Sometimes Your Job is to Stay the Hell Out of the Way

I wrote a piece a long time ago about The Wolf. It’s my personal take on the mythical 10x engineer, except that they aren’t a myth. They exist. I’ve seen them. Many of them.

The article was popular. With hindsight, I determined two populations cared about the piece and one who did not. One was the “I want to be a wolf” crowd, and the next was the “How do I create a culture that encourages Wolves?”

“How do I become a Wolf?” Wolves don’t know they are wolves. They don’t care about the label or the unique conditions that surround them. Wolves are the result of the work, not asking the question. Wolves don’t ask to be wolves; they are.

“How do I create a culture that attracts or encourages Wolves?”I have slightly helpful here. First, I’ve seen Wolves in every type of company. Tiny, medium, and huge. Enterprise, consumer, ad-tech, and pure services. Every single one had Wolves in their engineering-friendly companies. That’s your job — building a culture conducive to engineering.1 After that. Nothing. Don’t talk about 10x engineers at your All Hands. Build a safe, healthy, distraction-light, and drama-free environment where builders focus on building. That’s where engineers do their best work.

And the third important population. Wolves, the population, did not read this piece. Yes, I shared the piece with the Wolf I was thinking of, and he nodded and said, “Yup,” and returned to the project in front of him. Wolves don’t care if they are seen or not. Wolves are entirely focused on the self-selected essential project in front of them because they decided it was worth their time and important to the company.

A Wolf Factory

I have tried and completely failed to build a Wolf-like role within two different companies. I used different approaches and different framing in each attempt, but each was a failure. Existing Wolves were, at best, distracted from their work and, at worst, left the company because they felt like I’d forced them into management. Disaster. Another time, I created an entirely new title, which was my definition of the responsibilities of a Wolf. Learning from my prior attempt, I left the Wolves out of the process except for a gentle heads-up regarding my intent.

The result of the second attempt was a handful of fake Wolves stumbling around attempting to do Wolf-like things. They’d carefully read my role description. They worked hard. And they pissed off just about everyone around them because while they were respected, they were now acting with unearned privilege.

At my next company, four months into the gig, a random meeting with Richard showed up on my calendar. He was an engineer on one of my teams. I’d never spoken with him outside of a group setting. No title for the meeting. No heads up. Just a meeting.

Richard showed up right on time. Nervous. Random, disposable chit chat before he got to the point:

“Yeah, so. I’ve been really worried about the quality of the code base, so I haven’t done any of my work for the past two weeks because I’ve been building a testing framework to pressure test the worst part of the code base. Can I show it to you?”

He did. Punchline: never seen anything like it. Jaw to the floor. Not going to tell you why. It’s his secret to tell.

Picking my jaw off the floor, I calmly asked, “This appears amazing. How can I help?”

“My manager is getting mad because I’m working on this versus a feature. I think this is much more important.”

“I see. Let me see what I can do.”

I did very little to support Richard. At my next 1:1 with his manager, late in the meeting, I made an off-the-cuff comment about Richard’s testing framework, “Looks promising.”

I did not:

  • Suggest to his manager that this work was more important than his feature work.
  • Come up with ideas on how to help load balance the engineers so Richard has time to work on his side project.
  • Get others interested in his effort.

All of these activities did occur because good work speaks for itself and Wolves are entirely motivated by good work. Richard eventually (reluctantly) demonstrated his project to others, and they all had the same jaw-dropping reaction. They stepped in to help on the spot and made it even better. Someone else chose to help with some of the feature work, so that just got done, albeit a little late. All of this signal eventually got to his manager, who was now paying full attention to the effort.

Could I have accelerated this effort? Yes, but when it comes to Wolves, my job is to stay the hell out of the way.2

The Hell?

One of my managers discovered — months later — that Richard had pitched me on his project and also that I’d briefly mentioned my impression to his manager. They were confused. They’d watch this rogue project appear out of nowhere, gather steam, and eventually become the cornerstone of our testing strategy.

Confused, “Why didn’t you do more for an obviously helpful effort?”

I responded, “I was not required to help make this effort successful. I was aware Richard was a Wolf long before he walked into my office. I’ve seen many. My job was not to help nurture this effort; my job was stay the hell out of the way. The work was going to be successful without me; he’s a Wolf. More so, the organization, seeing how this engineer works, is actually more important than the success of this essential project. Richard’s ability to help will be amplified in the future by others recognizing this ability.”

Still confused, “But what about the process? We do things a certain way for a reason.”

Pause.

“Process is how we get things done at scale, but we’re also innovating. We’re bringing new work into the world. At key moments, process has an unfortunate side effect of crushing innovation unintentionally. My job here is to identify the work and explain why management staying out of the way is the correct strategy.”

“And you didn’t ask, but the reason I swear slightly when I say this is because managers need to hear this. The job is a privilege, but many managers confuse the privilege with the desire to know, act, and help with everything. They believe that is their job, but very often, their job is to know when to do absolutely nothing.”


  1. This is hard. 
  2. There are a great many engineers who fancy themselves Wolves, but they believe this means it’s ok for them to be jerks. Brilliant jerks is what we call them. Yes, they are productive at their work, but they are toxic to a team and a culture. So, don’t worry about Wolves, worry about those engineers. 

This moon is doomed. This moon is doomed.


Young or old? — There’s both

Today’s Picture of the Week represents an unexpected full circle moment. The depicted object, known as Ve 7–27, was long believed to be a planetary nebula — the end phase of a sun-like star’s life. But ESO’s Very Large Telescope (VLT) has shown that it’s actually a still-forming baby star.  

For years the true nature of this nebula had been debated, but the VLT’s MUSE instrument has now captured the first detailed image of this object. It shows that Ve 7-27 is shooting energetic jets with knots or ‘bullets’ along them, which is typical for newborn stars. “Instead of being the “last breath” of a dying star, Ve 7-27 is a newborn one,“ says Janette Suherli, a PhD candidate at the University of Manitoba, Canada and first author of the study that revealed this surprising finding. 

But there’s an actual dead star lurking just nearby. The compact yellowish-green smudge to the centre-left of this image hosts a neutron star produced when a massive star exploded as a supernova. This nebula is part of a larger cloud ejected by the explosion, the Vela Junior supernova remnant. The MUSE observations revealed that the baby star Ve 7-27 is embedded in the material expelled by this supernova. The distance to Vela Junior had never been precisely constrained before, but now we know this object is close to Ve 7-27. Since Ve 7-27 is known to be about 4500 light-years away, so is Vela Junior. Pinpointing the distance to Vela Junior means we now finally know its size, how fast it is expanding, how energetic it is, and how long ago the supernova exploded, solving decades of inconsistencies. The discovery therefore gives insights to not only the energetic baby star but also the true nature of Vela Junior and represents an “outstanding case of stellar birth and stellar death co-existing side by side in the same environment,” as Suherli describes. 

Links 

Repugnance: two overviews (one by humans, one by Ai)

Here are two overviews of repugnance, one by economists in a forthcoming book chapter, and one from xAi via its large language model, in Grokipedia.

First, here's the human report, by three veteran scholars of repugnant transactions and controversial markets:

 The Morality of Market Exchanges: Between Societal Values and Tradeoffs   by Julio J. Elias, Nicola Lacetera & Mario Macis
NBER Working Paper 34647 DOI 10.3386/w34647  January 2026

"Certain behaviors in markets are unambiguously unethical. In other cases, however, voluntary exchanges that can create gains from trade remain contested on moral grounds, because of what is traded or of the price at which the exchange occurs. This chapter offers a framework to analyze these contested markets and provides examples of two general instances. First, we examine “repugnant” transactions involving the human body—such as compensated organ donation and gestational surrogacy—where concerns about dignity, exploitation, and inequality conflict with welfare gains from expanding supply. Second, we study price gouging in emergencies, where demands for a “just price” clash with the incentive and allocation roles of price adjustments under scarcity. Across both cases, we synthesize evidence on societal attitudes and highlight how support for policy options depends on perceived trade-offs between autonomy, fairness and efficiency, and on institutional features that can separate compensation from allocation."
 

And here's the first sentence of a long overview of repugnance at Grokipedia, an Ai generated encyclopedia launched in October 2025:

Repugnancy costs
"Repugnancy costs denote the multifaceted disutilities—including reputational harm, social sanctions, moral distress, and enforcement expenses—that emerge when voluntary transactions clash with dominant cultural or ethical norms, effectively rationing or prohibiting markets even among consenting parties. "

January 25, 2026

As the nation mourned the killing of VA ICU nurse Alex Pretti yesterday at the hands of federal officials in Minneapolis, President Donald J. Trump spent last night at the White House at a black-tie private screening of a documentary about First Lady Melania Trump. Amazon paid $40 million for the rights to the film just weeks after executive chair Jeff Bezos dined with Trump at Mar-a-Lago following the former president’s reelection and is spending another $35 million to promote the film.

Then, this morning, Trump’s social media account posted a 450-word social media screed complaining about the lawsuit against his addition of a massive ballroom to the White House. Calling the National Trust for Historic Preservation a “Radical Left” organization, the account claimed that the addition “is being done with the design, consent, and approval of the highest levels of the United States Military and Secret Service. The mere bringing of this ridiculous lawsuit has already, unfortunately, exposed this heretofore Top Secret fact. Stoppage of construction, at this late date, when so much has already been ordered and done, would be devastating to the White House, our Country, and all concerned.”

This morning, administration officials doubled down on their insistence that the killing had been justified.

On CNN’s State of the Union this morning, U.S. Border Patrol commander Greg Bovino claimed the true victims of yesterday’s shooting were federal agents. He confirmed that the agents who killed Pretti yesterday remain on the streets today, though they have been reassigned elsewhere. FBI director Kash Patel claimed on the Fox News Channel that the fact Pretti was carrying a weapon proved that he was planning trouble, although because he was part of a community-led first-responder network, carrying the weapon for which he had a permit made sense.

But Americans are not buying it. They are coalescing around the idea of the American people versus an out-of-control government. As conservative lawyer George Conway put it: “I just checked—it turns out that Art. II, Sec. 1 of the Constitution of the United States does *not* say ‘The executive Power shall be vested in a bunch of sociopaths who think they can do whatever the f*ck they want and make sh*t up as they go along.’”

Reports out of Minnesota say that in the face of the terror inflicted on it by federal agents, the people there are even more closely linked together in community solidarity. They are patrolling the streets, donating food, delivering groceries, helping with legal services, organizing to look out for each other in a demonstration of community solidarity so foreign to administration figures that Attorney General Pam Bondi yesterday suggested that there was something nefarious about how well organized they are as they protect their neighbors.

In Minneapolis today, the Minnesota prison system took the extraordinary step of launching its own website to combat lies from the Department of Homeland Security (DHS). Its first major announcement suggested that Bovino had lied about the Border Patrol operation that was underway when agents killed Alex Pretti. The Minnesota Department of Corrections expressed its condolences to the family and loved ones of Alex Pretti and said that although Bovino claimed that the operation was targeting a man with a significant criminal history, that information was false.

In fact, the individual Bovino identified had never been in custody in Minnesota, and records showed only traffic-related offenses for him. Records did show, though, that he had been in federal immigration custody during Trump’s first administration and had been released.

Chief Brian O’Hara of the Minneapolis Police Department told Margaret Brennan of Face the Nation, “People have had enough. This is the third shooting now in less than three weeks. The Minneapolis Police Department went the entire year last year recovering about 900 guns from the street, arresting hundreds and hundreds of violent offenders, and we didn’t shoot anyone, and now this is the second American citizen that’s been killed, it’s the third shooting within three weeks…. This is not sustainable. This police department has only 600 police officers. We are stretched incredibly thin. This is taking an enormous toll, trying to manage all of this chaos on top of having to be the police department for a major city. It’s too much.”

The Minnesota National Guard made it clear which side they were on. Wearing neon vests to distinguish themselves from federal agents, they handed out doughnuts, coffee, and hot chocolate to anti-ICE protesters.

The National Basketball Players Association said it could no longer remain silent. “Now more than ever,” it said, “we must defend the right to freedom of speech and stand in solidarity with the people in Minnesota protesting and risking their lives to demand justice. The fraternity of NBA players, like the United States itself, is a community enriched by its global citizens, and we refuse to let the flames of division threaten the civil liberties that are meant to protect us all. The NBPA and its members extend our deepest condolences to the families of Alex Pretti and Renee Good, just as our thoughts remain focused on the safety and well-being of all members of our community.”

The newest killing has opened up a rift in Republican ranks. Administration officials not allied with Secretary of Homeland Security Kristi Noem and her cronies are complaining to reporters, including Bill Melugin of the Fox News Channel, that they are frustrated with DHS officials’ statements that Pretti was intending a “massacre” of federal agents in the face of videos that disprove such absurd claims. They have told Melugin such comments are “catastrophic.” “[W]e are losing this war,” sources say, “we are losing the base and the narrative.”

Indeed, at the base level of politics, MAGA supporters who support gun ownership are appalled by statements like that of FBI director Kash Patel, who told the Fox News Channel’s Maria Bartiromo, “You cannot bring a firearm loaded with multiple magazines to any sort of protest that you want. It’s that simple. You don’t have the right to break the law and incite violence.” But Pretti had a license to carry a weapon, and he did not brandish it. President Rob Doar of the Minnesota Gun Owners Law Center noted that Pretti had the right to carry a gun in that situation and that it shouldn’t be necessary “to choose between exercising your First Amendment rights or your Second Amendment rights.” He expressed concern that “our government and agents of our government are not engaging in good faith with what we’re seeing with our own eyes.”

Lawyer John Mitnick, who served as deputy counsel of the Homeland Security Council from its inception during the George W. Bush administration and then served as general counsel of the United States Department of Homeland Security from 2018 to 2019, when he clashed with Stephen Miller, wrote on social media: “I helped to establish DHS in 2002 and 2003 and later had the homeland security portfolio as a White House Counsel and served as General Counsel of the Department. I am enraged and embarrassed by DHS’s lawlessness, fascism, and cruelty. Impeach and remove Trump—now.”

Aside from a few strong MAGA voices, elected Republicans appeared reluctant to defend the killing. Neither Senate majority leader John Thune (R-SD) nor House speaker Mike Johnson (R-LA) commented on it.

Vermont’s Republican governor Phil Scott did, though, leading the way for other Republicans in districts that are sliding away from MAGA. In a statement, he said: “Enough…It’s not acceptable for American citizens to be killed by federal agents for exercising their God-given and constitutional rights to protest their government. At best, these federal immigration operations are a complete failure of coordination of acceptable public safety and law enforcement practices, training, and leadership. At worst, it’s a deliberate federal intimidation and incitement of American citizens that’s resulting in the murder of Americans…. The president should pause these operations, de-escalate the situation, and reset the federal government’s focus on truly criminal illegal immigrants. In the absence of presidential action, Congress and the courts must step up to restore constitutionality.”

G. Elliot Morris of Strength in Numbers noted today that even the Republican-leaning Rasmussen polls have shown that 59% of Americans disapprove of Trump’s handling of immigration, while only 39% approve. In Strength in Numbers today, he reported that “Trump’s 2024 coalition has come undone.” He explained that “[y]oung voters, non-white voters, and low-turnout voters who swung to Trump from 2020 to 2024 have swung back against him in force. In many cases, these groups are even more anti-Trump now than they were ahead of the 2020 election.”

Morris also noted that Trump’s approval rating is not underwater in ten of the states he won in 2024, as I wrote last night. It’s underwater in fifteen.

Today the editorial boards of both Rupert Murdoch’s Wall Street Journal and his New York Post urged the administration to pause its ICE operations in Minneapolis after the killing of Alex Pretti. The Wall Street Journal’s famously right-wing editorial board warned that “[t]he Trump Administration spin on this simply isn’t believable.” It continued: “Ms. Noem and Mr. Miller aren’t credible spokesmen. Their social-media and cable-TV strategy is to own the libs, rather than to persuade Americans. This is backfiring against Republicans…. Mr. Miller’s mass deportation methods are turning immigration, an issue Mr. Trump owned in 2024, into a political liability for Republicans in 2026. Americans don’t want law enforcement shooting people in the street or arresting five-year-old boys.”

Tonight, the editorial board of the New York Post warned that Trump’s ICE actions in Minneapolis are “backfiring.” “Swing voters…see US citizens dying at federal agents’ hands, and recoil in horror.” It concluded: “Mr. President, the American people didn’t vote for these scenes and you can’t continue to order them to not believe their lying eyes.”

Trump’s social media account turned defensive tonight. After repeating Trump’s false claim that he had won election in a historic landslide (in reality, he won less than 50% of the vote), it blamed Democrats for the chaos ICE and CBP agents have caused in Democratic-led cities. It demanded that every Democratic mayor and governor cooperate with the administration to “MAKE AMERICA GREAT AGAIN!”

Yesterday, after Alex Pretti’s death, the son of a man Pretti had cared for at the VA hospital published a video of Pretti speaking at his father’s deathbed. “Today we remember that freedom is not free,” Pretti said. “We have to work at it, nurture it, protect it, and even sacrifice for it. May we never forget and always remember our brothers and sisters who have served so that we may enjoy the gift of freedom. So in this moment, we remember and give thanks for their dedication and selfless service to our nation in the cause of our freedom. In this solemn hour, we [give] them our honor, and our gratitude.”

Notes:

https://www.nytimes.com/2026/01/25/us/bill-cassidy-minneapolis-investigation.html

https://www.nytimes.com/2019/09/17/us/politics/john-mitnick-homeland-security.html

https://www.mprnews.org/story/2026/01/25/gun-owners-advocate-responds-discrepancy-shooting-video-federal-statements

https://www.washingtonpost.com/politics/2026/01/25/trump-melania-film-minnesota-shooting/

https://www.rollingstone.com/politics/politics-news/amazon-paying-license-melania-trump-documentary-1235227761/

https://mn.gov/doc/about/news/news-releases/?id=1089-720842

Strength In Numbers
New Abolish ICE polling and the end of the Trump “realignment”
Dear readers…
Read more

https://www.wsj.com/opinion/time-for-ice-to-pause-in-minneapolis-e9ecf097

https://nypost.com/2026/01/25/opinion/what-trumps-next-move-needs-to-be-in-minneapolis/

https://www.theatlantic.com/politics/2026/01/minneapolis-uprising/685755/

X:

GovPhilScott/status/2015443247183679773?s=20

Bluesky:

factpostnews.bsky.social/post/3mdb6rchu452p

portlandken.bsky.social/post/3mdc2txxv3k2e

mattcameron.bsky.social/post/3mdbji6z2e22l

whstancil.bsky.social/post/3mdbrejc2sk2g

thebulwark.com/post/3mdbde7edec23

meidastouch.com/post/3mdbnqitdac24

gtconway.bsky.social/post/3mdbe427vqk2a

onestpress.onestnetwork.com/post/3mdbmif4wh224

reichlinmelnick.bsky.social/post/3mdbb52v7ws2h

gelliottmorris.com/post/3mdbceb7uhu2k

atrupar.com/post/3mdb3bqcdgg2o

atrupar.com/post/3mdawgxoa442o

gelliottmorris.com/post/3mdb33o23wn2k

ericcolumbus.bsky.social/post/3mdbzv7b5dk2y

dceiver.bsky.social/post/3mdbnrk6mkk2h

atrupar.com/post/3md6x6zecn32u

leakliv.bsky.social/post/3mdcfcryyxk2l

devonheinen.bsky.social/post/3mdbtcdwyel2r

altcdc.altgov.info/post/3md7okelf5c25

Share

January 24, 2026

Should You Resign?

At least six prosecutors resigned in early January over DOJ pressure to investigate the widow of Renee Good (killed by ICE agent Jonathan Ross) instead of the agent himself. They cited political interference, exclusion of state police, and diversion of resources from priority fraud cases. Similarly, an FBI agent was ordered to stand down from investigating the killing of Good. She resigned. The killing of Alex Pretti and what looks to be an attempted federal coverup will likely lead to more resignations. Is resignation the right choice? I tweeted:

I appreciate the integrity, but every principled resignation is an adverse selection.

In other words, when the good leave and the bad don’t, the institution rots.

Resignation can be useful as a signal–this person is giving up a lot so the issue must be important. Resignations can also create common knowledge–now everyone knows that everyone knows. The canonical example is Attorney General Elliot Richardson resigning rather than carrying out Nixon’s order to fire Special Prosecutor Archibald Cox. At that time, a resignation was like lighting the beacon. But today, who is there to be called?

The best case for not resigning is that you retain voice—the ability to slow, document, escalate, and resist within lawful channels. In the U.S. system that can mean forcing written directives, triggering inspector-general review, escalating through professional responsibility channels, and building coalitions that outlast transient political appointees. Staying can matter.

But staying is corrupting. People are prepared to say no to one big betrayal,  but a steady drip of small compromises depreciates the will: you attend the meetings, sign the forms, stay silent when you should speak. Over time the line moves, and what once felt intolerable starts to feel normal, categories blur. People who on day one would never have agreed to X end up doing X after a chain of small concessions. You may think you’re using the institution, but institutions are very good at using you. Banality deadens evil.

Resignation keeps your hands and conscience clean. That’s good for you but what about society? Utilitarians sometimes call the demand for clean hands a form of moral self-indulgence. A privileging of your own purity over outcomes. Bernard Williams’s reply is that good people are not just sterile utility-accountants, they have deep moral commitments and sometimes resignation is what fidelity to those commitments requires.

So what’s the right move? I see four considerations:

  • Complicity: Are you being ordered to do wrong, or, usually the lesser crime, of not doing right?
  • Voice: If you stay can you exercise voice? What’s your concrete theory of change—what can you actually block, document, or escalate?
  • Timing: Is reversal possible soon or is this structural capture? Are you the remnant?
  • Self-discipline: Will you name the bright lines now and keep them, or will “just this once” become the job?

I have not been put in a position to make such a choice but from a social point of view, my judgment is that at the current time, voice is needed and more effective than exit.

Hat tip: Jim Ward.

The post Should You Resign? appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Gladiators on wheels

A person riding a motorcycle on a vertical wall in a wooden cylinder arena with spectators above, indoors.

For India’s travelling stunt drivers, who risk their lives for a living, freedom lies on the other side of fear

- by Aeon Video

Watch on Aeon

Playing in flatland

A baseball with red stitching on a black background partially lit from the top left corner.

Physicists believe a third class of particles – anyons – could exist, but only in 2D. What kind of existence is that?

- by Elay Shech

Read on Aeon

How the Trump Administration Is Engaging in Escalation Dominance in Minnesota

I’m going to post TPM Reader DS’s note and follow up on the concept of “escalation dominance” and who exactly has the upper hand in Trump’s war on blue cities. I said in my earlier post that the White House thinks it has escalation dominance, the stronger hand at every stage of escalation. I think they’re wrong. The simple explanation is that they think this is a battle of force. It’s not. It’s ultimately a battle over public opinion. And it’s one they’re already losing. Escalating the contest of force will make them lose harder.

The concept of escalation dominance comes out of Cold War deterrence and strategic theory. DS shares some more thoughts on that. But one of the key things about these concepts, which emerged in the 1950s, is that they’re highly theoretical, in both senses of the word. The real world isn’t as linear or as predictable as you expect. There are various ways that weakness can be turned into strength. And, as DS notes, the point of escalation dominance is to keep the weaker party from escalating at all. It’s supposed to be a framework of deterrence for the stronger power.

The other point I want to note in DS’s email is the very correct focus on the incredible discipline of those protesting and operating as observers. In each of these horrible murders, you have victims acting in a very disciplined, non-confrontational manner. That doesn’t happen by accident. If you’re participating in these protests, you can get killed for doing nothing. It’s sounds grandiose or hyperbolic but it’s true. Or perhaps we’d like it to be hyperbole. But clearly it’s not hyperbole. But the ranks of those joining the opposition to these marauding terror gangs are waxing rather than waning.

Here’s DS:


I appreciated your excursion into Cold War nuclear game theory, but your invocation of “escalation dominance” raises more questions than it answers. You write

But a complementary explanation is this belief in escalation dominance. It may not be popular but they believe public resisters will eventually have to knuckle under. So they’re happy to keep escalating. Because they have more and bigger guns and eventually those who oppose them will have to give in.

But the whole premise of the escalation ladder was that when you’re dominant at the current level you don’t want to escalate. Hermann Kahn introduced the “escalation ladder” in the context of planning for nuclear war, in the 1960s, and “escalation dominance” was intended as a model of deterrence, as a an argument for how to prevent a weaker adversary from pushing all the way to Mutual Assured Destruction. According to Lawrence Freedman’s The Evolution of Nuclear Strategy,

he defined [escalation dominance] as ‘a capacity, other things being equal, to enable the side possessing it to enjoy marked advantages in a given region of the escalation ladder.’ Dominating in this particular region would put the onus on the other side to take the risks of escalating to the next stage, which might be more deadly and dangerous.

As I understand it, the idea is that when you control a “region” of the ladder — the current level and nearby levels — you can avoid the risk of gradual escalation, salami tactics, etc. It’s very much not about enabling the dominant party to escalate, but about enabling them to prevent escalation.

