Not the Interface Between the Machine & the Model But the One Between the Model & the Human: (LATE) MONDAY MAMLMS

Max Weber in mid-1917 called socialist-revolution Russia “a laboratory heaped with human corpses”; Schumpeter replied that every anatomy classroom is the same. Weber, outraged, stormed out in anger at Schumpeter’s cool contemplation of near-genocide. I never read the book where that exchange appears. Now my machines are trying to make it so that, going forward, I will have or be able to create the memories I would have had if I actually had read it. Will it work? Probably not. Will it be interesting? Very. Probably:

In my prime, I would read perhaps 150 serious books a year.

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I would skim over parts that did not resonate, but would still absorb a good deal as I skimmed. I would focus on the themes and passages that resonated. I would think about them. I would then go off and argue with the author, or at least with a spun-up sub-turing instantiation of the author in my imagination. Figure 5 hours per book. 750 hours per year building my own cognitive capacity out of a total budget of 24 × 365 = 8760 hours per year, it was time worth spent.

Well, now, we are not such as once moved heaven and earth, but what we are, we are.

I am down to perhaps, half of that: 75 books a year, 1.5 a week, of which 40% are re-readings to remind me and refresh my parasocial acquaintance with my intellectual magisters and adversaries. Half of this gap comes from lower energy. Half of the gap comes from time being absorbed by reading and watching other things. Of those, perhaps half of which are things that are worthwhile.

There is a definite loss. There is a great sense in which deep reading and substantial continued engagement builds one own cognitive knowledge structures in an important way. Thus this feels like a gap in my personal information processing life that I should try to repair. The natural way to repair it, of course, is to see whether MAMLM technologies might be useful. Could they create a document, a document that I could then spend an hour with, that will present to me summary points and then focus my attention on passage in the book that I would have focused my attention on had I read it? And might I then be able, by having that document thereafter, quickly refresh my recollection? Thus I will not have the memories I would have had had I spent five hours with the book. But I would have the ability to rapidly simulate and, when asked questions about or thinking about issues relevant to the book, have me and my IT systems rapidly come up with the words I would have said or written if I did have the memories?

In short, could I turn myself and my machines into a Chinese Room? (With the benefits not only of communicating to others, but then actually building memories as my self watches the Chinese Room output.)

Were this to work, my 75 serious books a year could then effectively grow to 375. I, or rather the Chinese Room of which I was a component, would then know more useful stuff, or at least communicate to others (and back to myself) as if it knew more useful stuff.

The answer to the question is, almost surely: No.

But is it worth trying, because (a) it might work—the horse might learn to sing—(b) it might half-work and still thus be useful as a note-system, and (c) it will teach me a lot about the limits of MAMLM technology when one asks it to do more than stochastic parrotage outside the realm of the extraordinary use case that it MAMLM-as-coding-assistant, or rather MAMLM-as-coding-master. Hence I now have:

~/.hermes/workspace/missions/conspectus/

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A conspectus is a short, organized overview of a larger text, giving you the main points and how they fit together, from conspicere, “to look at attentively.” You rarely see the word even in rarified academic English, except in translations from Slavic where konspect is an everyday word for structured study notes.

A summary condenses. A synopsis is a summary that follows the sequence of topics. An overview is casual and broad. A survey covers the range, rather than compresses. The word conspectus combines summary and survey: a compact map of the territory that is comprehensive and structured yet as brief as possible. the content. For me, my conspectus is book-by-book folders for books that I wish I had read (or re-read): notes, briefing, and synthesis documents that I review, flipping back to the text to read the book passages it direct me to as I do, and then afterwards either refer to myself or have it brought to my attention by my systems when it seems relevant to what I am thinking about.

Thus I will not have my memories of having read the book. I will not have read the book. But will the Chinese Room I and my systems construct be a good enough substitute for my memories of having read the book? Will I or my intelligence, for some definition of “I” or of “my intelligence”, have the knowledge that I would have had I read the book of Felix Somary, Menger’s student and classmate of Schumpeter and Mises, who spent fifty years watching Europe come apart and saying so? My machines built me a conspectus: a briefing, a critique, and pointers to the key scenes, including Weber storming out of a Vienna café and Ludendorff interrogating Somary at Kreuznach.

My bottom line: I think so. Give me five minutes’ notice, and I can now construct the memories, the brain states, that I would have had I in fact read the book. Or at least I can construct a very close approximation of them. I have run enough spot-checks against the text to be confident that the hallucination level her is very low. So I can now talk about the book as convincingly as if I had read it. Is that knowledge, or only a good performance of it?

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Now let me switch gears and talk about Felix Somary 1889-1956 called by some “the Raven of Zürich” and his autobiography The Raven of Zürich. In 1899 (aged seventeen), he enrolled in the Faculty of Law and Political Science of the University of Vienna, where he studied under Carl Menger (to whom he also served as an assistant) and Eugen von Philippovich. I am told by Wikipedia that his classmates included Joseph Schumpeter, Rudolf Hilferding, Otto Bauer, Emil Lederer, and Ludwig von Mises.

Somary foresaw the 1929 crash, preferred state bankruptcy to inflation, and warned against unconditional surrender. I’ve wanted to read his memoir for a decade and never will.

Here we have yet another of the Vienna figures, like Hayek, Schumpeter, Polanyi, and so forth, who kept trying to grasp and understand the problems of 1900 to 1950—the problems rooted in the replacement of the steampower by the applied-science, and then the mass-production economy, along with the parallel and associated transformations of mass communication and of the social network with the rise of nationalism and ethnicism. I know the book because of its account of Max Weber and Joseph Schumpeter discussing the Russian Revolution:

On my return journey I stopped briefly in Vienna to report to the Rothschild bank on the Bucharest negotiations. Apart from that, Max Weber had asked me to be present at the discussion he was to have with Schumpeter about the succession to his chair at the University of Vienna. Weber wanted to return to Germany and he was thinking of Schumpeter as his successor, but the two men knew each other only superficially, although Schumpeter had written an outstanding history of ideas to accompany Weber’s handbook on social sciences.

I was worried about the meeting, because a greater contrast between two personalities was hard to imagine. Max Weber was a restless, nervous type, full of ‘drive’, a Huguenot with deeply-held convictions, for which he strove with every atom of his energy. He battled on without letting up, even when only minor issues were at stake. He was explosive in temperament, verging on intolerance; those who did not know him well could easily have been put off or even frightened at first meeting him.

Hugo von Hofmannsthal tried to explain him by saying: ‘He has the gifts of a Caesar who is unable to find a field large enough for his energies.’ There was much truth in that observation: Weber was never in his life able to give his tremendous intellectual and spiritual powers full expression. He took nothing lightly.

Schumpeter, on the other hand, took nothing hard. He had been educated at the Vienna Theresianum, where the pupils were taught to stick to subjects, and not get personally involved. The rules of the game in every party and ideology were to be learned thoroughly, but nobody should join a party or subscribe to a dogma. And Schumpeter was a virtuoso at playing any political game, from the extreme left to the extreme right. He had worked briefly on the Socialisation Commission in Berlin, which met under the leadership of our Vienna University colleague Hilferding, who at the time led the German independent socialists, for whom the official Social Democrats were too moderate.

Hilferding often told me of his astonishment at Schumpeter’s radicalism; but Schumpeter was not radical at all, he merely followed through to the appropriate conclusions, given the premises. He felt that if socialism were to be introduced at the end of the war, it should be in a consistent way.

We met in the Café Landtmann opposite the University. Ludo Hartmann, a historian of the Classical world and son-in-law of Mommsen, accompanied Weber, and I came with Schumpeter. I took no notes of our conversation, but can recall the elements of it that impressed me most strongly.

The talk turned to the Russian Revolution, and Schumpeter expressed satisfaction that socialism was no longer an abstract theoretical notion, but would now be tested in the real world. Weber said with some heat that communism at the Russian stage of development was a crime—he knew the language and followed Russian affairs closely. He added that developments in Russia would lead to unheard-of human misery and end in a terrible catastrophe.

‘That may well be,’ said Schumpeter, ‘but it would be a good laboratory to test our theories’.

‘A laboratory heaped with human corpses!’ Weber rejoined.

‘Every anatomy classroom is the same thing’, Schumpeter shot back.

To change the subject, I commented that the war had altered the direction of social developments that would otherwise have gone quite differently. Weber agreed, but unfortunately chose Great Britain as his example, referring to its swing away from Liberalism. But Schumpeter disputed this view. Weber became more vehement and raised his voice, as Schumpeter for his part became more sarcastic and lowered his.

All around us the café customers stopped their card games and listened eagerly, until the point when Weber sprang to his feet and rushed out into the Ringstrasse, crying ‘This is intolerable!’ Hartmann followed with Weber’s hat, and vainly tried to calm him down.

Schumpeter, who had remained behind with me, only smiled and said ‘How can someone carry on like that in a coffee house!’…

I felt unhappy about the incident. Here were two individuals of rare gifts, who were not far apart in their fundamental views on the economy, and in their deep intellectual seriousness. But it was the curse of the German and Austrian haute bourgeoisie that its all too few original personalities, if they ever met at all, immediately became deadly enemies. They all had too much temperament to compromise on issues.

Both Weber and Schumpeter were failures in their native land, Austria; they only found success abroad. Yet they had something in common: outside their own country they felt themselves in exile…

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Conspectus introduces this set-piece as follows:

The Café Landtmann Clash: Weber vs. Schumpeter (p. 70):

  • The Scene: A high-society confrontation at the Café Landtmann in Vienna, the epicenter of the city’s intellectual milieu, where two of the 20th century’s greatest social scientists collide over the fate of the Russian Empire.

  • The Substance: A fundamental rift in the intellectual response to the Russian Revolution. While Max Weber reacts with visceral horror, viewing the event as an absolute crime and a catastrophe, Joseph Schumpeter maintains a clinical, almost detached curiosity, viewing the revolution as a “laboratory” to test the viability of socialist theories.

  • Why it’s striking: The juxtaposition of the setting—the leisurely, refined atmosphere of Viennese café culture—with the subject of the debate: the blood-soaked birth of the Soviet Union. It captures a pivotal moment where the old world’s intellectual giants attempted to rationalize the arrival of a new, terrifying era of systemic collapse.

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Great story, even if it is too good to be true in its details. So that put Felix Somary’s The Raven of Zürich on my to-read list. But today it is further from the top of the list than it was a decade ago. It is clear that I am never going to read it. But a properly-harnessed ollama/gemma4:31b-mlx, overseen and guided by a harness constructed by anthropic/claude-opus (itself harnessed by claude-code), can:

Plus I fed it Max Weber’s Economy & Society (which I have read, but long ago), and Slouching Towards Utopia (which, of course, I know very well.

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What do I think of the job that it is doing?

To summarize: I am quite pleased. After spending an hour on the conspectus folder (and then half an hour, checking random pieces of the conspectus folder against the actual book itself), I definitely feel like the Chinese Room of which I am a component could definitely fake it. It can respond as if I have actually read the book, in the way I would. Thus I have hopes that my leafing to the passages it points me to, consulting it when it comes to mind, and having my systems bring it in when they think it is relevant will together be as if I actually have the memories of having read, at least for people looking at me in my Chinese Room from the outside. And from the inside? That is a hard question that I do not yet have an answer to.

But the proof of the pudding is in the eating: What do my systems think is worth noting from Somary? Here is the introductory briefing that it wants to give me:


Briefing: Felix Somary, The Raven of Zürich

Felix Somary was the ultimate high-society canary in the coal mine. Trained in the Vienna school—which meant he spent his youth learning that the world is a fragile place and that economic depressions are inevitable (p. 17)—he spent the next fifty years watching the 20th century dismantle itself in real time. He calls the government the “fence that separates the zoo of wild animals from the outside world” (p. 15), and he spent his career observing exactly when and how those fences broke.

The arc of his life is a map of European collapse. In the pre-1914 years, he was playing the great game of international finance, trying to use the Baghdad Railway as a colonial compromise to stop the Anglo-German naval race from turning into a world war (p. 35-38). He failed, of course. During the war, he became a critic of the military’s delusional confidence, specifically General Ludendorff, who thought he could just seize Caucasian oilfields without considering how to actually get the oil out (pp. 66-67). Somary saw the rouble collapsing in 1917 while the diplomats were still pretending the Russian Empire was a going concern (p. 64).

Then came the Zürich years. This is where he earned the name “The Raven.” He played the role of the professional gloom-monger, correctly predicting the 1929 crash (p. 7) and managing client assets by restricting them to the only three places he trusted: Switzerland, Britain, and Holland (p. 77). He had a visceral hatred for inflation, calling it a “permanent poisoning of the very bloodstream of a society” (p. 78), and argued that a clean state default—a “one-time surgical intervention”—would have been far less damaging than the slow-motion arson of the interwar inflation (p. 78-79).

He ended up in Washington during WWII, where he looked at American technical mastery and saw a total lack of forward planning for the war economy (p. 106). He had a particular disdain for the “cult of mediocrity” in US education (p. 129) and the “unreality” of the Washington bubble, which he believes led to the failure to support the German resistance and a total misreading of the Soviet Union (p. 129). Even in the postwar era, he remained a skeptic of the Marshall Plan’s “frenetic speed” (p. 138), arguing that reciprocal free trade and free immigration would have been the real cure for the dollar shortage.

