever rise again?
Or does it matter at all? Should we just put all those cowboy stories behind us, and move cheerily into the future?
That’s why I started watching western movies recently. At first I did so sporadically, to fill an idle hour. And then I ramped up into binge-watching, devoting several hours every day to this pursuit.
Many aspects of these films still put me off. I struggle with the clichés and tired formulas. But I’ve gradually acquired an affection for the genre—or maybe an affection for the audiences of an earlier day who could put such trust and faith in a sheriff or US marshal or gunslinger for hire.
Do any of us have that kind of faith in any authority figure nowadays? I doubt it. But I wish we could. And that’s impressed powerfully on my mind when I see Gary Cooper take on outlaws in the deserted western street of High Noon. Or James Stewart confront the dangerous Liberty Valance. Or John Wayne battle with a gang of desperadoes in Rio Bravo.
So forget all the shootouts and cattle drives and fancy roping. The real foundation of the western genre was moral authority. And Hollywood never let you forget it—that’s why heroes wore white hats and villains dressed in black.
The audience didn’t even have to think about it.
In some ways, it’s like the superhero movies of today. You just see the cape, and you know that Superman is fighting for justice. And the same is true of Batman and Spiderman and all the rest.
But imagine what would happen if the audience lost confidence in the moral authority of these caped and costumed do-gooders? Could the Marvel Universe survive if we no longer knew the difference between heroes and villains?
Because that’s exactly what happened to the western. Just consider the unsettling film The Good, the Bad and the Ugly—which came out around the time the western genre died. Despite the movie’s title, it’s hard to identify any character in this film as good—instead they merely differ in their degrees of badness and ugliness.
And the same is true of The Wild Bunch or Once Upon a Time in the West and so many other films from that era. There are no heroes on display here, only various pathways into nihilism.
So long John Wayne. Hello Friedrich Nietzsche.
But this made perfect sense. The entire US of A was traumatized by the Vietnam War, and then Watergate—along with assassinations, riots, sex, drugs, and rock & roll. The moral sureness of the Eisenhower years, along with the complacent righteousness of so much of the public started to erode. At first it happened slowly, and then rapidly.
The classic western could not survive this.
Sure, some folks tried to bring it back. In 1985, two important western novels were published. Lonesome Dove by Larry McMurty tried to revive the romanticism of the cowboy life and spawned a successful TV miniseries. The older generation loved it—it revived their faith in America and its traditional homespun ways
But that same year Cormac McCarthy released Blood Meridian—maybe the darkest and most nihilistic of all western novels. Blood Meridian is the book that gets assigned in college classes today, not Lonesome Dove. Some even call it the best American novel of its time, and praise it for its intense realism.
But is Blood Meridian actually a realistic novel? Does it tell us what the Wild West really was like? Do we want to replace our great American mythos with a tawdry tale of sadism and evil unrestrained?
I hope that’s not true. But McCarthy’s novel makes me worry. I admire the writing—yes, it is a great novel—but I’m actually glad they never turned Blood Meridian into a film. I don’t want to see those horrifying incidents translated into widescreen Technicolor reality.
I learned during my binge-watching, much to my surprise, that the moral authority of the western film was getting undermined long before Vietnam. We already get a taste of antihero relativism from Humphrey Bogart in The Treasure of the Sierra Madre (1948). In Red River from that same year, John Wayne starts playing against character, stirring up generational conflict with his moral blindspots and authoritarian excesses. Something similar happens with The Searchers (1956), where the audience is horrified by Wayne’s savagery.
So when Clint Eastwood showed up in various western towns, during a series of mid-1960s films, he is simply taking this moral ambivalence to the next level. At first, audiences got excited by this new kind of western. But—as I learned during my binge-watching—if you consume it night after night, you start craving something more heroic.
I’m convinced that movie audiences felt the same way by the mid-1970s. And they did find something more heroic and rock solid—but not in a cowboy movie. It came in the form of Star Wars. You might even say that George Lucas had invented a new kind of cowboy film.
In Star Wars and its early sequels, Han Solo and Luke Skywalker deliver everything that the western film had abandoned. We have clearly defined heroes and villains, shootouts and killings, and a leading lady (Carrie Fisher) who provides a bit of old-fashioned romance.
You get none of these things in, for example, The Good, the Bad and the Ugly, where no woman has a meaningful part or (if I remember correctly) any dialogue whatsoever. That might have felt edgy for a while, but sooner or later most of the audience switched over to Star Wars.
It wasn’t just the special effects. Or even great storytelling. It was the ability to find moral certainty in a world that had lost it. By translating the western formulas to outer space and a distant future, virtue became plausible again. Harrison Ford was the new John Wayne.
I’m hardly surprised that virtue also made a comeback in intellectual circles during this same period. Right between The Empire Strikes Back and The Return of the Jedi, philosopher Alasdair MacIntyre published his influential book After Virtue—a book that both shocked and delighted me when I first read it.
Other books followed in its wake, trying to resuscitate virtuous behavior as a serious endeavor for smart people. None of them succeeded in changing the cultural tone—which continued on its unstoppable hedonistic and relativistic trajectory. (Not without a cost—around this same time, the pervasive ethical confusion gave us Harvey Weinstein, Jeffrey Epstein, Bill Cosby, etc.) But these books still had a meaningful impact in legitimizing an alternative worldview in which moral authority still survived, and demanded our attention.
That’s why something like Lonesome Dove winning the Pulitzer Prize was even possible. You can’t really kill people’s hopes and dreams. Nihilism isn’t going to win without a fight. And by the time we reach the mid-1980s, the battle lines are now clearly drawn—much like the white-hat-versus-black-hat confrontations in those classic westerns.
What surprised me is how much this debate between virtue ethicists (and their allies) and postmodern nihilists (and their fellow travelers) started to play out in the next phase of the western film.
You see it already in Heaven’s Gate (1980), a budget-busting western directed by Michael Cimino, that destroyed United Artists—and Cimino’s reputation as well. My interpretation of this is different from the conventional version. I believe that critics and academics expected Cimino to deliver a nihilistic western—after all, this was the same director who had unleashed The Deer Hunter on the world. But instead he returned to the romance and heroism of the 1950s. So even his allies (heavily tilted toward postmodernists) abandoned him.
Cimino was supposed to be a Derrida of the silver screen, but that’s not what he served up in Heaven’s Gate. By any measure, the story is conventional. Maybe with better editing and marketing, Cimino could have bypassed the critics and made a play for a mass audience. But odds were against him—even at that early point in his career, nobody was ready for Michael Cimino as a populist filmmaker for middle America.
Some filmmakers have tried to play it both ways. The Coen brothers, for example, have made landmark films in both styles. No Country for Old Men (2007) is based on a novel by Cormac McCarthy (see Blood Meridian above), and is the most brilliant nihilistic western you will ever see. But just three years later, those same filmmakers released True Grit (2010), which restores our faith in the Wild West.
Taylor Sheridan is straddling the same divide in his popular western shows. In Yellowstone he deftly balances the two agendas. Kevin Costner (playing rancher John Dutton) is a flawed person, but we still sympathize with his love of the land and rugged determination. He is both dysfunctional and idealistic—those traits coexist in the same complicated person. So you can watch this series either way, as deconstructing the myth or building it back up.
We still live with that dilemma today.
Do we trust our gunslingers and authority figures? Or do we fear them? And allow me to point out the obvious—this is not just a question about cowboy movies. It’s a question about our society as a whole.
So do you vote for Gary Cooper as president, hoping for a courageous man of conviction. Or do you pick Clint Eastwood, because you need a cruel bastard to maintain law and order?
Maybe the western film is a good place to explore these issues. It provides all the necessary archetypes, and is perhaps the purest setting where we can grasp the trade-offs between freedom and social order, independence and authority, toughness and benevolence, innocence and experience.
If that happened, the western story would have gone full circle. After rising in status as popular entertainment, it collapsed into cynicism and senseless violence. And now may be the moment when it returns to its legitimate place as a foundational myth—a kind of Iliad and Odyssey rolled together for the American psyche.
We need myths and stories. And, for better or worse, this is the one we’ve inherited. Let’s not abandon, but make the most of it.
Southern People Weekly just published an interview about the new edition of the Chinese translation of my 2015 book Who Gets What and Why. After talking about the book, they also asked questions about scientific work and Nobel prizes, and I'll include some of that below. (The English translation mostly renders "Roth" as "Ross," but in at least one place I am "Irwin Rothu.")
Here's the link (in Chinese and in translation):
正文
为什么“天上撒钱”不一定是好事?
南方人物周刊 2026-02-04 14:10
Why isn't "money falling from the sky" necessarily a good thing?
Southern People Weekly 2026-02-04 14:10
Southern People Weekly: Although Nobel Prize-winning research often stems from studies conducted many years ago to see if it can withstand the test of time, in the long run, both the nationality distribution of laureates and the evolution of research topics reflect, to some extent, changes in the global economic power structure and intellectual trends. How do you view this interaction between "academics and the times"?
Ross: That's certainly true, both in the long and short term. After World War II, the United States' scientific research and university strength rose rapidly, leading the world and producing a large number of Nobel laureates. Among them were scholars who grew up in the United States, as well as scientists who were forced to migrate from Europe due to war and political circumstances.
Today, I have some concerns that the United States may be actively relinquishing this long-accumulated advantage—when outstanding scholars from around the world no longer feel comfortable and secure in American universities, they may choose to pursue their careers in China or Europe. Another noteworthy change is that, in the past, most economics professors at Peking University and Tsinghua University held doctorates from top American universities such as Princeton, MIT, or Harvard; now, an increasing number of professors are completing their doctoral education at Chinese universities. Overall, this is a good thing; more people dedicating themselves to scientific research benefits the world. I only hope that top American universities will continue to welcome scholars from all over the world.
Southern People Weekly: Every year when the Nobel Prize winners are announced, similar discussions erupt in China—despite its stellar economic performance, China still boasts a sparse number of Nobel laureates. A Chinese-American Nobel Prize judge, when discussing this phenomenon, stated that China's current evaluation system, centered on the number of papers and impact factors, objectively pushes research efforts towards already highly crowded and popular fields. The key to a breakthrough lies in identifying important research gaps and sustaining long-term, continuous investment. What advice do you have for young Chinese researchers?
Ross: There isn't just one way to do scientific research. Some people choose to tackle well-known, unsolved problems; they're running a "sprint." If you're not confident that you're smart enough to solve these well-known problems faster than others, then becoming famous through a sprint isn't for you.
Another path is to choose a job that requires long-term accumulation. I'm not referring to a marathon, which is still a race where speed is paramount, but rather to becoming a musician, which requires long-term creation and continuous exploration of new musical styles or genres to gain recognition.
Southern People Weekly: Your career path is the second one.
Ross: Yes, I've never considered myself smarter than anyone else. There wasn't much interest in matching theory early on, but I was very interested in it. My first paper on matching theory was initially submitted to an economics journal, titled "Matching Economics: Stability and Incentives." The journal's editor at the time was George Stigler, who was also the Nobel laureate in economics that year (1982).
He replied with a very polite letter, saying he had read the paper and found it "very interesting," but the only part of the entire article that could be considered economics was the word "economics" in the title. The paper discussed how to achieve stable matching through institutional arrangements in the absence of price adjustments and analyzed the incentives of participants. Stigler is one of the core economists of the Chicago School, known for his in-depth research on price theory. In his view, my paper did not constitute economic research.
So I published the paper in a mathematical operations research journal. Thirty years later, I won the Nobel Prize. During this time, matching theory gradually became part of economics, attracting more and more economists' attention. How could it not be (economics)? How people go to school, find jobs, and allocate kidney transplant resources are essentially matching problems. That (rejected) paper later became one of the papers cited in the Nobel Prize review.
Regardless of which path you choose, you should not make the Nobel Prize your research goal, because winning the prize itself is highly accidental.
Southern People Weekly: So, chasing a certain direction just because it seems important or popular may not necessarily bring you the success you want; similarly, you shouldn't give up your passion just because it's not popular or hasn't been recognized yet.
Ross: I often tell my graduate and doctoral students that you have to find a research area that is attractive enough to you. Because most days, you may not make any progress, but at the end of the day, you can still say to yourself, "Well, today was pretty interesting too." It is this enjoyment that draws you back to the work time and time again. ... you can't make something you dislike into something great.
...
Southern People Weekly: Some media outlets have summarized the Trump administration's trade strategy as using high-pressure threats, setting tight deadlines, and structured negotiation frameworks to leverage uncertainty and bargaining power to force concessions from the other side. From a game theory perspective, how do you evaluate this strategy?
Ross: I have some concerns that the current U.S. administration may not yet fully grasp the importance of being a reliable partner. Any long-term partnership, like a marriage, cannot involve daily discussions about "who does the dishes." True long-term cooperation means investing in the future at every moment, not just focusing on immediate gains. I fear we have overlooked this.
...