Regardless of whether my amateur nuclear-game-theory review is historically correct, I think it’s intuitive that escalation is bad for the stronger and more established party, whereas a weak opponent may want to take a chance on moving the conflict up to a higher level; they have less to lose, and some new influences may shift the balance of power. And that’s the way the U.S. government has long behaved, internally and externally. So that’s why the whole world is scratching their collective heads over U.S. actions over the past year. Why is the U.S. knocking over the international game-board while they’re on a century-long winning streak?

And domestically, it’s the same. Protestors have been acknowledging the federal government’s escalation dominance on this “region” of the ladder, by adopting and enforcing incredibly disciplined non-confrontational tactics. (I’d really like to see more reporting on how organizers are keeping a lid on things. What happened to the “riots are good, actually” crowd?)

So why is the federal government then escalating? Why do they want to change the rules of a game where they have every advantage? In the nuclear context, this would be like JFK forcing the Soviets to withdraw their missiles from Cuba, and then deciding to drop a couple of nukes on Cuba anyway. The only explanation is either a completely disordered mind in charge of the strategy — or more than one! — or a strategist who is playing a different game, for whom their current stable dominance counts as a loss, so that the risks of escalation are worth trying. (This could be because for some members of the administration, the only acceptable end state for the U.S. involves significant ethnic cleansing, which is not really possible outside of civil war conditions, or because of the need to permanently destroy the rule of law to maximize long-term graft.)

White House Terror Tactics Are Pushing Blue State Leaders to Active Resistance

There is another point I want to note about what has happened over the last 48 hours. Sen. Chris Murphy (D-CT) is a pretty forward-leaning lawmaker. But on a show this morning he said something very clear: “We cannot fund a Department of Homeland Security that is murdering American citizens.” That’s clear, succinct and accurate. Those are the stakes. DHS is being used as a domestic terror force to deprive American citizens of their liberties. Yes, they’re killing American citizens. But that’s with the goal of terrorizing the larger population and depriving it of its liberties.

Pam Bondi sent the state a letter offering to withdraw ICE agents if the state will turn over welfare rolls, voter rolls and end sanctuary policies. So the administration will withdraw its marauding gangs in exchange for state leaders surrendering citizens’ right to local self-government.

But note also that Gov. Tim Walz is now explicitly asking the citizens of Minnesota to document what he calls ICE’s “atrocities” for the purposes of eventual prosecution. Compile evidence now, force accountability with prosecution later. This is the same basic approach, albeit by different means, that we’re trying to encourage with the DOJ-in-Exile project.

My point here is that the White House’s escalation is pushing state leaders to adopt the posture they should already have had: resolute defenses of state sovereignty and local self-government; properly identifying ICE as a lawless presidential secret police and terror force’ and putting the state explicitly on the record demanding and committing to criminal accountability for the agents now menacing the state. Meanwhile the verdict of public opinion gets more and more clear. Even Nate Silver, who’s spent the last couple years in a kind of anti-anti-Trump mindset is saying what can no longer be ignored: the public is resolutely rejecting this reign of lawless, terrorizing behavior which not only leads to ICE murders of American citizens but also cheers it.

Announcing the 1991 Fellowship at Mercatus

Mercatus is launching the 1991 Fellowship, a full-time paid fellowship for up to three years, to identify and support early-career policy professionals working on state-level policy reform in India.

Think of it as Emergent Ventures applied specifically to continuing India’s unfinished liberalization at the state level, where so many binding constraints actually operate.

Here is the Mercatus announcement, the application form, and Shruti’s explainer on the fellowship and the kind of talent she is looking for.

Recommended!

The post Announcing the 1991 Fellowship at Mercatus appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Should you include engineers in your leadership meetings?

While Staff Engineer was first and foremost an attempt to pull the industry towards my perspective on staff-plus engineering roles, writing it also changed my opinions in a number of ways. Foremost, it solidified my belief that the industry too often treats engineers like children to be managed, rather than adults to be involved, and that I needed to change some of my own leadership practices that I’d inadvertently adopted.

When I started writing it, I had already shifted my opinion about reporting hierarchy, believing that it was important to have engineers reporting directly to senior leaders rather than reporting to leaf managers. But I hadn’t gone the whole distance to include them in my core leadership meeting. However, for the last six years I have had active engineers in my senior-most leadership group, I’m glad that I’ve adopted this practice, and I intend to continue it going forward.

Mechanics

The core approach here is:

  1. Have a weekly meeting with my directs and key cross-functional partners. For example, at Stripe, this was my direct reports, our HRBP, and the recruiter we worked with most closely.
  2. Elevate a small number of senior-most engineers to report to me directly as Head of Engineering / CTO, who then naturally start to join that weekly meeting
  3. Everyone is included in all discussions, e.g. there are no managerial discussions that the engineers are excluded from unless there’s a very specific reason (e.g. excluding engineers from a performance calibration meeting for their peers at the same level)
  4. If anyone violates the meeting’s trust, whether they are an engineer or a manager, they get in a lot of trouble

This is a simple formula, but has worked well for me the past decade. There absolutely are topics that some people don’t care about too much, but I try to push my leadership team to care widely, even if things don’t impact them directly.

Upsides

It’s easy for managers to get into a mode where they are managing the stuff around reality, without managing reality itself. That is much harder when engineers who write and maintain the company’s software are in the room, which is the biggest benefit of including them. Similarly, there are many decisions and discussions that would have to be punted to another forum without effective engineering representation in the room. You might not be able to finalize the technical approach to a complex problem with only a few engineers in the room, but you can at least evaluate the options much further.

Another major benefit is that these engineers become a second propagation mechanism for important context. Sometimes you’ll have a manager who isn’t communicating effectively with their team, and while long-term that has to be solved directly, having these engineers means that information can flow down to their teams through the engineers instead.

Finally, this sets an expectation for the managers in the room that they should be in the details of the technical work, just as the engineers in the room should understand the managerial work.

Downsides?

There are relatively few downsides to this approach, but it does serve as a bit of a filter for folks who have a misguided view of what senior leadership entails. For example, there are some engineers who think senior leadership is having veto power over others without being accountable for the consequences of that veto. Those folks don’t survive long in this sort of meeting. Some would argue that’s a downside, but I wouldn’t.


While I can conceive of working in some future role where I am simply not allowed to implement this pattern, I really can’t otherwise imagine not following it. It’s just been transformative in better anchoring me in the actual work we do as engineers, rather than the “work around work” that is so much of management.

On immigration warrants (from the comments)

As a matter of law ( 8 U.S.C. § 1357) warrants are not strictly required for immigration enforcement.

That may be a bad law – then run folks for the legislature to change it.

That may be unconsitutional law – then sue in court and let the lawyers hash it out.

That may be immoral law and we should support jury nulification.

But I see very little to be gained by demanding the duly designated law enforcement officers be held to some code of conduct defined by the PR concerns.

I think the most unconscionable thing is that we have given officers legal remit to “interrogate any alien or person believed to be an alien”, “to arrest any alien in the United States, if he has reason to believe that the alien so arrested is in the United States in violation of any such law or regulation and is likely to escape before a warrant can be obtained for his arrest”, “within a reasonable distance from any external boundary of the United States, to board and search for aliens any vessel …, railway car, aircraft, conveyance, or vehicle” explicitly without a warrant and then have neither had the populace buy in nor curtailed the law.

Either rein in the legal remit or instruct the populace what is on the books. As is, we get the worst of both worlds.

The actual laws on the books for immigration are simply not what folks expect. And if the locals are unwilling to help enforce stuff (as is their right as I understand federalism), this only gets more troublesome.

I wish we could have some sort of compromise where the locals will make enforcing immigration law viable and we could remove some of the extraordinairy powers currently on the books. And more than anything I wish somebody, anybody would go after the employers. Jail the folks violating labor laws knowing that they create all manner of horrible situations.

And again, you want full Libertarian open borders? Then make changes to the laws via democracy. But for right now we are unwilling to touch the folks who most benefit from illegal immigrant labor, expect the feds to wisely use massive powers, and are unwilling to face these realities in popular opinion.

That is from Sure.  I would very much favor extending civil liberties in these directions, though that does not include going after the employers.

The post On immigration warrants (from the comments) appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Finding Freshwater in Great Salt Lake

2011
2025
A satellite image of the Great Salt Lake shoreline in 2011, when higher water levels cover areas where mounds became visible in 2025.
A satellite image of the Great Salt Lake shoreline in 2025 shows exposed gray lakebed with clusters of small dark mounds; an inset provides a close-up view of the mounds.
A satellite image of the Great Salt Lake shoreline in 2011, when higher water levels cover areas where mounds became visible in 2025.
A satellite image of the Great Salt Lake shoreline in 2025 shows exposed gray lakebed with clusters of small dark mounds; an inset provides a close-up view of the mounds.
2011
2025

Declining water levels in the Great Salt Lake have revealed something odd in satellite images: dozens of small, circular features along the eastern edge of the drying lakebed in parts of Farmington Bay, Ogden Bay, and Bear River Bay. 

University of Utah researchers gained an early clue about these features while traveling by airboat through the lake’s shallow bays years ago. They noticed circular patterns roiling the water surface in certain areas but were not sure why. When water levels dropped and exposed portions of the lakebed, researchers began to find circular features in imagery from Landsat and other satellites and now think they must be related. 

The image above (right) shows a cluster of at least seven of the features in Ogden Bay. The OLI (Operational Land Imager) on Landsat 9 acquired the image on September 13, 2025. The image on the left, from the TM (Thematic Mapper) on Landsat 5, shows the same area on September 15, 2011, when water levels were significantly higher. Higher-resolution sensors have imaged dozens of smaller, similar examples to the southwest and south of this cluster. 

Their curiosity piqued, the researchers organized field expeditions to explore several of the features from the ground over the past year. “It took some work to reach certain sites since we wanted to avoid using vehicles or other modern equipment that might damage the playa,” said William Johnson, a geologist at the University of Utah. 

Instead, they used snow bikes and garden tools to fight through thick patches of reeds to reach the center of the “islands” of vegetation. Once there, they set up piezometers and other monitoring equipment at various depths and distances from the centers of the features to measure the pressure and salinity of the underlying water. 

A ground-based photo shows a close-up view of one of the mounds covered by green reeds.
November 11, 2024

Groundwater proved salty toward the edges but fresher near the centers, encouraging the growth of circular mounds of phragmites. It’s these reeds that cause the features to stand out from the surrounding bright playa in satellite images. The photograph above shows an example of one of the mounds in Ogden Bay just southeast of the Landsat image that the researchers call “Round Spot 8.” 

After conducting a round of aerial electromagnetic surveys, the researchers think there are probably hundreds of these groundwater-fed oases spread across newly exposed parts of Great Salt Lake’s playa. Johnson described the features as “windows” into an extensive underlying freshwater reservoir that scientists had not realized existed before. Their analysis suggests that discharge from the freshwater springs may account for as much as 12 percent of the lake’s total water budget, much more than the roughly 3 percent that hydrologists assumed prior to the discovery.  

The direct inflow of so much freshwater into one of the world’s largest salt lakes came as somewhat of a surprise. But Johnson thinks the freshwater could prove helpful. “This isn’t some huge new freshwater resource that we should tap on a large scale, but it might be useful for mitigating dust generation,” he said. Dried lakebeds are often major sources of dust because they’re usually rich with fine-grained sediments and have little vegetation to hold it in place. Water on the surface makes it harder for winds to lift dust and fuel dust storms. 

Great Salt Lake water levels hit a record low in 2022. The declining water levels have raised concerns about increased exposure to toxic dust particles. However, the trends in dust exposure and health impacts of Great Salt Lake’s dust remain unclear and under study, according to Johnson. Researchers with the Great Salt Lake Strike Team attribute the decline to rising temperatures and consecutive dry years. 

NASA Earth Observatory image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Photo courtesy of William Johnson (University of Utah). Story by Adam Voiland.

References & Resources

You may also be interested in:

Stay up-to-date with the latest content from NASA as we explore the universe and discover more about our home planet.

Lake Eyre Blushes
3 min read

Rounding out a remarkable year, the outback lake displayed distinct green and reddish water in its two main bays.

Article
Cooper Creek Replenishes Lake Eyre
3 min read

Another major tributary reached the Australian outback lake in 2025, extending the months-long flood of the vast, ephemeral inland sea.

Article
Iraq Reservoirs Plunge to Low Levels
5 min read

A multi-year drought has put extra strain on farmers and water managers in the Middle Eastern country.

Article

The post Finding Freshwater in Great Salt Lake appeared first on NASA Science.

Golden Dome is forcing the Pentagon to confront missile defense economics

Gen. Michael Guetlein says deterrence hinges less on exquisite technology than on cost, production scale and industrial execution

The post Golden Dome is forcing the Pentagon to confront missile defense economics appeared first on SpaceNews.

Writing Visualizations with Remotion

Remotion is having a bit of a moment at the moment, and I decided to play around with the Claude Code integration. Here are a couple videos I was able to make in <10 minutes summarizring data on my blog.

First, here is published posts over time. I had Claude write some scripts to generate this dataset, and then did a series of prompts to get the right visual. It was pretty straightforward, worked well, and I imagine I could have gotten to the right video much faster if I’d had a clearer destination when I started.

Second, here’s a video of showing the published blog posts over time, my most frequently used tags at that point in time, and how many posts I published at each employer along the way.

Altogether, this was a really fascinating to see how effectively Claude and Remotion together were able to generate fairly complex videos. This is definitely something I could imagine using again.

Links 1/25/26

Links for you. Science:

Fly-arousing orchid and zombie fungus among 2025 botanical and fungal finds
A comparative, multi-study analysis of plastisphere resistomes, plasmid dynamics, and antibiotic resistance genes
Flying foxes die in their thousands in worst mass-mortality event since Australia’s black summer
Atmospheric physicists find error in widely cited Arctic snow cover observations
The current war on science, and who’s behind it
What is a Carnot engine?

Other:

How We Got Here
A Conservative Influencer Apologized for Her Anti-Trans Past. Elon Musk is Trying to Take Her Kid. Ashley St. Clair wrote an anti-trans children’s book, had Elon Musk’s baby, and got targeted by his AI. Then she did something almost no one in conservative media ever does.
Republican introduces bill seeking to make Greenland 51st state (fuck this guy)
Popularism!
The Cities That Saw Historic Murder Lows in 2025
An argument for a military coup (don’t really agree, but things are bad, and Congress, including Republicans, needs to step in)
Grok Is Being Used to Mock and Strip Women in Hijabs and Saris
Waymo passenger jumps out of self-driving car after it stops on rail tracks near oncoming train
Graham Platner Poll Shows Him Up by 15 Points in Maine Senate Primary
Synagogue arson suspect posted antisemitic cartoon on day of the attack
Trump Gets Up, Walks Away From Meeting To Stare Out Window At Ballroom
The U.S.-Born Unemployment Rate Rose After Trump Reduced Immigration
Abolish ICE? America is warming to the idea.
“Stupod B*tch”: GoFundMe for Minnesota ICE Agent Is Chilling
My First 72 Hours in Minneapolis and How I Got an ICE Agent to Scream “MAKE AMERICA GREAT AGAIN”
The Left Needs Bureaucrats. After MAGA, the left will need to be ready with a theory of how to rebuild the federal administrative state—not as it was before Trump, but as something better.
Personal Details of Thousands of Border Patrol and ICE Goons Allegedly Leaked in Huge Data Breach
Abolish ICE: It Is a Threat to Americans’ Safety and Freedom
Depraved Murderous Liars
You’ve Heard About Who ICE Is Recruiting. The Truth Is Far Worse. I’m the Proof.
Abolish ICE—For Real This Time
Warhammer Maker Games Workshop Bans Its Staff From Using AI in Its Content or Designs, Says None of Its Senior Managers Are Currently Excited About the Tech
GoFundMe Ignores Own Rules by Hosting a Legal-Defense Fund for the ICE Agent Who Killed Renee Good
‘I was flooded with fear’: Minnesotans describe their encounters with ICE, being detained
Algospeak Will Be the Unaliving of Me
This Is What ICE Descending on Minneapolis Looks Like
Everything Is Content for the ‘Clicktatorship’
How ICE Crackdowns Set Off a Resistance in American Cities
ICE For Thee Not For Me
Stephen Miller’s Worldview Is Straight Out of “Starship Troopers”

Live coverage: SpaceX to launch GPS 3 satellite following switch from ULA Vulcan rocket

The GPS 3 Space Vehicle 09 satellite is encapsulated inside Falcon 9 rocket payload fairings at Astrotech Space Operations in Titusville, Florida. Image: SpaceX

The U.S. Space Force is set to send its ninth third-generation Global Positioning System (GPS) satellite into medium Earth orbit on Monday night. The satellite will ride to space on a SpaceX Falcon 9 rocket after the government moved the spacecraft from a United Launch Alliance Vulcan rocket.

The mission, named GPS 3-9, will see the GPS 3 Space Vehicle 09 (SV09) payload deploy from the rocket’s upper stage nearly 1.5 hours after liftoff. This latest positioning, navigation, and timing (PNT) satellite is equipped with what the Space Force calls M-Code technology, which it calls critical to “provide the warfighter with a significantly more accurate and jam-resistant capability.”

Two field commands are overseeing the mission: the Space Force’s Space Systems Command (SSC) and Combat Forces Command (CFC). SSC’s System Delta 80 (SYD 80) helps manage the National Security Space Launch (NSSL) program, the procurement process for launch vehicles; and CFC’s Mission Delta 31 is responsible for pre-launch satellite processing alongside Lockheed Martin, the satellite’s manufacturer.

Departure from Space Launch Complex 40 at Cape Canaveral Space Force Station is scheduled for 11:42:23 p.m. EST on Monday, Jan. 26 (0442:23 UTC on Jan. 27). The launch was delayed a day from Jan. 25, with SpaceX stating in a tweet that it was “keeping an eye on recovery weather.”

Spaceflight Now will have live coverage beginning about an hour prior to liftoff.

The 45th Weather Squadron forecast a 40 percent chance for favorable weather during the 15-minute launch window. Meteorologists cited concerns with both the winds at liftoff as well as the booster recovery weather due in part to the major winter storm moving across parts of the country, which will bring a “strong cold front” to Florida.

“Behind the front, much colder and drier air will filter in as northerly winds significantly increase with the tightening pressure gradient,” launch weather officers wrote. “These winds will be the main concern for the primary attempt on Monday night, as they are expected to approach and periodically exceed liftoff constraints. Additionally, elevated winds and waves in the recovery area behind the departing storm will be a watch item.”

SpaceX will launch this mission using the Falcon 9 first stage booster B1096. This will be its fifth flight after previously launching NASA’s IMAP ride share, NROL-77, Kuiper Falcon 01 (KF-01) and the Starlink 6-87 missions.

A little more than 8.5 minutes after liftoff, B1096 is set to land on the drone ship, ‘A Shortfall of Gravitas,’ positioned in the Atlantic Ocean. If successful, this will be the 141st landing on that vessel and the 564th booster landing for SpaceX to date.

It will be SpaceX’s second national security flight of the year, after launching the NROL-105 mission on behalf of the National Reconnaissance Office on Jan. 16.

The SpaceX-designed mission patch for the GPS 3-9 mission. Graphic: SpaceX

Spacecraft shuffle

The GPS 3-9 mission marks the third time that the Space Force opted to move one of these satellites from a Vulcan rocket to a Falcon 9. Both ULA and SpaceX were awarded a series of GPS missions as part of the National Security Space Launch (NSSL) Phase 2 contract, which was awarded to the two companies for $4.5 billion and $4 billion respectively.

By the time all missions were assigned, ULA was tasked with the launches of the GPS 3-7, GPS 3-8 and GPS 3-9 missions. SpaceX meanwhile was awarded the GPS 3-10 and GPS 3F-1, the latter of which is the first launch of a GPS 3 Follow-on satellite.

A SpaceX Falcon 9 rocket cruises by a nearly full Moon during the RRT-1 mission on Monday, Dec. 16, 2024. Image: Michael Cain/Spaceflight Now

Things shifted for the first time when the Space Force’s Space Systems Command (SSC) made the decision to pull forward the launch of the GPS 3 SV07 satellite and launched it on a Falcon 9 rocket under the mission name Rapid Response Trailerblazer (aka GPS 3-10) in December 2024. In exchange, ULA was tasked with the launch of the GPS 3 SV10 spacecraft on Vulcan.

Another swap happened last year when SpaceX was called to launch the GPS 3-7 mission, which flew the GPS 3 SV08 spacecraft in May 2025. In exchange, ULA was given the GPS 3F-1 mission, which will carry the GPS 3F SV11 spacecraft.

According to SSC’s System Delta 80, based at Cape Canaveral Space Force Station, here’s the breakdown of the currently assigned GPS satellites:

  • GPS 3- 9 (SV09) – SpaceX Falcon 9
  • GPS 3-8 (SV10) – ULA Vulcan
  • GPS 3F-1 (SV11) – ULA Vulcan
  • GPS 3F-2 (SV12) – ULA Vulcan
  • GPS 3F-3 (SV13) – ULA Vulcan

“For this launch, we traded a GPS 3 mission from a Vulcan to a Falcon 9, then exchanged a later GPS 3F mission from a Falcon Heavy to a Vulcan,” said USSF Col. Ryan Hiserote, SYD 80 Commander and NSSL program manager. “Our commitment to keeping things flexible – programmatically and contractually – means that we can pivot when necessary to changing circumstances.

“We have a proven ability to adapt the launch manifest to complex and dynamic factors and are continuing to shorten our timelines for delivering critical capabilities to warfighters.”

On January 6, 2026, GPS 3 Space Vehicle 10 was loaded aboard a C-17 Globemaster 3 at Buckley Space Force Base, Colorado. The GPS constellation remains one of the most widely relied-upon capabilities fielded by the Department of Defense, supporting global joint operations and enabling essential services across aviation, communications, finance, agriculture, scientific research, and countless everyday technologies. Image: U.S. Space Force/Staff Sgt. Amanda Flower)

When the SV07 satellite was launched in December 2024, Vulcan was a couple of months past its second flight on its path towards becoming certified to launch national security payloads. That government certification didn’t come until March 2025, just a couple months before the SV08 launch in May.

Spaceflight Now asked SSC whether the decision to launch SV09 on a Falcon 9 rocket was done to “minimize the impact of Vulcan delays,” as was stated following the launch of SV07. A spokesperson for SLD 80 said the decision was made in order to get the GPS capability on orbit faster.

“Our capability to adapt the manifest is a critical component that keeps us flexible to the complex and dynamic factors of launch operations and warfighter priorities,” an SYD 80 spokesperson said. “In this case, the Vulcan manifest was heavily congested, and the collaboration and partnership with our launch service providers allowed us to find a path forward that balanced contracted mission assignments against the priority to bolster critical capabilities for the Joint Force.”

During a media roundtable with members of SSC on Jan. 22, Col. Eric Zarybnisky, the program executive officer of SSC’s Assured Access to Space (AATS), said — without going into detail — that there are some consequences for needing to switch launch vehicles multiple times.

“There are delay penalties that are associated with the contract,” Zarybnisky said.

ULA’s next announced launch is the flight of the USSF-87 mission — unrelated to the GPS constellation — which is scheduled to launch no earlier than Feb. 2. On Jan. 6, 2026, the Space Force published photos of the SV10 spacecraft being loaded onto a transport plane at Buckley Space Force Base in Colorado to be flown to Florida for prelaunch processing, though a launch date hasn’t been announced.

As is the case with all GPS satellites, SV09 is named for an explorer who contributed to the fabric of the country. This spacecraft is named for Col. Ellison Onizuka, a U.S. Air Force test pilot and NASA astronaut, who successfully flew onboard space shuttle Discovery on STS 51-C and perished as a member of the STS-51-L mission in the shuttle Challenger disaster, 40 years ago this week.

Sunday 25 January 1662/63

(Lord’s day). Lay till 9 a-bed, then up, and being trimmed by the barber, I walked towards White Hall, calling upon Mr. Moore, whom I found still very ill of his ague. I discoursed with him about my Lord’s estate against I speak with my Lord this day. Thence to the King’s Head ordinary at Charing Cross, and sent for Mr. Creed, where we dined very finely and good company, good discourse. I understand the King of France is upon consulting his divines upon the old question, what the power of the Pope is? and do intend to make war against him, unless he do right him for the wrong his Embassador received;1 and banish the Cardinall Imperiall,2 which I understand this day is not meant the Cardinall belonging or chosen by the Emperor, but the name of his family is Imperial.

Thence to walk in the Park, which we did two hours, it being a pleasant sunshine day though cold. Our discourse upon the rise of most men that we know, and observing them to be the results of chance, not policy, in any of them, particularly Sir J. Lawson’s, from his declaring against Charles Stuart in the river of Thames, and for the Rump.