Somary died convinced that the US was making the same mistake again: attempting to install democratic regimes “from above” (p. 154) and humiliating defeated enemies through “unconditional surrender,” which he rightly noted makes the victor responsible for the resulting resentment (p. 155).


Critique: The Raven’s Eye

Somary is a brilliant witness, but he’s a prisoner of his own intellectual pedigree. He is a quintessential product of the Vienna school, which is to say he possesses an extraordinary eye for systemic fragility and a corresponding pathology of permanent pessimism.

He was prescient about the 1929 crash and the failure of the submarine warfare strategy because he understood the intersection of logistics and psychology better than the people running the machines. He understood that a “fence” (like the Habsburg monarchy) is only useful as long as the people inside it believe in the fence (p. 15). When he warns that the demand for “unconditional surrender” is a strategic error (p. 155), he’s speaking as a historian of the long-term, recognizing that stability requires a graceful exit for the loser.

However, I have very little patience for his “integrity of currencies” fetish. He speaks of the integrity of currencies as “the key to democratic survival” (p. 2) with a kind of religious fervor that smacks of gold-standard nostalgia. For Somary, inflation isn’t just a monetary phenomenon; it’s a moral failing. While he is correct that hyperinflation destroys the middle class, his insistence on immediate state bankruptcy as a “surgical intervention” (p. 78) ignores the political reality that such a move often triggers the very social collapse he fears.

His view of democracy is equally antiquated. He claims that democracy “cannot be decreed from above” and requires “centuries of organic historical development”—citing 600 years for the Swiss (p. 154). This is an aristocratic fantasy. It suggests that unless you have a few centuries of slow-growth institutional accretion, you’re doomed to failure. It ignores the capacity for rapid institutional leapfrogging that the 20th century proved was possible.

Finally, his theory on the 1929 crash—that it was primarily caused by the price disparity between agriculture and industry (p. 156)—is an oversimplification. It’s a classic “single-cause” fallacy. While agriculture was indeed crushed, the crash was a systemic failure of credit and liquidity, a collapse of the very “integrity” he spent his life obsessing over.

Somary is an indispensable source for the feeling of the era—the sheer, terrifying velocity of the “Great Breakdown.” He captured the “unreality” of the ruling classes in both Europe and Washington. But as an economic theorist, he is too often an observer of symptoms rather than a designer of cures. He can tell you exactly when the building is about to fall, but his only solution is to move your assets to a Swiss bank and wait for the dust to settle.


The roiling boil of linear algebra has, I think, done quite a good job at getting to the heart of Somary’s book (or what I think the heart of Somary’s book would be for me, were I to read it). It is not just a memoir of a financier. It is a forensic anatomy of the first half of the 20th century’s “Great Breakdown”, extraordinary in the tension between Somary’s deep technical expertise (albeit often misguided) and the historical tragedies that history brings to his door. Somary doesn’t just report events; he diagnoses them as systemic failures.

He has a Weber/Schumpeter debate about ideas and their implications when put into practice. He has a Somary/Ludendorff scene about competence: people Peter-principled well above their proper station who do not realize how lucky they have been and that they need to plan for their luck having already run out. And there are more set pieces about institutional scale and historical time and how we make our history but not in circumstances of our own choosing.

Let me give you Erich Ludendorff, future enthusiastic Nazi and effective military dictator of Germany in the last stages of World War I:


The Logistical Reckoning: Somary vs. Ludendorff (pp. 66–67):

  • The Scene: A high-stakes confrontation between the refined world of international finance and the blunt force of the Prussian military machine, centered on the delusional ambitions of General Erich Ludendorff.

  • The Substance: Somary exposes the cavernous gap between Ludendorff's "map-room" delusions of grandeur and the grinding reality of logistics. Specifically, he dismantles Ludendorff's confidence in capturing the Caucasian oilfields, pointing out the total impossibility of actually exploiting and transporting that oil in the short term.

  • Why it's striking: It is a clash of two different types of power. Somary, operating in the shadows of gold and diplomacy, acts as the cold voice of logistical reality, stripping away the military's illusion of omnipotence. It highlights the tragedy of the Great War: a military leadership that believed "will" could override the physics of supply chains.

A Day with Ludendorff in Kreuznach, 1917:

I spent the next months in complete withdrawal from the public eye…. But when the failure of the submarine campaign became apparent, many people rang me whom I had not seen for months…. Prophetic gifts were ascribed to me, and my opinion on the future was avidly sought…. In early summer of 1917 I heard… that General Ludendorff wanted a talk with me…. [Then] from Colonel Bauer a formal invitation to Kreuznach, the military headquarters…. A refusal was hardly possible…. I was the sole passenger in the carriage of the train bound for Kreuznach, and could not find out if there was anyone in the other carriages…. I was the only person who got off the train at Kreuznach…. I announced myself at the appointed hour at headquarters, Colonel Bauer received me with a few questions that led me to believe that my remarks on the future of the Russian rouble had been the cause of the invitation.

While Bauer was speaking the door was flung open, Ludendorff came rushing in and shouted harshly at me without a single word of greeting: ‘Who are you, and what do you want here?’ I went towards the door; Colonel Bauer pulled me back and spoke softly to Ludendorff, who muttered to himself, turned half to Bauer and half to me, saying that he was not to know when he saw a strange face who it might be. I immediately realised that the whole thing was play-acting, designed to intimidate me.

‘All right, all right,’ said Ludendorff. ‘I made no mistake with that question! What do you want, anyway? Now I hear about you everywhere; you get involved in every problem, even in connection with Russia. Who gave you the right? Who authorised you? Who stands behind you? In whose name are you speaking?’

‘In nobody’s but my own.’

‘That I don’t believe! Are you a German citizen?’

‘No.’

‘But you were in the Belgian military government?’

I saw from that question that he had been well briefed. ‘Yes, but I kept my original citizenship.’

‘Where are you from?’

‘From Austria.’

‘Where in Austria?’

‘From Vienna.’

‘Would you people like it if someone from here interfered in every aspect of your business?’ He went on: ‘What mission were you assigned by Austria, and who there gives you orders?’

‘Nobody appointed me to any job.’

‘Well, then, who pays your bills? Who then is paying for Naumann’s working group that seems to be able to mobilise all the parties? Well?’

‘Myself alone. Naumann would pay his own expenses if he had the means, so I do it for him. To allow an idea to be financed by government or some organisation is to prostitute it. Naumann’s ideas accord in many respects with mine—covering his expenses was naturally a gentleman’s arrangement.’

‘You can allow yourself such luxuries in the middle of a war? From what sources, and how?’

‘I do not owe anyone explanations on the origin of my assets.’

‘And this Austro-Polish merger, is that an idea you’ve also advocated on your own initiative? Or was this your creation to begin with? The intention was to surround us on all sides! But now we are doing in Poland what we want to do and must do, and Vienna has had to take it lying down. The Poles must be dominated, watched every minute of the day and night, otherwise they will attack us. And we know how to rule, not your hand-kissing people!’

‘Then you are thinking in terms of a colony, a colony in the middle of Europe, and want to force the natives immediately into military service? You will really come a cropper on that one!’

‘What are you talking about? If the Poles feel our fist, they won’t dare to move. Prussia as lord and master of Poland—I’d gladly exchange that for all the [German] softies south of the Main [River—Bavarians, Würtembergers, Black Foresters, Alsatians, Lorrainers, Badeners—] who only weaken our side! But that is naturally not your opinion.’

‘No, six great powers on the enemy side seem to me enough for us. But I do not understand why you are telling me all this.’

‘I understand from reliable sources that you continue to intrigue in favour of the Austro-Polish nonsense, even now, after the Austrians themselves have given up on the idea. And I ask you yet again, on whose behalf?’

‘I repeat: I am firmly convinced that the notion of a Polish-Austrian combination is the only possible solution. But it is not true that I am pushing for it. For me the whole matter is finished.’

‘Because of Vienna’s withdrawal?’

‘No, because of the loss of the war.’

‘What are you talking about? Since when have we lost the war?’

‘Since America came in.’

‘That’s your revenge! Some substitute for the defeat over Poland!’

‘God knows, I would rather have been wrong about America.’

‘Rubbish, that was just an episode!’

‘No, it was the decisive moment of the war.’

‘Doesn’t the coming collapse of Russia mean ten times more than America’s coming in? The Americans won’t have a real army for years!’

‘No, in place of one exhausted enemy we now have a fresh, unbeatable power, and moreover the only country that could have been an intermediary in negotiating peace.’

Ludendorff did not immediately answer, and while he had stared directly at me throughout the conversation, he now gazed mutely into space. Suddenly he said: ‘I would have kept away from the whole submarine business if I’d known that the revolution would break out so soon in Russia.’

‘You never thought then about revolution in Russia?’

‘No.’

‘I had assumed just the opposite at that time.’

‘Why?’

‘Because I cannot imagine that anyone would take on the deadly risk of a war with America if he still had to reckon on a long-term basis with Russia. I assumed that you felt you had a free hand on the Eastern front.’

‘And if that wasn’t the case in fact?’

‘General,’ I said with great seriousness, ‘I have been here for a long time, and still do not know why you summoned me.’

‘You have expressed the opinion that the rouble will cease to have value. I don’t understand money matters very well. What do you mean by that?’

‘That the rouble will lose all buying power.’

‘Why?’

‘The certain outcome of war and revolution.’

‘Havenstein thinks otherwise, but sent me your memorandum anyway. So you don’t think that we can get much out of Russia?’

‘No. Transport and probably also industrial production will be too chaotic for a long time; you cannot expect much from places where railways are still needed. Limited quantities of materiel may be had, but nothing significant in either raw materials or foodstuffs.’

‘There you are misinformed. In the Caucasus, the Russians have three-quarters of all the oil on earth. We are going to take it and hold it, during the war and after, because we are advancing to the Caucasus, and there we shall win the war.’

‘Will you have enough strength and time for that?’

‘Yes, certainly.’

‘And will the pipeline remain undamaged?’

‘What is that?’

‘The long oil pipe connection to the Black Sea.’

‘Built by the Russians?’

‘No, by a Dutch company. By the way, your estimate of the oil reserves is grossly exaggerated.’

‘You just pluck out of thin air what my people here have to scramble about trying to find! Your place should be here, with me, to give me intelligence reports about the war economy in the East.’

He said ‘with me’ quite distinctly, without referring to Hindenburg, without mentioning what office or position he had in mind.

‘Thanks, I was once in the bureaucracy, and I hope never to be again.’

‘That means you don’t want to cooperate because you consider it’s a lost cause. If everyone said that, if I said that myself, Germany would really go under. We think otherwise, even if we are standing with our backs to the wall. And by the way a lost war would be a healthy thing for our country: they’ve had everything too easy for the last forty-six years. That must change. If there were a defeat, Prussia would rise again, greater than ever in its history. But now we are very far from that point. When my divisions are freed from the Eastern front, I’ll crush France so completely that she will never rise, and then the English and Americans can waltz around the seas as much as they like. And now, I’m giving you an order to serve!’

‘I am an Austrian citizen, and anyway you would not have much joy out of me. I don’t subordinate myself to authority, and I voice my objections loud and clear. They have consequences.’

I had risen; Ludendorff stood too and bade farewell formally…. The man with whom I had just spoken, and who exercised authority in Germany as nobody before had ever done, had risked war with America at a time when he was still thinking of a long war with Russia; and in such a situation he spoke of a chief theatre of operations! For him, the entry of America into the war was a mere episode. The appeal to love of fatherland was repellent coming from a man who wanted to toss all non-Prussians out of his Germany. The very concept of ‘nation’ was blasphemous when mouthed by a Ludendorff….

In my time two men have determined the fate of the great German people: Ludendorff and Hitler. Both were destroyers of the first order. Was their immeasurable influence a factor of the times or of the German nation itself?…

As I said: too good to be true, but well worth my reading it. Or did I?

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CROSSPOST: STEVE VLADECK: 256. So Unexplained: Justice Alito’s Non-Responsive Emergency Docket Defense

The problem with the Supreme Court’s corrupt Republican majority’s use of the “Shadow Docket” is this: In too many high-profile cases, the justices are handing down significant rulings on scant briefing with little internal deliberation and little public explanation, in ways that at least appear to be inconsistent with the relevant standards of review, where the inconsistencies have a remarkable tendency of benefiting Republicans, and all while insisting that what little the Court says after such a truncated process should have precedential effects below. Samuel Alito pretends, falsely, that this is not the case:

And so Steve Vladeck is irate this morning:

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Inconsistency turns out to be the organizing feature of the chapter [8] in which I (“the most prolific academic critic of the emergency docket”) repeatedly appear. The central inconsistency… is structural…. Alito mashed together the speech he gave five years ago at Notre Dame Law School with a “postscript.” The former was deeply flawed…. The latter tries to move the goalposts…. The result is to leave readers with a disjointed, inaccurate, and misleading sense of what the debate is even about—to say nothing of how the Court’s own behavior since September 2021 (including Alito’s) has only further undermined the already-flawed claims Alito made back then…

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For example:

Alito was adamant, in his Notre Dame speech, that rulings on emergency applications don’t have precedential value…. But now we have the July 2025 ruling in Trump v. Boyle… [holding that] the result in a different case was “squarely controlled by” an earlier emergency docket ruling[:]… “Although our interim orders are not conclusive as to the merits, they inform how a court should exercise its equitable discretion in like cases.” 2021 Alito asserted that this just wasn’t true; 2026 Alito doesn’t bother to reconcile the contradiction because he doesn’t even acknowledge that it exists…

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I think Steve Vladeck has it right. They are corrupt. They are hyperpartisan.