Southern People Weekly: Your academic journey also had its share of ups and downs—you dropped out of high school due to a lack of motivation, but successfully applied to university by taking weekend engineering courses at Columbia University; you failed your doctoral qualifying exam, but gained the appreciation of Bob Wilson (the American economist who won the Nobel Prize in Economics in 2020), thus avoiding an unexpected interruption to your academic career. Do these life experiences influence your views on "matching mechanisms"?
Ross: Absolutely. There's something "magical" about the PhD program: when we admit students, we base our decisions on their undergraduate performance—the only information we have when making admissions decisions. But when we "sell" them and help them find jobs, we base our decisions on the research they've done during their PhD studies.
In other words, we admit students based on their ability to learn existing knowledge and complete coursework, but evaluate and recommend them based on their ability to discover the unknown and create new knowledge. These two abilities are not entirely the same. Unfortunately, we don't have a good way to accurately predict how outstanding a person will become as a researcher based solely on their undergraduate performance.
##############
Earlier interview:
I have unearthed a few old articles typed during my adolescence, between 1996 and 1998. Unremarkable at the time, these pages now compose, three decades later, the chronicle of a vanished era.1
The word “blog” does not exist yet. Wikipedia remains to come. Google has not been born. AltaVista reigns over searches, while already struggling to embrace the nascent immensity of the web2. To meet someone, you had to agree in advance and prepare your route on paper maps. 🗺️
The web is taking off. The CSS specification has just emerged, HTML tables still serve for page layout. Cookies and advertising banners are making their appearance. Pages are adorned with music and videos, forcing browsers to arm themselves with plugins. Netscape Navigator sits on 86% of the territory, but Windows 95 now bundles Internet Explorer to quickly catch up. Facing this offensive, Netscape opensource its browser.
France falls behind. Outside universities, Internet access remains expensive and laborious. Minitel still reigns, offering phone directory, train tickets, remote shopping. This was not yet possible with the Internet: buying a CD online was a pipe dream. Encryption suffers from inappropriate regulation: the DES algorithm is capped at 40 bits and cracked in a few seconds.
These pages bear the trace of the web’s adolescence. Thirty years have passed. The same battles continue: data selling, advertising, monopolies.
Most articles linked here are not translated from French to English. ↩︎
I recently noticed that Google no longer fully indexes my blog. For example, it is no longer possible to find the article on lanĉo. I assume this is a consequence of the explosion of AI-generated content or a change in priorities for Google. ↩︎

An early morning rocket engine test at Cape Canaveral Space Force Station brings NASA and SpaceX one step closer to flying the next long duration mission to the International Space Station.
At 3:16 a.m. EST (0816 UTC) on Sunday, Feb. 8, the nine Merlin 1D engines at the base of SpaceX’s Falcon 9 rocket roared to life for about 10 seconds. This static fire test at Space Launch Complex 40 was designed to validate the systems on the launch vehicle before flight.
Teams will evaluate the data from the test to ensure that they are ready to progress towards launch day. There will also be a dry dress rehearsal ahead of the mission, which will see a full run-through of launch day operations.
NASA astronauts Jessica Meir and Jack Hathaway along with European Space Agency (ESA) astronaut Sophie Adenot and Roscosmos cosmonaut Andrey Fedyaev will don their flight suits at the Neil Armstrong Operations and Checkouts building before being driven to the pad where they will practice boarding the Crew Dragon Freedom spacecraft.
The crew are all wearing upgraded flight suits, similar to the one worn by Crew-11 Pilot Mike Fincke during his mission that concluded in January. Once on orbit, Crew-12 will perform a roughly eight-month mission onboard the ISS.
This will be the second human spaceflight mission to take off from SLC-40. On launch day, SpaceX will also use its new landing pad, called Landing Zone 40, which will receive the booster, tail number 1101, less than eight minutes after liftoff.
That is the new Knausgaard book, excellent and moving. Better than any Knausgaard work other than the first two volumes of My Struggle. The ending is especially good and meaningful, revising much of what came before. You can buy it here.
The post *The School of Night* appeared first on Marginal REVOLUTION.
From Anonymous:
Hello Professor Cowen,
I hope all is well with you and that you have navigated the recent weather alright.
I have a thought that I wanted to run by you that related to phones and teen anxiety.
You have cited a variety of studies that say that phones and social media do not cause anxiety. As you may recall, I have taught junior high and high school for almost 30 years. I did see a big spike in anxiety for my students, especially females, around the years 2010-2017/18ish. I used to think “phones,” but now I’m not sure. The anxiety spike has declined. My last ‘anxious’ class of seniors are now seniors in college. Students today are on the phones as much as those in the past.
Here is my theory: Students started to feel more anxious around 2010 because they could sense the coming seismic cultural and political shifts coming, of which phones were a harbinger or carrier. They were mostly not conscious of this, and couldn’t express it, but they were trying to cope.
Now, they have coped. My current seniors have unusual political ideas but are mostly optimistic. I contrast them to a centrist friend of mine who does some DC work and constantly thinks the sky is falling.
Now, adults are more anxious, not students. Adults are starting to see these seismic shifts and they are trying to cope. Perhaps they are projecting their own anxiety onto their kids, and are behind the times with the cause. Phones may have helped drive anxiety 10 years ago, but maybe not anymore. Students have coped and adjusted to a new equilibrium.
It is also possible that phones serve as a good/useful “myth” (I mean this in a positive sense) for the shifts we are seeing and the anxiety many feel . We need something tangible to hold our thoughts on the shifts in culture, and we have chosen phones. Thus, the clash over phones today might be between those who think in mythic/symbolic ways, and those who think in more scientific ways. Both are right in their own perspective. The new cultural and political shifts over the last 10-15 years would naturally bring on anxiety. Phones are not the cause of the shift, but a good symbol of it.
The post A new hypothesis (from my email) appeared first on Marginal REVOLUTION.
These days it seems like the only things to write about are politics and AI. I wrote about AI last time, so today I’ll write about politics.
Here is my basic theory of American politics in the 2020s: The United States is a nation of moderates ruled by a fringe of extremists. The extremists rule because they are more engaged than the moderates — they spend more time thinking about politics and doing political activism. In Martin Gurri’s terms, the extremists are the “public” and the moderates are the “populace”.
There are several reasons why American politics is dominated by extremists. The well-known one is the closed-primary party system. Republicans win primaries not by aligning with the median voter, but by aligning with the median Republican voter — usually in an area that’s already right-leaning to begin with. The same is true of Democrats.
But that has been true for a while. The fundamental reason why American politics is more extremist-dominated than in the past is technological. Modern social media bypasses traditional hierarchies and institutions and gathers together communities of like-minded extremists who then create challenges to traditional institutions; it also provides these extremists a platform in which their emotionally charged messages are more likely to go viral than messages of positivity and reason.
The moderate majority increasingly avoids the politically charged, extremist-dominated online spaces. That gives lots of Americans more peace of mind, but it also means that online spaces become more and more extremist as moderates leave.1 This is the conclusion of Törnberg (2025):
Using nationally representative data from the 2020 and 2024 American National Election Studies (ANES), this paper traces how the U.S. social media landscape has shifted…Overall platform use has declined, with the youngest and oldest Americans increasingly abstaining from social media altogether. Facebook, YouTube, and Twitter/X have lost ground, while TikTok and Reddit have grown modestly, reflecting a more fragmented digital public sphere….Across platforms, political posting remains tightly linked to affective polarization, as the most partisan users are also the most active. As casual users disengage and polarized partisans remain vocal, the online public sphere grows smaller, sharper, and more ideologically extreme. [emphasis mine]
In case you like charts, here’s one from the paper showing that extremists post more than moderates:

If extremists remained online, shouting at each other or shouting into the void, this would be a good and healthy process for a nation weary of culture wars. But the people who dominate real-world politics are increasingly drawn from this pool of online extremists. I am talking not about elected politicians themselves, but about the activists who create and promulgate political ideologies, the think tankers who translate those ideologies into policy ideas, the lobbyists who promote those policy ideas to politicians, and the staffers politicians hire to decide which ideas to embrace, and how.
Let’s talk about those staffers for a moment. Staffers write legislation, advise elected officials on policy, and handle lots of public communications. While politicians are out fundraising, pressing the flesh, or giving speeches to increasingly outdated TV news networks, their staffers are busy with the business of running the country. These staffers are much younger than the politicians they ostensibly serve — the typical Congressional staffer is in their late 20s, while the typical Congressperson is in their late 50s.
This means staffers are more online, and thus spend their days lost in the extremist maelstrom of social media, mainlining rightist conspiracy theories on X and leftist tropes on TikTok. Staffers are also unelected, which means they don’t have to cater to regular voters; they are free to pursue radical ideologies, support radical movements, and put out extremist messaging unless their bosses explicitly act to rein them in.2 There are plenty of anecdotes about how staffers in both the Democratic Party and the Republican Party are more extremist than the politicians they serve — to say nothing of the country as a whole.
For a concrete example of this, take the recent contretemps over one of Donald Trump’s racist social media posts. Trump’s Truth Social account posted a video depicting Barack and Michelle Obama as apes:
After a general outcry, the racist video was taken down. A White House official stated — and Trump later confirmed — that the video was posted not by Trump himself, but by a staffer. Trump refused to apologize for the video, demonstrating how extremist staffers can essentially force the politicians who employ them to take more radical positions.
These 28-year-old extremely online radicals — along with the larger network of think tankers, lobbyists, and activists with whom they are deeply enmeshed — are a key part of America’s ruling class, invisible and unaccountable and unelected and more powerful than almost anyone realizes.
Anyway, regular Americans sense this and are distinctly unhappy with it. Majorities say both parties are too extreme:

And voters are voting with their feet, leaving both parties and registering as Independents in record numbers:

But although this is a very natural way to express disapproval with the two parties, it ends up exacerbating extremism, just like when moderates abandon social media. Independents can’t vote in closed primaries, so the people who remain registered as Democrats and Republicans are going to end up nominating even more extremist candidates, forcing regular Americans to choose between two even more polarized extremes — and simply increasing their frustration and disaffection.
This is all very bad for America, and I don’t have a way to fix it, other than A) transitioning to open primaries and B) bringing back the Fairness Doctrine and applying it to social media — two things that nobody is going to do. But watching the behavior of America’s two extremist movements, I don’t think either of them is going to be durable and successful.
I think this is true for many reasons. American voters are unlikely to keep either party in power for long at the national level, and instead will more likely ping-pong back and forth between them as they grow disgusted with the performance of each. Social media activism and memes will push both parties toward unworkably extreme policies — stupid tariffs, unchecked government borrowing, and so on. Online spaces will make it ever harder for real leaders to emerge on either side, as reasonable moderates are quickly “cancelled” by mobs hunting for the smallest peccadillo.
But on top of that, I see some core tendencies that are particular to the American right and left — the MAGA movement and the progressive movement — that strike me as maladaptive and seem to portend long-term weakness.
On the right, a big problem is that the MAGA movement is relentlessly focused on shrinking its coalition. Winning coalitions in politics are built by gathering together various groups and aligning them toward shared goals. Trump did a good job of that in 2024, assembling a startlingly diverse, broad-based electoral majority. But MAGA insists on attacking every group it could bring into its tent.
As an example, just look at that video Trump’s staffer just posted — and which Trump defended, even though some Republicans condemned it. One way that Trump enlarged his coalition in 2024 was to persuade some Black voters to switch sides:
In 2024, Trump won 15 percent of Black voters — according to Pew Research’s widely cited validated voter survey — an increase from the 8 percent he won four years earlier. A pre-election Pew poll found that the economy and health care were the most important issues for the voting bloc[.]
15 percent doesn’t sound like much, but an 8 percentage point shift is big, and every vote counts. Does Trump think posting videos showing prominent Black people as apes will help him solidify that small Black conservative contingent as part of an enduring GOP coalition? It doesn’t seem like he cares.
Nor is this an isolated incident. James Fishback, a Republican primary candidate for governor of Florida, recently referenced “goy slop” — an antisemitic conspiracy theory that says that Jews are forcing gentiles to consume low-quality goods. This is just one example of a rising tide of antisemitism in the GOP, which party leaders like Ted Cruz have acknowledged. That will probably prevent a major exodus of Jewish voters from an increasingly anti-Israel Democratic Party.
Meanwhile, ICE’s racial profiling and raids on Hispanic-owned businesses are starting to drive away Hispanics who were a crucial part of Trump’s winning coalition in 2024. MAGA has not explicitly demonized Hispanics as a group, and many who voted for Trump believed that he would distinguish between citizens, legal residents, and illegal immigrants. But like every other big U.S. deportation effort since 1930, Trump’s current crackdown involves a significant degree of enforcers simply grabbing people who look Mexican and holding them on suspicion of being illegal.
And MAGA is attacking Indian immigration as well. A wave of anti-Indian sentiment among online Trump supporters has spilled over into the real world. Texas’ Governor Greg Abbott has stopped public universities and the state government from hiring H-1B workers (most of whom are Indian). This will hurt the state economy, which depends on Indian doctors and other professionals for essential services. Whether it will hurt the GOP with Indian-American voters remains to be seen, but I doubt it will help.