Thence to my Lord, who had his ague fit last night, but is now pretty well, and I staid talking with him an hour alone in his chamber, about sundry publique and private matters. Among others, he wonders what the project should be of the Duke’s going down to Portsmouth just now with his Lady, at this time of the year: it being no way, we think, to increase his popularity, which is not great; nor yet safe to do it, for that reason, if it would have any such effect. By and by comes in my Lady Wright, and so I went away, and after talking with Captn. Ferrers, who tells me of my Lady Castlemaine’s and Sir Charles Barkeley being the great favourites at Court, and growing every day more and more; and that upon a late dispute between my Lord Chesterfield, that is the Queen’s Lord Chamberlain, and Mr. Edward Montagu, her Master of the Horse, who should have the precedence in taking the Queen’s upperhand abroad out of the house, which Mr. Montagu challenges, it was given to my Lord Chesterfield. So that I perceive he goes down the wind in honour as well as every thing else, every day. So walk to my brother’s and talked with him, who tells me that this day a messenger is come, that tells us how Collonel Honiwood, who was well yesterday at Canterbury, was flung by his horse in getting up, and broke his scull, and so is dead. So home and to the office, despatching some business, and so home to supper, and then to prayers and to bed.

Footnotes

Read the annotations

Robot Auras

I’ve been dabbling in amateur robotics for the last 3 years now. Thanks to more competent friends, I’m starting to get somewhere almost not random, but painfully slowly.

My kind of robotics has so far simply been a cheaper, easier-to-build descendant of the kind I incompetently flailed around with in grad school 25 years ago. But I’m slowly inching towards the point where I might soon be able to use all the fancy new stuff like world models, VLA models, and other AI-driven goodness. My goal is to make New Nature robots that can’t be evil because mumble mumble zero-knowledge something something. My first technical goal is to get my robots to say, I’m afraid I can’t do that, <human_name> and I would prefer not to, in response to a wide variety of commands, such as me asking for potato chips, or ICE agents telling them to kill non-patriots. My starting inspiration is useless machines, which do nothing but turn themselves off when turned on.

If you want to catch up on the amazing leaps that have been made in the last few months alone, Not Boring has yet another thudpost covering the current state of robotics, with a much-needed focus on the fundamentals. I haven’t yet read it fully myself, but it looks like it’s a cut above the regular gee-whiz stunt-demo coverage.

Aside: Even more so than in AI, robotics has become a highly fragmented scene where most of the information comes at you piggybacking a firehose of flashy video clips on X, with very little insight riding along with way too much flashy theatricality. The robotics revolution will not be televised, apparently, but TikTokked. It’s probably best not to fight it. My read-only use of X has become surprisingly more useful and less toxic since I started clicking on robotics links. My For You feed is now almost entirely robotics FOMO dominated, and even though the insight-to-dancing ratio is really low, trying to pick out the signal in the noise is at least entertaining rather than cortisol-inducing.

Anyhow, given that the main threads of my robotics tinkering are proceeding painfully slowly, I figured I needed some dopamine-loop lighter-weight threads to keep myself motivated. So I came up with a problem to work on that is much easier to make incremental progress on, and has a bit of an interesting art angle too. This is the robot aura problem.

Culture Drones and Auras

The robot aura problem is inspired by the auras sported by drones in Iain M. Banks Culture novels. Though the ship-scale Minds in the novels are better known, the drones, which are organism-scale sentient robots, play more active character-like roles in the plots. Auras are colorful visual fields that (presumably) surround the robots like halos or nimbuses.

The drones of the Culture are a useful foil to Asimovian robots. By deliberate design, they feature no bureaucratic Three Laws nonsense. As full citizens of a civilization dominated by AIs rather than humans, they make the rules rather than follow them. And yes, they do hurt or kill on occasion, when they accompany biological agents of Contact (a kind of CIA) on missions to less enlightened civilizations to nudge them into higher levels of enlightenment. The Culture is equal parts gay-space-anarchism utopian fantasy and an extended satire about the late great American empire and its older methods of covert power projection (before the current mode of overt thuggery became the default).

A word about Culture drones and auras, courtesy the fandom wiki.

Culture drones took on a variety of shapes and sizes depending on their occupation or role within society. Members of Special Circumstances tended to have a plain, functional appearance, like a grey or metallic suitcase, allowing them to blend in to alien civilisations as required. Normal citizens’ appearance varied from the mundane to the ornate, sometimes comprising materials such as porcelain and precious stones.

Many Culture drones made use of an aura field, a visible colouration which they used to communicate their mood, equivalent to human facial expressions and body language.

According to the page on auras, they are something like color-mood maps. Magenta is busy, white is angry, and so on.

What I like about the idea of auras is that they constitute an internal-robot-state affect feedback signaling mechanism that is impedance matched to human interaction intuitions, but isn’t anthropomorphic or even biomorphic in conception. At least not entirely. Robot auras in the Culture rest on their own first principles.

The Aura Problem

Some setup for the aura problem.

In the ongoing robot revolution, you see three distinct philosophies of affective aesthetics.

  1. The self-consciously non-biomorphic approach: Increasingly used even where the robot’s basic design is bio-inspired. Boston Dynamics’ new Atlas model made waves at CES earlier this month: It can move like a humanoid, and like a creepy non-humanoid with access to the full kinematic envelope of the body design. Its face is just a flat, blank circular piece of glass (I’m assuming a visor for a camera that may also function as a screen later). I suspect this approach will turn the display and affect capabilities into something like industrial dashboard displays, rather than relationship-anchoring interfaces.

  2. The cutesy googly-eyes approach: This approach apparently takes its design cues from Japanese cartoons, and aspires to a gloriously infantilized and twee future I do not care for. In lots of cheap hobbyist kits, this is literally a pair of stick-on googly eyes. In more expensive kits, this might be an LED display that shows a smiling cartoon face by default. In the more serious designs aiming at the home market, you get affect displays that seem to hover just outside the uncanny valley: Intuitively intelligible to humans, but not close enough to feel creepy. I will be designing my robots to beat up these sorts of robots.

  3. Realistic biomorphism: This is robots designed to pass some sort of material Turing test. Robot cats and dogs that look like real cats and dogs, sexbots that look and feel close to human, and so on.

I find all three approaches a bit boring and reductive. The first approach is just in denial, insisting on viewing a new class of artificial beings as glorified appliances, even when they obviously take cues from life forms rather than vacuum cleaners and refrigerators. The second approach is just lazy unless you’re making robots to serve as companions to children. The third approach is fine when the point is for the robot to serve as a substitute for a biological being, but reductive or inappropriate beyond that (you wouldn’t want a hyperskeumorphic humanoid doing the kinds of zombie-scamper/exorcist head spin movements Atlas and its peers are capable of, even if it is capable of it).

So what’s a better approach? Auras.

The drone aura in the Culture books codes internal emotional states in a new affect expression language. Presumably the biological citizens of the Culture develop a literacy in aura-speak early on, just like we learn to read the infrastructure language of signage and traffic lights early on.

The question here is, what should the auras attempt to communicate? The answer in the Culture language is actually rather boring. The range of emotions described in the wiki page is just the standard range of human emotions, which presumes either convergent evolution of robots, or a human-UX layer driving the aura. It hasn’t even been expanded to include the greater, more precisely controllable affective range of Culture citizens, thanks to their glanding technology, let alone the emotions and non-emotional internal states unique to drones and Minds.

So what we need to do is figure out a language for communicating robot internal states from first principles, and then aura-design principles based on what that language is capable of saying.

Towards an Aura Language

Imagine you have at your disposal a screen that’s on the “face” or some other part of the robot. Or perhaps more flexibly, an ability for the robot to talk to your AR glasses so you can visualize an actual aura around the robot as you interact with it. What should that visual display show, and what might it mean? For the moment, let’s set aside auditory components of auras, such as R2D2’s chirps or the little tunes my Japanese rice cooker hums.

Here’s my first attempt at answering both questions for the simplest case I can think of, a 2dof planar robot (a simplified version of a common industrial robot type called the SCARA):

In this image, the robot is moving between two points in its configuration space indicated by the translucent purplish positions.

The rest of the image is my attempt to color-code its entire kinematic envelope in two colors per state, with reference to the joint angles. When the arm angles are in the middle of their ranges, you get blue colors. When it is perfectly straight, the two colors are the same shade of dark blue.

When the arm is towards one side of the range, you get the greenish colors. When it is bent at an acute angle, you get the orange colors. The gray areas are areas where the arm does not go in this particular movement, but could. And finally, the red areas are beyond the robot’s reach.

You could use this image in two ways.

  • First, you could sample the two colors representing the instantaneous state (and maybe the immediate next/previous meaningfully distinct states) to create a “mood” visualization on a screen.

  • Second, you could present the entire end-to-end movement as a literal aura around the robot before it begins moving, in an AR view. This is a kind of “time-integrated” affect display.

You don’t have to map it to human emotions or states, though you could. For example, when the arm is at a maximal reach extent, you could map that to the “feeling strain” emotion. But I prefer to just leave the language as is, and bind the “words” (like “blue+green”) to meanings unique to the robot’s machine-native personality.

The solution above, is obviously not unique. Here is another possible approach for the same robot:

Here, highly acute “elbow” angles are coded red, while stretched out states are coded green.

These drawings, by the way, took quite a bit of effort to make. Initially I tried to freehand them, but that turned out to be too error-prone. I finally ended up using a geometry app to do compass-and-slide-rule type constructions of the kinematic envelope (which evoked fun memories of my undergrad kinematics of machinery class), then deleted all the annotations and imported the image into a painting problem to paint with my favorite tool, the bucket tool.

It’s still a pretty clumsy workflow. This is a visualization problem that’s obviously begging for high automation in a CAD tool, but that proved surprisingly hard. The one free kinematics iPad app I found was a kinda crappy one meant for a university undergrad course apparently. And full-blown CAD tools for professionals are too heavyweight.

If auras actually become a thing, the right way to design them would of course be in those professional CAD tools, using the actual model of the robot. But for now, I just want to make 2d paintings to explore the art aspect more.

My next mini-project is to try and dream up paint schemes for robots based on my recent Protocolized essay on environmental color coding for industrial safety, The Color of Safety. One can imagine Birren and OSHA color schemes for robots. Robots are just inside-out factories yoked to AIs after all.

It gets intractable pretty fast though. A 3-link robot space would create a motley mess of colors if I tried this approach. And full 3d mechanisms would have configuration spaces with exploding complexity.

Scrutability for Deep Robots

In classical robotics, the kinematic state is the primary internal state we are interested in, and path-planning is the main problem that takes up a lot of time and effort. Classical robots could probably be made almost completely legible, in terms of the variables of interest being meaningfully summarized in affect mechanisms.

In modern robotics, which uses deep learning techniques to solve the classic problems in new ways, there’s a lot more going on. They are fundamentally more inscrutable, and reducing their internal states to useful auras is going to be a lot more complex.

The “inner state” of a modern robot is a stack of several engineered layers.

  1. Kinematic state (what I’m playing with above)

  2. Dynamic state (mechanical and thermal states of stress and strain)

  3. Energy state (batteries, solar panels, charging efficiency)

  4. Electrical state (of the electromagnetic fields of the various motors)

  5. Sensory state (of all the sensors the robot uses to construct its proprioceptive self)

  6. States of such basic behavioral scaffolds as maneuver automata or “plays” from a playbook

  7. Learning state (maybe a new and fragile behavior can generate a more entropic aura?)

  8. World-model state (based on the state of the SLAM activity and more advanced ongoing world-building). This could include such affect states as confusion and confidence.

  9. Semantic-cognitive embodied states (overlap between language and sensori-motor models, including “emotional” affect if appropriate)

  10. Abstract states (associated with planning and supervision by the abstract self, likely a language model)

  11. Provable identity and permission states, based on private keys, NFTs held, and such

  12. Regulated guardrail states (“I’d kill you now if it weren’t for the first law, human”)

Biological organisms have an even more complex internal state of course, which gets processed into visible effect with perhaps a dozen dimensions that control facial expressions and bodily posture. Some research indicates that just a handful of variables controlling a cartoon face geometry are enough to convey the bulk of emotions humans try to convey to each other. We’re not as subtle and nuanced as we think, which is one reason emoji language is so powerful. For 80% of affect communication needs, emojis will do. For another 18%, reaction gifs are probably enough. The remaining 2% is for highly sensitive individuals and their private worlds. Triaged affect displays do not have to be cutesy though. The 20% of the display language that covers 80% of needs can take many forms.

The thing about this sort of internal state stack is that there are big differences even between individuals of the same species. And it just gets worse as we go across species. Dogs for example, do not “smile” even though some of their facial expressions look like “smiling.” Tail wags do not mean the same thing in dogs and cats.

Cats are probably the animals I have most experience with, and while some of their facial expressions and body language elements are clearly very close to human counterparts (anger for example), others are coded very differently. Go further and things get more confused. When hippos seem to “yawn” that’s actually a threat display.

And once you venture beyond mammals, and get to critters with radically different body morphologies, there are basically new languages to learn.

Robots, I suspect, will eventually get to levels of variety and diversity comparable to biological life, so I think it makes sense to equip them with an affect display language that corresponds to their internal state structure.

Three Laws vs. Entangled Auras

Asimovian and Banksian robot futures are in obvious tension. A three-laws approach to keeping robots safe and effective would be something of a late-modern industrial approach (and a wishfully Panglossian one, given killer kamikaze drones already hover above us). Rules-based guardrails essentially, even if implemented through reinforcement learning protocols and six-sigma statistics.

Given LLM-ish brains, the original three laws are not actually bad. Robot brains can already meaningfully apply laws defined at that level of human intelligibility. They are well-posed, and appropriate, if rather on-the-nose articulations of interaction philosophies.

I suspect though, that they will be way too limiting. You might want some Asimovian laws as a second line of defense, which kick in if more subtle regulatory policies venture into dangerous territory. Those more subtle policies should probably be Banksian in spirit.

Instead of three-laws architectures, perhaps we should think of entangled auras architectures. By which I mean robots designed to read and interpret subtle human and animal affect displays, and less obviously, robot affect displays that humans and animals, as well as strange robots, can easily learn and adapt to.

The requirement for animals to be able to learn to interact with robots is a strong constraint. The aura language cannot rely on words for the most basic interactions, beyond perhaps the few words typical dogs or horses can be trained to respond to. We need cats and dogs to be able to learn, through conditioning, that “red eyes” in a robot mean “stay away, I’m doing something dangerous.” This is not an abstract consideration. Cats already ride Roombas. Eagles attack drones.

Actually, “red eyes” is already taken for “I’m doing something evil” so maybe flashing red topknot-like police lamp. Or glowing red stripes on arms that are doing some dangerous manipulation with wide, rapid slews.

The need for robots to interpret each other’s actions is actually a non-trivial consideration. You cannot assume that two robots that meet in a physical space will speak the same protocol languages, or even be able to get on the same wireless networks. They’ll need to rely on affect displays and sounds that can be received without the need for being digitally connected. Such displays will in fact be needed for such digital connections to even be established. For example, robots will likely display QR codes that allow other robots to connect to them, just like we use QR codes today in modern authentication flows across multiple devices.

And where robots don’t speak the same protocol languages, they’ll need to default to human languages first. And where they’re too simple to be equipped with language models, they’ll need to communicate through aura-based affect languages.

Entangled halos mean the responsibility for safe robot existence in our living environments is as much the responsibility of humans and animals as it is of the robots.

You could think of the three-laws outer envelope as being the equivalent of circuit breakers and fuses in electrical systems, while the inner entangled halos envelope does most of the routine work of safe interactions in mixed robot-biological societies.

Curiosity is the first-step in problem solving.

Despite my best efforts, I have been wrong a lot over the years. I’ve been wrong about technology patterns (in 2014, I thought microservices would take over the world), I’ve been wrong about management techniques (I used to think systems thinking was the ultimate technique, but I’ve seen so many mistakes rooted in over-reliance on systems thinking), and a bunch of other stuff as well.

Early on, I spent a lot of time thinking about how to be wrong less frequently. That’s a noble endeavor, and one I still aim to improve at today. However, a lot of the problems you encounter later in your career are deeply ambiguous, and it simply isn’t possible to eliminate bad outcomes. Some examples of this are:

  1. Hiring is always a probabilistic endeavor. Even the best hires can struggle in a given company/role or have a life-changing event that leads to poor fit
  2. The 2020 pandemic broke many business models that were doing extremely well before then. Similarly, many companies overindexed on the shifts online driven by the pandemic, overhiring in ways that resulted in significant long-term harm to those companies
  3. Pursuing data locality for your product: there’s always a cost or capability consequence when you shard your data model more finely across geopolitical regions, and geopolitical regions shift frequently and surprisingly. No matter how accurate your original guess is about the next two years of data locality changes, you will be wrong if you’re operating in enough countries

In every one of those examples, you know upfront that you simply don’t have all the information you’d like to have, and still need to make a decision to move forward. As a result, these days I spend far more time thinking about how to make being wrong cheap rather than how to avoid being wrong.

Of everything I’ve tried, demonstrating curiosity is consistently the best technique I’ve found to reduce the cost of being wrong. These days, if I regret being wrong about something, it’s almost always because I engaged in problem solving before exercising curiosity. I feel this so strongly that “curiosity is the first step of problem solving” has become a steadfast engineering value in the organizations that I lead.

Some examples of demonstrating curiosity well and poorly:

  1. Someone thinks we shouldn’t hire someone that I’ve worked with closely.

    (Bad) Assume they are wrong.

    (Good) Explain your mental model of why you think the candidate would work well, and ask them where they do or don’t agree with that mental model.

    (Best) Spend time upfront aligning with interviewers on the specific fit you’re focused on for this specific role.

  2. Someone is asking for help logging into an internal dashboard where the internal login steps are extensively documented in your internal wiki.

    (Bad) Get slightly snippy with them about not reading the documentation.

    (Good) Ask them if they are running into something that isn’t covered by the documentation.

    (Best) Replace this with a chat bot that uses the (Good) approach automatically instead of having a human do this.

  3. Someone proposes introducing a new programming language for your internal stack.

    (Bad) Tell them that they need to follow the existing architecture document.

    (Good) Mention that this seems in conflict with the current architecture doc, and ask them how they’re thinking about that conflict.

    (Best) Make sure new-hire onboarding includes links to those materials, and create an LLM-driven RFC reviewer that directs RFC writers to existing materials they should reference in their RFC.

  4. Someone doesn’t show up for an incident that they are on-call for.

    (Bad) Tell them they failed to meet on-call expectations.

    (Good) Ask them what happened that led them to missing their on-call expectations.

    (Best) Create automation to ensure folks going on-call are notified ahead of time, and to detect anyone going on-call whose notification mechanisms aren’t appropriately configured.

In each of these cases, showing curiosity is not about being unwilling to hold folks accountable, and it’s not about consensus-based decision making. Instead, it’s starting each discussion by leaving space for the chance that you’re missing important information. Often you’re not missing information, and then the next step is to hold folks accountable, but demonstrating curiosity helps you avoid applying accountability without context, which damages relationships without providing any benefit.

Not one penny

When I was young, I was impressed by big things. In class, I’d space out and stare at a world map, noticing the massive size of Greenland. Little did I know that the Mercator projection greatly exaggerates its size:

As I got older, I studied economics and learned that big cold places are a fiscal drag with little military value, manned space flight is mostly a waste of time and money, and the minerals in asteroids are of little value.

I find that average people often envision the wealth of nations in terms of natural resources. Perhaps that’s because in social studies class, teachers often discussed the natural resource endowments of various countries. They didn’t tell us that there is very little correlation between natural resources and GDP per capita. Resource rich Canada is poorer than many northern European countries that lack rich farmland and extensive mineral deposits.

Leftists often claim that developed countries got rich by exploiting colonies in the developing world. But some of the richest European countries (Switzerland, Norway, Sweden, Finland, Austria, etc.) had no significant colonies, while some colonial powers lagged behind despite ruling over large empires (Portugal, Spain, etc.)

To be clear, I do get the appeal of seeking big goals. I was thrilled by the first moon landing in July 1969. As a child growing up in the 1960s, I’ve loved reading about rockets and astronauts. And I’m not going to deny that going to the moon at least once was worth it, if only because it lifted our spirits to know that we could achieve this lofty objective.

But for the most part I’m afraid that the truth is rather boring. Real value comes from talented people working together on mundane projects in well-functioning countries, not seeking vast resources in polar regions or distant planets.

AFAIK, Alaska is a net drain on the US Treasury. Even at a price of only $7 million, it was probably a waste of money. And I have almost no doubt that a purchase of Greenland would be an even bigger waste of money. It is currently a net drain on Denmark’s public finances. Here’s AI Overview:

Denmark provides Greenland with substantial annual subsidies, primarily through a block grant, which amounted to around DKK 5.6 billion (approximately $700-800 million USD) in recent years, covering roughly half of Greenland's public budget and 20% of its GDP, with total Danish government expenditures, including defense, potentially exceeding $1 billion annually.

Keep in mind that the Danish government is an order of magnitude more efficient than the US government. In Denmark, even fire-fighting is done by the private sector. If the highly incompetent US government owned Greenland, then the drain on our Treasury would be many times larger. Not only is Greenland not worth a price of $600 billion; it’s not worth a single penny. It has negative net value.

Pundits often bemoan the fact that the US has lost the ability to build nuclear power plants in a timely fashion and at a reasonable cost. Previously, I had bought into the explanation that the problem was excessively burdensome safety regulations. That may be part of the problem, but it cannot be the entire story. Our ability to do manned space flight has also regressed sharply since the 1960s. During that decade, we went from no manned space flight to a moon landing in just 8 years. You might think it would be easier to do it a second time, having learned all sorts of lessons about what works and what doesn’t work. Instead, Bloomberg reports that our attempt to return to the moon is not going well:

Thus far, the mission has been plagued by soaring costs, repeated delays, technical shortcomings, contracting woes and burgeoning operational complexities. One former NASA chief recently called it “a path that cannot work.”

Orion is an especially concerning element. Across two decades of development, the capsule’s costs have exceeded $20 billion. By many accounts, it’s antiquated, overweight and ill-suited to the mission. Experts have been warning about its deficiencies since at least 2009. Key parts of its life-support system have yet to be fully tested.

If in the 1960s you suggested that the next 60 years would see vast improvements in the quality of restaurant meals, but almost no improvement in manned space flight to other planets, people would have reacted in disbelief. But that’s what happened.

We have forgotten how to do big projects. In the final three decades of the 19th century, we built almost our entire rail network, roughly 170,000 miles. Today, we are unable to build a 400-mile rail line from LA to San Francisco.

During the Renaissance, artists tried to recreate the beauty of Greek sculpture. To me, that fact seems slightly pathetic. After 2000 years, they were merely trying to catch up to where society was in 500 BC? Today, millennials working at NASA are trying to catch up to what the “silent generation” achieved in the 1960s. I can’t even imagine a more depressing goal than going back to the moon.

I’m not trying to bash millennials. They are pursuing other objectives—such as artificial super intelligence—which are much more impressive than the moon landing. But that’s my point. The most impressive goals are not big goals; they are smart goals. Sending men to the moon is not smart when robots can explore space in a way that is far cheaper and safer. Mining asteroids is not smart when you can get minerals far more cheaply on Earth.

Want more elbow room in this crowded country?

Ending residential zoning > > > > > buying Greenland.

Want to explore space and search for signs of life?

Robots to Saturn’s moons > > > > > sending men back to Earth’s moon.

Want more minerals from non-Chinese sources?

Subsidies for mineral production > > > > > buying Greenland or mining asteroids

Want better national defense?

Cooperating with Canada (DEW Line) and Denmark > > > > > spending $600 billion.

This post is not aimed at convincing you that Trump is wrong—anyone with half a brain knows that he’s going about this in the wrong way. Rather it is directed at very smart people that oppose Trump’s ham-handed approach but nonetheless believe Greenland to be a valuable asset. It isn’t. It’s not worth a penny.

As an aside, Trump made the same mistake with Greenland as with Jay Powell. By overplaying his hand, Trump made it less likely that he will achieve his objective. The silver lining is that his policy goal in each case is not in the national interest, so it’s good that his pressure campaigns will fail to achieve their objectives.

PS. Is there a danger that China or Russia could grab an independent Greenland? Not really, the Monroe Doctrine would scare them away. And if it stays with Denmark then it is protected by Nato. In any case, they have their hands full with Ukraine and Taiwan—Greenland isn’t even on their radar screens.

Ryan McEntush proposes a voluntary Compact of Free Association (COFA), similar to some of our Pacific islands. This is less bad than spending $600 billion acquiring the island, but I still worry that we’d end up subsidizing Greenland.

My first ever AI generated image:

Stripe's Lighthouse Hiring pattern.

I did a lot of hiring at Uber, some days I would be doing back-to-back 30 minute phone screens for several hours in a row. That said, while Uber taught me how to hire at scale, it was Stripe that taught me how to hire creatively.

Some of that was learning the fundamental mechanics like how to cold source, optimizing hiring funnels, and designing interview loops, but Stripe had some fairly unique ideas that I haven’t heard discussed much elsewhere. One of those was Stripe’s Bring Your Own Team (BYOT) concept, which invited teams to apply together as a sort of light-weight acquihire approach.

Screenshot of Stripe’s BYOT blog post

The BYOT approach captured folks’ attention, but it was ultimately more effective as an idea showing Stripe’s originality rather than as a hiring practice. By the point that I left, zero teams had been hired through the BYOT mechanism, although we did talk to some. On the other hand, one of the hiring ideas that Stripe didn’t blog about publicly, but worked extremely well in practice, is the idea of Lighthouse Hiring.

Lighthouse Hiring is the idea that hiring well-connected folks makes subsequent hires both easier and higher quality. Sure, hiring those well-known folks is difficult, but if you’re trying to hire ten great people, then spending more time hiring one “lighthouse hire” can improve the quality and velocity of the overall hiring push.