Their malevolent impact on the state of the law needs to be rolled back by court expansion to neutralize their votes in the future and to rollback their illegal and unconstitutional decisions in the past:


CROSSPOST: STEVE VLADECK: 256. So Unexplained: Justice Alito’s Non-Responsive Emergency Docket Defense

<https://www.stevevladeck.com/p/256-so-unexplained-justice-alitos> <https://www.stevevladeck.com>

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256. So Unexplained: Justice Alito’s Non-Responsive Emergency Docket Defense
In the pre-publication galleys to his new book, So Ordered: An Originalist’s View of the Constitution, the Court, and Our Country, Justice Alito spelled my last name inconsistently. This is, I suspect, the pettiest possible point on which to open in discussing a Supreme Court justice’s new memoir, and I would never have mentioned it except for the fact …
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Justice Alito‘s new book purports to answer the Court’s shadow docket critics—by rebutting a caricature and by ignoring the ways in which his own behavior has contradicted nearly every claim he makes.

Steve Vladeck

2026-10-06

In the pre-publication galleys to his new book, So Ordered: An Originalist’s View of the Constitution, the Court, and Our Country, Justice Alito spelled my last name inconsistently.1 This is, I suspect, the pettiest possible point on which to open in discussing a Supreme Court justice’s new memoir, and I would never have mentioned it except for the fact that inconsistency turns out to be the organizing feature of the chapter in which I (“the most prolific academic critic of the emergency docket”) repeatedly appear.

The central inconsistency of Chapter 8, which is devoted to the emergency docket, is structural: Rather than tackle the subject holistically (as one might expect in a book), Alito mashed together the speech he gave five years ago at Notre Dame Law School with a “postscript.” The former was deeply flawed even at the time (among lots of other things, Alito repeatedly insisted that there was “nothing new” about the Court’s behavior on emergency applications during the first Trump administration and COVID); and the latter tries to move the goalposts away from the specific phenomena to which critics like me have actually objected.

The result is to leave readers with a disjointed, inaccurate, and misleading sense of what the debate is even about—to say nothing of how the Court’s own behavior since September 2021 (including Alito’s) has only further undermined the already-flawed claims Alito made back then. Somewhere between the galleys of Alito’s book and the final product (which hits bookstores today), someone apparently figured out that my last name should be spelled the same way (and correctly!) throughout. The other, more significant inconsistencies were, apparently, harder to fix.

Alito’s September 2021 Notre Dame Speech

It may help to start by doing something Justice Alito doesn’t—to put his September 2021 speech into the context in which Alito made it. September 2021 was the first time the term “shadow docket” had broken through into the mainstream media ecosystem. Specifically, public attention was turbocharged by the Court’s 5-4 order late in the evening on September 1 (almost certainly written by Alito) that had allowed Texas’s six-week abortion ban (“SB8”) to go into effect nine months before Dobbs. The dramatic uptick in rulings on emergency applications during the first Trump administration and then during COVID had certainly gotten some media coverage. But the first usage of the “shadow docket” term in a Supreme Court opinion had come in Justice Kagan’s SB8 dissent,2 where she argued (my emphasis added) that

Today’s ruling illustrates just how far the Court’s “shadow-docket” decisions may depart from the usual principles of appellate process. That ruling, as everyone must agree, is of great consequence. Yet the majority has acted without any guidance from the Court of Appeals—which is right now considering the same issues. It has reviewed only the most cursory party submissions, and then only hastily. And it barely bothers to explain its conclusion—that a challenge to an obviously unconstitutional abortion regulation backed by a wholly unprecedented enforcement scheme is unlikely to prevail. In all these ways, the majority’s decision is emblematic of too much of this Court’s shadow-docket decisionmaking—which every day becomes more unreasoned, inconsistent, and impossible to defend…

A couple of weeks later, the Senate Judiciary Committee picked up on these critiques, devoting a full Committee hearing (at which I was one of the majority witnesses) to “Texas’s Unconstitutional Abortion Ban and the Role of the Shadow Docket.” Alito, rather transparently, decided to use a (kinda-sorta-)public address at Notre Dame to push back.3

Alito’s speech, as reconstructed in the book, purported to defend the Court’s behavior by identifying what he described as the “ten criticisms” of the emergency docket, and then explaining why each criticism was unpersuasive. As I explained in detail at the time, the common theme of Alito’s arguments was that the Court was merely reacting to events beyond its control; that it wasn’t doing anything unusual (“nothing new”) in how it was reacting; and that its tendencies both to not explain its rulings and to hand them down at all hours of the night could be attributed to the fact that all of these cases unfolded against external deadlines (which wasn’t true even then in the vast majority of them; even in the SB8 case, where there was a deadline from when the law went into effect, the Court missed it by 23 hours). Meanwhile, Alito insisted, the Court was consistently following the standards governing emergency relief. Moreover, the fact that none of these rulings had any precedential value mitigated any concern over their broader, downstream effects.

Even in September 2021, Alito’s arguments were inconsistent with the facts—as I laid out during a presentation for the American Constitution Society chapter at Notre Dame one week after Alito’s speech, in a live-streamed video that’s still online. There were, already, countless examples during the first Trump administration and in COVID-related cases of the justices (Alito included) doing exactly what Alito disclaimed at Notre Dame; here’s the Court in February 2021 treating an order without a majority opinion as a precedent; here’s an April 2021 ruling granting an injunction (which requires a “clear and indisputable right to relief”) based upon a novel interpretation of the Free Exercise Clause. And there were lots of examples from the Trump I era of the Court already accepting that the “government” suffers irreparable harm anytime it is subject to an injunction.

By caricaturing what the criticisms actually were, and by asserting things that weren’t true, Alito was able to duck the single most important criticism then being made of the Court’s emergency docket behavior—that, in deciding so many high-profile cases on the emergency docket with such truncated process and so little explanation, the Court was also behaving inconsistently, so that it appeared that its rulings were motivated more by the political preferences of a majority of the justices than by the faithful application of neutral legal principles. Again, to quote Justice Kagan’s SB8 dissent, these rulings were increasingly becoming “more unreasoned, inconsistent, and impossible to defend.”

Consider, in this respect, the May 2022 Texas social media case, where Alito dissented from the Court’s refusal to disturb a lower-court injunction, warning that enjoining a state law was “a significant intrusion on state sovereignty” and that Texas “should not be required to seek preclearance from the federal courts before its laws go into effect.” It is a principled-sounding objection, except that Alito was (or, at least, appeared to be) in the majority in each of the COVID cases in which the Court blocked New York’s and California’s laws before, or just after, they took effect. If there is a neutral principle that distinguishes blue states’ laws from red states’ laws, he hasn’t articulated it (either then or since).

Alito’s “Postscript”

In the five years since Justice Alito’s Notre Dame speech, a couple of things have happened—especially on the emergency docket. The “postscript” to Chapter 8 at least concedes that, “[s]ince then, both the size and the importance of that docket have grown enormously.” And Alito identifies three causes for this shift—all of which are external to the Court: (1) presidents increasingly making policy without legislation; (2) “[e]qually bold” litigation countermeasures by opposing state AGs and interest groups, with deliberate forum selection; and (3) overreach by district judges.

I don’t actually disagree that all three of these developments have contributed to the phenomenon, even if Alito and I might disagree about which district judges have been engaged in overreaching. But Alito’s postscript never even considers the possibility that the Court bears any responsibility for the uptick—including by behaving in ways that have made it more attractive for certain litigants (especially the Trump administration) to keep coming back to the justices for emergency relief they wouldn’t previously have sought. On Alito’s telling, the only actual problem critics have identified that’s worth addressing is the increased volume—which is, in his view, everyone’s fault except the Court’s.

This deeply dubious framing allows Alito to make two moves. First, the postscript never returns to the criticisms he purported to address in the Notre Dame speech, and so he never even attempts to explain how the Court’s behavior over the last five years hasn’t completely undermined his defense of its behavior as of September 2021.

To take just one example, consider the question of whether orders respecting emergency relief have precedential force. Alito was adamant, in his Notre Dame speech, that rulings on emergency applications don’t have precedential value. That was, if anything, part of why he thought critics’ concerns were overstated. But now we have the July 2025 ruling in Trump v. Boyle, where the Court (in language Alito almost certainly joined), not only held that the result in a different case was “squarely controlled by” an earlier emergency docket ruling; it went on to stress that, “Although our interim orders are not conclusive as to the merits, they inform how a court should exercise its equitable discretion in like cases.” 2021 Alito asserted that this just wasn’t true; 2026 Alito doesn’t bother to reconcile the contradiction because he doesn’t even acknowledge that it exists.

Likewise, at Notre Dame, Alito had insisted that the Court was faithfully applying the existing standards for emergency relief, a central part of which is the balancing of the equities. Just over three months later, he joined a majority opinion asserting that, on an emergency application “[i]t is not our role to weigh such tradeoffs,” and he’s since been part of dozens of rulings in which the Court has skewed equities-balancing in ways that have asymmetrically benefitted the Trump administration (as compared to the Biden administration or private parties). Conservative law professors have kept asking whether the Court has sub silentio changed the standards for relief in these cases; Alito insisted in 2021 that it hadn’t, and has nothing to say about the topic today, even in the face of overwhelming evidence that the Court is not consistently applying the standards that it still insists are applicable.

My favorite charge of Alito’s, though, is that the Court’s emergency docket critics are just unhappy with the results—and so they’re dressing up substantive disagreements with outcomes in procedural terms. Leaving aside the not-so-subtle implication of bad faith on the part of the Court’s critics, Alito himself has also relied upon these same procedural objections when they have led to outcomes with which he is dissatisfied. In a June 2022 dissent, he complained that the majority “unnecessarily resolves difficult … questions on which … we have received only hurried briefing and no argument.” And as I noted at the time, his April 2023 dissent from the Court’s grant of stays in the mifepristone case is impressive in just how completely tone-deaf its hypocrisy is.

It’s also the case, as I’ve pointed out before, that not all of the shadow docket’s critics are disappointed progressives. Will Baude, who coined the term, is a conservative former clerk to Chief Justice Roberts; Donald Ayer was the number-two official at the Justice Department under George H.W. Bush; and the Chief Justice himself joined the Democratic appointees in dissent in a number of the higher-profile 2021 and 2022 emergency docket rulings (including the SB8 case). Ditto the 11 Republican-appointed judges surveyed by the New York Times last fall who “disagreed” that the Court had made appropriate use of the emergency docket during the second Trump administration.

And it wasn’t even two weeks ago that Eighth Circuit Judge David Stras urged the justices to provide more thoroughgoing explanations respecting their rulings on emergency applications in remarks at an event at William & Mary Law School. As ever, if the complaint were really just about outcomes, it would be very strange for the critics to spend so much energy begging the Court to write more—to give longer, more candid, more binding explanations for results they are said to oppose.

Second, by framing “what’s new” entirely as a function of volume, Alito can analyze reform proposals (including mine) solely through the lens of whether that proposal would help reduce the volume of emergency applications the Court receives. And so when, magically, proposals that aren’t actually about the volume problem won’t actually solve the volume problem, Alito throws up his hands. As the chapter closes, “No modest changes” could “stem the tsunami,” which he attributes to polarization, congressional deadlock, presidential frustration, a litigious culture, and “no small measure of hubris on the part of some district court judges.” (He’s going to love the Foreword.)

It’s hard to reply to such a non-responsive response. So let me close by making two points, neither of which should be new to regular readers of this newsletter. First, the emergency docket is a problem not because it exists, but because of how, too often, the Court behaves on it. The critique is, as succinctly as possible, that in too many high-profile cases, the justices are handing down significant rulings on scant briefing with little internal deliberation and little public explanation, in ways that at least appear to be inconsistent with the relevant standards of review, where the inconsistencies have a remarkable tendency of benefiting Republicans, and all while insisting that what little the Court says after such a truncated process should have precedential effects below.

And second, for a Court whose authority depends on diffuse public acceptance that its rulings are principled (if not of the principles themselves), the proliferation of thinly explained precedential rulings in high-profile cases has made it that much harder for that support to be earned. Yes, there are cases to which the critique does not easily apply. And yes, the Court is writing more—as evidenced by the recent run of grants of emergency relief that were accompanied by majority opinions. But numerators are meaningless without denominators. And especially since September 2021, the denominator of emergency docket rulings remains full of cases illustrating some or all of this charge, even as recently as last week. It’s the forest that matters far more than the trees.

So framed, there is virtually nothing in Chapter 8 of So Ordered that actually responds to the underlying critique, at least largely because Alito never acknowledges anything other than the size of the forest—including his, and the Court’s, deeply inconsistent behavior therein.

Like so much of the Court’s problematic behavior in recent years, Alito’s real defenses are, ultimately, unexplained.


1 “Vladeck” vs. “Vladek.” (The latter is the single most common misspelling of my last name.)

2 Technically, the term had also appeared in a 2019 dissent by Justice Sotomayor, but only in the title of an article she cited (my then-forthcoming Harvard Law Review essay, “The Solicitor General and the Shadow Docket”).