There are also signs that MAGA is starting to turn against East Asians. A couple of years ago, affirmative action in college admissions was struck down by SCOTUS after a MAGA-aligned group sued Harvard for discriminating against Asians. That raised the possibility that MAGA’s ostensible defense of meritocracy might win over some Asian voters to the GOP. But then right-wing commentator Helen Andrews went on a multi-day tirade against Asian immigrant culture, alleging that Asians threaten the American way of life by working too hard in school and succeeding too much, while also claiming (rather farcically) that Asians benefit from workplace DEI programs:
The idea that Asians are going to destroy American culture by working too hard is ridiculous — an obviously ad-hoc fabricated excuse to attack a minority group that succeeds financially, comes in legally, and tends to commit very little crime. It also happens to be wrong (Asian “grind culture” is simply another case of immigrant striver culture, which tends to fade by later generations). And if the rest of MAGA takes up this line, it seems likely to alienate the Asian voters who shifted toward the GOP in 2024, many of whom were alarmed at Democrats’ attacks on educational meritocracy.
It’s hard to think of a group of Americans — other than White Protestants — that the MAGA movement has not turned its outrage machine on. Indeed, the whole movement has come to resemble a roving Eye of Sauron that constantly looks around for a new racial enemy to attack, switching targets every year or so.
This is not a way to build an electoral coalition. There are far too few White Protestants to form an electoral majority in America, no matter how many people ICE deports or how many visa-seekers and refugees Trump turns away. Instead, Trump’s movement will simply drive away one ally or potential ally after another, shrinking the tent as they go.
My sense is that this is structural. MAGA leaders — politicians, pundits, and so on — energize their base by stirring up fear of racial “others”, but then back off when they receive sufficient pushback and accusations of racism. So they have to keep cycling through targets, so they can keep stirring up their core voters’ anxieties without having any one particular minority become the focus for liberals’ defensive efforts.
As a result, they just end up alienating everyone, one by one. At its core, MAGA is a xenophobic movement that gains a lot of its power from the fear of racial enemies; this is a poor long-term strategy in a diverse democracy.
As for progressive extremism, I think this will also fail, but for a very different reason.
Progressivism lost at the polls in 2024, but still dominates in many big cities and some states, and has had a chance to prove itself as a governing ideology over the last 10 to 15 years. It has failed. I highly recommend this article about the decay and decline of Portland, revered as a progressive mecca in the previous decade. Some key excerpts:
Last fall, after the city acquired a reputation for crime, homelessness, and dysfunction, Oregon politicians rushed to media outlets to assure the nation that the city was not literally on fire…[But] Portland is constantly on fire. In the year following July 2024, Portland had 6,268 fire-related incidents – and 40% of the fires in the city are a direct result of Portland’s out-of-control vagrancy…
[Jeff] Eager says one key reason why the city’s massive crime problem goes unaddressed is that it’s largely self-inflicted and driven by ideology. “Hard core progressivism has destroyed what old school Oregon liberals built – farmers markets, parks, walkable communities, transit, and all the good kind of Portlandia-era liberal lifestyle stuff,” said Eager. “This brand of progressivism is just so against the rule of law, it’s ruined all those institutions that made Portland a cool, trendy, quirky place. It's not really quirky anymore. It's dangerous.”
Portland now has the second-highest crime rate of any city in America, behind Memphis. About one out of every 16 people in the city is the victim of a crime every year…The lack of law enforcement became obvious to everyone during the summer of 2020…As part of the Defund the Police movement that year, Portland’s leftist city council cut $15 million from the city’s law enforcement budget, eliminating 84 jobs in the police department – with predictable results. By November 2021, [the mayor] acknowledged “many Portlanders no longer feel safe,” and the city council began the process of restoring some funding to the department – though the police are at loggerheads with local politicians and the department remains chronically understaffed. [emphasis mine]
Portland’s plight is especially notable because it contrasts with a pretty epic nationwide decline in crime. It’s obvious that progressive extremist ideas about tolerant approaches toward crime have prevented Portland from fully participating in that happy trend — murders fell in 2025, but property crime remained sky-high.
Another likely example of this is the epidemic of copper theft in Los Angeles, that is literally turning lights off across the city.3 The main impetus for the theft wave, of course, is the rising price of copper, which makes it more valuable to steal. But California has a pandemic-era law saying that theft of under $950 worth of goods is a misdemeanor, not a felony. That law has now been watered down, and some exceptions added, but it still makes it hard to prosecute petty thieves.
When a swarm of petty thieves is crawling all over your city stripping out the wires, prosecuting and penalizing petty crime is exactly what you need to do. But a progressive criminal-justice “reform” back in 2014 made that harder.
The frequent failure of progressive cities to crack down on crime — and the progressive movement to make America more tolerant of criminals in general — undermine the entire left. This can be added to a litany of other progressive local and state government failures — not building enough housing, bankrupting cities through excessive spending, outsourcing government functions to NGOs, spending way too much on transit projects, and so on.
In all of these cases, what progressivism is doing is parasitizing the liberal institutions that allowed progressivism to exist in the first place. Liberals built the public libraries; progressives are destroying them by turning them into ad-hoc homeless shelters. Liberals built trains, but now people don’t want to ride the train because of crime and disorder, requiring big bailouts from the state of California. Progressive tolerance of bad behavior by the few — open drug use and sales, theft, street harassment — has turned parks, streets, and other types of urban commons into no-go zones for the bulk of the citizenry.
The pattern repeats itself: Liberals build, progressives come in and demand more and more from the system liberals built, until the system collapses. As yet, liberalism seems to have evolved no defense against this; for at least a decade, nobody seems to be able to say no to progressive demands.
This is why I believe that both the American right and the American left will fail — and indeed, are already failing wherever they gain power. Extremist ideas are generally bad at actually governing, but good at winning hearts and minds in online chat groups. Of course, this provides cold comfort for those of us who will suffer from America’s two flavors of bad governance. A country with two broken ideological programs is a deeply dysfunctional country.
Eliezer Yudkowsky calls this “evaporative cooling of group beliefs”. I quite like the analogy.
I did find one paper claiming that staffers are more moderate than politicians in general, but I don’t trust this measure of moderation.
It should be noted that L.A.’s problems with homeless people starting fires are even bigger than Portland’s by some measures.
Last week I hinted at a demo I had seen from a team implementing what Dan Shapiro called the Dark Factory level of AI adoption, where no human even looks at the code the coding agents are producing. That team was part of StrongDM, and they've just shared the first public description of how they are working in Software Factories and the Agentic Moment:
We built a Software Factory: non-interactive development where specs + scenarios drive agents that write code, run harnesses, and converge without human review. [...]
In kōan or mantra form:
- Why am I doing this? (implied: the model should be doing this instead)
In rule form:
- Code must not be written by humans
- Code must not be reviewed by humans
Finally, in practical form:
- If you haven't spent at least $1,000 on tokens today per human engineer, your software factory has room for improvement
I think the most interesting of these, without a doubt, is "Code must not be reviewed by humans". How could that possibly be a sensible strategy when we all know how prone LLMs are to making inhuman mistakes?
I've seen many developers recently acknowledge the November 2025 inflection point, where Claude Opus 4.5 and GPT 5.2 appeared to turn the corner on how reliably a coding agent could follow instructions and take on complex coding tasks. StrongDM's AI team was founded in July 2025 based on an earlier inflection point relating to Claude Sonnet 3.5:
The catalyst was a transition observed in late 2024: with the second revision of Claude 3.5 (October 2024), long-horizon agentic coding workflows began to compound correctness rather than error.
By December of 2024, the model's long-horizon coding performance was unmistakable via Cursor's YOLO mode.
Their new team started with the rule "no hand-coded software" - radical for July 2025, but something I'm seeing significant numbers of experienced developers start to adopt as of January 2026.
They quickly ran into the obvious problem: if you're not writing anything by hand, how do you ensure that the code actually works? Having the agents write tests only helps if they don't cheat and assert true.
This feels like the most consequential question in software development right now: how can you prove that software you are producing works if both the implementation and the tests are being written for you by coding agents?
StrongDM's answer was inspired by Scenario testing (Cem Kaner, 2003). As StrongDM describe it:
We repurposed the word scenario to represent an end-to-end "user story", often stored outside the codebase (similar to a "holdout" set in model training), which could be intuitively understood and flexibly validated by an LLM.
Because much of the software we grow itself has an agentic component, we transitioned from boolean definitions of success ("the test suite is green") to a probabilistic and empirical one. We use the term satisfaction to quantify this validation: of all the observed trajectories through all the scenarios, what fraction of them likely satisfy the user?
That idea of treating scenarios as holdout sets - used to evaluate the software but not stored where the coding agents can see them - is fascinating. It imitates aggressive testing by an external QA team - an expensive but highly effective way of ensuring quality in traditional software.
Which leads us to StrongDM's concept of a Digital Twin Universe - the part of the demo I saw that made the strongest impression on me.
The software they were building helped manage user permissions across a suite of connected services. This in itself was notable - security software is the last thing you would expect to be built using unreviewed LLM code!
[The Digital Twin Universe is] behavioral clones of the third-party services our software depends on. We built twins of Okta, Jira, Slack, Google Docs, Google Drive, and Google Sheets, replicating their APIs, edge cases, and observable behaviors.
With the DTU, we can validate at volumes and rates far exceeding production limits. We can test failure modes that would be dangerous or impossible against live services. We can run thousands of scenarios per hour without hitting rate limits, triggering abuse detection, or accumulating API costs.
How do you clone the important parts of Okta, Jira, Slack and more? With coding agents!
As I understood it the trick was effectively to dump the full public API documentation of one of those services into their agent harness and have it build an imitation of that API, as a self-contained Go binary. They could then have it build a simplified UI over the top to help complete the simulation.
Update: DTU creator Jay Taylor posted some extra context about this on Hacker News sharing a key prompting strategy:
I did have an initial key insight which led to a repeatable strategy to ensure a high level of fidelity between DTU vs. the official canonical SaaS services:
Use the top popular publicly available reference SDK client libraries as compatibility targets, with the goal always being 100% compatibility.
With their own, independent clones of those services - free from rate-limits or usage quotas - their army of simulated testers could go wild. Their scenario tests became scripts for agents to constantly execute against the new systems as they were being built.
This screenshot of their Slack twin also helps illustrate how the testing process works, showing a stream of simulated Okta users who are about to need access to different simulated systems.
![Screenshot of a Slack-like interface titled "DTU Slack" showing a thread view (Thread — C4B9FBB97) with "Focus first" and "Leave" buttons. The left sidebar lists channels including # org-general (182), # general (0) (shared×2), # it-support (0), # channel-0002 (0) (shared×2), # channel-0003 (0) through # channel-0020 (0), # org-finance (1), and a DMs section with a "Start" button. A "Create" button appears at the top of the sidebar. The main thread shows approximately 9 automated introduction messages from users with Okta IDs (e.g. @okta-u-423438-00001, @okta-u-423438-00002, etc.), all timestamped 2025-11-12Z between 18:50:31 and 18:51:51. Each message follows the format "Hi team! I'm [Name], joining as Employee in general. Key skills: [fictional skill phrases]. Excited to contribute!" All users have red/orange "O" avatar icons.](https://static.simonwillison.net/static/2026/strong-dm-slack.jpg)
This ability to quickly spin up a useful clone of a subset of Slack helps demonstrate how disruptive this new generation of coding agent tools can be:
Creating a high fidelity clone of a significant SaaS application was always possible, but never economically feasible. Generations of engineers may have wanted a full in-memory replica of their CRM to test against, but self-censored the proposal to build it.
The techniques page is worth a look too. In addition to the Digital Twin Universe they introduce terms like Gene Transfusion for having agents extract patterns from existing systems and reuse them elsewhere, Semports for directly porting code from one language to another and Pyramid Summaries for providing multiple levels of summary such that an agent can enumerate the short ones quickly and zoom in on more detailed information as it is needed.
StrongDM AI also released some software - in an appropriately unconventional manner.
github.com/strongdm/attractor is Attractor, the non-interactive coding agent at the heart of their software factory. Except the repo itself contains no code at all - just three markdown files describing the spec for the software in meticulous detail, and a note in the README that you should feed those specs into your coding agent of choice!
github.com/strongdm/cxdb is a more traditional release, with 16,000 lines of Rust, 9,500 of Go and 6,700 of TypeScript. This is their "AI Context Store" - a system for storing conversation histories and tool outputs in an immutable DAG.
It's similar to my LLM tool's SQLite logging mechanism but a whole lot more sophisticated. I may have to gene transfuse some ideas out of this one!
I visited the StrongDM AI team back in October as part of a small group of invited guests.
The three person team of Justin McCarthy, Jay Taylor and Navan Chauhan had formed just three months earlier, and they already had working demos of their coding agent harness, their Digital Twin Universe clones of half a dozen services and a swarm of simulated test agents running through scenarios. And this was prior to the Opus 4.5/GPT 5.2 releases that made agentic coding significantly more reliable a month after those demos.