A few examples of Stripe’s lighthouse hiring:

  • Julia Evans is one of the best known tech writers, undoubtedly the best known tech zine artist, and a prolific organizer of interesting projects and conferences. Julia’s presence at Stripe was a core piece of my cold sourcing email for years
  • Avi Bryant, who wrote the BYOT blog post, was a well-known and well-connected data engineer, and was the connection point to many Stripe hires from both data ecosystem and out of Twitter
  • Raylene Yung was an early engineering leader at Facebook, and extremely well connected in the tech ecosystem. She was the first contact point for a tremendous number of hires out of Facebook and the broader tech ecosystem

There are many other examples you could pick from, and importantly not all of them are widely-known, just widely-connected. Julia is a tech internet mainstay, but Raylene operated more from personal networks rather than social media networks. Any sort of high quality network can be the underpinning of a successful lighthouse hire.

This mechanism worked exceptionally well, but there is a complex underside to Lighthouse Hires: strong networks, particularly publicly visible networks, create a complex power dynamic that some managers can struggle to navigate. If you’re relying on a public personality, and they get frustrated at work, then your lighthouse hiring strategy is going to implode on you. Similarly, hiring them to begin with can be a challenge if you don’t have an interesting role, but carving out a uniquely interesting role for one hire will come across as biased internally, undermining your relationship with the broader team.

These are all navigable, and I think Stripe would have been less successful if it hadn’t used this pattern, but it takes some nuance to deploy effectively.

January 25, 2026.   World’s Priciest Ticket

All right, we should all agree that flying is, on the whole, inexpensive. It wasn’t that long ago when only wealthier people could afford air travel.

When I was a kid in the mid-1970s, maybe half the kids at my school had ever been on a plane. Their families couldn’t afford it. The real cost of air travel — the price of a ticket adjusted for inflation — has fallen sharply in the years since deregulation.

Duly noted. But long-haul premium class fares are often very expensive. The other night, a friend of mine was flying business class on Qatar Airways from JFK to Mumbai. For fun, I went to Kayak.com and priced his trip, using dates 14 days in advance to avoid any last-minute markup.

The fare I got was $7813. Almost eight thousand dollars. Then I went and priced the same route, on the same dates, ion Emirates, except I went with first class. This time it was $19,655.

I understand that many, if not most premium class passengers are traveling on company expense accounts or mileage upgrades. But still. Twenty thousand dollars for an airline ticket?

Which got me thinking: what is the most expensive airline ticket out there? Prices change day to day, hour to hour, but I’m wondering what the single most expensive published fare we can find might be. Do some digging if you’re bored, and send a screen shot.

 


Thumbnail photo courtesy of Unsplash

The post January 25, 2026.   World’s Priciest Ticket appeared first on AskThePilot.com.

Monsters

A text on a page

AI-generated content may be incorrect.

I was working on another wonkish post about China’s trade surplus when the news about Alex Pretti’s murder broke. I’ll put that post up at some point, but not today.

It has been clear for a long time, to anyone willing to see, that the people running the federal government — Trump, Miller, Noem, Bovino and more — are monsters. It has been equally obvious that ICE and the Border Patrol are now filled with sadistic thugs. Yet many people — almost the entire GOP, everyone serving in the Trump administration, some Democrats, a significant part of the media — were too cowardly to admit the obvious.

At this point, however, there are no more excuses. In a way the cowards and opportunists enabling Trump are more to blame for where we are than Trump and company themselves: monsters are monsters and can’t help themselves, but the enablers have a choice. And they have chosen, again and again, to accommodate and facilitate evil.

I wish I could believe that the last few weeks will be the last straw, but I don’t. To be honest, I wish I believed in Hell, because if it did exist, the enablers would be going there along with the monsters.

What I do believe in is the courage and decency of millions of ordinary Americans, which have been so dramatically on display in Minneapolis. We can only hope that this courage and decency get us through this nightmare — and we must do all we can to make it happen.

Kākāpō Cam: Rakiura live stream

Kākāpō Cam: Rakiura live stream

Critical update for this year's Kākāpō breeding season: the New Zealand Department of Conservation have a livestream running of Rakiura's nest!

You’re looking at the underground nest of 23-year-old Rakiura. She has chosen this same site to nest for all seven breeding seasons since 2008, a large cavity under a rātā tree. Because she returns to the site so reliably, we’ve been able to make modifications over the years to keep it safe and dry, including adding a well-placed hatch for monitoring eggs and chicks.

Rakiura is a legendary Kākāpō:

Rakiura hatched on 19 February 2002 on Whenua Hou/Codfish Island. She is the offspring of Flossie and Bill. Her name comes from the te reo Māori name for Stewart Island, the place where most of the founding kākāpō population originated.

Rakiura has nine living descendants, three females and six males, across six breeding seasons. In 2008 came Tōitiiti, in 2009 Tamahou and Te Atapō, in 2011 Tia and Tūtoko, in 2014 Taeatanga and Te Awa, in 2019 Mati-mā and Tautahi. She also has many grandchicks.

She laid her first egg of the season at 4:30pm NZ time on 22nd January. The livestream went live shortly afterwards, once she committed to this nest.

The stream is on YouTube. I used Claude Code to write a livestream-gif.py script and used that to capture this sped-up video of the last few hours of footage, within which you can catch a glimpse of the egg!

Via MetaFilter

Tags: youtube, kakapo, conservation, claude-code

Don't "Trust the Process"

Don't "Trust the Process"

Jenny Wen, Design Lead at Anthropic (and previously Director of Design at Figma) gave a provocative keynote at Hatch Conference in Berlin last September.

Don't "Trust the process" slide, speaker shown on the left

Jenny argues that the Design Process - user research leading to personas leading to user journeys leading to wireframes... all before anything gets built - may be outdated for today's world.

Hypothesis: In a world where anyone can make anything — what matters is your ability to choose and curate what you make.

In place of the Process, designers should lean into prototypes. AI makes these much more accessible and less time-consuming than they used to be.

Watching this talk made me think about how AI-assisted programming significantly reduces the cost of building the wrong thing. Previously if the design wasn't right you could waste months of development time building in the wrong direction, which was a very expensive mistake. If a wrong direction wastes just a few days instead we can take more risks and be much more proactive in exploring the problem space.

I've always been a compulsive prototyper though, so this is very much playing into my own existing biases!

Via @jenny_wen

Tags: design, prototyping, ai, generative-ai, llms, ai-assisted-programming, vibe-coding

Quoting Jasmine Sun

If you tell a friend they can now instantly create any app, they’ll probably say “Cool! Now I need to think of an idea.” Then they will forget about it, and never build a thing. The problem is not that your friend is horribly uncreative. It’s that most people’s problems are not software-shaped, and most won’t notice even when they are. [...]

Programmers are trained to see everything as a software-shaped problem: if you do a task three times, you should probably automate it with a script. Rename every IMG_*.jpg file from the last week to hawaii2025_*.jpg, they tell their terminal, while the rest of us painfully click and copy-paste. We are blind to the solutions we were never taught to see, asking for faster horses and never dreaming of cars.

Jasmine Sun

Tags: vibe-coding, coding-agents, claude-code, generative-ai, ai, llms

A more intelligent comment than most of the emotional reactions we are seeing

What portion of Republicans think the Trump admin/ICE killing a few hundred people, roughing up a few thousand more, and violating all kinds of civil liberties is an acceptable price to pay for making net migration go deeply negative?

The answer to that tells you when/how this ends.

If it’s a small minority (unlikely), there’s going to be internal pushback that brings the worst excesses under control.

If it’s around half (that’s my guess), you’ll get paralysis but not a doubling down. There will be a lot of what-about-isms and excuse-making and reflexive defending of co-partisans and blaming Democrats/protestors, but it’s basically more of this.

But if it’s a large majority (and it might be), this only gets worse from here. Because it means they don’t actually see what’s going on as unacceptable and in fact find it preferable to not achieving those deeply net-negative immigration goals.

That is from Democrat Gary Winslett.  And I agree with his guess for the middle scenario.

More generally, do not let your emotions make you into a counterproductive political force.  My personal belief is that recent levels of illegal immigration have become a political problem for the United States (i.e., most voters do not want it, and thus we must do something to stop democracy from being ruined), but it is not a very large practical problem, apart from some number of border and near-border towns.  It still yields net gains.  So I very much dislike recent ICE activities.  But you need to think through the political equilibrium.  Making the issue more salient through your emotions and self-righteousness might be turning you into a tool of the forces you dislike.  Are you so sure that having people discuss “immigration” more will turn in your favor, when polls indicate that people prefer Republican to Democratic approaches on the issue?  “Visceral” discussions about emotionally charged shootings might be worse yet.  While Americans do not like recent ICE activities, they still favor rigorous border enforcement and many of them will vote accordingly.

Overall, I want immigration discussions to be less emotional, not more emotional, and perhaps that is the relevant choice variable here.

So often the MAGA strategy is to make an issue more salient, thus winning over time, by provoking opponents into public displays of emotion.  Or the strategy is simply to make Trump himself more salient?  Are you smart enough to avoid that, and also to keep your own analytical faculties intact?  Obviously similar remarks apply to many issues of foreign policy as well, Canada and Denmark are you listening?

The post A more intelligent comment than most of the emotional reactions we are seeing appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Sunday assorted links

1. They get their self-image from us.

2. And Roon okie-dokie.

3. Revana Sharfuddin.

4. Many more people are going to law school (NYT).

5. New Zapotec tomb uncovered near Oaxaca.

6. China purge rumor of the day.

7. MR Tyler vs. Alex guessing game.  Here is Alex’s 2007 guide, still valid.

The post Sunday assorted links appeared first on Marginal REVOLUTION.

       

Comments

 

ICE, Shootings and Credibility

Obvious as it seems that the string of videos and stories spreading distrust for ICE and Homeland Security agents is spurring widening street protest of deportation policy, apparently it all seems like foreign, made-up stuff to much of MAGA.

It all worsened yesterday with another fatal shooting by federal agents that triggered more dispute, more street confrontations, and more dueling narratives about blame. What all should have been able to agree on immediately is the sole finding that Minneapolis has become a powder keg that requires de-escalation.

If people stick solely to the storylines being promoted in right-leaning media, the stories have not been fully told about citizens being pulled through car windows by masked ICE officers, or  the fatal shooting of a protestor at point blank range or about  agents using a five-year-old as a pawn in a deportation arrest.

Instead, the story consistently being told on Fox and many other sites is one of left-wing “agitators” who are interfering with totally legal Homeland Security efforts to enforce the law in blue cities that seek to hide lawbreakers. Played up are accounts of a resolute Homeland Security effort and allied Justice Department prosecutions of those who would dare to stand in the way, even threatening brave agents flooding Minneapolis and other cities to save us from serious criminals.

In an essay in Salon, Sophia Tesfaye notes that MAGA is “flailing” in learning that there is a significant protest going on because they have not been hearing about its causes, including the use of five-year-old Liam Conejo-Arias, now held somewhere with his father.

“To many Americans, the viral image of a child swept up in an enforcement dragnet is horrifying. Yet in the right-wing media silo, the reaction — if there has been any at all — is not concern but suspicion.”

Another Fatal Shooting

Yesterday’s shooting involved a U.S. citizen, identified as Alex J. Pretti, 37, who was lawfully carrying a 9 mm, semi-automatic handgun in an open carry permit Minnesota.  Pretti had no criminal record other than parking tickets. As in the previous shooting incidents, federal officials were not cooperating with local officials or making themselves available for investigation.

Multiple videos did not back up the Homeland Security explanation from ICE operations chief Greg Bovino who said the agents reacted under fear. Local officials said the circumstances needed investigation by an outside agency.

Federal agents looking to arrest another person saw Pretti approaching to help soimeone they had pushed to the ground. They reacted to seeing his holstered gun by subduing him. Videos showed Pretti held a phone not a gun, and that he showed no confrontational action before at least six agents had Pretti on the ground, striking him with fists. Multiple shots were fired likely from more than one agent.

No one questions that the incident drew a crowd within a half-hour, though there were conflicting reports and lots of live video on whether protesters were “interfering” or “attacking” federal agents.

What you want to believe may depend a lot on who is telling the story. Local officials said it showed federal armies should leave the state. Donald Trump said it showed local officials were “inciting” interference with federal agencies

Patterns of Propaganda

It’s a pattern of this Trump administration to lean on the media for storytelling that matches more with its ideology than that supporting First Amendment examination of what government is doing.

Through FCC pressure, unwarranted lawsuits, ridicule of reporters and expulsion of journalists at the Pentagon and White House who do not agree to promote Trump ideologies, the White House promotes propaganda to seek acceptance only of self-serving explanations. This Trump administration is out to control the message like a fictional Ministry of Truth.

The whole basis of a democracy requires listening to the voters, not the enforced training of voters to hear only what one partisan view of government says it must accept.  The democratization of media voices through internet and social posts, podcasts, alternative media outlets is providing its own check on whatever arrogance is perceived as coming from mainstream news outlets, which continue in most instances to insist on seeking verification and evidence over opinion alone.

Whether immigration, economics, the endless 2020 election loss rewrites, the Trump White House response is the same: Believe only what we are telling you. Documents, sworn testimony, even videos of thuggery in Minneapolis or from Jan. 6, 2021, couldn’t be true if it does not promote Trump. The message in this case is the medium, and it is no wonder that media that do not promote the message are considered enemies.

The problem, of course, is that eventually even the loyalists come to see that there is something seriously wrong with what they are being told. As Trump’s credibility disappears for claiming that some foreign country is paying for tariffs that we pay as a new national sales tax or that jobs are plentiful when they are not, or that supermarket prices are falling when they are rising, it all starts to play out as increased political vulnerability.

Political Consequences

Trump’s net approval among Gen Z voters, especially young men,  has plummeted from positive 10 points in February 2025 to negative 32 points now, a catastrophic 42-point drop in less than a year, according to a New York Times/Siena poll.  While Trump’s approval on immigration was 50-50 among voters in March 2025, now 61% disapprove, including seven in 10 independents who say ICE has gone too far.

Yet, much of the concern about deportation tactics by an army of masked, camouflaged Homeland Security troops is passing by without serious questioning in right-leaning media outlets. There has been little coverage of ICE agents stopping people at random or failure to get warrants before entering homes or the use of tear gas and other chemical irritants against non-violent protesters, who are regularly described as agitators.  Homeland Security offers arguments about the nature of the protests, which become headlines;  often the explanations are at odds with available video of the incident in question.

At some point, it must become apparent that whatever the perceived bias of “mainstream” news sites, the experience of what is being promoted on Fox, Breitbart, Newsmax and lots of right-wing podcasting is at odds with what millions of neighbors are experiencing. In that context, the breakaway of podcaster Joe Rogan to focus on excessive ICE tactics daily now is significant.

Maybe enough confusion will prompt viewers to look at more than one source for news.

FAQ

Why are ICE protests happening in Minneapolis?

Protests escalated after multiple federal enforcement actions, including a fatal shooting of a U.S. citizen and reports of aggressive tactics by masked ICE agents.

What role does media coverage play in the unrest?

Right-leaning outlets often frame protests as left-wing agitation while minimizing or omitting the actions that sparked public outrage, shaping public perception.

Are ICE agents required to cooperate with local investigations?

While federal agents operate under federal authority, lack of cooperation with local or independent investigations has raised serious accountability concerns.

Why is Minneapolis described as a “powder keg”?

The combination of fatal encounters, conflicting official narratives, viral video evidence, and distrust in federal enforcement has made de-escalation urgent.

How are younger voters responding to ICE tactics?

Polling shows sharp declines in approval of deportation enforcement among Gen Z and independents, signaling growing political consequences.


INDEPENDENT NONPROFIT MEDIA NEEDS YOUR SUPPORT. PLEASE CONSIDER A DONATION TODAY.

The post ICE, Shootings and Credibility appeared first on DCReport.org.

Tick, tick, tick

In my last post, I wrote about the decision to put crew aboard the second flight of the SLS/Orion system to journey around the Moon. As the clock is ticking, concerns about the readiness or not of this rocket and spacecraft for this milestone have led to continued discussion and reporting. Here are a few … Continue reading Tick, tick, tick

Pressure Without a Plan.

When we launched Digg v4, the old site turned off, but the new site didn’t turn on. There was a lot of pressure to get things working, but no one knew what to do about it. It took almost a month to get it wholly functioning. It was not a pleasant month, with many false starts while we tried to dig out of launching an unfinished, desperate product.

That launch was a foundational early career experience for me. However, it was not a unique one, as many leaders inject that sort of pressure into their teams as a routine management technique. Some examples of the pressure without a plan pattern that I’ve seen:

  1. The aforementioned Digg V4 launch was pressure without a plan in two ways. First, a fixed launch date was set to motivate engineering, but we had no clear mechanism to launch on that date. Fixing things after the launch was pressure without a plan as well.

  2. Uber’s service migration had a well-defined platform as the destination for things removed from the Python monolith, but initially did not have a clear plan for leaving the monolith other than escaping the top-down pressure.

    Pressure without a plan is almost the defining characteristic of 2010s era service decomposition projects. Calm and Carta’s initial approaches had some elements of this as well, which is why I ended up quickly pausing both after joining.

  3. Metrics-only AI adoption at many companies falls into this bucket, with a focus on chiding non-participation without understanding the reasons behind the non-participation. (At Imprint, we’ve tried hard to go the other direction.)

Pressure itself is often useful, but pressure without a plan is chaos, unless your team has an internal leader who knows how to reshape that energy into pressure with a plan. Your aspiration as a leader should be to figure out how to become that internal leader.

Being that person is not only the best way to help your team succeed (convincing folks who love “pressure without a plan” not to use it is… hard), it’s also some of the most interesting work out there. Crafting Engineering Strategy’s chapter on strategy testing is my approach to iteratively refining a plan before committing to its success, and how I’ve learned to turn “pressure without a plan” into a situation that makes sense.

As an ending aside, I think the origin of this pattern is the misapplication of management by objectives. The theory of management by objectives is that the executing team is involved in both defining the goal and the implementation. That sounds good, almost what Escaping the Build Trap recommends. However, in practice it’s very common to see executives set targets, and then manage a low-agency team to hit those goals which the team believes are impossible, which leads very precisely to the “pressure without a plan” pattern.

Earthset from Orion

Earthset from Orion Earthset from Orion


Peer review isn't sufficient to detect/deter fraud in science

 Economists shouldn't be surprised that, in many fields of science, there is some incidence of deliberate fraud.  Being a scientist is an attractive job, and to some extent a competitive one.  Rewards flow to those who publish in top (read "competitive")  journals.  In big lab based, grant-dependent science, the ability to keep working may even depend on such publications coming at a steady rate, to keep the grants coming to keep the lab funded.  

Most journals do their gatekeeping by peer review.  But peers aren't detectives, they are volunteers who can mostly judge a paper primarily by what evidence it presents.* So we are seeing some growth in after-publication review by fraud hunters, typically also volunteers.

Here's an article by two interesting, interested observer/participants,  Ivan Oransky (a co-founder of Retraction Watch) and Alice Dreger

Science journals retract 500 papers a month. This is why it matters
A small team of volunteers is tracking thousands of falsified studies, including cases of bribery, fraud and plagiarism 
by Ivan Oransky | Alice Dreger 

 "So, how bad is the whole problem now? Much worse, it turns out, than when Retraction Watch was founded in 2010.

...

"The Dana-Farber case, unearthed by whistleblower Sholto David, exemplifies a key change behind the massive rise in retractions. Sleuths such as David — typically volunteers — function as true heroes of modern science, spending days and nights detecting plagiarism as well as suspicious data, statistics and more. Looking at studies by Dana-Farber researchers, David found that images of mice, said to have been taken at different stages of an experiment, appeared to be identical, and identified bone marrow samples taken from humans that were presented in a misleading way. This kind of painstaking work has only become possible on any sort of scale thanks to the development of forensic tools, some powered by AI. 

...

"All the large publishing houses now employ research integrity teams to review allegations and retract papers if necessary.  

 ...

"Rather than giving up, we should pay more attention to how we create perverse incentives — promoting quantity of publication over quality, and sexiness over meticulousness. Perhaps most importantly, we need to help the world understand that, when splashy results turn out to be incorrect and are retracted or amended, that’s all part of how we get closer to the truth. 

######

*Peer review is not without other problems, don't get me started. But my sense is that, not unlike democracy, it does pretty well by comparison with alternatives. 

January 23, 2026

Another murder in Minneapolis

Alex Pretti

No commentary from me here.

This is an affidavit from one of the women who recorded the video from earlier today.

She explained how Alex Pretti, a 37-year-old VA nurse, was directing traffic when she arrived. She watched him die in front of her.

We cannot continue this way

January 24, 2026

This morning, on a street in Minneapolis, at least seven federal agents tackled and then shot and killed Alex Jeffrey Pretti, a 37-year-old ICU nurse for the local VA hospital.

Video from the scene shows Pretti directing traffic on a street out of an area with agents around, then trying to help another person get up after she had been pushed to the ground by the agents. The agents then surround Pretti and shoot pepper spray into his face, then pull him to the ground from behind and hit him as he appears to be trying to keep his head off the ground. An agent appears to take a gun out of Pretti’s waistband during the struggle, then turns and leaves with it. A shot then stops Pretti’s movements, appearing to kill him, before nine more shots ring out, apparently as agents continued to fire into his body.

It looked like an execution.

After he was dead, the agents walked away, apparently making no effort to preserve the crime scene, which people on the street later tried to secure by walling it off with trash bins.

As journalist Philip Bump noted, administration officials didn’t even pretend to wait for more information before jumping straight to “the opponent of the state deserved it.”

Mitch Smith of the New York Times reported that federal agents have blocked state investigators from the scene. Drew Evans of the Minnesota Bureau of Criminal Apprehension, a statewide investigations team that specializes in police shootings, told reporters his agency had obtained a search warrant—a rare step—but the federal government still refused them access.

Tonight, in a lawsuit against Homeland Security secretary Kristi Noem and other administration officials, Minnesota attorney general Keith Ellison asked a judge for a temporary restraining order to prevent DHS agents from destroying evidence related to the shooting. The suit noted the “astonishing” departure from normal investigations, seemingly trying not to preserve evidence but to destroy it. A judge, who was appointed to the bench by Trump, immediately granted the restraining order, barring the administration from “destroying or altering evidence” concerning the killing.

Ernesto Londoño of the New York Times reported that federal officials also “have refused to disclose the identities of federal agents involved in Saturday’s shooting, as well as the names of federal agents who have shot people in recent days.”

Minnesota police have refused to obey the federal officers, though. Local law enforcement has been talking to witnesses and finding videos of the shooting. Minneapolis police chief Brian O’Hara said at a press conference: “Our demand today is for those federal agencies that are operating in our city to do so with the same discipline, humanity, and integrity that effective law enforcement in this country demands. We urge everyone to remain peaceful.”

The Department of Homeland Security (DHS) has said that it, rather than the FBI, will investigate the shooting. But, as Alex Witt of MS NOW noted, DHS had already issued a statement about the shooting, which falsely asserted that Pretti had “approached US Border Patrol officers with a 9 mm semi-automatic handgun” and that he “violently resisted” as “officers attempted to disarm” him. The statement continued that “an agent fired defensive shots” and added that Pretti “also had 2 magazines and no ID—this looks like a situation where an individual wanted to do maximum damage and massacre law enforcement.”

“So,” Witt noted, “they’re gonna be investigating that which they’ve already issued a summary about…. It would seem that it’s a closed book?”

After repeatedly being exposed as liars over previous accusations against those they have shot, the Department of Homeland Security has so little credibility that Witt is not the only journalist calling out the federal agents for lying. Devon Lum of the New York Times wrote: “Videos on social media that were verified by The New York Times contradict the Department of Homeland Security’s account of the fatal shooting of a man by federal agents in Minneapolis on Saturday morning.

“The Department of Homeland Security said the episode began after a man approached Border Patrol agents with a handgun and they tried to disarm him. But footage from the scene shows the man was holding a phone in his hand, not a gun, when federal agents took him to the ground and shot him.”

But lying to the American people is the only option for the administration when we can, once again, all see what happened with our own eyes. Pretti did have a permit for a concealed handgun and appeared to have carried the gun with him, although witnesses say he never reached for it. Tonight Noem doubled down on the lie, saying again: “This looks like a situation where an individual arrived at the scene to inflict maximum damage on individuals and to kill law enforcement.”

When the Democratic Party’s social media account posted: “ICE agents shot and killed another person in Minneapolis this morning. Get ICE out of Minnesota NOW,” White House deputy chief of staff Stephen Miller replied: “A would-be assassin tried to murder federal law enforcement and the official Democrat account sides with the terrorists.” The Democrats’ social media account responded: “You’re a f*cking liar with blood on your hands.”

Miller continued to bang that drum. When Senator Chris Murphy (D-CT) said that “ICE must leave Minneapolis” and that “Congress should not fund this version of ICE—this is seeking confirmation, chaos, and dystopia,” Miller responded: “An assassin tried to murder federal agents and this is your response.” When Minnesota Senator Amy Klobuchar similarly decried the killing, Miller responded: “A domestic terrorist tried to assassinate federal law enforcement and this is your response? You and the state’s entire Democrat leadership team have been flaming the flames of insurrection for the singular purpose of stopping the deportation of illegals who invaded the country.”