3 Alito’s talk was initially open only to those who could attend in person. After some public criticism (including from the Court’s press corps), the talk was live-streamed over the internet, but no official video- or audio-recording of the event (or transcript) has been publicly available since.

<https://www.stevevladeck.com/p/256-so-unexplained-justice-alitos> <https://www.stevevladeck.com>

One First
256. So Unexplained: Justice Alito’s Non-Responsive Emergency Docket Defense
In the pre-publication galleys to his new book, So Ordered: An Originalist’s View of the Constitution, the Court, and Our Country, Justice Alito spelled my last name inconsistently. This is, I suspect, the pettiest possible point on which to open in discussing a Supreme Court justice’s new memoir, and I would never have mentioned it except for the fact …
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Brad DeLong here: This is far outside my wheelhouse. But I find Steve’s arguments completely convincing. If there is a critique of what he says that has any force at all, I have not heard it. I would like to hear one, if it exists. I do not think that it does.

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neofascism
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Aggregate Total Factor Productivity & “Artificial Intelligence”: CHART OF THE DAY

Torsten Slok is right: There is no “AI” in the TFP data. But he’s wrong to stop there. “No sign of AI in the productivity data” is a headline that confuses the scoreboard with the game.

He presents an SFFed chart:

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and comments:

Torsten Slok: No Signs of AI in the Productivity Data <https://www.apollo.com/wealth/insights-news/insights/daily-spark/No-signs-of-AI-in-the-productivity-data>: ‘Hundreds of billions of dollars are flowing into data centers, chips and model training, and that capital deepening should mechanically lift output per hour. The harder question is whether AI is also raising TFP, meaning whether it is making the economy fundamentally more efficient. So far, the data says no. The chart below shows utilization-adjusted TFP from the San Francisco Fed, and it is currently sitting slightly below zero with no sign of acceleration since the AI capex cycle began. Output per hour, by contrast, is running near 2.5%, comfortably above its post-2005 average, and that strength is exactly what gets cited as evidence that AI is already working. But strong output per hour alongside flat TFP is the signature of capital deepening, not of a technology shock. The AI boom is clearly visible in investment data and in equity valuations, but it is not yet visible in the productivity statistics, which means the productivity payoff from AI remains a forecast rather than an observation…

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A technology shock can show up in three places:

  1. User surplus — enabling better-quality goods and services that statistical agencies never fully capture in measured output (without truly heroic hedonic adjustments).

  2. Capital deepening — enabling more investment that clears the hurdle rate but not by much, thus lifting output per hour.

  3. TFP — enabling more output from the same inputs, the thing economists actually mean by “total factor productivity.”

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“AI” is certainly doing (1) (and will keep doing so unless it goes horribly wrong the way so much social media did, and our brains are hacked to our detriment by AI-slop). And AI is certainly doing (2): that is growing wedge over the past three years between the “labor productivity growth” and the “TFP growth” line. What “AI” is not (or not yet) doing is (3)—delivering a supernormal increase in measured labor productivity over and above what we would have expected to see given the hurdle rate capital-deepening projects need to earn.

Slok’s chart doesn’t show that AI isn’t working. It shows that AI isn’t yet working in the one way TFP measures. That’s worth knowing. It is not quite the same as “no signs of AI in the productivity data”.

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The Highly-Cultured Vladimir Lenin: SANEWASHING OF THE DAY

Much better for the world and, almost surely, for Lenin, had he been a little less quick-witted, a little less a practical man of affairs, and a better Marxist theorist, like. Someone like, say, the Menshevik Yuliy Martov:

Adam Tooze has, I think, picked up the wrong quote about Lenin this morning.

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Tariq Ali wants to give us a highly-cultured Vladimir Lenin, a man of dilemmas and revolutionary possibility tragically overtaken by circumstances—looking past the dissolved parliaments, the secret police terrors, and the shootings of hostages. Like, on a much larger and more terrible scale, the verbal and artistic portraits of Kindly General Lee.

Adam picks this one up from Tariq Ali from nearly a decade ago <https://adamtooze.substack.com/p/top-links-1245-jobs-in-health-care>:

Tariq Ali (2017): How Lenin’s love of literature shaped the Russian Revolution: The father of the Soviet Union was also a Latin buff who adored Goethe and liked to compare his enemies to figures in novels <https://www.theguardian.com/books/2017/mar/25/lenin-love-literature-russian-revolution-soviet-union-goethe>: ‘This, then, was the intellectual atmosphere in which Lenin came of age. His father, a highly cultured conservative, was the chief inspector of schools in his region and much respected as an educationalist. At home, Shakespeare, Goethe and Pushkin, among others, were read aloud on Sunday afternoons. It was impossible for the Ulyanov family—“Lenin” was a pseudonym adopted to outwit the tsarist secret police—to escape high culture. At high school, Lenin fell in love with Latin. His headteacher had high hopes that he might become a philologist and Latin scholar. History willed otherwise, but Lenin’s passion for Latin, and taste for the classics, never left him. He read Virgil, Ovid, Horace and Juvenal in the original, as well as Roman senatorial orations. He devoured Goethe during his two decades in exile, reading and rereading Faust many times.

Lenin put his knowledge of the classics to good use in the time leading up to the October revolution of 1917. In April of that year, he broke with Russian social-democratic orthodoxy and, in a set of radical theses, called for a socialist revolution in Russia. A number of his own close comrades denounced him. In a sharp riposte, Lenin quoted Mephistopheles from Goethe’s masterwork: “Theory, my friend, is grey, but green is the eternal tree of life”…

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Much better to have picked up this quote from Edmund Wilson:

Edmund Wilson (1940): To the Finland Station: A Study in the Writing & Acting of History <https://cdnrepositorios.march.es/sites/default/files/images/node-5451-document.pdf>: ‘[Lenin] and [Maksim] Gorky were listening to Beethoven’s Appassionata: “I know nothing [Lenin said] that is greater than the Appassionata; I’d like to listen to it every day. It is marvelous superhuman music. I always think with pride—perhaps it is naive of me—what marvelous things human beings can do!’

Then screwing up his eyes and smiling, he added, rather sadly: ‘But I can’t listen to music too often. It affects your nerves, makes you want to say stupid nice things and stroke the heads of people who could create such beauty while living in this vile hell. And now you mustn’t stroke anyone’s head—you might get your hand bitten off. You have to hit them on the head, without any mercy, although our ideal is not to use force against anyone. Hm, hm, our duty is in- fernally hard’”…

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Of course, the most ironic thing Tariq Ali is that he still, writing 100 years after Lenin’s coup, is trying to pretend that Lenin won something of value with that classical allusion to Goethe of his.

We, more than 100 years later, know that the Marxist theory-based condemnations of Lenin by Rosa Luxemburg and others were not 100% accurate. If anything was wrong with them, it was that they did not go nearly far enough. They imagined disaster. They did not imagine the worst régimes in human history.

Marx wanted a revolution in a rich technologically advanced industrial society that would create a temporary dictatorship of the industrial proletariat that would lead to a utopian free society of associated producers.

Rosa Luxemburg (and many others!) pointed out that trying to run that playbook in a poor technologically retarded agricultural society would produce nothing good. And she was right:

(1) Rosa Luxemberg:

The tacit assumption… is… socialist transformation is something for which a ready-made formula lies completed in the pocket of the revolutionary party…. [But] what we possess… is nothing but a few main signposts which indicate the general direction… and the indications are mainly negative in character…. Socialism by its very nature cannot be decreed or introduced by ukase…. The whole mass of the people must take part in it. Otherwise, socialism will be decreed from behind a few official desks by a dozen intellectuals…. Decree, dictatorial force of the factory overseer, draconian penalties, rule by terror… demoralizes…. Without general elections, without unrestricted freedom of press and assembly, without a free struggle of opinion, life dies out in every public institution, becomes a mere semblance of life, in which only the bureaucracy remains as the active element…. A few dozen party leaders of inexhaustible energy and boundless experience direct and rule…. An elite of the working class is invited from time to time to meetings where they are to applaud… and to approve proposed resolutions unanimously… The dictatorship of a handful of politicians… caus[ing] a brutalization of public life: attempted assassinations, shooting of hostages, etc… <https://www.marxists.org/ebooks/luxemburg/The_Russian_Revolution_-_Luxemburg.pdf>

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(2) Also worth noting: Felix Somary on Max Weber & Josef Schumpeter:

On my return journey I stopped briefly in Vienna to report to the Rothschild bank on the Bucharest negotiations. Apart from that, Max Weber had asked me to be present at the discussion he was to have with Schumpeter about the succession to his chair at the University of Vienna, Weber wanted to return to Germany and he was thinking of Schumpeter as his successor, but the two men knew each other only superficially although Schumpeter had written an outstanding history of ideas to accompany Weber’s handbook on social sciences. I was worried about the meeting, because a greater contrast between two personalities was hard to imagine.

Max Weber was a restless, nervous type, full of ‘drive’, a Huguenot with deeply-held convictions, for which he strove with every atom of his energy. He battled on without letting up, even when only minor issues were at stake. He was explosive in temperament, verging on intolerance; those who did not know him well could easily have been put off or even frightened at first meeting him. Hugo von Hofmannsthal tried to explain him by saying: ‘He has the gifts of a Caesar who is unable to find a field large enough for his energies.’ There was much truth in that observation: Weber was never in his life able to give his tremendous intellectual and spiritual powers full expression. He took nothing lightly.

Schumpeter on the other hand took nothing hard. He had been educated at the Vienna Theresianum, where the pupils were taught to stick to subjects, and not get personally involved. The rules of the game in every party and ideology were to be learned thoroughly, but nobody should join a party or subscribe to adogma. And Schumpeter was a virtuoso at playing any political game, from the extreme left to the extreme tight. He had worked briefly on the Socialisation Commission in Berlin, which met under the leadership of our Vienna University colleague Hilferding, who at the time led the German independent socialists, for whom the official Social Democrats were too moderate. Hilferding often told me of his astonishment at Schumpeter’s radicalism; but Schumpeter was not radical at all, he merely followed through to the appropriate conclusions, given the premises. He felt that if socialism were to be introduced at the end of the war, it should be in a consistent way.

We met in the Café Landmann opposite the University. Ludo Hartmann, a historian of the Classical world and son-in-law of Mommsen, accompanied Weber, and I came with Schumpeter. I took no notes of our conversation, but can recall the elements of it that impressed me most strongly. The talk turned to the Russian Revolution, and Schumpeter expressed satisfaction that socialism was no longer an abstract theoretical notion, but would now be tested in the real world. Weber said with some heat that communism at the Russian stage of development was a crime — he knew the language and followed Russian affairs closely. He added that developments in Russia would lead to unheard-of human misery and end in a terrible catastrophe.

‘That may well be,’ said Schumpeter, ‘but it would be a good laboratory to test our theories.”

‘A laboratory heaped with human corpses!’ Weber rejoined.

‘Every anatomy classroom is the same thing,’ Schumpeter shot back.

To change the subject, I commented that the war had altered the direction of social developments that would otherwise have gone quite differently. Weber agreed, but unfortunately chose Great Britain as his example, referring to its swing away from Liberalism. But Schumpeter disputed this view. Weber became more vehement and raised his voice, as Schumpeter for his part became more sarcastic and lowered his. All around us the café customers stopped their card games and listened eagerly, until the point when Weber sprang to his feet and rushed out into the Ringstrasse, crying ‘This is intolerable!’ Hartmann followed with Weber’s hat, and vainly tried to calm him down. Schumpeter, who had remained behind with me, only smiled and said ‘How can someone carry on like that in a coffee house!’

I felt unhappy about the incident. Here were two individuals of rare gifts, who were not far apart in their fundamental views on the economy, and in their deep intellectual seriousness. But it was the curse of the German and Austrian haute bourgeoisie that its all too few original personalities, if they ever met at all, immediately became deadly enemies. They all had too much temperament to compromise on issues… <https://archive.org/details/the-raven-of-zurich/>

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(3) & more from Max Weber:

Take as an extreme example the authoritative power of the State or of the municipality in a monarchical constitution: it is strikingly reminiscent of the ancient kingdom of Egypt, in which the system of the ‘minor official’ prevailed at all levels. To this day there has never existed a bureaucracy which could compare with that of Egypt. This is known to everyone who knows the social history of ancient times; and it is equally apparent that to-day we are proceeding towards an evolution which resembles that system in every detail, except that it is built on other foundations, on technically more perfect, more rationalized, and therefore much more mechanized foundations. It is still more horrible to think that the world could one day be filled with nothing but those little cogs, little men clinging to little jobs and striving towards bigger ones—a state of affairs which is to be seen once more, as in the Egyptian records, playing an ever-increasing part in the spirit of our present administrative system… <https://faculty.rsu.edu/users/f/felwell/www/Theorists/Weber/Weber1909.htm>

and:

A progressive elimination of private capitalism is theoreticalIy conceivable, although it is surely not so easy as imagined in the dreamging of some literati who· do not know what it is all about…. Let us assume that some time in the future it will be done away. with. What would be the practical mult? The destruction of the steel frame of modem industrial work? No! The abolition of private capitalism would simply mean that also the top management of the nationalized or socialized enterprises would become bureaucratic.