It felt like a glimpse of one potential future of software development, where software engineers move from building the code to building and then semi-monitoring the systems that build the code. The Dark Factory.
I glossed over this detail in my first published version of this post, but it deserves some serious attention.
If these patterns really do add $20,000/month per engineer to your budget they're far less interesting to me. At that point this becomes more of a business model exercise: can you create a profitable enough line of products that you can afford the enormous overhead of developing software in this way?
Building sustainable software businesses also looks very different when any competitor can potentially clone your newest features with a few hours of coding agent work.
I hope these patterns can be put into play with a much lower spend. I've personally found the $200/month Claude Max plan gives me plenty of space to experiment with different agent patterns, but I'm also not running a swarm of QA testers 24/7!
I think there's a lot to learn from StrongDM even for teams and individuals who aren't going to burn thousands of dollars on token costs. I'm particularly invested in the question of what it takes to have agents prove that their code works without needing to review every line of code they produce.
Tags: ai, generative-ai, llms, ai-assisted-programming, coding-agents, parallel-agents
I didn’t interview anyone this week. So I thought I’d repost an interview I did a few months ago with Hasan Minhaj, which happens to include an airing of my Bitcoin skepticism, just after the 20 minute mark. Transcript follows.
Transcript
Miami isn’t for everyone
HM You like Miami?
PK No, I don’t like Miami.
HM Same. I don’t know what the is going on there.
PK: It’s not my favorite place. But, you know, there was a quote, there was an article about Wall Street types trying to move to Florida. One of them said that the problem with moving to Florida is that you have to live in Florida.
HM: Nobel Prize winning economist Paul Krugman wrote for the New York Times for 25 years. But those stuffed shirts at the Times just couldn’t handle the heat from those Krugman takes, the fire he was spitting. So he left last year for Substack where he can let his freak flag fly. So I asked Professor Krugman to come on the show to help me make sense of the economic chaos President Trump is unleashing on the country and the world. I also asked him his thoughts on crypto. I think crypto is basically a scam. Whether the Nobel Prize for economics is basically just a kid’s choice award for intellectuals. You get a surfboard. And if he’s getting in touch with his inner Chapo trap house on Substack. Paul, you team Luigi or what?
You were at a huge institution for two and a half decades and now we get to see Kugman unleashed. This goes pretty hard in the paint. Uh the title of this on your Substack is “health insurance is a racket.”
PK: Um I think I would have been able to say that for 24 years at the Times. Not sure in the last year I would have gotten away with it.
HM I mean would they have let you run that photo? Well Christ I mean that is crazy.
PK I mean, I don’t approve of murder, but one of the rules of blogging and now substacking is picking an eye grabbing picture is part of the service.
HM Let’s zoom out literally. So, this is planet Earth. We live here allegedly. And the economy happens here.
What is the economy?
PK Alfred Marshall, great Victorian economist said that it’s the ordinary business of life. It’s if you like, it’s the least interesting part of what human beings do. It’s getting and spending, producing stuff, selling it, buying stuff. It’s the relatively materialistic side of life. There’s no hard and fast line between economics and other stuff, but generally speaking, if it involves producing or buying or selling, uh, then it’s economics.
HM Every time I listen to a president over the course of history, they always talk about economic growth. The fastest pace of economic growth in this country in nearly four decades. We’ve seen the fastest economic growth in over a decade. the fastest economic growth in more than 30 years.4% economic growth. Americans can be confident about our economic growth. But apparently the economy is supposed to just grow forever. But this same this stays the same size.
PK Yeah, that is less of a paradox than you think because we define economic growth by the value of stuff which is not the same as the volume of stuff. Britain emits less carbon dioxide per capita than it did in the 50s — the 1850s. A modern economy can run with very low emissions. We have the technology to do that and it produces all this valuable stuff. So there’s no one to one link between economic growth and consumption of resources or damage to the environment. In some ways economic growth makes it easier to have a clean economy because we can afford to do things to to clean it up. So when people say, finite planet how can we have infinite economic growth it’s missing the point that economic growth can be qualitative instead of quantitative. You know, we say economic growth, but we what we really mean is a rising standard of living, better quality of life. And there’s no reason we can’t keep on improving the quality of life on a finite planet.
Now, the problem is that that takes policies. You need to do it right. But it can be done.
HM Sometimes when I watch the news I’ll hear newscasters also say economists say economists say economists say many economists say economists say no economist say economist say economist say economist say so many economists say economists all say every economist in the country says when people hear economists say should they see it as fact or as opinion
PK Well that’s a favorite beef of mine and in general it really really depends. Unfortunately you need some guidance as to who to believe and who to trust. if it’s a economist who works for a highly politicized think tank, no. If it’s an economist who works for Wall Street, well, there are some to trust and some who are basically selling stock. So, there are certainly a bunch of really good economists in America, in the world. and the trouble I guess for everybody else is to know who they are.
HM Have you always felt a hesitance to make predictions as an economist? Because as you know, one of the famous Krugman memes uh was your meme about the internet in 1998.
PK What people don’t know is that that was partially a joke. If you read the actual article, I was assigned to write as if I was looking back from a hundred years in the future.
HM So, you were trolling
PK I was trolling a little bit. I was trying to get people’s attention.
HM No, no, no. Because Paul, I’ve had egg certainly splattered on my face. I don’t know if you’ve seen this meme with me. It says Sega Saturn is the greatest video game system ever. Nothing will ever beat it. Trust me, bro. With the zero.
PK Yeah. You know, I I was skeptical a bit about the potential of the internet. I was wrong on some of it. Although if you actually look at the rise in living standards since broadband became universal, it actually is kind of disappointing. The truth is that if you’re actually looking for the payoff to all of this high-tech, it’s a little elusive.
HM Meaning the actual payout for technology and the internet if you actually look
PK Yeah. If you actually look at how much can an average worker afford to buy, that hasn’t gone up all that much with all of this technology. Now, there are some things that were not available before. You know, I I spend a lot of my evenings watching live musical performances on NPR Tiny Desk, and then then I follow up the bands I like. Every weekday my Substack post ends with a musical clip. So there are some things that that the internet has made possible but you know a lot of people were expecting a real boom in manufacturing productivity or a real uh a real reduction in the cost of living relative to wages out of the internet and so far that hasn’t happened.
HM Let’s take a look in a snapshot of where we’re at right now. The President Donald Trump promised that he was going to make America more affordable again. How’s that going?
PK Yeah, that’s going badly. I mean inflation has picked up some. It will pick up more because all of all these tariffs are raising the cost of imported goods. Some of the other stuff we’re starting to see food prices tick up and it’s going to get worse because of the deportations because who do you think picks crops in America? He had no plan to do that. It was I’m going to magically make prices go down and in fact most of the things he’s doing are going to make them go up.
HM Can I ask a question? Do prices ever go down? So not to brag um I am a road comedian. I do both A, B, and C markets. No matter where I go in this great country, I’ll hear three things. The rent is too damn high. Have you seen the price of gas? And back in my day, a piece of candy used to be a nickel. Isn’t inflation always going to be a part of the equation? Meaning candy’s never going to be a nickel, you boomer. Yeah, it’s we haven’t seen prices go down ever, right? For well, you have to go back to the 19th century. We actually had deflation.
PK Well, we had deflation in the 1930s, which was not fun. And we had deflation in the late 19th century, which was not fun. Uh, in general, it’s kind of a consensus among economists that a little bit of inflation is actually good.
HM 2%, right?
PK Yeah. 2% is the official target. And a little bit of magic went into coming up with that number but that the economy runs a little bit better with 2% inflation than it would with zero inflation and falling prices is a really bad thing. Japan had falling prices for a couple of decades.
HM And that’s deflation
PK Correct, yeah ,so overall prices basically rise because in the end the Federal Reserve chooses to do its best to make sure that they rise a little bit.
HM So, when a politician repeatedly says, “I’m going to bring prices down.” Is it just safe to say, “Don’t believe it.”
PK Yes
HM The only minus gas for some reason, gas I’ve seen can skyrocket and then go back down and then skyrocket again. But pretty much everything else, look, a Snickers is going to be really expensive as time goes on. That’s what I’ve learned.
PK Yeah, I mean the price of soybeans or the price of wheat fluctuate and the price of eggs has been a real roller coaster up and down. So, they were up and then they were down and they’re going up again and that’s because that’s the kind of market they are. But it’s just not like the market for streaming services or something. Basically bird flu comes and goes and that’s what’s driving the price of eggs.
HM So, but the overall cost of living, uh, your best guess is that that’s going to rise 2% a year for the foreseeable future because the Federal Reserve wants it to rise 2% a year for the foreseeable future.
PK The only way that can change is if we get somebody like Donald Trump who gets his hands on monetary policy and decides that he wants to roll the printing presses. Any politician who promises to bring prices way down is either ignorant or lying or both.
HM I’m so glad that you mentioned the Fed and the president. Two-part question. What is the Fed and why is it important that the Fed is independent from the president?
PK Okay, so basically the Fed controls the amount of money in circulation.
HM Got it.
PK And that can have a tremendously powerful influence, right? It depends on the circumstances, but there have been times when the economy was terrible shape, 10% unemployment, and the Fed said, “Okay, it’s time to roll the printing presses.” And the economy went zooming up,.Or when the Fed decides that we should suffer, which it sometimes does because they want to bring inflation down, we suffer. So, the Fed is enormously powerful. The reason that we want to keep it quasi-independent, is that it’s too easy to use. The problem with monetary policy is it’s almost frictionless. Other stuff, if you want to spend money or raise taxes or whatever, you have to pass legislation through Congress. It has to be debated. There’s time to think about it. The way that the Fed loosens monetary policy, the way the Fed reduces interest rates is a group of people get together, have a meeting in Washington for two days.
HM How many people is it? So, it’s Jerome Powell and how many people?
PK Oh gosh, I should know the size of the open market committee and I don’t. Anyway, they call up the open market desk in New York.And the open market desk, uh actually at this point I think they just make a few clicks on their computers to buy or sell treasury bills from banks.
So, it’s absolutely the easiest thing in the world. There’s no friction.There’s no slowdown.
HM This sounds like this really does sound like some secret society stuff though because it’s it’s a small clandestine meeting and it can shape monetary policy and economics for the country if not the world.
PK Yeah. But it turned out that having a bunch of technocrats with a really strong professional ethos um managing this thing was a way to preserve a fair bit of stability while also preserving a fair bit of flexibility. Nothing is perfect, but that’s a solution that has served us pretty well for generations now. And we know what happens if you don’t do it. You get Turkey where you have a president who has people telling him what he wants to hear and Argentina as well.
The Turkish one is the most recent example. And by the time he finally said maybe these economists telling me I’m doing the wrong thing might know something, they had 80% inflation. Donald Trump is obsessed with the Fed and with interest rates. If it was up to him, he would basically have a thermostat on his desk in the Oval Office where he could just control interest rates. Why is it important that these two bodies be separate? Well, if you like, our system is designed to protect us against uh people like Donald Trump. Deciding what the interest rate should be is something that at least requires you to have read some history, paid some attention to how the whole thing works. You don’t want somebody who just believes what he wants to believe and is surrounded by people who tell him what he wants to hear to be free to set this very powerful policy tool wherever he feels like.
HM If Trump policies are so bad, I keep reading how awful his economic policies are. And clearly kind of in the vibes of our conversation right now, you’re not a fan of his economic policies. Why hasn’t the stock market crashed?
PK Stock market, first of all, does what it’s going to do. Paul Samuelson, one of my old mentors, famously said that the stock market had predicted nine of the last five recessions, right? You know, the stock market is psychological. And one thing that Trump is doing is he’s definitely cutting taxes on rich people, which is good for the stock market. And a lot of people believe that in the end he won’t follow through on some of the worst stuff. And that you can definitely look and say that markets don’t believe that he’s going to manage to take control of the Federal Reserve. Uh I think the markets are probably wrong on that, but that’s what the markets believe right now.
HM What does that mean “the markets believe”?
PK Well, we can look at interest rates. If you really thought that we were going to turn into Turkey or Argentina, then 10-year interest rates should be going through the roof, and they’re not. The main thing I think to say about the economy, you always need to remember that we’ve got something like 160 million workers. GDP is $30 trillion. It takes really major stupidity to really wreck an economy that size and we’re working on it.
HM So, if Donald Trump could control interest rates, what would that do to the stock market?
PK I think that the markets would uh panic pretty soon. I mean, I think the markets are insufficiently worried, but okay, more than you want to know, but right now
HM No, please tell me more more.
PK It’s looks like Trump is failing to fire Lisa Cook. He’s going to appoint somebody probably really not too bright as Federal Reserve chairman to replace Jay Powell, but the chairman is not a dictator. There is this committee that votes and whoever he appoints is very likely to be outvoted whenever he tries to do irresponsible stuff. So people are kind of betting that despite all of the craziness that they won’t actually go wild.