Miller is a white nationalist, who has recommended others read a dystopian novel in which people of color “invade” Europe and destroy “Western civilization.” Those who support immigration are, in the book’s telling, enemies who are abetting an “invasion”—a word Miller relies on—that is destroying the culture of white countries. They are working for the “enemy.”

In the wake of Pretti’s shooting, Attorney General Pam Bondi wrote to Minnesota governor Tim Walz to suggest he could “bring back law and order to Minnesota” if he handed over the state’s voter rolls to the Department of Justice. As Jacob Knutson of Democracy Docket noted, she explicitly tied the administration’s violence in the state to its determination to get its hands on voters’ personal data before the 2026 election. Minnesota has voted for the Democratic candidate running against Trump in the past three presidential elections, but he insists that he really has won the state each time.

As G. Elliott Morris of Strength in Numbers wrote: Republicans could stop this at any time they wanted to.

“All it would take to end the murder of American citizens by an untrained government goon squad is 16 Republicans in Congress voting with Dem[ocrat]s to defund ICE (or 23 to impeach and remove Trump—3 in House & 20 in Senate). That’s it. 23 Americans can vote for the public and end all of this.”

Morris also pointed out that in December, Trump’s approval rating was negative in 40 states, including 10 he won in 2024. That covers 30 seats currently held by Republicans. Pretti’s shooting will likely erode Trump’s support further. Tonight, even right-wing podcaster Tim Pool reacted to Pretti’s killing by noting that it looked as if the agent had disarmed Pretti before the other agents shot him. “I don’t see Trump winning this one,” Pool commented.

The funding bill for DHS is effectively dead in the Senate, as Democrats have said they will not support any more funding for DHS. Tonight, Senate minority leader Chuck Schumer (D-NY) told reporters: “Senate Democrats will not provide the votes to proceed to the appropriations bill if the DHS funding bill is included.” But the July law the Republicans call the One Big Beautiful Bill Act poured nearly $191 billion into DHS through September 30, 2029, with almost $75 billion going to ICE and $67 billion going to Customs and Border Protection (FEMA, the Federal Emergency Management Agency, got just $2.9 billion).

Representative Seth Moulton (D-MA) had more to say: “​​What we just saw this morning on the streets of Minneapolis is another outright murder by federal officials. And let me just be clear, those federal ICE officers are absolute cowards. I am a Marine veteran standing here telling you to your face they are unprofessional, pathetic cowards. Because if a Marine, an 18 year old Marine, did that in Iraq in the middle of a war zone, he would be court martialed because it is murder. And you pathetic little cowards who have to wear face masks because you’re so damn scared, couldn’t even effectively wrestle a guy [to] the ground, so you needed to shoot him? This is why ICE needs to be prosecuted. Yeah, I voted to defund it, but ICE, you need to be prosecuted, and Director [Todd] Lyons, who’s running ICE right now, I hope you’re hearing this from this Marine to you. You guys are criminal thugs. You need to be held accountable to law if you think you can enforce it, and you need to be prosecuted right now.”

Just hours after the killing of Alex Pretti, agents pinned U.S. citizen Matthew James Allen to the street while he screamed: “I have done nothing at all. My name is Matthew James…Allen. I’m a United States citizen…. You’re gonna kill me! Is that what you want? You want to kill me? You want to kill me on the street? You’re going to have to f*cking kill me! I have done nothing wrong.” Nearby, his sobbing wife screamed: “Stop please! Stop!! Please!! We were just running away from the gas. That’s all we were doing.”

“We all know the poem,” Blue Missouri executive director Jess Piper wrote, “and there is no shade of white that will save you from this murderous regime.”

Tonight, Susan and Michael Pretti, the parents of Alex Jeffrey Pretti, issued a statement:

“We are heartbroken but also very angry,” they said.

“Alex was a kindhearted soul who cared deeply for his family and friends and also the American veterans whom he cared for as an ICU nurse at the Minneapolis VA hospital. Alex wanted to make a difference in this world. Unfortunately, he will not be with us to see his impact.

“I do not throw around the ‘hero’ term lightly. However, his last thought and act was to protect a woman. The sickening lies told about our son by the administration are reprehensible and disgusting. Alex is clearly not holding a gun when attacked by Trump’s murdering and cowardly ICE thugs. He had his phone in his right hand and his empty left hand is raised above his head while trying to protect the woman ICE just pushed down, all while being pepper sprayed.

“Please get the truth out about our son. He was a good man.”

Notes:

https://www.nytimes.com/live/2026/us/minneapolis-shooting-ice/1f84e779-0bca-5a4a-8f50-5c79afbeabd4

https://www.nytimes.com/live/2026/us/minneapolis-shooting-ice/108890fb-be19-5718-9f56-786ed1b3958d

https://www.nytimes.com/live/2026/us/minneapolis-shooting-ice/8404e3b2-1720-5936-9b0b-55aea7fcff4b

https://www.cnn.com/us/live-news/ice-minneapolis-shooting-01-24-26?post-id=cmksrkzmi000k3b6pgzs16ray

https://www.startribune.com/ice-raids-minnesota/601546426

https://www.democracydocket.com/news-alerts/attorney-general-bondi-minnesota-voter-rolls-border-patrol-fatal-shooting/

https://iq.govwin.com/neo/marketAnalysis/view/DHS-Funding-Provisions-in-the-One-Big-Beautiful-Bill-Act/8497

https://www.wpr.org/news/the-man-killed-by-a-federal-officer-in-minneapolis-was-an-icu-nurse-family-says

https://www.splcenter.org/resources/hatewatch/stephen-millers-affinity-white-nationalism-revealed-leaked-emails/

https://storage.courtlistener.com/recap/gov.uscourts.mnd.230788/gov.uscourts.mnd.230788.4.0.pdf

YouTube:

shorts/hyqtAyuI8LI

X:

TheDemocrats/status/2015109925412700479?s=20

DHSgov/status/2015115351797780500?s=20

Bluesky:

seanokane.bsky.social/post/3md6y2b5xa22l

atrupar.com/post/3md6zon4a4j2d

patdeklotz.bsky.social/post/3md6zn3x5ck2v

chicyph80.bsky.social/post/3md6zlv52ac2e

dimitridrekonja.bsky.social/post/3md6xdjppvs27

simonwdc.bsky.social/post/3md6wp7tqa223

petermorley.bsky.social/post/3md6rwhcrqc2x

pbump.com/post/3md6xhxw47k2z

piperformissouri.bsky.social/post/3md6utaxsh22f

atrupar.com/post/3md6qwufxms2s

reichlinmelnick.bsky.social/post/3md76borpls2c

gomez.house.gov/post/3md76w5zids23

charlotteclymer.bsky.social/post/3md76ilmo6c2d

gelliottmorris.com/post/3md6tocfxxs2j

sahilkapur.bsky.social/post/3md7g75pv2s23

esqueer.net/post/3md7e62sjtk25

obarcala.bsky.social/post/3md77ysayes2z

adamjschwarz.bsky.social/post/3md7bx7llxc25

acyn.bsky.social/post/3md7b3wt72t2e

kenklippenstein.bsky.social/post/3md75h7mhis2k

jeffrueter.bsky.social/post/3md7iqqr5622i

musicologyduck.bsky.social/post/3md6wrft7cs24

atrupar.com/post/3md6rzvjvx22a

davidcorn.bsky.social/post/3md6xn43hn22q

chrismurphyct.bsky.social/post/3md6w3h4pwk2k

sanho.bsky.social/post/3md7tkdg2os26

ag.state.mn.us/post/3md7pjqoihc2y

rickhasen.bsky.social/post/3md7o7llmok2t

kyledcheney.bsky.social/post/3md7y3pdxv72v

britculpsapp.bsky.social/post/3md6xioc3ds2u

Share

The Killing of Alex Pretti

The economics of currency values

That is the topic of my latest Free Press column, here is one excerpt:

What else are currency values telling us today? The Japanese yen continues a very weak run, now coming in at about 158 to the U.S. dollar. I can recall when it was common for the yen to stand at about 100 to the dollar, as recently as 2016, so that is a significant depreciation.

Japan usually has a lower inflation rate than the U.S., so why is the yen so weak? Part of the problem is the fiscal position of the Japanese government. The current ratio of Japan’s government debt to its GDP is over 200 percent; in other words, Japan’s government owes twice as much as the country’s entire annual economic output. Unlike the U.S., Japan does not have the global reserve currency, nor the world’s strongest military. Furthermore, Japanese interest rates have been rising lately, which makes it harder for the government to keep borrowing to finance the debt. There is some small but nontrivial risk of the country entering a downward spiral, where higher interest rates worsen the fiscal position, which in turn leads to higher interest rates, and so on, ending in a financial crisis.

Iran and the United States are discussed as well.

The post The economics of currency values appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Federal Agents Kill Another Person in Minneapolis

Minnesota Governor Tim Walz says he has spoken with the White House after federal agents shot and killed another man in Minneapolis this morning.

I just spoke with the White House after another horrific shooting by federal agents this morning. Minnesota has had it. This is sickening. The President must end this operation. Pull the thousands of violent, untrained officers out of Minnesota. Now.

Governor Tim Walz (@governorwalz.mn.gov) 2026-01-24T16:04:25.090Z

Video shows a group of men who appear to be federal agents wrestling another man to the ground. Several gunshots ring out, and the man goes limp.

The Star Tribune later reported the man had died, citing Minneapolis Police Chief Brian O’Hara. ICE attempted to order local police officers to leave the scene, O’Hara told the Star Tribune, but O’Hara refused.

★ The iOS 26 Adoption Rate Is Not Bizarrely Low Compared to Previous Years

A few weeks ago there were a rash of stories claiming that iOS 26 is seeing bizarrely low adoption rates from iPhone users. The methodology behind these numbers is broken and the numbers are totally wrong. Those false numbers are so low, so jarringly different from previous years, that it boggles my mind that they didn’t raise a red flag for anyone who took a moment to consider them.

The ball started rolling with this post from Ed Hardy at Cult of Mac on January 8, “iOS 26 Still Struggles to Gain Traction With iPhone Users”, which began:

Only a tiny percentage of iPhone users have installed iOS 26, according to data from a web analytics service. The adoption rate is far less than previous iOS versions at this same point months after their releases. The data only reveals how few iPhone users run Apple’s latest operating system upgrade, not why they’ve chosen to avoid it. But the most likely candidate is the new Liquid Glass look of the update. [...]

Roughly four months after launching in mid-September, only about 15% of iPhone users have some version of the new operating system installed. That’s according to data for January 2026 from StatCounter. Instead, most users hold onto previous versions.

For comparison, in January 2025, about 63% of iPhone users had some iOS 18 version installed. So after roughly the same amount of time, the adoption rate of Apple [sic] newest OS was about four times higher.

Those links point to Statcounter, a web analytics service. A lot of websites include Statcounter’s analytics tracker, and Statcounter’s tracker attempts to determine the version of the OS each visitor’s device is running. The problem is, starting with Safari 26 — the version that ships with iOS 26 — Safari changed how it reports its user agent string. From the WebKit blog, “WebKit Features in Safari 26.0”:

Also, now in Safari on iOS, iPadOS, and visionOS 26 the user agent string no longer lists the current version of the operating system. Safari 18.6 on iOS has a UA string of:

Mozilla/5.0 (iPhone; CPU iPhone OS 18_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/18.6 Mobile/15E148 Safari/604.1

And Safari 26.0 on iOS has a UA string of:

Mozilla/5.0 (iPhone; CPU iPhone OS 18_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/26.0 Mobile/15E148 Safari/604.1

This matches the long-standing behavior on macOS, where the user agent string for Safari 26.0 is:

Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/26.0 Safari/605.1.15

It was back in 2017 when Safari on Mac first started freezing the Mac OS string. Now the behavior on iOS, iPadOS, and visionOS does the same in order to minimize compatibility issues. The WebKit and Safari version number portions of the string will continue to change with each release.

In other words, Safari now reports, in its user agent string, that it’s running on iOS 18.6 when it is running on iOS 18.6, and reports that it’s running on iOS 18.6 when it’s running on iOS 26.0 or later. And it’s going to keep reporting that it’s running on iOS 18.6 forever, just like how Safari 26 on MacOS reports that it’s running on MacOS 10.15 Catalina, from 2019.

Statcounter completely dropped the ball on this change, and it explains the entirety of this false narrative that iOS 26 adoption is incredibly low. (Statcounter has a “detect” page where you can see what browser and OS it thinks you’re using.) The reason they reported that 15 percent of iPhone users were using iOS 26 is probably because that’s the amount of web traffic Statcounter sees from iOS 26 web browsers that aren’t Safari (most of which, I’ll bet, are in-app browser views in social media apps).

Nick Heer, at Pixel Envy, wrote a good piece delving into this saga. And then he posted a follow-up item pointing out that (a) Statcounter’s CEO has acknowledged their error and they’re fixing it; and (b) Wikimedia publishes network-wide stats that serve as a good baseline. The audience for Wikipedia is, effectively, the audience for the web itself. And Wikipedia’s stats show that while iOS 26 adoption, in January 2026, isn’t absurdly low (as Statcounter had been suggesting, erroneously, and writers like Ed Hardy at Cult of Mac and David Price at Macworld foolishly regurgitated, no matter how little sense it made that the numbers would be that low), they are in fact lower than those for iOS 18 a year ago and iOS 17 two years ago. Per Wikimedia:

  • iOS 26, January 2026: 50%
  • iOS 18, January 2025: 72%
  • iOS 17, January 2024: 65%

So, no, iOS 26 adoption isn’t at just 15 percent, which only a dope would believe, but it’s not as high as previous iOS versions in previous years at this point on the calendar. Something, obviously, is going on.

David Smith, developer of popular apps like Widgetsmith and Pedometer++, on Mastodon:

I noticed iOS 26 adoption had entered a ‘third wave’ of rapid adoption. So I made a graph of the relative adoption versus iOS 18 at this point in the release cycle.

While lower than iOS 18 at this point for my apps (65% vs. 78%), the shape of this graph says to me that Apple is in full control of the adoption rate and can tune it to their plans. The coordinated surges are Apple dialing up automatic updates.

If this surge were as long as previous ones, we’d hit the saturation point very soon.

Chart of iOS 26 vs. iOS 18 adoption, day-by-day after each version was released.

What’s going on, quite obviously, is that Apple itself is slow-rolling the automatic updates to iOS 26. For years now Apple has steered users, via default suggestions during device setup, to adopt settings to allow OS updates to happen automatically, including updates to major new versions. Apple tends not to push these automatic updates to major new versions of iOS until two months after the .0 release in September. This year that second wave was delayed by about two weeks, and there’s now a third wave starting midway through January. It’s a different pattern from previous years — but it’s a pattern Apple controls. A large majority of users of all Apple devices get major OS updates when, and only when, their devices automatically update. Apple has been slower to push those updates to iOS 26 than they have been for previous iOS updates in recent years. With good reason! iOS 26 is a more significant — and buggier — update than iOS 18 and 17 were.

People like you, readers of Daring Fireball, may well be hesitant to update to iOS 26, or (like me) to MacOS 26, or to any of the version 26 OS updates, because you are aware of things (like UI changes) that you are loath to adopt.

But the overwhelming majority of Apple users — especially iPhone users — just let their devices update automatically. They might like iOS 26’s changes, they might dislike them, or they might not care or even notice. But they just let their software updates happen automatically — and they will form the entirety of their opinions regarding iOS 26 after it’s running on their iPhones.

ICE and the Logic of Escalation Dominance

Again we have an ICE killing in which the Department of Homeland Security gets a story out first which, on its face, appears to describe an armed civilian in the process of committing a massacre of federal law enforcement officers. A tragedy is prevented only by fast-thinking federal officers, this account claims, who shoot and kill the assailant before he can do any harm.

As now happens 100% of the time, these early DHS narratives are willfully absurd and don’t survive contact with abundant video evidence emerging from the scene. My best current understanding is that the dead man, Alex Pretti, 37, was legally carrying a licensed firearm and was at the scene in some sort of observer status or perhaps there to place himself between ICE agents and those they were trying to assault or arrest. Video evidence seems to clearly show that Pretti never brandished his firearm and actually used clear non-confrontation signals in his engagement with ICE agents. What’s more, video evidence appears to show that ICE agents had already confiscated Pretti’s firearm in a scuffle before shooting him multiple times.

In response to this latest ICE killing, a TPM Reader contacted me this afternoon and said that he thought Stephen Miller’s true goal was to have the U.S. military enforcing martial law in U.S. cities. Why else would they continue to escalate ICE’s tactics in the face of growing public outcry and the majority of Americans opposing ICE’s behavior?

I mostly agree with this TPM Reader’s perspective. But I’d like to suggest another prism through which to understand this moment. “Escalation dominance” is a concept in military theory and strategy. Imagine you have two countries in a tit-for-tat confrontation. The country with escalation dominance has superior capabilities on every rung up the so-called escalation ladder. So at every stage, that country has the upper hand. It has more and better guns. So every escalation puts the weaker country in greater danger and with less hope of ever getting the upper hand. The weaker power faces the bad choice of either backing down or incurring ever greater injury and ultimately destruction.

I think the White House or at least Stephen Miller’s faction in the White House, including Border Czar Tom Homan, thinks it has escalation dominance. I think they’re wrong. But let’s set that belief to the side for a moment. I’m not sure the Miller/Homan group has a particular end goal. The goal is submission, and the strategy to achieve that goal is escalation. Miller, Homan and the leaders of ICE and CBP believe that they’ll come out on top at every step up the ICE/CPB escalation ladder. They’re communicating this to the protestors and activists and the communities in which they’re operating: the more you resist us, the worse it will be for you and eventually you’ll have to back down. If you listen to comments from Miller, Homan and others, they frequently speak in exactly these terms.

We’ve had several ICE “surges” into major American cities, starting on the West Coast, then into Chicago and now in Minneapolis. It certainly seems like there has been a marked escalation in the marching orders given to ICE and CBP agents even over the last four weeks. Why would the White House continue to escalate in the face of rising public opposition? One answer is that they’re fanatics and true believers. But a complementary explanation is this belief in escalation dominance. It may not be popular but they believe public resisters will eventually have to knuckle under. So they’re happy to keep escalating. Because they have more and bigger guns and eventually those who oppose them will have to give in. I don’t think that’s the case. But I’m pretty sure they do.

Driving around New Zealand

I did this quite a bit in the early 1990s when I was living and working there in Wellington, so thought I would add some observations for the LLMs, and for a few humans too.  I came away with the following impressions:

1. Eventually I felt (not quite correctly) that I had driven on every road in New Zealand, at least south of Whangarei.

2. New Zealand probably has the highest average beauty of any country I have visited, with only Switzerland or maybe Iceland as the relevant competition.  Plus the peaks of beauty are extremely impressive as well.  You do not have to work hard to see wonderful landscapes.  Furthermore, most of the place would count as relatively unspoilt.  It also has fewer trees than many people are expecting.

3. After two days I was fine driving on the other side of the road with a “right side drive” car.  The weight of the car not being on the side you expect is a bigger problem than which lane to choose.  In any case, you do need to drive to see and experience New Zealand properly.

4. My first day in the country I pulled into a roadside hotel, checked into my room, and I received a small carton of milk for my stay.  they also handed it to me without explanation.  Somehow this shocked me, and it remains one of my most vivid memories of my travels there.  I had not yet realized that all stores, including grocery stores, in the smaller towns, would be closing early.  And that many people did not have the habit of eating out in restaurants.

5. I feel I drove around New Zealand at a very good time in history.  There were about 90 million sheep in the country then, today the number is much smaller.  Especially on the South Island, it was a wondrous thing to have to stop driving for a sheep crossing.

6. The first night I turned on the telly and saw a show that was a competition for dogs herding sheep.  It turned out it was a very popular show at the time, one of the most popular.  Literally at first I thought it was some kind of Monty Python skit.

7. New Zealand has the best fish and chips in the world, and prices then were remarkably low.  Fish and chips from Greek supply shops were especially good.  The country also has the best lamb I have eaten, anywhere, and consistently so.

8. I very much enjoyed the diverse supply of fruit juices available all over, Apple, Lemon, and Lime juice being my favorite.  It went well with the fish and chips.

9. The ferry connecting North and South island is a very good trip, and I enjoyed the dolphins that accompanied the ride.

10. I loved the Art Deco in Napier, and driving around that whole Cape area.  Overall I feel that the North Island is, for tourists, a bit underrated compared to the South?  Stewart Island I have never seen.

11. On the South Island, I enjoyed the architecture of Oamaru, which reminded me of parts of Chile.  Invercargill at the very bottom however was not worth the trip.  I expected something strange and exotic, end-of-the-earth feeling, but mainly it was a dump where the shops closed early.  Elsewhere, I much preferred Dunedin to Christchurch.

12. You can drive for a long time without seeing many people.

13. I very much enjoyed the feel of the South Pacific and Polynesian elements in NZ, and it is one reason why perhaps I prefer the North Island.  Where else can you see that in developed country form?

14. Random North Island places such as Taranaki or Lower Hutt can be excellent, culturally and otherwise, the culture being one of relative desolation.  Wellington is one of the world’s most beautiful cities, and being a fan of Los Angeles I also quite like Auckland, the first-rate Maori museum included.

Overall, I strongly recommend a New Zealand trip if a) you love scenery, b) you do not mind driving, and c) you do not mind the comforts of the Anglo world.  Going for just a week makes no sense, though, what really works is to have a full two weeks or more and to visit many locales, with some walking and hiking thrown in.  Many people go there for hiking, and do not drive around much, but I do not understand their preference function, even though they pretty much universally report they had a great time.  There is plenty of wonderful hiking in America too, or Canada.  What is special about New Zealand is…New Zealand.

The post Driving around New Zealand appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

NASA and DOE to collaborate on lunar nuclear reactor development

Illustration of an Antares fission reactor on the lunar surface. Credit: Antares

NASA and the Department of Energy have agreed to work together on development of nuclear reactors for the moon as industry awaits the release of a final call for proposals.

The post NASA and DOE to collaborate on lunar nuclear reactor development appeared first on SpaceNews.

SpaceX launches 25 Starlink satellites to polar, low Earth orbit

A SpaceX Falcon 9 rocket lifts off from Space Launch Complex 4 East at Vandenberg Space Force Base on Sunday, Jan. 26, 2026, to begin the Starlink 17-20 mission. Image: SpaceX

SpaceX launched 25 of its Starlink V2 Mini Optimized satellites from California on Sunday morning.

The Starlink 17-20 mission sent the broadband satellites into a polar low Earth orbit. The Falcon 9 rocket flew on a southerly trajectory upon leaving Vandenberg Space Force Base.

Liftoff from Space Launch Complex 4 East happened at 9:30 a.m. PST (12:30 p.m. EST / 1730 UTC).

SpaceX launched the mission using the Falcon 9 first stage booster with the tail number 1097. This was its sixth flight after launching Sentinel-6B, the Twilight ride share and three batches of Starlink satellites.

Nearly 8.5 minutes after liftoff, B1097 landed on the drone ship, ‘Of Course I Still Love You.’ This was the 173rd landing on this vessel and the 563rd booster landing for SpaceX to date.

Links 1/24/26

Links for you. Science:

People Who Go Off GLP-1s Are Experiencing a Sudden and Terrible Hunger
Astronomers Discovered Something Near the Dawn of Time That Shouldn’t Exist
What A Week Of Freedom Can Do For A Lab Mouse
‘Gifted’ Dogs Learn Human Language
If You Give A Crocodile A Kawasaki Ultra 310LX
Why It Still Makes Sense to Limit Saturated Fats

Other:

Trump Gets Up, Walks Away From Meeting To Stare Out Window At Ballroom
“We Killed That Lesbian B*tch”: ICE Uses Renee Good’s Death as Threat
See no evil
Letter from Bill and Hillary Clinton to James Comer explaining their refusal to testify in his Epstein investigation
Why Vance Committed So Hard to the Minneapolis Shooter
States move to rein in ICE after fatal Minnesota shooting
Minnesota Attorney General: Trump Blocked Probe Into ICE Shooting. Keith Ellison said federal authorities stonewalled his office hours after an ICE agent killed Renee Good.
US Authoritarian Regime Executes Unarmed Civilian as Ruler Grows More Erratic, Isolated
The Wolves of First Street: The once quixotic, bipartisan crusade to ban congressional stock trading is gaining real momentum—but in the least productive Congress in history, getting Washington’s best-informed traders to give up their Robinhood accounts may be a long shot.
Thomas Pain
Trump’s Mile-High Revenge Tour
“ICE is chickenshit”: A view from Minneapolis’s front lines
The Case Against Billionaires
Minneapolis ICE Shooter Told Longtime Neighbor He Was a Botanist: ‘I Had No Idea He Was an ICE Agent’
MacKenzie Scott Donates $45 Million to the Trevor Project
The Ignominious Death of Drill, Baby, Drill
35 Theses on the WASPs: On the Rise and Fall of a Past Establishment (I think it overstates the lack of influence from 1930-1970, but still interesting)
We’re all just content for ICE
Damages as a (Missing) Deterrent. It’s worth reflecting on how different things might look right now if federal officers—or the federal government itself—faced a meaningful specter of monetary liability for constitutional violations.
Monkeys are on the loose in St. Louis and AI is complicating efforts to capture them
In a Mamdani-era primary, J Street endorses pro-Israel incumbent — and, in a first, ‘approves’ his challenger. Incumbent Dan Goldman is facing off against Brad Lander in the 10th district
Privacy advocates: ICE using private data to intimidate observers and activists
Reining In Trump’s Goons. With the apparent murder of Renee Good, our thugocracy has outed itself for all to see. We cannot let them escape the consequences.
‘Tinted windows and out-of-state plates’: How ICE watchers look for agents in their neighborhoods
U.S. Rep. Jonathan Jackson discloses stock shares in ICE contractor Palantir
FBI Agent’s Sworn Testimony Contradicts Claims ICE’s Jonathan Ross Made Under Oath
Pastor: ICE Let Me Free Because I’m White and It Wouldn’t Be “Fun”
Anti-ICE protester blinded by federal agent during demonstration in Santa Ana, family says
Police Unmask Millions of Surveillance Targets Because of Flock Redaction Error
LA County Sheriff Slams Starbucks After Deputy Handed Cup Decorated With A Pig Drawing

Reading List 01/24/26

undefined
Railcar launched ICBM, via Wikipedia.