Are the daily working conditions of the salaried employees and the workers in the state-owned Prussian mines and railroads really perceptibly different from those in big business enterprises? It is true that there is even less freedom, since every power struggle with a state bureaucracy is hopeless and since there is no appeal to an agency which as a matter of principle would be interested in limiting the employer’s power, such as there is in the case of a private enterprise. That would be the whole difference. State bureaucracy would rule alone if private capitalism were eliminated. The private and public bureaucracies, which now work next to, and potentially against, each other and hence check one another to a degree, would be merged into a single hierarchy.

This would be similar to the situation in ancient Egypt, but it would occur in a much more rational—and hence unbreakable—form…. Objectified intelligence is also that animated machine, the bureaucratic organizatlon, with its specialization of trained skills, its division of jurisdiction, its rule and hierarchical relations of authority. Together with the inanimate machine it is busy fabricating the shell of bondage which men will perhaps be forced to inhabit some day, as powerless as the fellahs of ancient Egypt…. It would be made all the more indestructible if in the social sphere a status order were then to be imposed upon the ruled, linked to the bureaucracy and in truth subordinate to it, as in the forced-labor states of the past. An “organic” social stratification, similar to the Oriental-Egyptian type, would then arise, but in contrast to the latter it would be as austerely rational as a machine. Who would want to deny that such a potentiality lies in the womb of the future?…

and:

When one has discussions with present-day socialists… in good faith… it will be found that, except in Russia, they all adhere to this standpoint… the time is as yet nowhere ripe…. When asked for an honest reply, every socialist intellectual will have to give this answer…. In Russia… the so-called Mensheviks… think that the Bolshevik experiment of imposing a socialist order from above, at the present stage of bourgeois society is not only nonsense but also a sin against Marxist dogma. The terrible hatred of these two parties for one another has its roots in this dogmatic accusation of heresy….

It is obviously justifiable to ask[:]… what can a revolution under these circumstances be expected to achieve, expecially during the war? It may well cause a civil war… but it could not bring about a socialist society… <https://opendocs.ids.ac.uk/articles/report/Socialism/26481607/1/files/48256639.pdf>

No more time this AM, but I would note that I have always found Tariq Ali to be a really weird and somewhat sinister dude.

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Nate Silver & Co.’s Take on the House of Representatives: CHART OF THE DAY

To know who will control the House, forget the national polls and zoom in on the five districts of PA-10, AZ-6, PA-7, NY-17, and WI-3. Nate Silver and co. see those five as having a 12% chance that seat #218 in terms of vote margins will turn out to be one of those five come November:

A Republican vote-share edge of 2.5% in the popular vote for translating that into House of Representative seats, or so Nate Silver and co. guesstimate. And the five most likely House seats to be #218? They are: PA-10 (Janelle Stelson vs. Scott Perry*), AZ-6 (JoAnna Mendoza vs. Juan Ciscomani*), PA-7 (Bob Brooks vs. Ryan Mackenzie*), NY-17 (Cait Conley vs. Mike Lawler*), WI-3 (Rebecca Cooke vs. Derrick Van Orden*):

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Yes, I have done the natural thing, and I have subscribed to Nate Silver and co.’s “Silver Bulletin”:

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At least for the next month.

Nate Silver cares, above all, about getting the percentages right—of getting 75% of his 75% predictions coming true. Thus he is the only person on the planet who does not succumb to wishful thinking in assessing American electoral politics.

And the House and Senate taken together? The guesstimates:

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Nate is also very good on resisting the incredibly stupid framing of any of this as a “horserace”. Now this candidate is ahead—not that one—now this one again. That is not how it works. Overwhelmingly, the things that will turn out to have mattered and decided the forthcoming election have already happened. We just do not know what they will turn out to have been yet.

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Arts Employment in America: CHART OF THE DAY

Digital arts are bleeding jobs while live entertainment grows. The pattern is suggestive, not conclusive. Yet it is very suggestive indeed:

200,000 fewer in paid creative-arts employmnet today than at the post-plague peak.

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300,000 fewer than the 2010-2019 level. 100,000 is a fall in employment in movie and TV production. But how much of that 100K is the streaming disruption, how much is “AI”, and how much is something else? And how much of the remaining 200K decline can be traced to “AI”?

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And we have:

Joey Politano: AI & the Fall? of the Creative Class <https://www.apricitas.io/p/ai-and-the-fall-of-the-creative-class>: ‘Media firms are decidedly coy about their AI use…. The effects of AI are also hard to disentangle from other factors currently affecting arts businesses…. Yet perhaps the clearest evidence of AI’s influence is just that all subsectors of the digital arts industry are losing jobs, while in-person entertainment is still growing at a healthy pace…. The worst-hit sector [is] movie & sound recording, which has been bleeding jobs at a nearly unprecedented pace over the last three years.

Hollywood has never seen a stretch as bad as the last four years….The streaming era has proven an extremely difficult transition, with traditional films and TV shows losing watch time to user-generated and increasingly AI-assisted or AI-generated content flows….

it’s difficult to meaningfully predict how new technologies will interact with existing arts businesses. Take the unexpected resurgence in book sales over the last four years…. The unlikely savior of the printed word came from perhaps its polar opposite—TikTok… [with] “BookTok” became a new way to source reviews, analysis, discourse, and community in a way that boosted the reading experience and absolutely turbocharged book sales. It’s possible that AI tools could have those same totally unpredictable spillovers….

Arts jobs might be a microcosm for other “creative-adjacent” work… AI-driven job displacement has been relatively minor…. Some white-collar sectors that looked prime for AI automation have even been on a hiring spree over the last few years…. Yet if the economic impact of AI ends up being anywhere near large enough to validate the trillions of dollars investors are currently betting on it, these economic disruptions will only spread from here…


Brad DeLong here: With marginal-cost pricing, Jevons’s Law’s operation requires a price-elasticity of demand greater than one. The problem with the arts is that demanders pay not just with money but also with attention-time. Creative-arts attention-time is also, already, a very high proportion of non-work non-sleep time. Those two factors make the creative-arts sector perhaps the heaviest of heaviest lifts as far as paid employment and technological change are concerned.

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Rooftop Solar Rules Elsewhere!: CHART OF THE DAY

The core hardware cost collapsed to $0.12/W — so why is a California rooftop still costing $3.00/W, and the market shrinking while Pakistan’s is booming? Soft costs, a dead tax credit, and a net-billing rule rewrote the arithmetic: in the U.S., policy and plumbing now matter more than the price of a panel. Chinese export deflation liberated the Punjab and electrified Perth; in California it ran straight into the Net Billing Tariff and stalled:

Globally, solar’s rise is a supply-side story: Chinese overcapacity, panels at $0.12/W, households and businesses defecting from the grid.

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But here in California the drivers of stagnation are policy shifts: a repealed tax credit, and a backflow compensation rule that turned the battery, not the panel, into the thing worth buying.

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And the context, from the FT:

Rachel Millard, Humza Jilani, Monica Mark, & Krishn Kaushik: ‘Offensively Cheap’: Solar Power Is Looking Up <https://www.ft.com/content/8b704ae0-1fa2-4303-925f-170fa5d935b3?syn-25a6b1a6=1>: ‘In the badlands of Chakwal, in north-central Pakistan, Bestway Cement is transforming plots of dry earth and olive and peach groves into a forest of solar panels. Its efforts will add 6.34 megawatts of generation capacity by the end of the year…. Already, solar generates over a quarter of the electricity powering its cement plant…. The solar revolution made possible by cheap Chinese photovoltaic panels — and the rise of small-scale, individual power generation — is transforming energy…. Cheaper panels enabled a vast rollout in China itself and helped solar generation evolve from a subsidised technology deployed mostly in markets looking to decarbonise to a vital source of electricity in areas where power is scarce, expensive or unreliable. That process started in countries like Pakistan, Brazil and South Africa and has now spread….

The fallout from the US-Iran war has led to more interest in rooftop solar in Britain, where since the end of August households have been able to buy 800-watt solar panels in supermarkets or DIY stores to plug in at home…. Plug-and-play panels are proving popular in the US despite President Trump’s general antipathy to renewables and his decision to eliminate a tax credit for rooftop solar systems….

“Perth, for example, is covered in rooftop solar,” says Pierluigi Mancarella, chair professor of electrical power systems at the University of Melbourne. “If you have a massive cloud formation, the rooftop PV production can drop by so much that it looks like you have lost basically almost a nuclear power station.”… The system operator has very little visibility over the aggregate gigawatt of generation capacity thus created…

Two big questions:

  • First, is $0.12/W Chinese solar-panel export price a stable equilibrium price, one that is going to fall further, or a temporary low driven by overcapacity, dumping, and state subsidy?

  • Second, what is going on here in the United States, where things seem to have stalled even as they accelerate elsewhere?

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I do not know the answer to the first. I think I understand the second (but I may not). Let me put this under the fold for now because I am not sure I am right here:

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CROSSPOST: MIKE KONCZAL: Can We Find Literally Any Sign Deportations Are Helping Native-Born Workers?

J.D. Vance promised seven million sidelined men would come roaring back into work. A year of data says native-born male employment ran below its 2024 level—and the “women took all the jobs because men replaced deported immigrants” story turns out to be pure invention":

Mike Konczal assesses the false restrictionist “promise” that mass deportation would pay off for native-born workers.

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Ten hypotheses:

  • lower native-born unemployment,

  • higher prime-age native-born employment,

  • a native-born male-employment rebound,

  • gains for the native-born least-educated,

  • state-level correlations between deportations and native-born labor-side outcomes,

  • faster native-born bottom-end wage growth,

  • quicker native-born job-finding,

  • rising labor share,

  • tighter market for native-born,

  • a construction-employment boom for the native-born.

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He checks each. Every one fails. The pattern vindicates the “complementarity view” of East & al. 2023, Cox & East 2026, and many, many more: removing immigrant workers tends to lower, not raise, native-born employment and wages. Complementarity beats substitution, exactly as the empirical literature from the Mariel Boatlift to Miami through the Obama-era “Secure Communities” absolute disaster said that it would.

Deportation shrank the pie rather than redistributing it. Surprise! Surprise!—or, rather, not surprise. The verdict is a clean sweep of nulls and negatives: no employment boom, no wage boom, no market-tightening, no construction windfall. The policy wasn’t a transfer to natives; it was a deadweight loss with casualties:


CROSSPOST: MIKE KONCZAL: Can We Find Literally Any Sign Deportations Are Helping Native-Born Workers?

<https://newsletter.mikekonczal.com> <https://newsletter.mikekonczal.com/p/can-we-find-literally-any-sign-deportation>

Mike Konczal
Can We Find Literally Any Sign Deportations Are Helping Native-Born Workers?
In response to my recent post on women gaining 101% of net payroll jobs under the Trump administration, commentators argued that this was largely about immigration, about native-born male workers taking jobs formerly held by deported immigrants and showing up as no net-new jobs. This turned out to be a total fabrication, it never happened, it’s fiction …
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Shoot the moon! Ten hypotheses, ten charts, and no payoff for native-born workers.

Mike Konczal

Sep 23, 2026

In response to my recent post on women gaining 101% of net payroll jobs under the Trump administration, commentators argued that this was largely about immigration, about native-born male workers taking jobs formerly held by deported immigrants and showing up as no net-new jobs. This turned out to be a total fabrication, it never happened, it’s fiction (see Hypothesis 3 below).

But it did make me realize that it’s been a little bit since I took a dive into the immigration debates. I’m nervous doing this because I know the Trump administration are not exactly “preponderance of the evidence” people. If they find one thing, one way to pitch the data favorable to them, they’ll run with it. Indeed, they spent a lot of 2025 arguing off the CPS raw levels, even though Jed Kolko spent a lot of time politely and ultimately correctly explaining why that was not a good idea. What are the chances we shoot the moon and find that all ten of our different hypotheses turn out to go against the restrictionist case?

Pretty good, actually. I crank through ten indicators where we might expect to see that payoff. But there is no employment or wage-growth boom for native-born workers in this data. I can’t find it. This mirrors what others are finding with more careful work than this speedrun, including Cox and East, 2026 (“The number of male U.S.-born workers at work also declines in the face of ICE activity”) and Herbst and Tekinfind, 2025 on decreased child care workers.

We’re going to move pretty fast through this. There’s a GitHub here where you can go ahead and ask your AI to download it and check it yourself. As we go, let’s channel our inner Jonathan Frakes on Beyond Belief: Fact or Fiction, telling us none of it ever happened. It’s a fake.

Hypothesis 1: Native-born unemployment would fall.

Native-born unemployment rate by month, not seasonally adjusted: higher in 2026 than 2024 in every month

It never happened. It’s higher instead. (Not seasonally adjusted, published BLS series.)

Hypothesis 2: Prime-age employment would rise for native-born workers.

Native-born prime-age employment-population ratio by month, not seasonally adjusted: lower in 2026 than 2024 in every month

Not this time. Instead, it is lower. (Not seasonally adjusted, aggregated published BLS categories.)

Hypothesis 3: Prime-age employment would rise for native-born male workers. The native-born prime-age employment rate is lower, but maybe men did better. This was the response to the gender split mentioned at the start. During the 2024 election, in response to a question about deportations, J.D. Vance said, “You would take, let’s say for example, the seven million prime-age men who have dropped out of the labor force” and “re-engage folks into the American labor market.” He later noted, “we have seven million—just men, not even women, just men—who have completely dropped out of the labor force.” Has that translated into an employment boom?