HM So is the Fed kind of like the Supreme Court, but he actually has less say on the Fed than he does on the Supreme Court.
PK Yeah. I I always used to say that the Fed is kind of like the Supreme Court that it’s designed to be, you know, ultimately accountable to the voters, but very ultimately and with a lot of insulation. And yeah, at this point the Fed is acting a lot more like what it’s supposed to be than the Supreme Court is, right? Because obviously presidents can famously get Supreme Court justices appointed, but the president can’t do that with the Fed. Correct. I mean, it’s a little complicated, but if you had a president who stayed in office for 20 years, he would eventually have a Federal Reserve board and open market committee, which is not quite the same thing, but eventually the whole Fed system would be at his beck and call, but it takes a long time.
HM I feel like there’s two conversations happening in regards to the economy. And I think it’s between the asset class, basically people who have enough money to own stocks, whether that’s fang or the S&P 500 or just basic index funds, and then the non-asset class, people that are literally putting together money for rent, a car note, and groceries. Is there a disconnect between the two people talking?
PK Look, the economy is not the same for everybody. In fact, one of the hallmarks of America since the 70s has been rising inequality where the top, you know, what we call the 1%, but when people say the 1% their mental picture is really like more the 0.01%, the very wealthy have had incredible gains. And then there’s the sort of typical worker who probably has over the last 40 years seen uh his or her wages grow faster than inflation, but not by that much. You know, during the Biden years when everybody was so angry, there was actually really big wage gains for workers near the bottom. Actually, the bottom half of US workers were doing really well. Now, that’s gone into reverse lately, but you know, there are periods when it’s not always the case that the rich get richer and the poor get poorer. Sometimes, uh, it goes the other way.
HM So you’re saying there are times where the poor do get richer.
PK Oh, yeah. I mean, of course, there there’s this miraculous thing that happened in the 1940s. I grew up in a middle class society. I grew up in the in the 50s and 60s and in a world where plumbers uh made as much or more than middle managers and where there were very few extremely rich people.
That society didn’t evolve gradually. That society was created rather abruptly by FDR mostly during World War II and it stuck for about 30 years. So that was a tremendous equalization the Great Compression we call it. I would love to see another great compression happen but it not under the current administration anyway.
HM Donald Trump promised that he would bring manufacturing back to the United States of America. How’s that going?
PK Well, manufacturing employment is declining so far on his watch. And look it fundamentally can’t be done. The main reason we don’t have a lot of manufacturing jobs anymore is that we’re just very efficient at producing manufactured goods and it doesn’t take a lot of people in manufacturing. Uh so we’re an economy where jobs are in other things that and that’s okay. You know what happened to farming? There are you know hardly any farmers left in America really. There’s a whole lot fewer cashiers than there used to be. That’s okay because people can find other stuff. It’s only making sure not that you have particular jobs, but that there are enough jobs in total and that they pay decent wages.
HM Hypothetically, would it be bad if the US dollar was no longer the world’s reserve currency?
PK For the US, it would matter hardly at all. People think people think that it’s a tremendous privilege and it’s not really worth all that much to the US. I mean, a lot of those Benjamins, a lot of those $100 bills are being held by drug lords and whatever around the world, and that’s like a zero interest loan. But it’s not that big.
HM Paul, I told you I like tipping people out with it. I am not a drug lord.
PK Okay. But, um, it’s not really all that important. You know, the British pound used to be a global currency and that sort of went away in the late 1960s and early 1970s. And you look for evidence that that hurt Britain and you don’t find it. But what is really important is it is really important for the world to have something that everybody accepts. Another one of my old teachers, Charlie Kindleberger had this great essay comparing the use of the dollar in world commerce to the use of English as an international language. It’s kind of nice for those of us who are monolingual in English. It’s kind of nice that everybody in the world sort of speaks English. But the main thing is it’s important that there be an international language. And the dollar plays a really important role because it is the universally accepted standard. You can put up US Treasury bills as collateral for anything. And that reduces friction, makes world business work. I mean, so it’s not in the best interest of the United States as a country if Bitcoin were to become the world reserve currency. That ain’t going to happen. Uh because the whole point about the dollar is it’s really easy to use and Bitcoin is not easy to use.
HM Paul, I don’t want to get memed. The Bitcoin boys have already come after me. I don’t want to get memed, please.
PK Yeah, I’ve I’ve made some money off off crypto because I get invited to crypto conferences as a designated enemy and get paid a fee.
HM In Bitcoin. In BTC?
PK No. In in in dollars. I am not going to take BTC on the speaking gig.
No, people who are serious about this stuff, which kind of includes me because it’s one of the things I worked at for decades, say that the real risk is not that something replaces the dollar, but that nothing does.
HM What is your take on crypto and where do you see it going?
PK I think crypto is basically a scam.
HM Oh, you agree with Taleb upon Ponzi, but Talib’s now adjusted his take on that?
PK No, we can document it. I mean, there is essentially no legitimate use for crypto and nobody’s using it for anything legitimate. Fewer than 2% of Americans have ever made a payment in crypto. It’s purely a speculative asset or a vehicle for crime. It’s used for money laundering and extortion and blackmail.
HM Blackmail?
PK Well, if you want to blackmail somebody, you want to be able to, you know, have a non or a difficult to trace payment, you demand that you be paid in Bitcoin.
HM But for real, you mean like organized crime? So you’re saying like ISIS …
PK Actually North Korea has made extensive use of Bitcoin to extract, to steal money.
HM So you’re saying al-Qaeda and Venezuelan gangs are just in their crypto wallets exchanging BTC.?
PK Well, actually they’re mostly using Tether. They’re mostly using stablecoins these days. `
I know a consulting firm that had their computers ransomwared and they paid and the payment was in BTC. So, it’s the most amazing thing. I’ve been in many many meetings where we — actually me and my friends, my economist friends as sympathetically as possible asked crypto guys to explain to us what function what legitimate function does this stuff serve and have never gotten an answer.
HM Well, if it’s so bad why will the comments of this video be filled with people screaming at us calling us idiots?
PK Oh, because it’s a cult. Um and the fact of the matter is the price has gone up. So people who bought in early feel very smart. My line about about crypto is that it’s technobabble plus libertarian derp and that’s pretty much it still but people are very passionate about it.
…
Every time a left-leaning politician suggests that raising taxes would be beneficial to the general public, a lot of business owners and people that live in Greenwich start screaming and say, “They are leaving. I’m out.” I suppose at sufficiently high tax rates, people would move. But, you know, part of what I I like to say when people say they’re going to leave and mostly they don’t.
HM Oh, is this like my friends in 2016 when Trump won and they said they’re going to Canada?
PK Some of that.
HM And I’m like, Brandon, you’re not going to Canada.
PK Yeah. I mean, there are a few very rich people who have left London for Milan because the Brits changed their their tax privileges. That sort of thing does happen. A few Wall Street guys have moved to Miami, although there were a lot of predictions that the whole thing was going to move down there.
HM Miami. What? You like Miami?
PK No, I don’t like Miami.
HM Same. I don’t know what the [ __ ] is going on there. I have a show in a couple weeks. I still don’t know what the [ __ ] is going on.
PK It’s not my favorite place. There was an article about Wall Street types trying to move to Florida. One of them said that the problem with moving to Florida is that you have to live in Florida. When people say, you know, oh, you got to keep taxes low for incentives. I like to talk about, you know, I live in New York City. And I’ve done well, so I’m in the top federal tax bracket, plus there’s this New York state tax, plus there’s the city tax, and put it all together, and I’ve got a marginal tax rate, on an extra dollar I make, probably about 55 cents of it goes to government. And that’s true of anybody who’s sort of upper upper middle class, anyone in the three or four top percent in New York City, um, who has earned income. I’m not talking about private equity or hedge fund guys, but you know, like in the movie Wall Street, 400,000 a year working wall street stiff. And you’ve all noticed how slow moving and lazy people are in New York because, you know, why bother to work hard given the tax? Well, obviously not, right? It’s obvious that tax rates at the level sort of 55% tax rate on upper income, earned income for New Yorkers is not enough to really make people stop working. I remember AOC getting a lot of grief because she said that the top tax rate should be 70%. She wasn’t ignorant, in fact she was talking to my friend Joe Stiglitz who’s one of the world’s greatest economists who has this very carefully sourced research paper on what is the optimal tax rate on top incomes and the paper actually says 73%. So actually good economics says that yeah we should you don’t want to soak the rich so much that it’s really not worth at all striving but when somebody says that terrible things will happen if you raise taxes on the rich you might want to consider the source.
HM I grew up [snorts] during a time when it was all about quote free trade and quote free trade agreements. What the [ __ ] is free trade?
PK Oh, no. That’s I don’t think free trade is a particularly abstract concept. It means that you don’t pay a tax when you cross the border, uh when you bring stuff across the border. I mean, uh there there’s free trade. Look, I just spent some time in the Netherlands. Lovely place, by the way. And Rotterdam is one of the world’s great ports and a lot of stuff is unloaded at Rotterdam and then taken by train or truck on into Germany. There’s no tax levied when a train or a truck crosses. In fact, there’s nothing when you cross the Dutch-German border. It’s just open and that’s that’s free trade. So there’s free trade between the Netherlands and Germany. Um there’s mostly or there was mostly free trade between the US, Canada, and Mexico. There no tariffs on most stuff that that crossed our borders.
HM So you see it as generally positive.
PK Yes. I mean with exceptions. The people who put together the system were not stupid. I think they may have been a little too optimistic but both in US law and in the General Agreement on Tariffs and Trade which we were which were massively in violation of but anyway um article 22 basically says that if there’s a national security concern, you can do what you need to do. We should have been protecting rare earths production and we shouldn’t have allowed to China to be producing all the rare earths for the world.
HM Um I mean there was been some pretty dark examples. I remember in the late 90s South Africa was trying to import cheap generic AIDS drugs, but a major pharmaceutical company backed by the American government fought to protect their patents through the World Trade Organization. Yeah. in a free trade agreement called the quote trade related aspects of intellectual property rights and as a result millions of people died.
PK But that wasn’t really about free trade.
HM but wasn’t it?
PK No, what’s happened is a lot of free trade stuff got perverted. I I used to teach about this.
HM But you supported free trade, right?
PK I support actual free trade but not this, this is protecting monopoly patent rights which is not about free trade. I taught about something called CAFTA, the Central American Free Trade Agreement and you take a look at it it turns out it has nothing to do with free trade it’s mostly about in fact pharmaceutical companies protecting their patents so no that’s not what I’ve ever been for.
HM So you’re making a distinction between free trade in these actual free trade agreement and there’s a lot of things that are called free trade agreements that are really not about free trade. Because it feels kind of [ __ ] up but some of them are and I [clears throat] don’t know is there another way to say that I don’t know it feels kind of [ __ ] up I don’t know how to even articulate it just feels …
PK No it is a lot of it is [ __ ] up but mostly it’s wolves in sheep’s clothing you have something that is really about protecting the interests of some interest group that’s being sold under the banner of free trade. You ask, do I think that Bangladesh ought to be able to sell garments in the United States without facing high tariffs? Yes, I do because Bangladesh is a desperately poor country and this is what they live on. Do I think that multinational pharmaceutical companies should be able to charge nosebleleed prices for drugs in the third world? No. And that’s not at all the same thing.
HM I have a question. Do capitalism and authoritarianism go together? Because in the 90s there was this narrative that China was going to open itself up to American markets and American businesses. And once there was economic freedom, political freedom would be right around the corner. Free trade, right? China, bam.
PK Yeah. Um, democracy. I never bought that. And I think I’m on record as having never bought that. And there was a lot of nonsense about all this. Now the real stuff is way back going all the way back to FDR, the US has had the belief that that international trade can be good for peace. That by binding countries together through lots of trading links you make it harder for them to go to war with each other and that it can be a force for peace. The European Union was originally about harnessing economic interests to basically make it very hard for France and Germany ever to have another war and that has kind of worked.
HM You really believe that? You think KFC is the path to peace?
PK Well, not so much KFC, but uh the coal and steel community making sure that that German steel relied on French coal and vice versa actually did help prevent wars in Europe.
None of this is guaranteed, and I think a lot of people underestimated the extent to which all the old evils are still possible. I mean who imagined Ukraine war as a real possibility in the 21st century? So all the old stuff can still happen but that doesn’t mean that it’s completely wrong either. I do think that Europe is a is a success story. Economic integration of Europe hasn’t worked for everybody, but Europe used to be always on the verge of another war and now it’s really hard to think of that in Europe. So I think I said before in this conversation you have to have some humility, but the idea that trade can be something that helps with peace is valid. The idea that free trade brings democracy sort of like mechanically and automatically of course not right.
HM So are you kind of saying that hey authoritarianism and capitalism can they can run both programs in parallel?