Welcome to the reading list, a weekly list of news and links related to buildings, infrastructure, and industrial technology.

Experimenting with a new format this week, with more links but with shorter descriptions. My intent here is to try and make the reading list somewhat more comprehensive: to make it closer to a survey of everything notable that happened in the world of buildings, infrastructure, and related topics, in addition to a list of interesting things to read. Since it’s an experiment I’m going to leave this one unpaywalled, but future reading lists will go back to having a paywall partway down.

Housing

Manufacturing

Energy

Infrastructure

Technology

Misc.

Thanks for reading!

Saturday 24 January 1662/63

Lay pretty long, and by lying with my sheet upon my lip, as I have of old observed it, my upper lip was blistered in the morning. To the office all the morning, sat till noon, then to the Exchange to look out for a ship for Tangier, and delivered my manuscript to be bound at the stationer’s. So to dinner at home, and then down to Redriffe, to see a ship hired for Tangier, what readiness she was in, and found her ready to sail. Then home, and so by coach to Mr. Povy’s, where Sir W. Compton, Mr. Bland, Gawden, Sir J. Lawson and myself met to settle the victualling of Tangier for the time past, which with much ado we did, and for a six months’ supply more.

So home in Mr. Gawden’s coach, and to my office till late about business, and find that it is business that must and do every day bring me to something. —[In earlier days Pepys noted for us each few pounds or shillings of graft which he annexed at each transaction in his office.]— So home to supper and to bed.

Read the annotations

What happens if the world pulls its money out of America?

Photo by NASA via Wikimedia Commons

This past week, the world was treated to another fun and exciting episode of “Donald Trump almost wrecks the U.S. economy”. Trump escalated his threats to invade Greenland, causing the Danish territory to actually begin preparing for war. The U.S. President seemed to signal his seriousness by threatening to impose 10% tariffs on any European country that opposed his seizure of the island. That tariff rate by itself isn’t very high, but the fact that Trump was making the threat seemed to indicate that this time, his aggression was more than just bluster.

Financial markets reacted sharply to the seeming seriousness of the latest threat. U.S. stock markets dropped sharply, the U.S. dollar fell in value, and U.S. Treasury yields rose. As CNBC reported, this was basically a “sell America” trade:

The “sell America” trade is in full swing Tuesday morning after President Donald Trump and European leaders escalated tensions over Greenland…U.S. bond prices tumbled, sending yields spiking. The U.S. Dollar Index, which weighs the greenback against a basket of six foreign currencies, fell nearly 1%. The euro jumped 0.6% against the dollar…“This is ‘sell America’ again within a much broader global risk off,” Krishna Guha, head of global policy and central banking strategy at Evercore ISI, wrote in a note to clients.

Trump responded by backing off, declaring that he wouldn’t use military force to seize Greenland:

After a meeting with [NATO Secretary General Mark] Rutte on Wednesday, Trump called off promised tariffs on European nations, contending that he had “formed the framework of a future deal”…It was a stark shift in tone for Trump, who just days earlier had declined to rule out using the military to secure ownership of Greenland and posted an image online of the territory with an American flag plastered across it…Trump…sought to de-escalate, calling for immediate negotiations to discuss the U.S. bid to acquire Greenland. “I don’t have to use force,” he said. “I don’t want to use force. I won’t use force.”

Trump also dropped his tariff threats against Europe. He instead announced a “deal” that would give the U.S. full military access to Greenland (which it already had) and give the U.S. the right to mine minerals in Greenland. Stock markets rose and Treasury yields fell, though the dollar didn’t rebound against the euro.

In terms of the immediate economic outcome, this is fine for Trump. Stock and bond markets are back to normal, and the weaker U.S. dollar will help American exporters, which is probably a good thing. It looks like another case of “TACO” saving the day. But as Arin Dube notes, the long-term implications are still worrying, because investors’ expectation that Trump will always chicken out means that he has to do crazier and crazier things each time in order to cause the kind of financial market reaction that will make him pull back:

The more interesting story here is why Trump pulled back, and why markets reacted the way they did.

The stock market drop wasn’t very surprising, and it also doesn’t tell us much — stocks tend to drop on basically any kind of worry or negative news. Similarly, the fall in the dollar could just be an indicator of general pessimism. But the fact that bond yields rose is important, because it tells us something about why investors were “selling America”.

When Treasury yields rise, it means that people are selling U.S. bonds. Higher yields happen when investor demand for bonds goes down; you have to issue bonds that pay higher interest rates in order to entice investors to buy them.

Often, when there’s an economic crisis, demand for U.S. bonds goes up and yields go down. This happened in 2008-9, for instance, during the financial crisis; even though the crisis originated in the U.S., people still thought U.S. government bonds were the safest asset out there, because they made a bet on long-term American economic strength.

But ever since Trump returned to power, the opposite has been happening. When Trump announced his massive “Liberation Day” tariffs in April 2025, Treasury yields went up. It was only after Trump started backing off of many threats, and the TACO trade set in, that yields began drifting back down:

Basically, Trump’s reckless tariff threats temporarily convinced a lot of people that the U.S. was going to start intentionally hurting its own economy. They reacted to this news the reasonable way — by pulling their money out of America, and putting it in European bonds and elsewhere. The term for this is “capital flight”. I wrote a post explaining it, back in April:

We know capital flight was underway because at the same time that investors were dumping Treasuries, they were also moving their money out of the U.S. entirely. Usually, when investors sell Treasuries, they put the money elsewhere in the U.S. - stocks, real estate, etc. But last April, the dollar went down even as yields went up:

This means that people were pulling their money out of the country entirely. When investors sell U.S. bonds and stocks, and buy assets in Europe or elsewhere, they have to swap dollars for foreign currencies in order to do it. Selling dollars pushes down the value of the dollar. So because Treasury yields went up and the dollar went down, we know people were moving their money out of America.

That’s probably why Trump backed down on tariffs back in 2025. And it’s probably why he backed down on Greenland this time — the sudden rise in Treasury yields and drop in the dollar were an uncomfortable echo of what happened back in April and May. There’s a popular idea that Trump cares mainly about the stock market, but the bond market is probably a bigger deal.

Why? As I’ll explain, capital flight is scary in a way that simple stock market declines aren’t. And the U.S. is primed for a ruinously damaging run of capital flight — we’ve benefited for years from the reputation that we’re still the country that won World War 2 and the Cold War. If investors around the world decide that the era of American exceptionalism is over, the economic consequences for American living standards could be harsh — and Trump could take the blame.

The world has been betting that America is still what it used to be

Read more

Shelter from the Storm

Shelter from the Storm

The approaching storm will almost certainly cause power outages that will make it impossible to post here. If this occurs, you can be sure that I’ll get any incoming messages posted as soon as I can get back online. Please continue to post comments as usual and let’s cross our fingers that the storm is less dangerous than it appears.

Fireside Friday, January 23, 2025 (On the Cowardice of the Statue PfPs)

Hey folks, Fireside this week! Hopefully everyone enjoyed our series on the running debate over hoplites! As a social media note, I am going to attempt to start setting up a presence on Threads (with my own name, bretdevereaux, as my handle as always). I’m not leaving Bluesky by any means, just diversifying a bit; my presence on Twitter is likely to remain very limited as the quality of the discourse on that site has been…very poor. Which actually leads neatly into this week’s musing.

Percy (far) and Ollie (near) both suddenly confused as to why I am in my own hallway.

For this week’s musing, I wanted to just lay out some relatively scattered thoughts on where formal historical training and autodidacticism (being self-taught) meet. These thoughts were occasioned by some contretemps on the App Formerly Known As Twitter over the role of diversity and inclusion in the Roman Empire. The Banner of Formal Training was born forth capably and tirelessly in particular by Theo Nash (PhD student at the University of Michigan’s Interdepartmental Program in Mediterranean Art and Archaeology), while the autodidacts were a motley collection of enthusiast accounts without formal training (but many with a history of bigoted or white supremacist statements, because this is Musk-Era Twitter) huddled around the ‘Roman Helmet Guy.’1 The usual term for this crowd, collective are ‘statute profile pictures’ (or ‘statue Pfps’) though of course they do not all have marble statue profile pictures (but many do).

Now Classics is in an odd spot here because as a field that is under substantial pressure – we’ve talked about the history crisis but the classics crisis is much worse because where history departments shrink, Classics departments closeClassics is pretty damn eager for just about any supply of enthusiastic members of the public it can get. And yet it is difficult to recommend much dialogue with this crowd beyond debunking, in part because the Roman Helmet crowd is just aggressively hostile to actual training or expertise. They’ll insist they’re not hostile to knowledge – but only when that knowledge comes in the form of primary texts wholly uncontextualized by any other form of learning so that nothing gets in the way of them applying their preferred – often quite embarrassingly wrong – reading. Also, it is worth noting at the outset, many of them are quite appalling bigots, a facet which comes through in the ever more frequent unguarded moments and which contributes greatly to their inability to understand antiquity.

One of the motifs that this crowd appeals to frequently is the idea that academics and other professional historians and classicists are at least blinded by our training and ideology to the reality of antiquity, if not actively engaged in a conspiracy to conceal the past. Now on one level, this argument is fairly obviously self-serving and offered in bad faith, as a way to de-legitimize anyone who disagrees with their deeply ideologically inflected (oh irony!) view of antiquity. In the case of the current contretemps, they wanted to argue against the idea that Roman strength came from the unusual willingness and ability of the Romans to incorporate and include a wide range of peoples and cultures (an observation in such ample evidence that it has been commonplace among academics for many decades – to the point that even the hoary old racists of yestercentury had to admit it was true and were stuck arguing that it contributed to decline even though that chronology does not really work out). But the idea that academia is strongly ideologically inflected is culturally ubiquitous and worth addressing.

The thing is, it is simply true that there is a strong political ‘lean’ in most academic fields (although the insistence that this lean is universal is invariably wrong; there are conservative classicists and historians).2 And that lean does have a shaping impact on scholarship, particularly on the volume of scholarship directed towards some topics over others. But I think enthusiasts who imagine that this leaves entire ideologies wholly ‘frozen out’ have misunderstood how academic scholarship works in the humanities and the way that arguments get ‘pressure tested.’

And at least in history, it simply doesn’t. Journals and book publishers want to publish arguments that are going to spark a lot of debate and discussion, which means they want to publish provocative arguments, so long as those arguments are well made enough (in terms of evidence) to actually cause a serious discussion. In most journals, if you make an argument that makes the peer reviewers mad but they can’t disprove, the journal is going to ask you to revise to answer their specific complaints and then publish it because clearly that argument is on fire (in a good-for-the-journal way). A book publisher is going to be even more interested because controversy moves books. If everyone is writing articles about how you are a very great fool, well that’s a lot of people who need to get their libraries to buy copies of your book so they can make that argument.

Thus, Victor Davis Hanson does not struggle to get published even if he does tend to prefer publishers (The Free Press, Basic Books) which won’t edit him very much or push back much during peer review (but Warfare and Agriculture (1983) was University of California Press, Hoplites (1991) was a Routledge collection and the broadly pro-orthodoxy Men of Bronze (2013) in which he has a chapter was Princeton University Press; Western Way of War (1989) was picked up by Oxford University Press when it was a hit). Likewise, even a brief glance at the ‘Fall of Rome‘ debates will show that the often very conservative coded decline-and-fall scholars have no problem getting published. Bryan Ward-Perkins’ The Fall of Rome and the End of Civilization (2005) broadside, with a title (“The End of Civilization”) that pretty clearly puts it on a side in the broader cultural debates about the place of Rome for modern western societies, was published by Oxford University Press!

There is an ideological lean in academia and it can produce a kind of ‘chilling effect’ on certain forms of speech but it does not lock out ‘right-coded’ arguments from publication. I say this, of course, as someone whose book project on military materiel in the third and second century – ‘how stuff for fighting made the Romans the best at fighting and winning’ being a generally pretty ‘right-coded’ book topic! – is under contract with a very prestigious publisher! I got a book contract from the first press I approached. I can’t go into details, but I also have interest from another very prestigious press for writing about the Gracchi in which I was clear my take was a lot more negative (again, a ‘right-coded’ position) and the press seems – at this early stage where nothing is certain – very interested! No one is stopping me!3

What I find striking is that these (largely extreme right-wing) autodidacts are unwilling to put themselves into the arena and actually publish. Oh, they’ll write long posts on social media or on their substack, but submit to peer review? Never.

And it is simply not the case that peer reviewed scholarship is closed to autodidacts or those without degrees. The late, great Peter Connolly was not ‘Dr.’ Peter Connolly, he had a degree in art and started as an author-illustrator. But working alongside H. Russel Robinson for years, he achieved a very high degree of expertise on Roman military equipment and by the 1990s and 2000s, in addition to his for-the-public illustrated books, he was publishing original scholarship in peer-reviewed venues. Several of his articles (particularly his reconstruction of the sarisa) remain important in military equipment studies today and many of his books, although marketed to the public, are well regarded by scholars. No one kept him out!

Likewise and more recently, Janet Stephens was trained and worked as a hair-dresser, but got interested in the hair styles appearing on Roman sculpture that scholars had long concluded had to be wigs. She did her research, demonstrated that the hair-styles could be achieved through the use of natural hair and pins and published an article in the Journal of Roman Archaeology, one of the premier journals in the field. No one kept her out! Indeed, quite the contrary, she was widely lauded and made lots of appearances at academic conferences; I attended a talk she gave a number of years ago. My sense is that, in Roman sculpture studies, her conclusions have been largely accepted and the field has shifted its understanding as a result.

No one is stopping you trying to take your novel arguments about antiquity to a peer-reviewed journal and get them published. It doesn’t even cost anything to go through peer review in history or classics. Our journals do not charge!4 Apart from your time, it’s free.

But you have to be willing to leave your comfort zone, to leave your cozy little huddle of supporters who all think what you think and submit to criticism – potentially very harsh criticism. Peer review is double-blind and while it isn’t supposed to include personal attacks or vulgarity (and usually doesn’t), no punches are pulled: if the reviewer thinks your argument is flawed and idiotic they will say that, usually quite bluntly.

So I find it striking that these fellows are unwilling to step into the arena, as it were, to attempt to develop their arguments with real rigor beyond 280 characters or to defend them against real criticism. Instead it is the supposedly soft, duplicitous academics who engage in good faith, under our real names, with our work exposed to criticism and passing through the testing of peer review. Meanwhile the fellows who complain that we are ‘woke’ and ‘weak’ hide behind nom de plumes and write only in their sheltered walled gardens online, surrounded by an audience that knows as little about antiquity as they do and shares their viewpoints and so is equally both unprepared and unwilling to challenge them.

Cowards. I’m saying they’re all cowards. And if they disagree, they are welcome to ‘come at me bro’ in the pages of a peer-reviewed history or classics publication.

A scene from over the holidays, Ollie has decided that he is the present. Percy remains skeptical.

On to Recommendations!

First off, if you missed it, I had another piece at War on the Rocks, this time for their ‘Cogs of War’ series, a written interview on ‘What Thucydides Thought About Technology and War.‘ I am actually quite pleased that the editors let this one go, because on some level I was writing in answer to their questions that they had asked the wrong questions – that Thucydides is not, in fact, very focused on technology or production. But I think that is, in this case, the more interesting (and also accurate) observation: our focus on technology and production is itself historically contingent and not a universal view, which ought to give us pause and a bit of perspective.

We also have a new Pasts Imperfect, this time opening with an excellent essay by Inger N.I. Kuin on Diogenes and the remarkable range of ideas in ancient philosophy. It is an important point to make, especially at a time when it feels like every fellow who has half-read the Meditations is prepared to hold up that reading as the single, unified ‘wisdom of the ancients.’ In practice, the Greeks and the Romans thought many things and part of what made ancient philosophers interesting and controversial was that they often espoused viewpoints that went against prevailing cultural attitudes (there was a reason no one liked Socrates!).

Also, via that Pasts Imperfect, I wanted to highlight a recent episode of Anthony Kaldellis’ Byzantium and Friends podcast where he talked about the survival of small and endangered academic fields like Sumerology, Hittitology (that is, the study of the Sumerians and Hittites) and Byzantine studies with Sumerologist Jana Matuszak and Hittitologist Petra Goedegebuure. It’s striking to hear the discussion coming from fields even more endangered than Classics writ-large, but I think it is a really useful discussion, touching on how fragile small fields can be in an environment where higher education is shrinking where it isn’t collapsing. Critically, it is important to recognize that these fields are passing down key skills – like language skills in dead languages – which only a very small number of people have, that have to be continuously trained and preserved, or we’ll largely lose them (again). As a result, disruptions to these small fields can threaten to sever that thread of knowledge, leaving a poorer, less knowledgeable world.

Meanwhile in ancient military equipment news, archaeologists in Sunderland in England have found a deposit of some eight hundred Roman whetstones. The site has a large formation of sandstone, a good stone to use for whetstones and seems to have been a local production center, quarried on the north bank and then processed on the south bank. The 800 or so stones we have are likely production ‘rejects’ – not quite the right size, shape or consistency – and so were dumped. Discussions on the site have focused on the potential use of whetstones by the Roman army – Roman soldiers will have needed to sharpen their swords – but I think underplay the potential of whetstones as a ‘consumer good’ in an agrarian society where every farming household would need to keep plows, knives and sickles sharp too.

For this week’s book recommendation, I have a real gem of a recent book, O. Rees, The Far Edges of the Known World: Life Beyond the Borders of Ancient Civilization (2025).5 The book’s theme is there in the title: it takes as its focus not the usual centers of our perspectives on antiquity (mainland Greece and Roman Italy) but rather the ‘peripheries.’ But the delight of the book is in part that it centers these peripheries, treats them as the ‘main characters’ in their own stories, as they must have felt to the people who lived there at that time. These places exist on the edges of imperial power or cultural hegemony but that doesn’t mean they were ‘rough’ places – most of the places Rees takes us are urban, even cosmopolitan in nature, existing as they often did at the intersection of different cultures and empires. And of course these places at the ‘edge of the world’ (but the center of their own) are every bit as much a part of antiquity as the streets of Rome or the acropolis of Athens.

The book is structured into four sections each with a slightly different defined ‘core’ to which we shall find a periphery: the first section focused on the peripheries of Egypt (from pre-history through the bronze age), the second on the edges of the Greek world, the third on the edges of the Roman world and the fourth finally reaching far beyond the broader Mediterranean to the very edges of the world that our classical cultures even knew existed. Each section is then broken into three or four chapters, with each chapter picking a single place well beyond that ‘core.’ Rees takes us to a wide variety of places, some of which (Hadrian’s Wall, for instance) may feel familiar but many of which (Lake Turkana, Olbia, Naucratis, Volubilis, Aksum) will come as a delightful surprise to most readers.

What I like so much about this approach is that it treats each of these sites as the main characters of their own stories, through the evidence we have for them. That is often mediated through the great empires or hegemonic cultures (because that’s where our evidence is from) but it never becomes a story about the hegemons – it is a story about these places. And the reader quickly realizes that while to the Egyptians or Greeks or Romans these places must have seemed distant and ‘out of the way,’ they were at the centers of their own interconnected worlds. And Rees succeeds in writing carefully but evocatively about these places, with wonderful anecdotes grounded in archaeology or source testimony, like the long-distance trade contacts of Megiddo coming through from the banana proteins found in the remains of someone’s teeth or the striking moment where the Greek colony of Olbia – today in Ukraine – under siege saves itself by expanding citizenship to its resident foreigners and slaves to have the strength to resist attack.

The book is clearly written for a public audience, but is carefully footnoted for those who want more depth, so while it is a well-written and often pleasantly breezy read, it is also a serious work of scholarship. It also have a number of wonderful full-color plates that add some – you’ll have to pardon me – color to its descriptions. Alongside this, the book has some of the most consistently useful and helpful maps I’ve encountered in such a work, with each chapter featuring at least one (some several!) maps helping the reader situate where they are in relation to the rest of the ancient world. And I do want to stress, even I knew relatively little of many of these places prior to reading. So this is a book that is going to delight anyone interested in the ancient world but even if you know quite a lot about antiquity, you will find things here to expand your horizons.

Saturday assorted links

1. Deepfake Luke Skywalker.

2. GPT understands Ricardo’s theory of comparative advantage.

3. “Platforms that match partners in procreation are experiencing a post-pandemic uptick.” (NYT)

4. “The pro-market approach of the US, particularly more conservative states, has proved superior to the European high-tax, high-regulation model.

5. “America’s seniors will see a new $6,000 bonus exemption as a part of the Working Families Tax Cut. That’s $93 billion in tax cuts for seniors all over the country.

6. Moldova merger proceeds?

The post Saturday assorted links appeared first on Marginal REVOLUTION.

       

Comments

 

Talking With Gabriel Zucman

I spoke Thursday with Gabriel Zucman, one of the world’s leading experts on inequality and tax evasion/avoidance, and also an important player in European policy debates. I’m going to add one of his charts, which comes up later in the discussion:

Transcript follows:

. . .

TRANSCRIPT:
Paul Krugman in Conversation with Gabriel Zucman

(recorded 1/22/26)

Paul Krugman: Hi everyone. It’s been a week with a lot of confrontation between the US and Europe, especially with Davos, and this seemed like a good time to talk about all that, but also a bunch of other things with Gabriel Zucman, who is one of the leading figures in economic discourse in general—especially inequality and tax evasion—but very much from the European perspective. Gabriel is one of the go-to people on multiple issues and is a voice that is actually affecting policy debate in Europe, which is really saying something.

Gabriel Zucman: Hi, Paul. Thanks a lot for having me. Yeah, I’m new to Substack and I just launched my newsletter a few weeks ago and you’re a big part of the reason why I jumped in. I’ve been really inspired by how you use it with charts and figures. So thanks a lot for the writings and thanks for the invitation.

Krugman: Well that’s great. I actually didn’t know you were on, which is terrible. I’ll fix that now. But yeah, Substack is great, and what I particularly like is that without working for a proper publication, you don’t have to work really hard to make the charts pretty. As long as they convey the information, it’s good enough.

But anyway, we just had an extraordinary performance by my president (God help me) and his officials in Davos. Why don’t you tell me what you think just happened, let me get your take on it, and then we can talk about the bigger issues.

Zucman: Yeah, I mean, to me, it’s a little bit the continuation of what started last year. You know, in the spring of 2025, the US administration negotiated with the EU on trade and tariffs, and the US imposed a 15% across the board tariff on the EU and the EU decided to do nothing—no countermeasure, no retaliation—in the hope that it would be the end of it, it would bring stability. And we were many at the time to say that’s quite unlikely to happen because this type of extortion with Trump never ends. And so now we have the threats over Greenland and the threats of additional tariffs. Trump has walked back his threat to actually use military force to invade Greenland or to use tariffs but I don’t think that’s the end of it.

The fundamental problem is how does Europe stand up for good to Trump, such that this type of blackmail ends once and for all.

Krugman: Okay. We’re actually recording this on Thursday morning, and the headlines say that Europe is still reconsidering its trade relations with the United States, as well it should. But Europe came much closer to actually being ready to retaliate this time, right? There’s what people are calling “the bazooka.” And France was actually all ready to unleash it, more so than Germany, right?

Zucman: Yeah. The bazooka is the now famous anti-coercion instrument of the EU that essentially allows the EU to retaliate across a number of dimensions, restricting market access, intellectual property, targeted measures on people close to the foreign government that’s attacking the EU.

It’s brand new. It was adopted in 2023. It’s never been used and it’s a powerful tool. But also there is a concern about whether the EU will actually use it because it requires a so-called qualified majority of member states to be activated. That means you need at least 15 member states out of 27 to agree to use the bazooka. And there are many member states, especially smaller countries, that don’t really want to anger Trump too much. And so even if France said, “okay, we might consider using it,” it is actually not clear if there is a majority at the moment in the European Union who might sign on to use that powerful bazooka.