Native-born men’s prime-age employment-population ratio by month, not seasonally adjusted: June-August 2026 below the corresponding 2024 months

It’s a made-up tale. This employment rate has run roughly around 2024 values, being higher over the last winter but much lower this summer. (Not seasonally adjusted, author’s IPUMS calculation.) Note that Hypotheses 2 and 3 together means that female employment rates have fallen even more, potentially tied to the decreased child care availability mentioned above.

Hypothesis 4: Least-educated native workers would do better. Native-born workers without a college degree should have the most to gain when it comes to unemployment rates.

Native-born prime-age unemployment rate by education, 3-month moving average, 2024 vs. 2026: no improvement in 2026 for less than high school, high school, or some college

It’s totally pure fiction. (Not seasonally adjusted, author’s IPUMS calculation.)

Hypothesis 5: States with larger declines in noncitizen employment should see larger native-born employment gains.

State changes in measured noncitizen employment shares and native-born employment rates show no clear relationship; the fitted line slopes slightly downward

Not a chance. States with larger measured declines in noncitizen employment as a share of their prime-age population don’t see larger increases in native-born employment rates. This shouldn’t surprise us, East et al. (2023) found that Secure Communities reduced employment and hourly wages among U.S.-born workers. (Author’s IPUMS calculation.)

Hypothesis 6: Native-born wage growth would pick up for lower-wage workers. Let’s stick with nominal wage growth for native-born workers, since the Iran war caused inflation to skyrocket (and real wages to fall), which is very bad for these workers but separate from what we want to explore here.

Nominal hourly wage growth for native-born workers at the 10th, 20th, and 40th percentiles and the median, 2023 to 2026: growth slowed across the bottom half, and the bottom slowed first

It’s a fake. Whether it is the 10th, 20th, or 40th percentile, wage growth slowed. Some rebound for 10th percentile, but still against an overall collapse; the wage compression was earlier during the reopening. (Not seasonally adjusted, author’s IPUMS calculation.)

Hypothesis 7: Unemployed native workers could at least find work faster because immigrants were out of the way.

Job-finding rate for unemployed native-born prime-age workers, averaged over 12 available monthly observations, fell to its lowest level since 2021

We made it up. The smoothed job-finding rate for unemployed, native-born, prime-age workers slid through 2024, held roughly flat in 2025, and has fallen again in 2026 to its lowest level since 2021.

Hypothesis 8: Immigration is behind the fall in the labor share, so mass deportations should push it back up. That immigration was driving down the labor share was something I remember Batya Ungar-Sargon bringing up during the 2024 election as a reason to support President Trump. I assume other conservatives think this.

Labor share of nonfarm business income fell to a postwar low

It’s a total fabrication. The labor share actually fell suddenly and dramatically starting at the beginning of Trump’s second term starting in 2025 and continued into 2026, as we discussed in a recent post.

Hypothesis 9: Deportations would tighten the labor market. Job openings per unemployed worker and the quits rate should both rise.

Vacancies per unemployed worker and the quits rate, 2018-2026: both fell from their 2022-23 highs and stayed down

We created it. Both measures are at or below their 2024 levels in 2026. Vacancies per unemployed worker have ticked up this year, but only back to where they were in late 2024.

Hypothesis 10: Native-born workers in construction should particularly benefit. It has a very high foreign-born labor share, and it’s hard to automate with AI.

Construction: the foreign-born share of employment fell after 2024, while the share of native-born prime-age adults working in construction stayed flat

It’s an urban legend. The measured foreign-born share of construction employment fell. But the overall share of native-born prime-age adults working in construction didn’t rise. It stayed roughly flat.


This doesn’t surprise me, and yet I remain surprised by how hard it is to find a broad payoff for native-born workers here. I bet the Trump administration, whose approval now appears to have a 2 handle, is also surprised by how unpopular it and its handling of the economy have become. If they expected these deportations to have such amazing upsides that they’d balance out $1 trillion in health-care cuts and brand new neocon wars, simple economic theory and a well-developed empirical literature would all have told them otherwise.

<https://newsletter.mikekonczal.com/p/can-we-find-literally-any-sign-deportations?utm_source=substack&utm_campaign=post_embed&utm_medium=web&embedding_publication_id=35345> <https://newsletter.mikekonczal.com>

Mike Konczal
Can We Find Literally Any Sign Deportations Are Helping Native-Born Workers?
In response to my recent post on women gaining 101% of net payroll jobs under the Trump administration, commentators argued that this was largely about immigration, about native-born male workers taking jobs formerly held by deported immigrants and showing up as no net-new jobs. This turned out to be a total fabrication, it never happened, it’s fiction …
Read more

Brad DeLong here: The restrictionist case rests on substitutionist logic: remove foreign-born workers, and native-born workers should see lower unemployment, higher employment rates, faster wage growth, and a tighter labor market. But as people who look at evidence out there in the world rather than inside at the nativism in their own heads have known since David Card’s study of the Mariel Boatlift from Cuba to Miami, that does not appear to be the way the modern U.S. labor market works. Deporting immigrants is not just bad for the U.S. land factor of production, and the U.S. capital, entrepreneurship, and risk-bearing factors of production. It is also on-balance bad for the U.S. labor factor of production as well.

Yes, Mike explicitly does a “speedrun”. But surely, at this point, with so much bad-faith bulls*** being thrown at us by the Trumpists, their enablers, those who just want to report “both sides”, and those who will say anything to try to keep their plutocrat tax cuts and benefit from their kleptocrat connections, a speedrun is more than enough?

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Sharding the Self: Ben Thompson & FaceBook’s Muse Agentic System: THURSDAY THAUMATURGY

Not only are many of our deep relationships increasingly parasocial, but they are also increasingly role-bound and partial: a pleasing shard of the whole personality, which if parts of it were not kept decently draped and thus hidden, would mean that we would fail to maintain the “social interaction… balance between self-expression and the accommodation of others, which means that in the analog world it is a constant struggle to strike a balance between being myself and annoying everyone around me…”

Ben Thompson is very excited about FaceBook’s Muse Agentic System.

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But there is a potential fly in the ointment, and one that should, I think, push him back toward using his own systems and away from his using, or indeed recommending, Muse.

Why? Because of this observation he makes:

Ben Thompson: One More Note on Agents, Meta Connect, Meta Enterprise Platform <https://stratechery.com/2026/one-more-note-on-agents-meta-connect-meta-enterprise-platform/>: ‘How much of ourselves should we show the world?… Do I want you to know that I am a longtime Fortune magazine journalist who covers technology and is now writing a book about Facebook? Or should I tell you I am a fifty-seven-year-old husband of an artist, father of a teenage girl, sometime poet, and former union activist?… On my single Facebook profile, pretty much all is revealed….

Zuckerberg, along with a key group of his colleagues… believes that by openly acknowledging who we are and behaving consistently among all our friends, we will help create a healthier society. In a more “open and transparent” world, people will be held to the consequences of their actions and be more likely to behave responsibly….

I just flat out disagree….

Separating my identities… [is] far superior…. Social interaction… is always a balance between self-expression and the accommodation of others, which means that in the analog world it is a constant struggle to strike a balance between being myself and annoying everyone around me…. [Hence] my enthusiasm for messaging and group chats… I can simultaneously be a Bucks fan with the Fiefdom, be a tech enthusiast with my Slack group, explore ideas with my WhatsApp group, and talk politics with my trusted friends. The fact that I am not my whole self in any of these groups is a feature, not a bug, and one that is uniquely made possible by digital…. I am in private groups with plenty of folks that I disagree with about a whole host of things, but because we share a common interest, and are ok being trusted friends on that vector, I have learned a lot about why they believe what they believe about a bunch of issues…. It helps my analysis, and I think it makes me a better citizen…. What I think is even less debatable is that having separate identities for your private life and work life is not just health[ier], but also a vastly superior product experience…

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That above seems to me to be 100% true.

There is great value in role-bound structured interactions, and in keeping them within the structures, even with close friends.

Of course, there is also value in occasionally breaking out of those role-bound interactions, and giving a hint of the multi-dimensional and multi-faceted deep self.

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But only a hint. And not too often. And mostly as a sign of concern and connection, rather than as a breaking or a widening of the role-structure. Life just works better when one recognizes that there are times and places to be just one of “[1] a longtime… magazine journalist who covers technology… [2] is now writing a book… [3] a fifty-seven-year-old husband of an artist, [4 a] father of a teenage girl, [5 a] sometime poet… [or 6 a] former union activist…”. And yet FaceBook wants very much to stop him from being able to properly shard his self to do that.

Yet Ben Thompson overlooks that when he begins talking about FaceBook’s Muse Agentic System, “provisioning every user in… with a virtual machine with a 2-core processor, 8GB of RAM, and 8GB of storage.., a real-deal computer, which is pretty remarkable, and also the only way to make agents work for most people…” which has gotten him instantly excited, as he had found:

first coding agents, then an overall idea tracker agent… most recently an agent specifically tuned to my company’s needs…. Agents… are an AI that has access to a computer…. AI w[ill] not replace computers, but rather operate them… not that probabilistic LLMs would somehow become deterministic, but rather that LLMs would be able to leverage deterministic computers to do computer things; that’s exactly what an agent does, augmented by its ability to write things down…

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But then he brings himself up short, when he runs into FaceBook’s idea that its Muse Agentic System would be not just for the home but for the office as well:

Having separate identities for your private life and work life is not just health[ier], but also a vastly superior product experience. We just saw Microsoft realize that Copilot for both professional and personal lives was a mistake, and double down on the former; that Meta is risking the possibility of owning the latter to pursue the former, with literally no reason to think they might succeed other than what I believe to be a mistaken understanding of human nature, is crazy to me. Muse is cute and fun; why would you want to associate that with work, and intermingle what you have to do with what you want to do?…

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I am instantly reminded of Erving Goffman. We are no longer in the environment of evolutionary adaptation, where we see and interact with the same 70 people day after day after day. In a typical day I talk and listen in person in interactive exchanges to or move in the same space as step around perhaps 200 people, 180 of whom I have never seen before and will never see again. That works only because almost everybody, almost all the time, stays in their social-role lane.

Goffman’s core argument: that healthy people “segregate the audiences” to whom they perform different roles is how interaction stays coherent, not how it turns dishonest, in the huge amount of human sociality that is simply The Presentation of Self in Everyday Life. A self made legible to all roles at once maximizes role strain rather than resolving it. Role theory’s functionalist strand tells us that society coheres because a bank teller, a teacher, a patient each come with a script, and so most encounters need no negotiation. A role-unbound agent reintroduces negotiation into contexts that used to and ought to run on autopilot. That is friction disguised as personalization. And the “constant struggle to strike a balance between being myself and annoying everyone” that your draft quotes is civility.

Plus Mark Zuckerberg assures us now that Muse won’t share VM data with ad systems. But isn’t a complete, cross-context dossier of a whole human is the most valuable advertising asset ever assembled? The odds that Zuckerberg will not only change his mind in the future but knows right now that he will change his mind in the future are very very high.

And there is, of course, the very deep problem with the whole FaceBook enterprise: it is there to harvest your eyeballs and eardrums to make money by selling you ads. Ben Thompson may be the only person on earth who likes FaceBook ads—he sees them as just more amusing and informative content. But even Ben has had it up to here with Amazon and Google ads as things that attack and degrade his quality of life in the interest of making mere billionaires into multi-billionaires. And I think he will, someday, come around to recognizing that FaceBook has an even bigger alignment problem vis-à-vis the flourishing of Ben Thompson.

So: No, I am not going to be spending any time with Muse.

Goffman Presentation Of Self
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The Ten-Year Treasury Bond: CHART OF THE DAY

Everyone wants to blame the Iran War for 5% yields. But the inflation-breakeven line on my chart that should have jumped if they were right never moved — and that changes the diagnosis. I think we are driven back on (a) the “AI” investment book, and (b) a pronounced expectations-based tail-chasing non-linearity in transformation of the safe-asset shortage into a safe-asset glut:

Why have ten-year US Treasury interest rates jumped to 5.25%? The lazy answer blames the Iran War and the resulting inflation surge. I suspect otherwise. We have the extraordinary “AI”-driven investment boom. We have the erosion of the safe-asset premium that had been the result of the great post-2008 safe-asset shortage. My view: the truth is probably a combination — with the safe-asset piece probably the more worrisome.

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Nominal yield, TIPS yield, and inflation-breakeven: the current ten-year matures in late 2036:

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And we have Paul Krugman writing:

Paul Krugman: Booms, Bombs & Bonds: Interest Rates, Part I <https://paulkrugman.substack.com/p/booms-bombs-and-bonds-interest-rates>: ‘My best guess is that [right now] we’re mainly looking at the effects of the immense boom in AI-driven investment, but that the inflationary impact of the Iran War has reinforced those effects by triggering a change in the policy “narrative”…

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He sees four serious possibilities out there in the literature:

Serious economic analysts are currently telling four main stories…

They are:

  1. War & inflation. The Iran war disrupted world oil supplies, compounding the Russia-Ukraine war’s earlier constriction of diesel and refined-product markets. The resulting inflationary surge prompted central banks to raise rates. The conjunction of higher short-term inflation and short-term policy has crystalized a shift in expectations about the longer-run.