PK Oh no. Capitalism and free markets don’t guarantee democracy . Authoritarianism and free markets don’t mix but that’s the other way around. It’s not that free markets destroy authoritarianism, authoritarianism ends up destroying free markets. Any system where there’s really no kind of rule of law, any democratic process always ends up being crony capitalism.
HM But isn’t China incredibly successful over the past half century?
PK Yeah. But it is worth saying that China is still like a third of uh of our productivity. So it it’s doubtful whether they can get so far along. But it’s also true that it partially depends on the sophistication and you can see that happening in America right now. You know, corporate types who backed Trump because they think he’s going to cut their taxes and it’s good. They’re going to find out that uh they don’t own him, he owns them. And so they’re already starting to find that out. And uh you eventually end up with oligarchs who back an autocrat and then decide hey I’m an oligarch I am going to throw my own weight around and end up falling out of windows.
HM Well you don’t think that these oligarchs are going to stand up for democracy?. I mean Kamala Harris juswent on MSNBC and she had some pretty powerful words for Rachel Maddow.
But I’ve worked closely with the private sector over many years and I always believed that if push came to shove those titans of industry would be guardrails for our democracy for the importance of sustaining democratic institutions. And one by one by one they have been silent they have been you know yes I use the word feckless.
Wow. She dropped the f- word. Did you think those titans of industry were going to stand up and be the guardrails?
PK I guess I’ve read more history than she has. Well, sorry. But we know we know what happened with Putin and the oligarchs. We know what happened in Hungary. And the one thing, you know, is that the wealthy elite never stands up. They’re the last people you can count on.
HM Do you want to do the lightning round? What? We always end with the lightning round.
PK Okay. I don’t know what that is, but that’s fine. All right.
HM Do tax cuts pay for themselves?
PK No.
HM If rich people give money to poor people, does it make society as a whole more rich or more poor?
PK Mostly richer.
HM Why do Republicans only care about deficits and debt when they’re not in power?
PK They don’t care about deficits and debt. They care about trying to prevent Democrats from spending money on helping people.
HM What’s more important for economists? Being respected by other economists or being right?
PK Oh, some of both. I’m afraid. You know, we’re human beings.
HM Nassim Taleb says, “You’re a BS vendor that will not deadlift. Will you deadlift against him?”
PK It doesn’t seem to me to be a really good way to settle intellectual arguments.
HM I mean, what’s really great about deadlifting is you can do uh one rep max. You’re going to take four to five minutes off before you get to the next set. Have it out.
Yeah. Then get back to it. What is the best measure of whether an economy is working? Justice or efficiency?
PK Oh, I would say neither. I mean, efficiency is not enough. You can have an efficient economy where all the money goes to one person. Um but justice, you can have a very just but also very poor economy. The measure of the economy is does it give people good lives?
HM Why is it that when businesses get free stuff from the government, it’s called an incentive? But when poor people get free stuff from the government, it’s called a handout.
PK Yeah. Well, who pays? Who makes political contributions? Who’s on the other end of the revolving door for people in politics, you know, maximum cynicism is totally appropriate here.
HM Does economics deserve to have a Nobel Prize or is it basically a kids choice award for intellectuals?
PK I have mixed feelings about the Nobel in economics. I mean most of the Nobelprizes leaving out present company have been for actually valuable contributions. Some of them have been a little bit funny, but you know when I look at Claudia Goldin getting a Nobel really telling us the story about uh women’s work um that certainly deserves some kind of prize.
HM So you know why not? Can I make a pitch? So I have two Peabodies. I definitely don’t deserve them. It’s for excellence in radio and television. Two things that don’t exist anymore. But I would happily take a Nickelodeon’s kid choice award. Number one, my kids would think it’s so [ __ ] cool. Number two, the possibility of getting slimed on television. And number three, you get a surfboard.
Supreme Court Judge Lewis Brandeis once said, quote, “We may have democracy or we may have wealth concentrated in the hands of a few, but we can’t have both.”
Do you think capitalism and democracy are compatible? Yes or no?
PK [clears throat] Modified limited uh capitalism.
HM Yes or no?
PK No. Capitalism, yes, but not without limits. I mean, we had for a good long stretch a combination of progressive taxation, estate taxes, strong unions.That was still capitalism, but it was also democracy. But no, I don’t think we can have people as rich as uh Elon Musk and Larry Ellison and still sustain a democratic system.
HM Are you optimistic about the future or not?
PK No, I’m actually quite terrified on multiple fronts. I’m terrified about the fate of democracy. I’m terrified about climate change. But you can’t just roll over and hide under the bed. But I’m extremely worried.
HM Paul, you got to start deadlifting and you got to start getting after it, big dog, cuz the fight continues and we need that dog in you.
PK Oh, I run. Does that do it?
HM No, I I need progressive weight training. Okay, Paul Krugman, thank you so much.
Thank you. Hurry right away. [singing and music] No delay. Make your daddy glad. You have your
[music] last
Wealth
The idea is simple: Unvouched users can't contribute to your projects. Very bad users can be explicitly "denounced", effectively blocked. Users are vouched or denounced by contributors via GitHub issue or discussion comments or via the CLI.
Integration into GitHub is as simple as adopting the published GitHub actions. Done. Additionally, the system itself is generic to forges and not tied to GitHub in any way.
Who and how someone is vouched or denounced is up to the project. I'm not the value police for the world. Decide for yourself what works for your project and your community.
Tags: open-source, ai, github-actions, generative-ai, mitchell-hashimoto, ai-ethics
Claude: Speed up responses with fast mode
New "research preview" from Anthropic today: you can now access a faster version of their frontier model Claude Opus 4.6 by typing/fast in Claude Code... but at a cost that's 6x the normal price.
Opus is usually $5/million input and $25/million output. The new fast mode is $30/million input and $150/million output!
There's a 50% discount until the end of February 16th, so only a 3x multiple (!) before then.
How much faster is it? The linked documentation doesn't say, but on Twitter Claude say:
Our teams have been building with a 2.5x-faster version of Claude Opus 4.6.
We’re now making it available as an early experiment via Claude Code and our API.
Claude Opus 4.5 had a context limit of 200,000 tokens. 4.6 has an option to increase that to 1,000,000 at 2x the input price ($10/m) and 1.5x the output price ($37.50/m) once your input exceeds 200,000 tokens. These multiples hold for fast mode too, so after Feb 16th you'll be able to pay a hefty $60/m input and $225/m output for Anthropic's fastest best model.
Tags: ai, generative-ai, llms, anthropic, claude, llm-pricing, claude-code
I am having more fun programming than I ever have, because so many more of the programs I wish I could find the time to write actually exist. I wish I could share this joy with the people who are fearful about the changes agents are bringing. The fear itself I understand, I have fear more broadly about what the end-game is for intelligence on tap in our society. But in the limited domain of writing computer programs these tools have brought so much exploration and joy to my work.
— David Crawshaw, Eight more months of agents
Tags: coding-agents, ai-assisted-programming, generative-ai, ai, llms
Up and to my office, whither by agreement Mr. Coventry came before the time of sitting to confer about preparing an account of the extraordinary charge of the Navy since the King’s coming, more than is properly to be applied and called the Navy charge.
So by and by we sat, and so till noon. Then home to dinner, and in the afternoon some of us met again upon something relating to the victualling, and thence to my writing of letters late, and making my Alphabet to my new Navy book very pretty. And so after writing to my father by the post about the endeavour to come to a composition with my uncle, though a very bad one, desiring him to be contented therewith, I went home to supper and to bed.
Links for you. Science:
Veronika The Cow’s Record Scratch
Scientists Discovered a Cow That Uses Tools Like a Chimpanzee
Scientists Got Men to Rate Penises by How Intimidating They Are. This Is What They Found.
The Knotweed Factor: Reconsidering an invasive species
William H. Foege, Key Figure in the Eradication of Smallpox, Dies at 89
MAHA Gave Us MAGA 2.0. Remember the Enablers.
Other:
How Do You Justify Abducting A Child?
DC Del. Eleanor Holmes Norton terminates campaign, indicating she won’t seek reelection
There’s A Catch
Two women, detained by ICE, say they helped agent having seizure
America vs. the World
“What Is Going to Happen?”
Michele Tafoya Won’t Rest Until She Finds A Bigger And Better Way To Annoy Everyone
How Kristi Noem turned ICE into the Proud Boys
The consent of the governed has been withdrawn. One year into his second term, Trump has suffered the largest approval collapse of any modern president (except the one who resigned in disgrace). He is underwater on every major policy area.
Aliens and Angel Numbers: Creators Worry Porn Platform ManyVids Is Falling Into ‘AI Psychosis’
Not Out of the Woods. Will the National Parks survive this administration?
Will Democrats Impeach Kristi Noem?
Amateur Radio Operators in Belarus Arrested, Face the Death Penalty
The Greenland Mile: After claiming the “framework of a deal” to expand America’s presence on the world’s largest island, Trump has dropped his threats to invade Greenland. Thank God, because a direct assault on Greenland wasn’t going to be a cakewalk.
ICU Nurse Alex Pretti Killed by Feds in Minn. Held Phone, Not a Gun, Video Shows (notable because it’s People)
The Instant Smear Campaign Against Border Patrol Shooting Victim Alex Pretti
Pete Hegseth Should Stay Out of Minneapolis
Wanker of the Day: Megan McArdle. The Washington Post columnist is very annoyed that Trump turned out to be a fascist.
That Other American Tolkien
The killing of Alex Pretti is a grim turning point
Alex Pretti’s ICE murder is beyond politics. This is about good vs. evil
It doesn’t matter if Alex Pretti had a gun
DHS Shooting Victim in Minneapolis Was a ‘Sweet’ and ‘Principled Person’
Statement from the Minnesota Timberwolves team chaplain
Georgetown Law refuses to remove ICE from upcoming job fair despite student petition, employers pull out in response
Oglala Sioux Tribal Council Rejects 287(g) Deal, Votes to Ban ICE Activity on Pine Ridge
Two Major Studies, 125,000 Kids: The Social Media Panic Doesn’t Hold Up
Here are the signs the Trump administration removed from Independence Park
Hudson River Park Ending Decades-Long Parking Contract with ICE
ICU nurse fatally shot by Border Patrol in Minneapolis cared for veterans
I just published publicly that when thinking about the economic value of AI, “replace human labor” is a narrow-minded perspective. It’s worse than that.
I like to work backwards from “the good of society”. Economic success, in my model, is an extremely rough proxy for doing good things for other people, individually & collectively. (Yes, I know this is n…
So earlier this week I took some shots at my ol’ hometown of Mahopac, N.Y., where an ICE agent serves as a trustee on the school board. It’s been quite the controversy (locally and nationally), and my thoughts were not appreciated by the area’s rabid, ignorant MAGA majority.
In particular, there’s a dude named Frank Ciano, who is apparently planning a second-straight run to serve as the town supervisor for Carmel, which neighbors Mahopac. And the 54-year-old Ciano … well, he’s a type. He likes recording bitch-session videos while driving his car.1 He’s fantastic at shouting. And spewing. And snarling. And puffing up. And sounding illiterate, in that special Fred Flintstone-at-the-quarry way. Though minimally educated and lightly informed and dim as a toothpick holder, Ciano behaves as one who knows e-v-e-r-y-t-h-i-n-g. The answers are simple. All the answers are simple. “What we gotta do is …” and “It’s, like, so obvious …”
In Ciano’s eyes, there appear to be three basic truths. Truth 1: America is the bestest country in the world—and if you disagree, leave. Truth 2: Protesting is bullshit—so go fuck yourself. Truth 3: Donald Trump is the greatest—and even if he pardoned every single 1.6 rioter, and even if he cheated on his wife with a porn star he paid off in hush money, and even if he’s trying to get $10 billion of taxpayer money via a bogus lawsuit, and even if he recently posted vile, racist images of the Obamas as primates, and even if the economy is tanking, and even if he mocks people (just like Frank Ciano) as “fat” and “dumb” and “retarded” and “ugly” … hey, it’s MAGA all the way, motherfuckers!
Oh, Ciano also posts videos.
Wildly entertaining videos …
And although morons-who-think-they’re-intelligent are my least-favorite human strand, I will give Frank Ciano this (sincere) credit: He is exactly who he says he is. The man is not pulling punches, or trying to win over moderates. He’s blunt and dumb and vocal and offensive, and he will ride that shit splatter to either an electoral triumph or setback. He will go down swinging as his authentically slow-witted self.
Again, he is exactly who he says he is.
Orange County, on the other hand, overflows with the duplicity of Republicans who talk of loving children, who talk of consensus, who brag about speaking with both sides, who know they need to woo Democrats while simultaneously not losing GOPers. You see this all the time in local elections—school boards, assemblies, water board, etc. “I’m a moderate” and “There are plenty of things I disagree with the president about.”
It’s all show.
If you’re at all paying attention to CA-40, for example, redistricting brought out the worst (but most honest) in Young Kim, Republican incumbent. She was as moderate (sounding) as strawberry ice cream—until she needed to be as conservative as a hunting trip. So now she’s all about Trump, all about ICE raids, all about red meat issues that’ll woo her increasingly right-leaning district. It’s gross—not because she’s conservative, but because there’s a complete lack of integrity. It’s only about winning. Whatever it takes, a soulless, spineless Young Kim needs to win.