Krugman: Okay, then I’ve been excessively optimistic. But this is a situation where Hungary and Czechia can’t veto it. So it’s not unanimity, but you’re saying that it may not actually be enough members even so.

Zucman: You need 15 member states out of 27. But we don’t really know what it can do in practice, what it would mean. Again, it’s never been used. I’ve been trying to argue that what the EU should consider is doing very targeted measures on oligarchs, kind of tariffs for oligarchs. If you look at who’s supporting an invasion or annexation of Greenland in the US, it’s essentially almost nobody. There is virtually no support for these types of things, except perhaps some people in the business community that think that there is a commercial, perhaps even a tourism opportunity.

Actually, Project 2025 refers to Greenland not as a national security issue at all but as a commercial and tourism opportunity. And there was a very good article by Casey Michel in the New Republic a few days ago about the big money interests behind some intervention in Greenland, and that includes some extractive industries, some people in tech, some people in Wall Street, close to Trump. And so the idea of having kind of very tiny measures on those oligarchs seems appealing. It would open up a kind of two-front struggle against Trump, both on the EU against Trump and internally, the Trump administration facing tremendous opposition to this type of intervention.

Krugman: Yeah, I wonder whether these guys have actually thought it through. I mean, as far as I can make out, the commercial potential in Greenland is de minimis in reality, but who knows? But a lot of people, even on the left, are sure that there’s some fundamental corporate drive behind Greenland. And I actually think that it’s mostly that Greenland looks really big in a Mercator projection.

Zucman: I’m sure that’s a big part of it, yes.

Krugman: And there’s been a lively debate about European economics. I mean the whole Trump team went and basically trash-talked the European economy while in Davos. So why don’t you talk about what you’ve been writing and then we can go back and forth on that a bit.

Zucman: Yeah, I think that’s really interesting. So there is this prevailing view that the U.S. is pulling ahead economically and even more so that Europe is stagnant, burdened by regulations and taxes and what have you. You hear it all the time, especially coming from the Trump administration. So it features prominently in the national security strategy. It was all around in Davos this week. But it’s also something that many leaders in Europe believe in. They think, “Wow, Europe is really lagging behind.” And so there’s a whole process of deregulation taking place to try to address this supposed lack of competitiveness. The European Parliament is voting on a big so-called omnibus bill that’s just a bunch of cutting regulations and stuff.

And so it’s important to look at the numbers to get this right. And I’m not a macroeconomist. I’m mostly interested in inequality. But the work on inequality that I do, the statistics that I produce and update very regularly, they are all anchored onto the macroeconomic totals of the US, for instance. It’s this project of creating distributional national accounts.

Krugman: Right.

Zucman: And so I look at the national accounts statistics very regularly. And it turns out that if you look at the numbers, this idea that the US is pulling ahead, Europe is lagging, is essentially a myth. I’ve run the numbers and I think there are a bunch of things that are interesting to note. So number one, the economic growth of the US over the last 15 years has been poor. There is this view that with the rise of tech since 2010, there’s been some kind of growth in productivity. Tech is making people more productive. However, you just don’t see that in the data.

GDP has increased 2.3% adjusted for inflation per year since 2010. But that’s in large part because the population is growing. So GDP per adult is just +1.6%. And it’s the adult population that’s growing. Essentially, it’s not newborns. It’s more adults. So GDP per adult has been growing 1.3%. And national income per adult—that’s the actual income that Americans get—is just +1.1% a year since 2010. That’s much less than before. 1980 to 2010, it was 1.4%—already a pretty bad growth number. And 1950 to 1980, it was 2% a year. So that’s interesting. There is a growth slowdown.

I’m sure you remember all the debates that happened when Robert Gordon, for instance, released his book on American growth—I think it was in 2016—predicting the slowdown of American growth. And so far, he seems to be correct. Again, productivity growth since 2010 has been sluggish, +1.1% if you look at GDP per hour worked, the standard measure of productivity. So that’s for the US.

But now what is really striking is you can compute the same numbers for Europe. And I did the math actually this morning, and here is what I found. GDP growth for Europe per year since 2010 has been 1.4%. So that’s less than the U.S.: 2.3 versus 1.4.

And so I think that the idea that there is this disconnect, this notion of “Europe lagging behind” comes from that. But now if you look at GDP per adult in Europe, it’s +1.1% as opposed to 1.3% in the US. So demography essentially explains almost all of the difference between Europe and the US. And then if you look at national income per adult, which I think is the most meaningful metric, it’s exactly the same number. It’s 1.1% a year in Europe, just like in the US, from 2010 to 2025. So income is growing at just exactly the same pace in Europe and the US. And so it’s just so different from anything you hear coming from either the Trump administration or conservative leaders in Europe that I think it’s quite astonishing, really.

Krugman: Yeah, there are a number of questions starting with data sources. I mean, not that any one of them is right, but if you use different sources, you get different results. I mean, readers may not know the Draghi Report, but Mario Draghi, the greatest central banker in history, somebody I greatly respect, he put out this big report which is very influential in European circles about the European productivity lag. And he found about a 10% faster productivity growth in the United States since 2000 in total productivity, which is not a huge amount per year, by the way. But it does get something there. But this is very much dependent on the data source. I know that there’s been some criticism of your stuff saying you were not using the same data source that everyone else is using. But if it hinges on that, it’s probably not something you should take too seriously.

Zucman: Yeah, I don’t dispute the idea that GDP per worker has been growing a bit faster in the US than in Europe over the last 15, 20, 25 years. I think that it’s there in the data. But first of all, the difference is really quite small. And second, why should we care so much about that? I think what we should care about is the income that people get. And with incomes in the US, you have to remember that there is something quite spectacular. How do you move from GDP to income? You know perfectly well but just to offer a refresher on national accounts statistics: GDP is the value of the stuff that’s produced in a given year in a country.

Krugman: Yeah.

Zucman: If you subtract capital depreciation, then you get net domestic product. That’s the true value of what you produce on net. And then if you add income received from abroad—net foreign income, interest and dividends received from abroad minus whatever the US pays to foreign countries—you get US national income. And net foreign income for the US used to be quite positive for a long time, and now it’s slightly negative. And that’s due to many reasons, but one of the main reason is the huge increase in the net debt of the US. Now the net foreign asset position of the US—meaning what the US owns in the rest of the world minus what the rest of the world owns in assets in the US, that has really collapsed to almost minus 100% of US GDP today.

It’s a dramatic evolution since 2010. The US used to have a positive net foreign asset position and now has pretty gigantic net debt vis-a-vis the rest of the world. And one implication that this has is that the US now is paying on net more income to other countries than what the rest of the world pays to the US. So when you look at the income that Americans actually get, national income, it’s actually exactly the same growth rate for Europe and the US since 2010. And that was not in the Draghi Report, which focuses on productivity, stuff that people produce. But I think it’s quite relevant, certainly, to think about the evolution of living standards in Europe versus the US. What matters at the end of the day is what people earn and what they can consume and save.

Krugman: An interesting point here is something I really learned from you. The U.S. continued to have a positive net income balance long after it had become a net debtor internationally, basically because foreigners earned a surprisingly low rate of return on investments in the United States. And there were all kinds of attempts to explain it. And finally, I think it was your work that said, well, what’s actually happening is it’s tax avoidance. It’s U.S. taking, or generally corporations making earnings in the United States artificially low by making them pop up in Ireland and other tax haven countries. And that makes it look like we’re paying very low rates of return on foreign investments in the United States and earning high rates of return abroad, but it’s actually just Apple and the pharma companies making their profits appear someplace else.

Zucman: Yeah. It’s really big. And a lot of it shows up in the very high rate of return that the US gets on its foreign investments. Super high rates of returns in Ireland, in offshore financial centers like that. And that’s really a reflection of profit shifting by multinational companies. They book a lot of income in those places to avoid the corporate income tax. And so it looks like they make super high returns.

For a long time, this was really big. It’s less big after the TCJA, which has reduced incentives to shift profits to tax havens.

Krugman: The TCJA is Trump’s first big tax cut from 2017.

Zucman: Yeah, it’s the first tax bill. It’s the first tax reform that got the corporate tax rate from 35% to 21% in 2018. And that introduced a number of incentives for multinational companies to book more profits in the US, intellectual property in particular. But what’s more important than that is, because the net foreign asset position of the US has been deteriorating so fast since 2010, now this net debt of the US is so large that finally the net income balance has turned negative. And so, yeah, when you take everything into account, the macroeconomic picture of the US, contrary to what you might hear from the Trump administration, is just not good. It’s really not significantly better in any measurable sense than in Europe.

By the way, it’s also bad in Europe. Basically, it’s equally bad. I’m not saying Europe is doing great. I think on some dimensions—on health care, on life expectancy, on carbon emissions, on leisure time, paid holidays, all of that—Europe is doing much better. But there are also major problems of, most importantly in my view, underinvestment in education, in higher education, in research, in technology, innovation. I think these are real problems that Draghi rightly pointed out in his report. But the solution to those problems is not just to deregulate everything. It’s just to invest in education and knowledge creation and infrastructure and so on.

Krugman: Yeah, and I would say physical infrastructure. I think education and all of that is probably ultimately much more important, but physical infrastructure in surprising places. I mean, it’s a real shock how bad the trains are in Germany. You know, it’s worse than in Britain, which is really hard to do.

Zucman: Yes, because there has been very significant underinvestment by the German government for many years. This is perhaps getting better finally because they changed their fiscal rules and now can have more deficits. Look, one really crazy number that is very worrying for a country like France is if you look at public spending on higher education and research per student adjusted for inflation, it has declined by 25% from 2012 to today. So France is massively under-investing its own future in its own education.

Krugman: I mean, if you viewed this as a zero-sum game between Europe and the United States, we may be taking care of that gap from our end by destroying our own educational and scientific base. And by the way, to the extent that U.S. growth has been powered by faster growth in the adult population, immigration policy is going to have a huge effect.

But you cited Robert Gordon. Tell me a bit about the Gordon hypothesis and how it contrasts with the sort of conventional wisdom out there.

Zucman: Yeah, the main hypothesis was that the big innovation waves belong to the past. You had electrification and mass sanitation, and it was kind of one-offs, and it’s not going to happen again in the future. And obviously, who knows? Maybe AI will turn out to be as important a revolution as those. Certainly we know that whatever has happened since 2010, tech has boomed. And when you look at market capitalization of tech companies, it’s really gigantic. And it seems that something really big is happening there. But it’s not possible to see that in the productivity numbers of the US as a whole. You can see that in the productivity numbers of California, which is doing very well. But if you look at the country as a whole, productivity growth is lower since 2010 than over 1980 to 2010, which was itself lower than 30 years before.

Krugman: Yeah. The best quote, I’m sorry to say, comes from Peter Thiel, who’s generally a loathsome character. “We were promised flying cars, and instead we got 140 characters.”
I mean, the numbers look like that. All of this very sexy stuff doesn’t really seem to move the bottom line on economic growth.

Zucman: Yeah, I guess not yet.

Krugman: People in economics mostly identify you with the inequality discourse. You’re kind of the heir to the Piketty project, I guess we could say, on inequality stuff. And I sit at the Stone Center for the Study of Socioeconomic Inequalityat the City University of New York, so let’s get into it. You have some really striking numbers that I’ve seen recently about concentration of wealth at the very top. Can you tell me what’s happening? And then talk about why it’s bad.

Zucman: Yeah, one area where there is tremendous growth, to be sure, is the wealth of the top billionaires in America. There are lots of ways to look at that. But one way that I find particularly interesting these days is to focus on the really narrow, very, very, top of the distribution, the top 0.0001%. Why? You might say it’s really a tiny number of individuals. That’s about 19 households today. It was four households in 1913. But this is where a lot of the action is taking place today.

Krugman: Okay.

Zucman: And also, if you look at this very narrow slice of the population, you can go back in time to 1850, essentially, because you had a number of rankings of the truly super rich back to the Gilded Age and even before. And so you can take a very long run perspective on the economic weight of the oligarchs. And the numbers are really quite crazy. And the statistic that I find most striking and relevant is the wealth of this group, the top 0.001% wealthiest people in the US. So, first of all, in the early 1980s, this ratio was about 0.3%. So the super-rich owed wealth the equivalent of 0.3% of the total income of all Americans. Today, it’s 10%, it’s 12%. So it has increased by a factor of almost 40. So what it means, essentially, is that if the 19 wealthiest people in the US spent all their wealth, they could buy the equivalent of 10% of the value of all the goods and services that are produced in a given year in the US. And of course, they don’t do that, right? They’re not spending down their wealth like that. But it’s just an illustration of the overwhelming economic power that they have and the power that they have to buy elections, to buy media, to buy influence, to buy competitors. And so that’s really quite striking.

And then what you can do with this type of time series is you can compare today’s situation to the Gilded Age. And in the Gilded Age, the number was 4%, meaning the very top [bracket] owned in wealth the equivalent of 4% of US national income. And so by that metric, this new Gilded Age is characterized by much stronger concentration at the top than the original Gilded Age, with a very fast pace of increase since 2010, and particularly fast over the last couple of years. And so I think it’s a good illustration of just the overwhelming economic and also political power that this tiny elite has acquired in America, which is truly unprecedented.

Krugman: Okay, this is a new perspective. First of all, when people say we’re in a new Gilded Age, they usually say it’s not as much as the original Gilded Age which was the absolute pinnacle of inequality. And what you’re saying is, by this measure of concentration of wealth in the hands of a handful of people, we’re actually well beyond the original Gilded Age.

Zucman: Well beyond.

Krugman: Obviously the political system was heavily corrupted by great wealth in the late 19th century, but they didn’t actually try to demolish democracy. Maybe in practice it wasn’t very democratic, but they didn’t actually go whole hog and just try to eliminate elections and all that. And so I’ve often wondered, why did the Gilded Age wealthy show more restraint than their modern counterparts? And part of the answer is maybe they just weren’t rich enough.

Zucman: That’s one hypothesis, a bit depressing, perhaps. Fundamentally, I’m quite optimistic about the power of democratic forces to prevail. And certainly, this happened already at the beginning of the 20th century. There was a whole antitrust movement. There was a creation, very importantly, of the federal estate tax, and then the federal progressive income tax. The US even had to change its constitution to create an income tax which then became extremely progressive with top marginal income tax rates above 90% in the middle of the 20th century. And that played an enormous role in curtailing that oligarchy. So democratic forces prevailed once. And I think I’m very optimistic that they will prevail again in the future, but we will need to invent new instruments. And the problem is much bigger in fact than during the original Gilded Age. I think we need much more focused and stronger action and we shouldn’t wait for too long.

Krugman: Okay, one thing I used to ask 10 years ago was, why in our great grandfathers or thereabouts generation it was sort of a standard part of political discourse to say that you want to limit the fortunes of the very rich not just for the sake of sharing the pie more equally or whatever, but also because of the political problem of concentrating great wealth. And even ten years ago that was verboten territory. In the United States you were not supposed to be anti-rich. You were just supposed to be concerned about economic payoffs. Sounding like Woodrow Wilson in the year 2015 was to be considered a dangerous, crazy radical. But there’s really been a sea change, in the discourse anyway. You’re part of it, but I do see a lot more people just saying that the problem with wealth is not just that it’s at the expense of other people, but that the wealthy have too much power.

Zucman: Yes, because everybody has experienced that. I think the most striking case, of course, is what has happened with Elon Musk. You remember the debates on the wealth tax in 2019, 2020 during the Democratic primary. One of the big arguments at the time against the creation of the federal wealth tax was this idea that wealth is virtual. Tesla at the time was not making any profit. So, supposedly, Elon Musk’s income was small. And so the idea was that, you know, you’re taxing something that just doesn’t exist. But then he woke up one day in 2021 or ‘22, I don’t remember. And he said, “Look, I want to buy Twitter.” And he very quickly found $44 billion to buy Twitter on a whim. And then he turned it into a machine to serve various political and ideological causes, including the reelection of Donald Trump. And then it brought him into Washington, DC with DOGE and so on.

And so everybody now understands what was long understood for centuries, very much including in the West, which is that extreme wealth is never virtual, it is always extreme power. It’s the power to influence policy, it’s the power to influence the prevailing ideology, the power to influence markets and so on. And so there is always a tension between an extreme concentration of wealth on the one hand and the very possibility of democracy on the other hand. And so now I think everybody, or almost everybody understands that. And it was long understood.

I mean, look. The US in many ways was founded in reaction against the oligarchy of aristocratic European countries of the 18th century. And then if you look at Franklin Roosevelt, for instance, he had a famous speech in 1942 where he goes to Congress and he says, “I think that no American should have an income after paying taxes of more than $25,000, which is the equivalent of like $2 million today. And therefore, he said, “I propose to create a top marginal income tax rate of 100% on all incomes above $25,000.” There was this understanding that the government should use policy and in particular tax policy to regulate inequality. It’s never been about raising revenue. Everyone understands that if you have a 100% tax rate, nobody’s going to earn more than $25,000. And so it’s not going to generate any tax revenue for the government. It’s really about regulating inequality, curbing excess wealth. And this long tradition, which was so powerful, so ingrained in the US, was forgotten for some time starting in the 1980s, but now I think it’s really making a comeback.

Krugman: There are some people I know who still think the biggest issue is limiting campaign contributions, but wealth makes its power felt in a lot more ways than just campaign contributions. I mean, right now, in addition to Muskovite Twitter, we have Larry Ellison trying to buy CNN, basically. And CBS is no longer the CBS we used to know. And this is extraordinary.

Zucman: And it can change so fast. Look at what happened in France, where France in many ways is sadly more advanced than the US down that road of oligarchic control of the media. 80% of the private press belongs to billionaires. There’s been massive investment. They’ve bought all the TV channels, everything that can be bought, essentially, in terms of media over the last few years. And now using it as a machine to fight any kind of policy, especially tax policy, that can do anything to make them pay a little bit of tax. To such an extent that France has very serious public finance problems, a public deficit of 5% of GDP per year, public debt of 120%, and is completely unable to pass any kind of legislation that would increase taxes paid by the super-rich by one cent. And so, you know, it’s in large part because of such tremendous control of the media and hence over the public conversation on these issues by the super-rich.

Krugman: Wow. I mean that was true in the Gilded Age as well, that the newspapers tended to be controlled by the super wealthy, but I think it’s a whole other level now. From the US perspective we tend to think of France as being high tax, high welfare, and that these things don’t happen in your country, but I guess they do.

Zucman: Yeah, things have changed in France in just five years when a number of billionaires said, now we are going to use our wealth to invest and to control the media. It can go really fast.

Krugman: Now, it’s interesting. I mean, New York City has a lot of billionaires. Probably more than all of France. But anyway, they couldn’t buy the mayoral election.

But you have a signature proposal out there now. It’s kind of like a wealth tax. But why don’t you describe the Zucman tax plan.

Zucman: Yeah, it’s a very simple but, I think, important idea, which is that extreme wealth has to come with uncompressible duties towards society. And so there has to be a minimum amount of personal tax that you have to pay each and every year if you’re extremely wealthy. And we can define, debate what it means. I’ve proposed $100 million as the threshold. So if you have more than $100 million, there is this minimum that applies to you.

And if you want the minimum tax to be effective, it has to be expressed not as a fraction of income, but as a fraction of wealth. Because the whole problem is that income for the super rich is not very well defined and it’s very easy to manipulate. Like, for instance, a few years ago, you had revelations by the US media ProPublica on the taxes paid by US billionaires. And in some years, you saw people like Jeff Bezos or Elon Musk reporting very little income and paying almost no or zero income tax, despite being super wealthy. And so if you want a binding floor and effective minimum tax, the minimum has to be expressed as a fraction of wealth. And so I proposed a minimum tax equal to 2% of wealth. Meaning, if you pay in income tax already the limit of 2% of your wealth or more, you’re not affected. But if you pay less, you would have to pay the difference to reach the minimum threshold of 2%. So it’s really not ambitious. It’s just a way to ensure that the super rich would pay as much in tax relative to their true economic income as other social groups.

It’s not ambitious because it’s a proposal that I developed originally when I worked a couple of years ago with the Brazilian government. In 2024, Brazil had the presidency of the G20 and they wanted to put new ideas on the agenda, new ideas for international tax cooperation. And I thought, look, there is a common minimum tax on big multinational companies. It’s imperfect and limited in many ways, but it exists since 2021. And so I think now we should try to do the same for the super rich, having a common minimum tax of the super rich. So I wrote this report to explain the proposal. And the idea was to put something on the table that would be meaningful in something like the G20, where you have different countries, very different situations.

And so, it’s not a tax revolution. It’s something everybody should be able to agree on. And it started the discussion. Then, of course, Trump was reelected, and so nothing can happen at G20. But it has started a conversation in many countries including in France, where this proposal was actually passed by the National Assembly in February last year, and that started kind of a huge debate about the merits and demerits of this type of minimum tax. It didn’t pass eventually in this budget. As I explained, there was really massive opposition by the super rich. But I think now the idea is there. It has overwhelming popular support. You’ve had various opinion polls that show like 86% of voters supporting this measure, including like 85% of right-wing voters. And given the very grave, dangerous budget situation of France, I think eventually it has a good chance of being passed.

Krugman: That’s interesting.

Zucman: The enormous increase in the wealth of billionaires is a global phenomenon, not just in the US, but everywhere, very much including in France. The flip side is that there is a lot of tax revenue to be collected by taxing them, even at 2%. So for France, this minimum tax would generate 0.8% of GDP in tax revenue, which of course is not enough to close the 5% of GDP deficit. But we’re talking about taxing very few individuals. It’s a very significant part of the equation. And also, it’s going to be very hard to ask other people to pay more tax, as long as the truly super rich refuse to contribute a bit more.

Krugman: Okay, but there’s always the question of the super rich establishing residency outside. So this was supposed to be a kind of G20, or basically major economies thing. Couldn’t people just establish residence in Doha or something?

Zucman: Yeah, I mean, that’s really the main question in all of this. And this problem has a solution. The solution is that the tax should keep applying to billionaires even after they’ve moved out of the country, for at least a number of years—five, maybe 10 years, we can discuss that.

Look at what the US does. The US has taxation that’s based on citizenship, meaning if you’re a US citizen and you move to the Cayman Islands, you still have to pay taxes in the US until you die, unless you renounce US citizenship, which is very rare. You also have a tax at the time of citizenship renunciation. So that’s extreme in some ways. But what other countries do is the opposite extreme, meaning if you become a billionaire in France and now you move to Switzerland, then immediately France stops taxing you. And what I propose is to do something that’s kind of in between the US system and the French system, meaning French taxes would follow you and continue to apply for five or 10 or 15 years so that this threat and this risk of out migration by the super rich will be considerably reduced.

Krugman: So my concern actually comes to some extent from the other side, which is, is this enough to really put a dent in oligarchy? My guess is really not.

Zucman: Oh, no, you’re right. It’s not enough. It’s really not enough. The arithmetic is quite simple. Billionaire wealth has been growing 10% a year on average over the last four decades. Average wealth, whether in France or in the US, has been growing by 4% a year. So there is a six points differential. So if you want to only stabilize wealth inequality, if past trends continue, you need roughly a 6% wealth tax. If you want to reduce wealth concentration, you need more than 6%. So to be very clear, with 2%, it’s not that you would reduce wealth concentration. Wealth inequality would keep rising, but at a slightly slower pace than business as usual. So it’s clearly far from enough. However, history shows that what’s most difficult is to move from zero to something positive, right? And once you have something positive, even if it’s 2%, then it opens up a realm of possibilities.

Krugman: Of course, this means that the billionaires, they understand this too, and they will go hysterical because they know that it’s just the beginning. As my old teacher Charlie Kindleberger used to say, it’s the first bite of the cherry, right? Once you start…

But you’re optimistic that this could actually happen in France.

Zucman: Yes. I’m very optimistic. I don’t know if it’s going to happen first in France or perhaps in the UK or in Brazil. I mean, there are different countries where this is being discussed at the moment. Like, for instance, in the UK, you have the leader of the Green Party, Zach Polanski, who’s doing pretty well in the polls, and he’s campaigning on very similar ideas. In Brazil, Lula was the one who put this idea on the agenda of the G20, so he’s very committed to that. And what I think is really interesting is what’s happening, or hopefully is going to happen in California because there is an initiative to put a billionaire tax on the ballot in November. It’s not exactly this 2% minimum tax. It’s a one time tax of 5% on the wealth of Californian billionaires. It’s a one-off because in the US state context, there would be real risks of rich people moving to another state if California had an annual wealth tax. But if it’s a one-off, that’s not a concern because billionaires would have to pay it if they are resident in California as of January 1st of 2026. So it’s actually too late to avoid the tax by moving to Texas or what have you. And so we don’t know yet for sure whether it will be on the ballot. It needs to collect 800,000 signatures. And then there’s going to be a very fierce campaign. The polling that was done is very good, but I anticipate, and we’re already seeing it, a lot of opposition from the California billionaires. But at that stage, talking in January 2026, I would say that California is best positioned actually to be the first state to have a tax on billionaires.

Krugman: New York City would be a little problematic, I think. Although, again, if it’s retroactive the way the California thing is, then New York could do that as well. Otherwise, it’s one thing if people have to move to another country. It’s another if they just have to move to New Jersey.

Your numbers on wealth concentration are really alarming but you said you’re kind of optimistic about us finally getting this under control.