  2. The AI boom. Firms are investing on a vast scale (even though the ultimate economic payoff remains uncertain). Against the backdrop of an investment boom of this magnitude, interest rates at least this elevated are precisely what we would expect to see.

  3. The erosion of the safe-asset premium. The United States has long borrowed cheaply because its debt was regarded as uniquely “safe.” That premium presupposes relative scarcity—and the sheer quantity of debt now outstanding has begun to erode it.

  4. Debasement. Finally, the fiscal predicament is not America’s alone: France and the United Kingdom are likewise running large deficits while proving politically incapable of decisive correction. In an emerging economy, one would openly entertain the prospect of engineering inflation to erode the real value of the debt. At least some analysts contend that precisely that is already under way.

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If (1) or (4) were the main factor pushing the rise in long-term interest rates, however, we would expect to see the red inflation-breakeven line tilt up when the bond interest-rate line tilted up. It didn’t. Thus we are driven back to (2) and (3). There is an argument that (3) has to be a gradual process, and that what we are seeing now is not a gradual process. I think that argument is wrong. What we are talking about here is an expectational equilibrium in which the safe asset premium on U.S. Treasuries depends on everyone else believing that there is a safe asset premium on U.S. Treasuries. And such equilibria, when they unwind, can unwind suddenly and completely. So I see (2) and (3) as each live possibilities, and the truth probably a combination of the two.

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CROSSPOST: PAUL KRUGMAN: The Beclowning of Scott Bessent

A Treasury Secretary who controls neither the budget deficit nor the money supply nor international capital flows is never the “House”“ in financial markets, and anyone who claims to be such is, as Paul Krugman says, beclowning himself:

Paul Krugman sees that Scott Bessent—whom we all remember claimed with confidence and authority in the fall of 2024 that Donald Trump was really a free trader, and that his talk of tariffs was “escalating to deëscalate”—as having has destroyed his reputation by becoming a Trump lickspittle. Thus he is another example of the iron law that anyone who serves Trump destroys his own credibility and dignity—gives them to Trump, Trump takes them, usually does not even say “thank you”, and then moves on, offering nothing in return.

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Bessent, after intervening to support the yen, publicly declared “I am the house now” dared traders to bet against him, then did a small QE operation in 30-year Treasuries to try to push long rates down. But:

Trump’s rejection of an Iranian proposal to end the war
→ crude oil prices spiked back up
→ elevated inflation (diesel near record levels)
→ the Fed keeps short rates high
→ that expectation feeds into long-term rates
→ rates hit new records.

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Bessent’s jawboning was steamrolled by the very administration whose sycophancy he participates in. And Bessent then compounds his idiocy by predicting Iran’s economic collapse “within two weeks”:


CROSSPOST: PAUL KRUGMAN: The Beclowning of Scott Bessent

<https://paulkrugman.substack.com/p/the-beclowning-of-scott-bessent> <https://paulkrugman.substack.com>

Paul Krugman
The Beclowning of Scott Bessent
One iron law of current politics is that nobody who associates themselves with Donald Trump emerges with a shred of credibility. For some, that’s not a big loss — it’s not as if anyone respected Pete Hegseth even before he decided that the key to military success in an age of drones and AI was more testosterone. For others, however, the costs are real. …
Read more
Another Trump enabler pays the price

Paul Krugman

2026-09-29 04:20 PDT

One iron law of current politics is that nobody who associates themselves with Donald Trump emerges with a shred of credibility. For some, that’s not a big loss — it’s not as if anyone respected Pete Hegseth even before he decided that the key to military success in an age of drones and AI was more testosterone. For others, however, the costs are real. I’m old enough to remember when Marco Rubio was widely considered a reasonable, thoughtful politician.

Right now, however, my candidate for the biggest loser is Scott Bessent, the Secretary of the Treasury. Bessent started out with significant reputation to lose: When Trump selected him, this was the headline in the Financial Times:

Jason Furman, Barack Obama’s chief economist, described him as a “credible Treasury secretary who has a real understanding of the global economy”.

But Bessent has now transformed himself into the Baghdad Bob of bonds.

Three weeks ago, after intervening (for reasons that remain somewhat unclear) to support the Japanese yen, Bessent boasted about his ability to move markets and dared investors to bet against his, declaring “I am the house now.” He then tried to push long-term interest rates down, buying 30-year U.S. Treasuries in a move some have compared to paying down part of your mortgage by running up your credit card balance.

Here’s how that’s going so far:

To get some perspective on how high interest rates have gone, here’s a longer-term perspective:

We haven’t seen interest rates this high since the fading days of the dotcom bubble.

Why are interest rates hitting new records? The backdrop, as I argued in last Sunday’s primer, is the huge AI-driven investment boom; more on that next week. But the immediate cause of the latest interest rate spike was Trump’s rejection of an Iranian proposal to end the war. This rejection sent crude oil prices, which for a while had fallen considerably, shooting back up:

It’s notable, by the way, that oil prices remain high even though a significant amount of oil is now being shuttled through the Strait of Hormuz by night, on smaller vessels. That’s an interesting story, which has a lot to do with the fact that oil from the Hormuz shuttle runs must be transferred to larger vessels before being shipped to markets in Europe and Asia; around 15 percent of the world’s large crude carriers are now parked off the coast of Oman, waiting to be tanked up. This is creating a shipping crunch:

But that’s a topic for another day. For now, the point is that with oil still high and refined products, especially diesel, still close to record levels, inflation will remain elevated. And this in turn means that the Federal Reserve will keep short-term interest rates high, an expectation that is feeding into longer-term rates. Hence Bessent’s bond-market humiliation.

The truth is that Bessent might not have been able to get interest rates down even in the best of circumstances. But he certainly won’t get anywhere as long as Trump keeps believing that he can somehow convert his Iran debacle into a triumphant victory. And Trump will keep believing that as long as he is surrounded by sycophants who tell him what he wants to hear.

Sycophants like, for example, Scott Bessent, who is predicting the imminent collapse of the Iranian economy, possibly within two weeks. Bessent is right to say that the embargo on Iranian oil exports is placing the country under great economic strain. But his implicit prediction that this will quickly produce a deal that Trump can call victory looks no more plausible than his boasts about the bond market.

The big question now is, why would anyone with a reputation to lose work for Donald Trump? As the beclowning of Bessent shows, joining the Trump team won’t just damage your reputation; it will utterly destroy it.

<https://paulkrugman.substack.com/p/the-beclowning-of-scott-bessent> <https://paulkrugman.substack.com>

Paul Krugman
The Beclowning of Scott Bessent
One iron law of current politics is that nobody who associates themselves with Donald Trump emerges with a shred of credibility. For some, that’s not a big loss — it’s not as if anyone respected Pete Hegseth even before he decided that the key to military success in an age of drones and AI was more testosterone. For others, however, the costs are real. …
Read more

Brad DeLong here: Krugman calls it beclowning; the deeper truth is that Bessent torched his reputation long before the bond market got him.

Jason Furman did not have to participate in the sanewashing of the Trump II administration by calling Scott Bessent a “credible Treasury secretary”.

But he did.

Even though at the same time Bessent was setting his credibility on fire by assuring us that a Trump II administration would achieve 3-3-3: 3%/year real GDP growth, 3 million BPD more of oil production, and a 3% federal deficit as a share of GDP. Even though at the same time Bessent was setting his credibility on fire by assuring us that a Trump II administration would truly, surely be a free-trade administration because Trump was, in his heart of hearts, a free-trader, and was only talking about escalating tariffs as a way to strike deals to deëscalate them.

Trump was never a free-trader, and then when the Republican congressional caucus decided to let him play with “emergency” tariff toys, it was very clear from the get-go that Trump was like a pig in shit. And as for “deals”? Well, since Trump never keeps them, they were and are never real.

The days of sanewashing Treasury Secretary Bessent should never have been, and if they had been by now shoud have long been over.

But, still, we do have people overlooking the obvious that:

Bessent has now transformed himself into the Baghdad Bob of bonds.⁠..

Indeed. The not-so-secret secret is that he always was:

  • End net immigration—as Trump has—and the possibility of 3%/year real GDP growth goes out the window. And Bessent knew this before he took office. Forecasts of full-year 2026 and 2027 real GDP growth around 2.1%.

  • The deficit is twice 3% of GDP and moving the wrong way. Republican congressional caucuses will never vote for Medicare or Social Security or Defense cuts or for tax increases. “Emergency” tariffs by the fiat of the executive are not a serious budget-balancing item, as they are an order of magnitude too small. And even a Republican congressional caucus will only vote for Medicaid cuts if they are immediately passed through to tax cuts. And Bessent knew this before he took office

  • Domestic oil production is currently 13.8 million barrels/day, up 0.6 million from the 2024 baseline. Without huge new subsidies, that third “3” was never attainable in the absence of a geopolitical and geoeconomic catastrophe of the sort, well, that it looks like Trump may just be managing to create. And Bessent knew this, too, before he took office.

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Did a Fat, Laughing Barbarian General Divert the Industrial Revolution Away from China a Thousand Years After His Death?

In 756 the richest, most advanced polity on Earth nearly dissolved at the hands of one of its own frontier generals. Having survived, its rulers spent the next thousand years making sure no general could ever try again — and may have surrendered the Industrial Revolution in the bargain. Do I let this, one of the hundred things worth thinking about in the firehose-flood of my feed this morning, take over my brain and attention for a while? And what would be the best durable product if I do let this command my attention for a while?

There is an enormous absolute wealth of plausible historical causes for the “Great Divergence” between northwesternmost Europe and northeasternmost Asia. Do we want to explain China’s long post-1200 relative stagnation with clans, cousin marriage, or wet-rice paddies on the one hand.

Or should more causal weight be assigned to a more colorful and more vivid candidate explanation: the shadow cast on a civilization by one fat laughing rebel that led to the decision that the empire’s own army was the biggest enemy to fear?

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I am thinking of this right now because it has shown up in the firehose-flood of my feed from several different directions, springing from a Tang Dynasty poem; the very knotty questions of whether academic anthropology today can be anything useful, or whether the discipline needs to be leveled, and its pieces moved over to other departments; clan lineage vis-à-vis legal-framework associative human societal organization; and much else on which I have strong, albeit unfinished opinions.

But how much time can I spend on this today? And how do I ensure that the time I do spend on it is time well-spent, and will end up in some form potentially useful to future humanity as it thinks through these issues?

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The TangDynasty-era An-Shi rebellion of 756was led, first, by frontier commander An Lushan before he was murdered by his own son An Qingsu, and then led by his lieutenant Shi Siming. It was suppressed after Shi Siming’s murder by his own son Shi Chaoyi.

Phil H. gives us poet Sikong Shu, on the state of China in the aftermath, perhaps in 763 or so:

Sikong Shu: Seeing Off a Friend Back to the North After the Raiders Are Pacified <https://tangpoetry.substack.com/p/no-arcadia-is-left-after-the-war>:
‘When we went south together, you and I, The world was plunged in chaos, overthrown. Today, the times are cleansed, but this goodbye Returns you to our northern lands alone. In unfamiliar territories my hair Has turned already, fading into white. The old country is waiting for you, where The blue hills offer one familiar sight. From broken city walls and ruined keep Encountered by the moonlight in the dawn, You’ll reach that bitter mountain pass to sleep As stars and empty space above you yawn. Each step you take, and every anguished face, The shivering birds and withered grass keep pace.

司空曙 贼平后送人北归
世乱同南去,时清独北还。
他乡生白发,旧国见青山。
晓月过残垒,繁星宿故关。
寒禽与衰草,处处伴愁颜。

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Phil H. tells us:

Phil H.: Tang Poetry <https://tangpoetry.substack.com/p/no-arcadia-is-left-after-the-war>: ‘A classic. All the commentators say so… slightly awkward… because it’s a classic of what is not said, and… so has] to be very good at placing the words you didn’t say in the reader’s mind…. Seven years later… Xuanzong’s sons had reasserted Tang control. [But] Sikong is staying in the southern backwater… refuge…. His friend is returning to… Guangping…. Each of the first three couplets of this poem finds the sweet spot…. The north echoes the south; return echoes went; alone echoes together; etc….

[In] the second couplet… the Chinese just says: in the old country, you’ll see blue hills. The point is that… he will see the blue hills; but… precious little else that he remembers…. A poet self-consciously avoiding the important questions about what might be left after the war…. The third couplet…. Stars at a mountain pass - so what? We have… to realise that there are no more towns or waystations… because… of… battle….

After the… war… [no] spring… autumn is the only feeling…

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The 756-763 An-Shi Rebellion just might be a great hinge on which the history of China turns. It is the moment when the most powerful, populous, and technologically advanced polity on the planet came within an inch of dissolution at the hands of one of its own frontier generals. Having survived, its governing élite and state apparatus spent the next thousand years arranging its institutions so that no imperial general could ever successfully such a thing again. That arrangement kept the emperors and their courts relatively safe. It may also have cost Chinese civilization the ability to lead the Industrial Revolution.

I do teach this in course units on the Great Divergence. I also teach it in course units on High Patriarchy:

My thoughts on this do belong somewhere, in some form in which they can be absorbed and judged by the real ASI that is the Anthology Super-Intelligence of the collective literate time- and space-binding human mind. I need to work them up properly.