Frank Ciano, again, is not my cup of tea. He’s stupid and basic and an easy mark for Donald Trump, succubus of the white, male working class.
But at least he’s not full of shit.
At least he’s real.
PS: For some reason, I never received my invite … :)
Seriously, man, just pull over.
Late last night, President Donald J. Trump’s social media account posted a video full of debunked claims about the 2020 presidential election that included an image of former president Barack Obama and former first lady Michelle Obama with their heads attached to the bodies of apes.
Predictably, White House press secretary Karoline Leavitt derided the “fake outrage” over the image, but as Tim Grieve of NOTUS explained, when Republican senators Tim Scott of South Carolina, Pete Ricketts of Nebraska, and Roger Wicker of Mississippi called out the racism behind the post, the president deleted the video and a White House official said that a “staffer erroneously made the post,” as if somehow a staffer could post random racist videos from the president’s account in the middle of the night. As soon as they could blame the post on a staffer, Republicans rushed to condemn the post’s racism.
Later tonight on Air Force One, Trump said that he had posted it himself. When a reporter asked if he would apologize, he said, “No, I didn’t make a mistake.”
While the post exhibited both the president’s vile racism and his failing impulse control, it also seems to have been an attempt to use racism to break the growing coalition against him. As when they arrested Black journalists Don Lemon and Georgia Fort as well as Black protesters at a church while leaving white protesters free, Trump and his allies are hammering on racial fault lines. As with the ape trope, the White House went so far as to digitally alter a photograph of church protester and civil rights activist Nekima Levy Armstrong, who appeared to be quite composed during her arrest, to make her look blacker and as if she is sobbing in terror.
“They couldn’t break me,” Armstrong told Nil Köksal of Canadian news interview show As it Happens. “And so they altered an image showing me broken.” “I thought, am I that much of a threat to the world’s greatest superpower?”
The answer is that the growing coalition of Americans from all walks of life standing against MAGA and defending American democracy is the United States of America at its best, and that coalition is absolutely a threat to the cabal trying to seize the assets of the nation for itself. And American history from Bacon’s Rebellion in the late 1600s forward has established a blueprint for breaking democratic coalitions that threaten those in power along racial lines.
Trump’s doubling down on racism reflects Americans’ growing disillusionment with him and his administration.
Bad news about federal agents from Immigration and Customs Enforcement (ICE) and Border Patrol continues. In emails, Border Patrol Commander Gregory Bovino, who was removed from his oversight of Border Patrol operations in Minneapolis after agents shot and killed two U.S. citizens, said he did not report to Customs and Border Protection (CBP), Border Patrol’s parent agency. Bovino told a courtroom, under oath, that his boss was Secretary Kristi Noem of the Department of Homeland Security (DHS), the department in which Customs and Border Protection is housed.
But in an email, Bovino wrote that when acting director of ICE Todd Lyons told Bovino that he, Lyons, was in charge of the surge into Chicago, Bovino disagreed. “Mr. Lyons said he was in charge, and [I] corrected him saying i reported to Corey Lewandowski. Mr. Lyons seemed intent that CBP conduct targeted operations for at least two weeks before transitioning to full scale immigration enforcement. I declined his suggestion. We ended the conversation shortly thereafter.” Lewandowski is a special government employee who advises Noem and has a history of favoring political theater to project dominance. He has no experience in law enforcement.
A court transcript from Tuesday, February 3, posted online by Minneapolis lawyer Dan Suitor shows that the administration’s sweeps of immigrant communities have stretched the Department of Justice (DOJ) to the breaking point. As Chris Geidner of LawDork explained, U.S. District Judge Jerry Blackwell dug into why individuals he had ordered released from detention were not being released. “Detention without lawful authority is not just a technical defect,” he said, “it is a constitutional injury that unfairly falls on the heads of those who have done nothing wrong to justify it.” The DOJ, DHS, and ICE “wield extraordinary power,” he said, “and that power has to exist within constitutional limits.”
The government had an obligation to make sure that each arrest it made in its dramatic sweeps complies with the Constitution and with court orders for the release of those wrongly imprisoned, he said. “[W]hat you cannot do is to detain first and then sort out lawful authority later.” One of the government’s lawyers responded that the administration’s surge into Minnesota has “outpaced the system’s capacity to ensure that the Constitution is being complied with.” “Detain first, find authority later, this is exactly their strategy, and we’ve seen this from all of our cases where there’s no warrant, there’s no probable cause.” Authorities simply take people “for how they look or for where they are.”
A Marist poll released yesterday shows that 65% of Americans think that ICE has gone too far in enforcing immigration laws.
Even those who are not focused on that issue have increasing concerns about the Trump administration’s policies.
Measles is back in the United States with the biggest outbreak the U.S. has seen in decades. Now news has broken that Secretary of Health and Human Services Robert F. Kennedy Jr. appears to have lied in his Senate confirmation hearings when he said that a trip he took to Samoa in 2019 had “nothing to do with vaccines.”
The Guardian and the Associated Press obtained emails from U.S. Embassy and United Nations staff saying that Kennedy was indeed visiting Samoa to spread his skepticism of vaccines. One email read: “The real reason Kennedy is coming is to raise awareness about vaccinations, more specifically some of the health concerns associated with vaccinating (from his point of view).” After his visit, antivaccine activists gained ground, and vaccination rates dropped. A subsequent measles outbreak sickened thousands of people and killed 83, most of whom were children under the age of five.
Senator Ron Wyden (D-OR) told The Guardian: “Lying to Congress about his role in the deadly measles outbreak in Samoa only underscores the danger he now poses to families across America. He and his allies will be held responsible.”
The sprawling web being exposed by the Epstein files has ensnared not just Trump, but other members of his administration as well. Tonight, Daniel Ruetenik and Graham Kates of CBS News reported that U.S. Secretary of Commerce Howard Lutnick was in business with the convicted sex offender as recently as 2014. Lutnick previously claimed he had cut ties with Epstein in 2005 after touring his New York mansion, saying, “I will never be in the room with that disgusting person ever again.”
Mike Stunson of Forbes reported today that the U.S. lost 108,435 jobs in January in the biggest cuts since January 2009 during the Great Recession. Despite Trump’s insistence that he would bring back masculine jobs like manufacturing, in 2025 the U.S. lost about 68,000 manufacturing jobs.
On Tuesday, February 3, a bipartisan group of 27 former Agriculture Department officials and leaders from farm and commodity groups wrote to the leaders of the agriculture committees of both chambers with a dire warning about “the damage that is being done to American farmers.”
Linda Qiu of the New York Times highlighted the letter, which noted that “just a few years ago,” farm export surpluses and farm incomes were at record highs. This year, “[f]armer bankruptcies have doubled, barely half of all farms will be profitable this year, and the U.S. is running a historic agriculture trade deficit.” The authors blamed this crisis on the fact that “the current Administration’s actions, along with Congressional inaction, have increased costs for farm inputs, disrupted overseas and domestic markets, denied agriculture its reliable labor pool, and defunded critical ag[ricultural] research and staffing.”
They warned of “a widespread collapse of American agriculture and our rural communities.” They noted that administration cuts to healthcare will add to the decimation of rural communities, wiping out a way of life. Rural voters tend to be an important part of Trump’s base.
Apparently concerned that even racism won’t help keep Republicans in office, Trump is trying to rig the system.
Yesterday the Office of Personnel Management issued a final rule to strip civil service protections from about 50,000 federal employees, enabling the administration to replace nonpartisan civil servants hired for their skills with loyalists. Trump tried to do this at the end of his first term, but his successor, President Joe Biden, reversed the plan immediately upon taking office. The United States has had a nonpartisan civil service since 1883. When the government proposed the reintroduction of the political system the U.S. had before then, 94% of 40,000 public comments opposed the change. Only 5% supported it.
The Republicans are also trying to pass the Safeguard American Voter Eligibility (SAVE) America Act, which would require a document proving citizenship in order to register to vote and in order to vote. Only Michigan, Minnesota, New York, Vermont, and Washington have “enhanced” driver’s licenses that would meet the requirement. In all other states, voters would need either a passport or a birth certificate.
Half of Americans don’t have a passport, others don’t have their birth certificates, and the names of married women who took their husband’s last name and transgender Americans would not match their birth certificates. All of these groups tend to vote for Democrats. The bill also calls for state officials to purge voter rolls. The Brennan Center for Justice found that if the measure passes, about 21 million Americans could lose their votes.
Trump is also trying to guarantee that Americans will remember him differently than they perceive him now. Last fall he withheld money for the $16 billion Gateway tunnel under the Hudson River, connecting New York and New Jersey. This major infrastructure project is important to the entire region. Jonathan Karl of ABC followed up on a story broken by Punchbowl News yesterday, explaining today that Trump told Senate minority leader Chuck Schumer (D-NY) last month that he would release the appropriated money if Schumer agreed to rename Penn Station in New York City and Dulles Airport outside Washington, D.C., after him.
Schumer refused, after which Trump’s social media account accused Schumer of “holding up” the project.
But House minority leader Hakeem Jeffries (D-NY), at least, appears to think the American people have moved too far from Trump for him to recover their loyalty. Now, rather than dividing Americans, Trump’s outrageous behavior is uniting Americans against him. Jeffries leaned into that anger in his own video responding to Trump’s vile image of the Obamas.
“This disgusting video, posted by the so-called president, was done intentionally. F*ck Donald Trump and his vile, racist, and malignant behavior. This guy is an unhinged bottom feeder. President Obama and Michelle Obama are brilliant, caring, and patriotic Americans. They represent the best of this country. It’s time for John Thune, Mike Johnson, and Republicans to denounce this serial fraudster, who’s sitting at 1600 Pennsylvania Avenue pretending to be the president of the United States.”
—
Notes:
https://www.notus.org/final-notus-newsletter/this-post-is-no-longer-available
https://www.cbc.ca/radio/asithappens/nekima-levy-armstrong-doctored-image-9.7074411
https://www.theguardian.com/us-news/2026/jan/22/white-house-ice-protest-arrest-altered-image
https://static01.nyt.com/me newsgraphics/documenttools/acb735649572767d/01cc68db-full.pdf
https://www.nytimes.com/2026/02/03/us/politics/us-agriculture-warning.html
https://maristpoll.marist.edu/polls/the-actions-of-ice-february-2026/
https://punchbowl.news/article/white-house/trump-dulles-penn-station/
https://abcnews.go.com/US/trump-penn-station-dulles-airport-named-after-funding/story?id=129910999
https://www.npr.org/2026/02/05/nx-s1-5698522/measles-south-carolina-ice-detention-facilities
https://www.theguardian.com/us-news/2026/feb/06/rfk-jr-samoa-trip
https://www.cbsnews.com/news/howard-lutnick-jeffrey-epstein-in-business-together/
Bluesky:
factpostnews.bsky.social/post/3meaagiypsd2o
The most successful economics blog in the world is called Marginal Revolution.
That is not an accident….Consider a few common mistakes that reappear whenever marginal thinking is abandoned:
One of the most uncomfortable implications of marginal analysis is that reallocation is essential. Labor and capital must sometimes leave declining uses so they can enter expanding ones. That process is rarely smooth, and never painless. But blocking it does not make an economy more humane; it makes it poorer.
The twentieth century gave this insight a name. Joseph Schumpeter called it creative destruction. János Kornai warned that when losses are systematically covered—when budget constraints are soft—adjustment never happens, inefficiency becomes chronic, and stagnation follows.
Marginal analysis explains why. If losses have no consequences, margins lose meaning. Prices stop signaling scarcity. Productivity differences stop guiding allocation. The economy becomes a museum of preserved structures rather than a system that adapts.
Excellent throughout, here is the link.
The post Sebastian Galiani on the Marginal Revolution appeared first on Marginal REVOLUTION.
1. Indeed the Turner watercolor went for 165k, well above the estimate. The Hubert Robert for 53k.
2. Reason and Rationality program for middle school students. High school program here.
3. In defense of hallucinations? Note that Princeton Law Review does not exist.
4. Economics of a Super Bowl ad.
5. Searchable database of every book mentioned on Conversations with Tyler.
6. Prophets of the Leopold Aschenbrenner.
7. David Pilling reviews Joe Studwell’s new Africa book (FT).
8. Are there just as many female autistics?
9. Brazil is still in better fiscal shape than is Argentina.
The post Saturday assorted links appeared first on Marginal REVOLUTION.

Starfish’s Otter spacecraft will support relocation and life extension of military satellites
The post Space Force awards $54.5 million contract to Starfish Space for GEO servicing vehicle appeared first on SpaceNews.

China launched its experimental reusable spacecraft for the fourth time late Friday, once again maintaining strict secrecy around the mission.
The post China launches reusable spaceplane on fourth secretive orbital mission appeared first on SpaceNews.