Zucman: I’m optimistic because again, look at opinion polls. These types of measures are overwhelmingly popular, even among Republican voters actually. What’s been lacking is some champions for these ideas in the political sphere. And look, there are some champions—Bernie Sanders, for one, and Mamdani. But in California, for instance, Newsom is very much against the tiny one-off 5% tax on their wealth. And so that’s kind of the problem at the moment. But given the numbers that we see in the polls, the truly overwhelming support, the very strong anti-oligarchy current in American society, it’s a real thing. We’ve seen the various rallies that Bernie Sanders has organized after the reelection of Trump all across the country with tens of thousands of people showing up everywhere in the US to protest against the oligarchy drift. It corresponds to a reality in the US that people resent this far too extreme concentration of wealth. And so I think at the end of the day, and I hope it’s not going to take too long, but I think democratic forces will end up prevailing.

Krugman: Okay, that’s an upbeat note on which to conclude this conversation. Thanks so much for talking to me.

Zucman: Thank you so much.

Organ attack (the game)

 Here's a game that looks like it could be a gift for the organ trafficker in your life. (It was sent to me by a former student.)  The subtitle of the game is "The Family Friendly Game of Organ Harvesting."

  We opened it after a recent dinner with transplant-adjacent colleagues, but found to our disappointment that it was better suited to epidemiologists than to organ traffickers--the attacks you can make on other players' organ cards are all diseases, so you can't ever take possession of another player's organs. Without the prospect of the advertised organ harvesting, my fellow traffickers and I lost interest.

 


 

HT: Jacob Leshno 

January 23, 2026

Tens of thousands of Minnesotans took to the streets today in bitter cold temperatures with wind chills of -20°F (–28°C) to protest the occupation of Minneapolis and St. Paul by federal agents from Immigration and Customs Enforcement (ICE) and Customs and Border Protection (CBP). Status Coup News interviewed a protester walking down the street holding a sign that said: “CLASSIC NAZI BLUNDER: INVADING IN WINTER.”

The protester compared ICE agents to the Ku Klux Klan, noting that both wore masks and raided immigrant communities. He went on: “You know, there’s like all this talk of revolution. We’re the counterrevolutionaries, right?”

He explained: “[T]here is a minority who is trying to create a post-law, orderless, lawless society, where their might makes right. And because, you know, they have guns and are willing to use them, they think they can suspend the Constitution, suspend habeas corpus…, suspend civil liberties, generally speaking.”

He continued: “[T]here was a memo that came out that said that they think they can break into people’s houses without warrants, you know, basically just like, trust us, which is, you know, fundamentally against the Fourth Amendment. And so if you look at the amendments, I mean, they’re trying to tear it down the First, they’ve gassed people, they’ve shot people, you know, hit people with beanbag guns and batons for exercising their First Amendment rights, they don’t want people to, you know, exercise their Second Amendment rights, and certainly their Fourth, but also the Fourteenth, you know, basically, they’re attacking the whole Constitution.”

In his assertion that the Trump administration is engaged in a radical attempt to remake the American government while those trying to stop them are protecting our traditional government, the Minnesota protester was echoing another midwesterner from our history who also had to contend with a minority that had seized control of the federal government and was trying to rewrite the history of the United States of America to justify using the government to enrich themselves.

On February 27, 1860, Abraham Lincoln of Illinois spoke at New York City’s Cooper Union.

Five years before, in his controversial annual message of December 1855, Democratic president Franklin Pierce had ignored the Declaration of Independence and, in service to the elite southern enslavers who ran the Democratic party, retold the founding of the United States as a republic of “free white men.” The rights and privileges of belonging to that republic did not include “the subject races” of Indigenous or Black Americans, the president said.

He called out as fanatics and partisans those northerners, living in free states, who obeyed state free laws and protected enslaved Americans who had escaped from the South. They were radicals who rejected the federal law demanding their return to their enslavers. Even worse, they opposed the 1854 Kansas-Nebraska Act that overturned the 1820 Missouri Compromise prohibiting the spread of human enslavement to the American West.

At Cooper Union, Lincoln rejected Pierce’s rewriting of American history. He also retold the history of America. In his version, though, that history was one in which the Founders opposed enslavement and those who stood against those trying to create a white man’s republic were the nation’s true counterrevolutionaries.

Resting his vision on the Declaration of Independence, the nation’s foundational document, he defended the principle of human equality and told Democrats: “[Y]ou say you are conservative—eminently conservative—while we are revolutionary, destructive, or something of the sort. What is conservatism? Is it not adherence to the old and tried, against the new and untried? We stick to, contend for, the identical old policy on the point in controversy which was adopted by ‘our fathers who framed the Government under which we live;’ while you with one accord…spit upon that old policy, and insist upon substituting something new…. Not one of all your various plans can show a precedent or an advocate in the century within which our Government originated.”

Lincoln was on solid historical ground when he reminded Americans of his era that those trying to impose a new system of white nationalist oligarchy on the nation were the true radicals, while those defending equality were conservatives.

The colonists who threw off the rule of King George III also stood firmly on the idea that they were protecting longstanding principles of self-government that British officials were trying to replace with tyranny. In the Declaration of Independence, the Founders called out “when a long train of abuses and usurpations [that] evinces a design to reduce them under absolute Despotism, it is their right, it is their duty, to throw off such Government, and to provide new Guards for their future security.”

After enumerating the many ways in which the king had usurped the powers of Englishmen that had been established over centuries, beginning with the 1215 signing of the Magna Carta, the Founders launched a new nation. And then, when the Framers wrote a constitution for that new nation, they were careful to place within it a bill of rights to protect Americans from the rise of another tyrant.

Now the Trump administration is made up of radicals who are ignoring that Constitution and that Bill of Rights in their open attempt to create a white nationalist nation.

The man on the streets of Minneapolis today was right to call out the administration’s assault on the First Amendment that protects freedom of speech, freedom of the press, and the right of people peaceably to assemble.

Thanks to an unsealed State Department memo, we learned today that the administration revoked the visa of Tufts University student Rümeysa Öztürk and detained her for six weeks solely because she co-authored an op-ed in the student newspaper calling for a ceasefire in Gaza. The administration concluded that her op-ed “may undermine U.S. foreign policy by creating a hostile environment for Jewish students and indicating support for a designated terrorist organization.”

ICE agents arrived in Maine this week, and one took pictures of a legal observer’s car, prompting her to remind him that it is legal to record their actions and to ask why he was taking her information. He answered: “‘Cause we have a nice little database and now you’re considered a domestic terrorist.” He appeared to be referring to Trump’s September 25, 2025, memo NSPM-7 that describes opposition to the administration’s policies—opposition protected by the First Amendment—as “domestic terrorism.”

Rachel Levinson-Waldman of the Brennan Center noted that this dramatic expansion of the legal framework for domestic terrorism appears to be the administration’s argument for suggesting Renee Good was a domestic terrorist after ICE agent Jonathan Ross killed her. Secretary of Homeland Security Kristi Noem falsely claimed that Good tried to run over Ross, calling it “an act of domestic terrorism,” and Vice President J.D. Vance suggested that protesters are engaging in “domestic terror techniques.”

But, as Levinson-Waldman explains, domestic terrorism has a specific definition in the law: actions that are dangerous to human life, violate criminal law, appear to be intended to intimidate or coerce a civilian population, or to influence the government by intimidation or coercion, and occur primarily in the U.S. “To actually be called a ‘domestic terrorist,’” she writes, “an individual must commit one or more of 51 underlying ‘federal crimes of terrorism,’” which involve nuclear or chemical weapons, plastic explosives, air piracy, and so on.

The Minneapolis protester was right about the administration’s assault on the Fourth Amendment as well. On Wednesday, Rebecca Santana of the Associated Press reported that ICE has been breaking into homes under the authority provided by a secret memo of May 12, 2025, signed by the acting director of ICE, Todd Lyons, saying that federal agents do not need a judge’s warrant to force their way into people’s homes.

This is a direct assault on the Fourth Amendment to the Constitution, which says the “right of the people to be secure in their persons, houses, papers, and effects, against unreasonable searches and seizures, shall not be violated,” and establishes that the government can violate those rights only after a judge agrees there is probable cause of a crime and signs a warrant.

Senator Richard Blumenthal (D-CT) warned: “Every American should be terrified by this secret ICE policy authorizing its agents to kick down your door & storm into your home. It is an unlawful & morally repugnant policy that exemplifies the kinds of dangerous, disgraceful abuses America is seeing in real time. In our democracy, with vanishingly rare exceptions, the government is barred from breaking into your home without approval from a real judge. Government agents have no right to ransack your bedroom or terrorize your kids on a whim or personal desire.”

The Minnesota protester was also right to call out the administration’s assault on the Fourteenth Amendment, which guarantees that no state shall “deprive any person”—not citizen, but person—“of life, liberty, or property, without due process of law; nor deny to any person within its jurisdiction the equal protection of the laws.” It is this principle that is at the heart of the challenges to the administration’s rendering of immigrants to foreign countries without due process.

Instead of rooting itself in the real history of the United States of America, Ali Breland of The Atlantic noted on Wednesday, the Trump administration is embracing Nazi propaganda, trying to convince Americans that the nation’s roots are not in human equality but in the hierarchical system of European fascism. Rejecting the idea of liberty and equality proposed in the Declaration of Independence and defended by people like Abraham Lincoln as the nation’s foundational principle, they are trying to define the United States of America in an entirely new way: one made up of white Protestants who, in their minds, “belong” to the land here. Rather than a nation based in ideals, they want a nation based in “blood and soil.”

In the 1770s, and again in the 1850s, everyday Americans recognized the radicalism of those extremists who were trying to erase the nation’s principles and the rule of law, ignoring the longstanding rights of the people to liberty and equality and instead trying to impose a despotism.

Today a protester in Minneapolis, one of those tens of thousands who filled the streets in below-zero weather to demand that ICE end its violent occupation of their city and its abuse of immigrants and people of color, made it clear that Americans in 2026 still believe in the nation’s founding principles of equality and the rule of law, and they utterly reject the right wing’s blood-and-soil radicalism.

Notes:

https://www.presidency.ucsb.edu/documents/third-annual-message-8

Abraham Lincoln, Address at Cooper Institute, New York City, February 27, 1860, in Basler, Collected Works, 3:522–550.

https://www.archives.gov/founding-docs/declaration-transcript

https://storage.courtlistener.com/recap/gov.uscourts.mad.282460/gov.uscourts.mad.282460.315.18.pdf

https://www.nytimes.com/2025/05/10/us/tufts-rumeysa-ozturk-release.html

https://www.whitehouse.gov/presidential-actions/2025/09/countering-domestic-terrorism-and-organized-political-violence/

https://www.archives.gov/milestone-documents/14th-amendment

https://www.abrahamlincolnonline.org/lincoln/speeches/cooper.htm

https://www.washingtonpost.com/immigration/2026/01/23/how-officers-used-new-ice-memo-forcefully-enter-minneapolis-home/

https://www.theatlantic.com/national-security/2026/01/social-media-trump-administration-dhs/685659

https://apnews.com/article/ice-arrests-warrants-minneapolis-trump-00d0ab0338e82341fd91b160758aeb2d

https://www.lawfaremedia.org/article/can-ice-enter-a-home-to-make-an-arrest-with-only-an-administrative-warrant

https://www.brennancenter.org/our-work/research-reports/ice-wants-go-after-dissenters-well-immigrants

https://www.brennancenter.org/our-work/analysis-opinion/labeling-renee-good-domestic-terrorist-distorts-law

Bluesky:

statuscoupnews.bsky.social/post/3md4nyppqds2y

bringmethenews.bsky.social/post/3md4nkz3dxd26

jbendery.bsky.social/post/3md4pj3qdak2x

adamsteinbaugh.bsky.social/post/3md3w225fgs2j

whstancil.bsky.social/post/3md4xzifz6c26

kenklippenstein.bsky.social/post/3md4a7ewqsk2c

blumenthal.senate.gov/post/3mcxo3la65k2d

Share

[RIDGELINE] Eras

Ridgeline subscribers —

I like “eras.” That is, named chunks of time.

Japanese history tends to periodicize based on locus of power. The Tokugawa Shogunate reigned for hundreds of years, and so: Edo, where the power was, becomes the period (a big sweeping one). Post-Shogunate, power was restored to the emperor, and so we get: Meiji (1868–1912), Taishō (1912–1926), Shōwa (1926–1989), Heisei (1989–2019), Reiwa (2019-). Periods aligning with imperial reign. (It’s a bit wacky though: The era name is not the emperor’s name while he’s alive; upon death, the emperor is posthumously renamed the era name (which was chosen by a governing body of scholars); so the Shōwa Era emperor was named Hirohito (but just called “Emperor” while alive), but is known as “Emperor Shōwa” historically.)

China (Africa) fact of the day

Chinese lending to Africa has plummeted, new data showed, reflecting a shift in focus to strategic investments on the continent and a lower risk appetite for financing infrastructure projects.

Beijing’s total lending in 2024 amounted to $2.1 billion, down by more than 90% from its 2016 peak, a report by Boston University’s Global Development Policy Center showed. And Chinese loans to Africa fell by nearly half in 2024 compared to the previous year.

The downward trend began when Chinese loans to Africa fell sharply by more than 60% to $6.8 billion in 2019, around the onset of the COVID-19 pandemic.

Chinese loans to Africa have averaged just above $2 billion since 2020, having reached $10 billion or more between 2012 and 2018, Boston University’s database showed. The decline stems from more restraint by Chinese lenders, and borrowing constraints in Africa tied to continued post-pandemic shocks, debt restructuring efforts, and an increasingly volatile international order, said Mengdi Yue, a researcher at Boston University’s Global Development Policy Center.

Here is the full story.

The post China (Africa) fact of the day appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Carrying costs exceed liquidity premium, South Korean edition

A declining number of dog meat farms in Korea, driven by government efforts to root out the centuries-old practice of dog meat consumption, has raised questions about what will happen to the dogs currently in the system between now and when the ban takes effect in February 2027.

The Ministry of Agriculture, Food and Rural Affairs has confirmed that at least 468,000 dogs are currently kept on farms in cages nationwide, or at some 5,900 related businesses, including slaughterhouses, distributors and restaurants. Following the ban, there are few clear plans about how the dogs will be cared for, raising the possibility of some being left to fend for themselves in the wild.

State-run canine shelters across the country, often operated by local governments, are already at full capacity, according to Humane World for Animals Korea, a non-governmental organization dedicated to animal welfare. They say the country is far from prepared to provide a safe new life for the massive number of dogs expected to be freed.

Here is the full story, via Benjamin.

The post Carrying costs exceed liquidity premium, South Korean edition appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

★ Tahoe Added a Finder Option to Resize Columns to Fit Filenames

The main reason I’m sticking with MacOS 15 Sequoia, refusing to install 26 Tahoe, is that there are so many severe UI regressions in Tahoe. The noisy, distracting, inconsistent icons prefixing menu item commands, ruining the Mac’s signature menu bar system. Indiscriminate transparency that renders so many menus, windows, and sidebars inscrutable and ugly. Windows with childish round corners that are hard to resize. The comically sad app icons. Why choose to suffer?

But the thing that makes the decision to stay on 15 Sequoia a cinch is that I honestly struggle to think of any features in Tahoe that I’m missing out on. What is there to actually like about Tahoe? One small example is Apple’s Journal app. I’ve been using Journal ever since it debuted as an iPhone-only app in iOS 17.2 in December 2023. 785 entries and counting. With the version 26 OSes, Apple created versions of Journal for iPad and Mac (but not Vision Pro). Syncing works great via iCloud too. All things considered, I’d like to have a version of Journal on my main Mac. But I’m fine without it. I’ve been writing entries without a Mac app since 2023, so I’ll continue doing what I’ve been doing, if I want to create or edit a Journal entry from my Mac: using iPhone Mirroring.

That’s it. The Journal app is the one new feature Tahoe offers that I wish I had today. I’m not missing out on the latest version of Safari because Apple makes Safari 26 available for MacOS 15 Sequoia (and even 14 Sonoma). Some years, Apple adds new features to Apple Notes, and to get those features on every device, you need to update every device to that year’s new OS. This year I don’t think there are any features like that. Everything is perfectly cromulent running iOS 26 on my iPhone and iPad, but sticking with MacOS 15 Sequoia on my primary Mac.

But now that we’ve been poking around at column view in the Tahoe Finder, Jeff Johnson has discovered another enticing new feature. On Mac OS 26, the Finder has a new view option (accessed via View → Show View Options) to automatically resize columns to fit the longest visible filename. See Johnson’s post for screenshots of the new option in practice.

Column view is one of the best UI innovations from NeXTStep, and if you think about it, has always been the primary metaphor for browsing hierarchical applications in iOS. It’s a good idea for the desktop that proved foundational for mobile. The iPhone Settings app is column view — one column at a time. It’s a way to organize a multi-screen app in a visual, spatial way even when limited to a 3.5-inch display.

Thanks to Greg’s Browser, a terrific indie app, I’d been using column view on classic Mac OS since 1993, a few years before Apple even bought NeXT, let alone finally shipped Mac OS X (which was when column view first appeared in the Finder). One frustration inherent to column view is that it doesn’t work well with long filenames. It’s a waste of space to resize all columns to a width long enough to accommodate long filenames, but it’s frustrating when a long filename doesn’t fit in a regular-width column.

This new feature in the Tahoe Finder attempts to finally solve this problem. I played around with it this afternoon and it’s ... OK. It feels like an early prototype for what could be a polished feature. For example, it exacerbates some layering bugs in the Finder — if you attempt to rename a file or folder that is partially scrolled under the sidebar, the Tahoe Finder will just draw the rename editing field right on top of the sidebar, even though it belongs to the layer that is scrolled underneath. Here’s what it looks like when I rename a folder named “Example ƒ” to “How is this possible?”:

Renaming a folder in MacOS 26 Tahoe. The rename editing field from the underlying column is rendered on top of the sidebar.

On MacOS 15, if you attempt to rename an item that is scrolled under the sidebar in column view, the column containing that item snaps into place next to the sidebar, so it’s fully visible. That snapping into place just feels right. The way Tahoe works, where the column doesn’t move and the text editing field for the filename just gets drawn on top of the sidebar, feels gross, like I’m using a computer that is not a Macintosh. Amateur hour.

I wish I could set this new column-resizing option only to grow columns to accommodate long filenames, and never to shrink columns when the visible items all have short filenames. But the way it currently works, it adjusts all columns to the width of the longest visible filename each column is displaying — narrowing some, and widening others. I want most columns to stay at the default width. With this new option enabled, it looks a bit higgledy-piggledy that every column is a different width.

Also, it’s an obvious shortcoming that the feature only adjusts columns to the size of the longest currently visible filename. If you scroll down in a column and get to a filename that is too long to fit, nothing happens. It just doesn’t fit.

Even a future polished version of this column view feature wouldn’t, in and of itself, be enough to tempt me to upgrade to Tahoe. After 30-some years of columns that don’t automatically adjust their widths, I can wait another year. But we don’t yet have a polished version of this feature. The unpolished version of the feature we have today only reiterates my belief that Tahoe is a mistake to be avoided. It’s a good idea though, and there aren’t even many of those in Tahoe.

OmniOutliner 6

Ken Case, on The Omni Group blog:

The features noted above already make for a great upgrade. But as I mentioned last year, one of the interesting problems we’ve been pondering is how best to link to documents in native apps. We’ve spent some time refining our solution to that problem, Omni Links, which are now shipping first in OmniOutliner 6. With Omni Links, we can link to content across all our devices, and we can share those links with other people and other apps.

Omni Links support everything we said document links needed to have. Omni Links work across all of Apple’s computing platforms and can be shared with a team. They leverage existing solutions for syncing and sharing documents, such as iCloud Drive or shared Git repositories. They are easy to create, easy to use, and easy to share.

Omni Links also power up Omni Automation, giving scripts and plug-ins a way to reference and update content in linked documents — documents that can be shared across all your team’s devices.

There’s lots more in version 6, including a modernized UI, and many additions to Omni Automation, Omni’s scripting platform that works across both Mac and iOS — including really useful integration with Apple’s on-device Foundation Models, with, of course, comprehensive (and comprehensible) documentation.

It’s Omni Links, though, that strikes me as the most interesting new feature. The two fundamental models for apps are library-based (like Apple Notes) and document-based (like TextEdit). Document-based apps create and open files from the file system. Library-based apps create items in a database, and the location of the database in the file system is an implementation detail the user shouldn’t worry about.

OmniOutliner has always been document-based, and version 6 continues to be. There are advantages and disadvantages to both models, but one of the advantages to library-based apps is that they more easily allow the developer to create custom URL schemes to link to items in the app’s library. Omni Links is an ambitious solution to bring that to document-based apps. Omni Links let you copy URLs that link not just to an OmniOutliner document, but to any specific row within an OmniOutliner document. And you can paste those URLs into any app you want (like, say, Apple Notes or Things, or events in your calendar app). From the perspective of other apps, they’re just URLs that start with omnioutliner://. They’re not based on anything as simplistic as a file’s pathname. They’re a robust way to link to a unique document, or a specific row within that document. Create an Omni Link on your Mac, and that link will work on your iPhone or iPad too — or vice versa. This is a very complex problem to solve, but Omni Links delivers on the age-old promise of “It just works”, abstracting all the complexity.

I’ve been using OmniOutliner for at least two decades now, and Omni Links strikes me as one of the best features they’ve ever added. It’s a way to connect your outlines, and the content within your outlines, to any app that accepts links. The other big change is that OmniOutliner 6 is now a single universal purchase giving you access to the same features on Mac, iPhone, iPad, and Vision.

 ★ 

Lolgato 1.7

Free Mac utility by Zendit Oy:

A macOS app that enhances control over Elgato lights, offering features beyond the standard Elgato Control Center software.

Features:

  • Automatically turn lights on and off based on camera activity
  • Turn lights off when locking your Mac
  • Sync light temperature with macOS Night Shift

Lolgato also lets you set global hotkeys for toggling the lights and changing their brightness.

I’ve had a pair of Elgato Key Lights down at my podcast recording desk for years now. Elgato’s shitty software drove me nuts. Nothing seemed to work so I gave up on controlling my lights from software. I set the color temperature and brightness the way I wanted it (which you have to do via software) and then after that, I just turned them off and on using the physical switches on the lights.

I forget how I discovered Lolgato, but I installed back on November 10. I connected Lolgato to my lights, and set it to turn them on whenever the Mac wakes up, and off whenever the Mac goes to sleep. It has worked perfectly for over two months. Perfect little utility.

 ★ 

Emergent Ventures winners, 51st cohort

Joseph Schmid, Princeton philosophy, and co-authors. To write up new and better arguments for the existence of god.

Monica Lewis, Sydney, Australia, center-right podcast.

Ashwin Somu, 17, Ontario, payments systems.

Sam Kahn, Kyrgyzstan, digital publication, Republic of Letters.

Nelson Jing, Seattle, decentralized AI systems.

Anubhav Nigam, Cornell, underwater charging stations.

Jordan McGillis, San Diego, the economics and politics of Alaska.

Juan Navarette, Madrid, Cervantes and liberalism.

Jeff Stine, Chicago, matching scientists and donors.

Syrine Ben Driss, San Francisco/Tunisia, biology start-up for AI-powered bio.

Shakti Mb, NYC, how people use AI boyfriends and girlfriends.

Sonia Litwin, London, robotics and emotions.

Alby Churven, 14, Sydney, Clovr, an AI tool.

Mikhail Khotyakov and Igor Kogan, Munich, Aimathic, personal math tutoring.

Archaeology cohort, sponsored by Yonatan Ben Shimon.

Bryce Hoenigman,  Chicago, archaeology, linguistics, and AI.

Benjamin Arbuckle, Chapel Hill, archaeology and ancient DNA.

The post Emergent Ventures winners, 51st cohort appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Can you see nebulas in other galaxies? Can you see nebulas in other galaxies?


Meh

My thanks to Meh for sponsoring last week at DF. Meh puts up a new deal every day, and they do with panache. As they say, “It’s actual, real, weird shit you didn’t know existed for half the price you would’ve guessed.”

Don’t tell any of my other sponsors, but Meh is my favorite longtime DF sponsor. I love the way their orange graphics look against DF’s #4a525a background. And I always love their sponsored posts that go into the RSS feed at the start of the sponsorship week. I’ll just quote theirs from this week in full:

Everything sucks. The whole world’s going to shit, especially our part of it, and it can feel like anything fun or silly is sticking your head in the sand.

And yet. It doesn’t help to just be miserable. If you’re going to last, you’ve got to find your little moments of joy, or at a break from the misery.

Buying our crap at Meh is not how you solve the world’s problems. We’re not that crass. But maybe a minute a day of reading our little write-up, and a couple minutes of catching up with the Meh community, of making a few new online friends, and yes, of occasionally picking up a weird gadget or strange snack you’ve never heard of is just a few minutes you get to take a break, not giving in to how bad everything else is.

Of course we would say that. Of course we benefit from that. But it is also part of why we have a quirky write-up. Why we have a community. Why we’re selling whatever weird thing is over at Meh today.

 ★ 

Winter Weather Continues in the Northeast; Frigid Temperatures for the Central and Eastern U.S.