After losing about 20% of its civil servant workforce in the past year, NASA’s administrator says the agency plans to bring more expertise in-house and reduce its reliance on contractors.
The post NASA seeks to bolster workforce, reduce reliance on contractors appeared first on SpaceNews.
Here's a new HBS working paper on repugnance of A.I.
Performance or Principle: Resistance to Artificial Intelligence in the U.S. Labor Market
By: Simon Friis and James W. Riley
Abstract
From genetically modified foods to autonomous vehicles, society often resists otherwise beneficial technologies. Resistance can arise from performance-based concerns, which fade as technology improves, or from principle-based objections, which persist regardless of capability. Using a large-scale U.S. survey quota-matched to census demographics and assessing 940 occupations (N = 23,570 occupation ratings), we disentangle these sources in the context of artificial intelligence (AI). Despite cultural anxiety about artificial intelligence displacing human workers, we find that Americans show surprising willingness to cede most occupations to machines. Given current AI capabilities, the public already supports automating 30% of occupations. When AI is described as outperforming humans at lower cost, support for automation nearly doubles to 58% of occupations. Yet a narrow subset (12%)—including caregiving, therapy, and spiritual leadership—remains categorically off-limits because such automation is seen as morally repugnant. This shift reveals that for most occupations, resistance to AI is rooted in performance concerns that fade as AI capabilities improve, rather than principled objections about what work must remain human. Occupations facing public resistance to the use of AI tend to provide higher wages and disproportionately employ White and female workers. Thus, public resistance to AI risks reinforcing economic and racial inequality even as it partially mitigates gender inequality. These findings clarify the “moral economy of work,” in which society shields certain roles not due to technical limits but to enduring beliefs about dignity, care, and meaning. By distinguishing performance- from principle-based objections, we provide a framework for anticipating and navigating resistance to technology adoption across domains.

Update 5:02 p.m. EST (2202 UTC): SpaceX confirms deployment of the 25 Starlink satellites.
Update 12:10 p.m. EST (1710 UTC): SpaceX pushed back the T-0 liftoff time to the end of the window.
Update 11:23 a.m. EST (1623 UTC): Adding addition comments from SpaceX.
Update 10:45 a.m. EST (1545 UTC): SpaceX pushed back the T-0 liftoff time; adding comments from NASA.
SpaceX returned its Falcon 9 rocket flight mission with a Saturday afternoon launch, following a brief stand down period lasting less than a week.
The Starlink 17-33 mission adds 25 Starlink satellites to the company’s megaconstellation in low Earth orbit. There a more than 9,600 satellites currently in orbit, according to stats maintained by astronomer and expert orbital tracker, Jonathan McDowell.
Liftoff from pad 4E at Vandenberg Space Force Base (VSFB) happened Saturday, Feb. 7, at 12:58:09 p.m. PST (3:58:09 p.m. EST / 2058:09 UTC). The rocket flew on a south-southwesterly trajectory.
SpaceX launched the Starlink 17-33 mission using the Falcon 9 first stage booster with the tail number 1088. This was its 13th flight following the launches of missions, like NASA’s SPHEREx, Transporter-12 and two batches of satellites for the National Reconnaissance Office’s proliferated architecture satellite constellation.
Nearly 8.5 minutes after liftoff, B1088 landed on the drone ship, ‘Of Course I Still Love You,’ positioned in the Pacific Ocean. This was the 176th landing on this vessel and the 568th booster landing for SpaceX to date.
SpaceX is returning to its more typical pace of launch after a rare quiet period and some delayed missions.
Originally, following the launch of the Starlink 17-32 mission from VSFB on Monday, Feb. 2, the company was set to fly the Starlink 6-103 mission from Space Launch Complex 40 at Cape Canaveral Space Force Station (CCSFS) on Tuesday, Feb. 3.
However, later on Monday, SpaceX announced an in-flight anomaly after payload deployment.

“During today’s launch, the second stage experienced an off-nominal condition during preparation for the deorbit burn,” SpaceX said in a statement on Feb. 2. “The vehicle then performed as designed to successfully passivate the stage. The first two MVac burns were nominal and safely deployed all 25 Starlink satellites to their intended orbit.”
While NASA conducted a fueling test of its Space Launch System rocket, SpaceX rolled the Starlink satellites for the Starlink 6-103 mission back from pad 40 to its Hangar X facilities at NASA’s Kennedy Space Center. Hours later, it rolled the booster, tail number 1101, out to the pad to prepare for the forthcoming launch of Crew-12 set for next week.
On Friday evening, the Federal Aviation Administration (FAA) announced the closure of the SpaceX-led mishap investigation, allowing SpaceX to resume FAA-licensed flights.
“The FAA oversaw and accepted the findings of the SpaceX-led investigation. The final mishap report cites the probable root cause was the Falcon 9 stage 2 engine’s failure to ignite prior to the deorbit burn,” the FAA said in a statement. “SpaceX identified technical and organizational preventative measures to avoid a reoccurrence of the event. The Falcon 9 vehicle is authorized to return to flight.”

Following the arrival of the Crew-12 quartet at KSC on Friday night, NASA published a statement noting its assessment of the mishap and whether or not it would impact the crewed flight to the International Space Station.
“As part of the agency’s Flight Readiness Review, NASA evaluated the findings from SpaceX’s review of a Starlink mission where a Falcon 9 second stage experienced an issue during preparations for its deorbit burn,” the agency wrote. “NASA and SpaceX have determined, since the Falcon 9 second stage flies a different deorbit profile for NASA’s crewed missions, there is no increased risk to crew safety during ascent. The agency and SpaceX are ‘go’ for Crew-12 to launch to the International Space Station.”
Safety and reliability are at the core of SpaceX’s operations. Thanks to our launch frequency, we’re able to quickly gather unprecedented levels of flight data to quickly learn and innovate
— SpaceX (@SpaceX) February 7, 2026
SpaceX also updated its launch page for the Starlink 17-32 mission to provide additional details about the anomaly.
“During launch, the second stage experienced an off-nominal condition caused by a failed ignition due to a gas bubble in the transfer tube ahead of the planned deorbit burn,” SpaceX wrote. “The vehicle then performed as designed to successfully passivate the stage, which reentered Earth’s atmosphere approximately 10.5 hours later over the Southern Indian Ocean. No reports have been received of debris sightings or third-party damage.”
The company went on to describe the importance of performing deorbit burns on its upper stages when possible. Across 2024 and 2025 it said 16 upper stages were left passivated in space and six have since reentered into the atmosphere.
“The remaining 10 second stages on-orbit had no deorbit planned per the approved mission profiles and are continuously tracked, allowing satellites with maneuvering capabilities to adjust accordingly,” SpaceX wrote. “This deorbit reduction effort requires novel methods in order to perform deorbit burns on missions that would not otherwise have the performance to, such as missions to Geostationary Transfer Orbit.
“These tests provide critical data and insights, continuously improving the reliability of Falcon and protecting public safety across all missions.”
Mostly about the economics of food, this is from their episode summary:
If you want to understand food – and eat better – economics is a good place to start. How do immigration patterns shape a country’s cuisine? How do labour laws make our working lunches worse? And why do strip malls serve such good grub?
About 33 minutes, here are the links:
Spotify: https://open.spotify.com/episode/30oLOLQZvGmvxJzA31X3qK
The post FT podcast with Soumaya Keynes appeared first on Marginal REVOLUTION.
To illustrate this challenge of measurement and inference, Figure 7 presents Romanian birth rates before, during, and after the imposition of an infamously coercive policy aimed at raising births. In 1966, a dictatorial government imposed Decree 770, which banned abortion and made modern contraception effectively inaccessible. The figure extends an idea from Sobotka, Matysiak, and Brzozowska (2019), which compares cohort and period fertility rates in Romania over a similar evaluation window. We add data from Bulgaria, Romania’s neighbor that was also communist during the time of the policy and that might plausibly serve as a control, shedding light on what course Romanian fertility might have followed after 1967 if not for the policy. Panel A plots period birth rates in the two countries and shows that Romania and Bulgaria had substantially similar trends and levels in period total fertility rates before and after the Romanian policy window. Focusing on panel A of Figure 7, it is clear that birth rates in Romania changed dramatically following the start of the policy, as families were taken by surprise. TFR nearly doubled in the year that followed. The sharp timing of this apparent impact following the policy change, together with the availability of data from neighboring Bulgaria to serve as a control, suggests the possibility of a difference-in-differences analysis comparing birth rates pre– and post–Decree 770 in Romania and Bulgaria.
But while such an analysis could answer the narrow question of the causal effect of Decree 770 on the total fertility rate in 1967, it may nonetheless reveal little in terms of the impact of the policy on the number of children Romanian women had over their lifetimes. After the initial rise in TFR, birth rates soon began falling quickly in Romania, as behavior adapted to the new policy regime. If, for example, an unexpected pregnancy results in a birth at a young age in 1968, a woman may choose and succeed at reducing the probability of a pregnancy in subsequent years, and still achieve the same lifetime count of children.
For a discussion of the theoretically ambiguous impact of abortion restrictions on birth rates, see Lawson and Spears (2025). Of course, the extent of persistence from period fertility to completed fertility depends on the details: A shock that encourages earlier-than-desired births, as Romania’s might have, allows for adjustment later in life. But it may be harder, later in life, to adjust for a policy or event shock that leads to fewer births early in life.Panel B of Figure 7 plots completed cohort fertility. As in earlier figures, cohorts are plotted along the horizontal axis according to the year in which they turned 30. Although Romanian completed cohort fertility began at a higher level than in Bulgaria over the available data series, completed cohort fertility in Romania did not maintain a sizable upward trend relative Bulgaria during the period that Decree 770 was in force.
That is from the recent Geruso and Spears JEP survey piece on whether we can expect fertility rates to rebound in the future. By the way, after Hungary’s subsidy-driven baby boom, the country is now having a baby bust, it is possible that similar mechanisms are operating.
The post Can government coerce women into having more babies? appeared first on Marginal REVOLUTION.
A sunny day in early 2026 revealed the remnants of a winter storm on Arizona’s high desert—and produced a striking, if somewhat puzzling, display of light and shadow in the Grand Canyon. An astronaut aboard the International Space Station captured these photographs of the distinct topography on January 26, 2026.
Snow flurries were flying in the area the previous two days, as they were across much of the central and eastern U.S. Hazardous conditions within Grand Canyon National Park prompted officials to close Desert View Drive, which runs along a portion of the South Rim shown in the photo above, and to issue warnings about icy trails. (The North Rim is closed to traffic in winter and early spring.) When the road reopened around the time of these photos, a layer of white remained on both the South Rim, at an elevation of around 7,000 feet (2,100 meters), and the North Rim, at about 8,000 feet (2,400 meters).
Snow is typical at these high elevations in winter. The South Rim and North Rim see average season totals of 58 inches and 142 inches, respectively. At lower, warmer elevations, precipitation tends to fall as rain. On January 24, for example, snow fell on the plateau, while a weather station at Phantom Ranch on the canyon floor recorded 0.06 inches of rain.
If these photos make the iconic feature of the American West look more like a mountain range than a vast chasm, the effect is likely due to a visual illusion called relief inversion. Many people have an unconscious expectation that a light source should come from the top of an image. In these images, however, the Sun is shining from the south, or the bottom of the photos. Though the shadows on the canyon walls may be visually deceiving, the presence of snow helps to signal that the flat areas sit at higher elevations.
Astronaut photographs ISS074-E-208838 and ISS074-E-208848 were acquired on January 26, 2026, with a Nikon Z9 digital camera using a focal length of 400 millimeters. They are provided by the ISS Crew Earth Observations Facility and the Earth Science and Remote Sensing Unit at NASA Johnson Space Center. The images were taken by a member of the Expedition 74 crew. The images have 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 Lindsey Doermann.
Stay up-to-date with the latest content from NASA as we explore the universe and discover more about our home planet.

The colorful formations found in this bowl-shaped escarpment in southwestern Utah are the centerpiece of Cedar Breaks National Monument.

The glow of city lights, the aurora, and a rising Moon illuminate the night along the northwest coast of North…

An astronaut captured a moonrise—and much more—in a series of photos taken from the International Space Station.
The post A Grand, Snow-Rimmed Canyon appeared first on NASA Science.
I don't know why this week became the tipping point, but nearly every software engineer I've talked to is experiencing some degree of mental health crisis.
[...] Many people assuming I meant job loss anxiety but that's just one presentation. I'm seeing near-manic episodes triggered by watching software shift from scarce to abundant. Compulsive behaviors around agent usage. Dissociative awe at the temporal compression of change. It's not fear necessarily just the cognitive overload from living in an inflection point.
— Tom Dale
Tags: ai-ethics, careers, coding-agents, generative-ai, ai, llms
Transcript: What an economist eats for lunch (in 2026), with Tyler Cowen—FT
via FT’s The Economics Show with Soumaya Keynes episode page Rules for dining from the world’s foremost foodie economist.