But there is so much else deserving of my attention as well…

However, this is worth thinking about right now: Come November, I am supposed to have a view of and discuss Greif, Mokyr, and Tabellini’s Two Paths to Prosperity: Culture & Institutions in Europe & China, 1000–2000, and the book has just raced by in the firehose-flood that is my feed, quickly followed by the poem.

The book by and large follows the line I assign to Joseph Henrich: lineage clans vs. corporate associations:

  • China → the clan. Strong patrilineal kinship loyalty and kin-based morality made kin groups the natural vehicle for cooperation which facilitated the consolidation of autocracy and, in the long run, dampened innovation.

  • Europe → the corporation. The Western Church’s prohibitions on cousin marriage eroded kinship ties, so cooperation had to extend to strangers—via guilds, universities, monasteries, and self-governing towns, which required formal rules, legal enforcement, and collective decision-making (majority voting), seeding the rule of law and constraining state power, and thus producing the miracle development institutions of a capitalist order in which market rather than patronage ruled.

In my feed I now have:

And, of course, I now have to pick up and wonder how much of today I want to spend rereading:

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If we center An Lushan and the extraordinary echo that he and the Tang Emperor Xuanzong left in the collective memory of China’s state élite, we are pushed in very different directions than those taken by Henrich, Greif, Mokyr, and Tabellini.

A thousand years before the nineteenth century—in 800, say—the cutting edges of human civilization were Haroun al-Rashid’s Baghdad and the Tang capital of Chang’an, not London or Bristol or any place in the backward, rain-soaked northwest of the Eurasian landmass. China in this era led the world in the three inventions Francis Bacon later credited with remaking Europe—gunpowder, printing, the compass—and had all three before the year 1000. At its twelfth-century apogee it produced more iron and marketed a greater share of its farm output than Britain would manage in the eighteenth. Chang’an under the high Tang was very possibly the largest city on the planet; the Song capital of Hangzhou later held perhaps half a million souls, larger than Baghdad or Constantinople or Córdoba or Delhi.

Emperor Xuanzong and general An Lushan is an arresting story. As so often in court-centered politics, it is very personal and really weird. By the 750s the Tang emperor Xuanzong had reigned for four decades. The vigor of his early years to curdle into the indulgence of his late ones. He had entrusted the defense of the northeastern frontier to An Lushan, a general of Sogdian and Turkic parentage: a court favorite, a jovial buffoonish man perhaps put through a mock adoption ceremony by the emperor’s beloved consort (and the emperor’s son’s ex-wife) Lady Yang: Yang Guifei. His infatuated love for her was so strong, it was said, that it overturned the natural order of patriarchy: parents preferred baby girls to baby boys.

The court found him amusing. The court found him useful. Chancellor Li Linfu had made it policy to hand frontier commands to non-Han soldiers precisely so that no ambitious mandarin with backing from a Han aristocratic lineage network could use a border army as a ladder to the throne. Since no Sogdian-Turkic general had an aristocratic support network to stabilize him on the throne, no Sogdian-Turkic general would dare try. Moreover, by the mid-750s, An Lushan appears to have been suffering from severe advaned diabetes: substantially obese, non-healing infected ulcers, and growing retinopathy. To the extent that Xuanzong and the court had an An Lushan problem in the mid-750s, it was about to solve itself.

But Li Linfu died. Yang Guifei begged Xuanzong to make her cousin Yang Guozhong Chancellor. Yang Guozhong moved against An Lushan. (It has never been clear to me why.) An Lushan did the standard arithmetic that Overmighty Subjects do. He marched south, claiming a secret imperial commission from Xuanzong to rid the court of Yang Guozhong. His rebels took the eastern capital, Luoyang, at which point An Lushan revealed that he would not be happy with Xuanzong as a puppet and proclaimed himself emperor of a new Yan dynasty.

The Tang defense broke. The road to the western capital Chang’an lay open. The emperor fled. At the post-station of Mawei his bodyguard killed Yang Guozhong, demanded permission to murder Yang Guifei as well, and the emperor Xuanzong—this is the scene that a thousand years of Chinese poetry could not leave alone—agreed. She was strangled. He escaped. He fled to Sichuan. He abdicated. His son Suzong took up the throne and the imperial resistance fight from the northwest with Uyghur cavalry.

An Lushan, paranoid and going blind, was murdered by his own son An Qingxu. An Qingxu was in turn killed by An Lushan’s lieutenant Shi Siming. Shi Siming was then killed by his own son Shi Chaoyi. By 763 the rebellion was over, but the Tang Empire that survived was a different creature from the Tang Empire that had gone in.

The general run of things was that in Europe kings, ministers, and landlords wanted a strong military, because the thing they feared most was the military of the next kingdom over: the next William the Conqueror, the next Napoleon. Local élite survival ran through military effectiveness. Military effectiveness ran through metallurgy, gunnery, shipbuilding, fortification, and finance. That complex did much to drive early modern European technological progress.

After the An-Shi rebellion, China’s emperors and élites saw things differently. As long as the steppe confederations could be kept divided, and diplomacy was very good at keeping them divided, there was little to fear from beyond the frontier. What an emperor, a grand secretary, or a great landlord had to fear was their own generals. An Lushan and Shi Siming are Exhibit A. The 1600s-era Three Feudatories Wu Sangui, Shang Zhixin, and Geng Jingzhong—lineages that had turned their coats, been instrumental in the conquest of China by the Qing, and been rewarded with extraordinary fiefs over Fujian, Guangdong, Guizhou, and Yunnan—are Exhibit B. A state whose deepest fear is its own army does not build a machine for military-technological competition. It builds a machine for keeping generals weak, divided, rotated, watched, and subordinate to civilian scholar-officials who could be trusted precisely because they commanded nothing.

The Song started the pattern around the year 1000. They built a state that systematically distrusted and demoted its own commanders, subordinating the sword to the writing-brush, even when Liao, Western Xia, and Jin armies were pressing on the frontier and a little more martial vigor would have been worth a great deal. That is the An Lushan reflex, institutionalized.

That is just one possible alternative candidate root-cause. It is there in addition to the Latin Church’s war on cousin marriage and the push that gave toward diffuse associative rather than tight lineage sociability. You need to line both of these up whenever you start contemplating the reasons for China’s long post-1200 pre-1975 relative stagnation,


But those are just one possible contributing causes, among many.

Perhaps the deeper problem was that the rice paddies were too fertile and the examination ladder too open, so that entrepreneurial energy was reliably captured, generation after generation, and remolded into orthodox Confucian landlord-scholar-bureaucrats. Perhaps it was the absence of a New World to plunder. Perhaps it was the absence of ungoverned corners, places still in the cultural milieu where heterodoxy could hide and then spread. Perhaps it was the absence of self-governing merchant cities. Perhaps it was that oxen and horses multiply the product of temperate wheat farming but do far less for subtropical wet-rice.

Perhaps there were many root causes.

But of all these, An Lushan is very vivid. You can point to a fat, laughing man at a doting emperor’s court and watch a civilization decide, forever after, that this must never be allowed again.

But that is all the time I have to spend on this today, for November and my presentation are far off, and there are other more urgent things flashing by in the feed.


The most urgent of these other things, however, is this: figuring out how to deal with the firehose-feed-flood of information so that my time is sliced to work productively, rather than scattered so that I start 1000 things, finish none of them, and when I return to any one of the 1000 I have to, effectively, start over from scratch.

In some sense, this is a good problem to have.

I confess: I do not read my feed. I stand in front of it, as one stands in front of a fire hydrant gushing, and I let it hit me in the face, and I try to catch a mouthful as it goes by. This is the info-bio tech-attention economy. It is worth being clear-eyed about it. The binding constraint on the life of the mind is no longer the supply of things worth reading. It is the supply of attention with which to read them.

Consider what a well-read person of, say, 1500 confronted. A gentleman-scholar with a good library and a lifetime of leisure could aspire to have read essentially everything that his culture regarded as worth reading—the classical corpus, the Church Fathers, the handful of moderns. Erasmus could hold the thing in his head. The problem was access: books were dear, manuscripts were rare, and the great intellectual labor was one of acquisition and preservation—of getting the text at all, and of keeping it from rotting or burning.

That world is gone. It is not coming back. On balance we should be very glad. But we have not yet built the habits of mind, or the institutions, appropriate to its successor. We are like the first generation of factory workers who still tried to farm on Sundays: our reflexes were formed for a régime of scarcity, and they misfire badly in a régime of superabundance.

The reflex says: this is worth reading, therefore I should read it.

And in 1500 that syllogism was sound.

Today that syllogism is a formula for madness.

So the first discipline is simply to avoid that madness, and to stop feeling guilty about it. Guilt is a category error. Failing to keep up is not a sin or a flaw. Keeping up is simply not a thing that can be done. There is no “behind.” There is only the flow, and the question of what to catch in the moment.

The second discipline is for me to ask of the firehose-flood: Where is my Value Above Replacement here? The replacement-level activity is not idleness. It is the next-thing streaming past, which is also excellent. So the bar is high, and it should be high, and most things—most genuinely worthwhile things—do not clear it. And I should teach myself to believe that that is fine.

The third discipline is this: follow the collisions. This post is an artifact of exactly that. Greif, Mokyr, and Tabellini’s Two Paths to Prosperity raced by in my feed. Then, hard on its heels, Phil H.’s rendering of Sikong Shu came by too. Together they strike sparks: the grand economic-historical narrative of clans-versus-corporations collided with a 763 lament for a world that battle had emptied of towns and waystations

The medieval scholar’s limited and finite library made for depth and for a certain magnificent thoroughness. Our infinite one makes for connection, for juxtaposition, for the unlicensed cross-pollination of a poem and a price series and a hardcover fantasy novel about Tang China all landing on the same desk in the same hour.

So what am I going to do this AM? I am going to disregard my own Value-Above-Replacement calculus entirely. I am going to pull Guy Gavriel Kay’s Under Heaven down off the shelf. I am going to spend hours I do not have rereading a fantasy novel about the An Lushan rebellion. For one point of standing in the firehose-flood-feed is not to work through it efficiently, but to let one stream carry you somewhere lovely, and quiet, and let the rest roar by.

The best durable product of my attention this AM will be renewing and reinforcing: again going through the pity, misery, and tragedy of Guy Gavriel Kay’s remixing of “The Song of Everlasting Sorrow” in Under Heaven.


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CROSSPOST: SINEAD O’SULLIVAN: SpaceX Pivots Away from Space

Broadband telecom is not an easy business to earn a high return in. SpaceX’s revenue is now 55% StarLink—broadband telecom—and 33% “AI”—which means renting out Colossus datacenters to Anthropic—and only 12%, you know, space launches:

Sinead O’Sullivan tells us that “Morningstar, the loneliest bear in the world, puts [the] fair value [of SpaceX] at $780B, of which about… [$60B] launch…[$550B] Starlink”, and $170B xAI. $1.75T of market capitalization on a 2025 revenue of $20B—$$11B StarLink, $6.5B renting Colossus to Anthropic, and $3.5B launches—and a net loss of $5B.

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Thus: “The real genius of SpaceX had nothing to do with aerodynamics or rocket telemetry but narrative rotation, as each new iteration of the company’s goals was financed by believers in the last”:

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CROSSPOST: SINEAD O’SULLIVAN: SpaceX Pivots Away from Space

<https://www.ft.com/content/0fd15797-ac89-4222-a4bb-03a6a1330f48?segmentID=0bb4f69a-72d2-5619-4945-365b9d6d2888&syn-25a6b1a6=0> <https://www.ft.com/alphaville>

SpaceX pivots away from space

Sinead O’Sullivan

Published YESTERDAY

Sinéad O’Sullivan is a former senior researcher at Harvard Business School and professor in aerospace engineering.

Almost a quarter of a century after SpaceX set out to make humanity multi-planetary, turning the space industry upside down in pursuit of Mars, it appears to have found something better to do.

In most ways, Mars was the entire point of SpaceX — a quasi-religious corporate creed, complete with colonies, timelines and the promise of making humanity a multi-planetary species, carrying our civilisation — and eventually our minds, once digitised — beyond Earth. In February, Musk announced that the company had shifted its focus from Mars to the much closer lunar surface, which also happens to be a more useful place to manufacture orbital data centres. Last week it emerged that SpaceX has stopped bidding for commercial Falcon 9 launches, allowing only US government customers for the rocket. And Gwynne Shotwell signalled last week in Paris that Crew Dragon, the only operational crew vehicle for routine missions for Nasa, will eventually be wound down.

What does it mean for the business of space when a company that is founded on getting humanity off Earth loses interest in the rather more immediate business of keeping humans in orbit around it? Shotwell’s solution? Let Boeing “have some business” — despite Boeing’s failure to fly a single operational crew rotation.

But there’s a bigger question: what happens to the companies that were relying on SpaceX to get to orbit? Musk spent two decades building Frankenstein’s monster; this ecosystem he now seems to regard as too small and boring to bother with. Luckily, there isn’t nearly as much demand for launch capability as Musk had promised. In 2025 Falcon 9 flew 165 times, and just 43 of those flights carried outside customers. Nearly three-quarters of the most celebrated launch cadence in history was SpaceX putting its own Starlink satellites into orbit. Meaning that selling launches to other companies brought in $4.1bn last year, up only 8 per cent in a market that was supposed to have exploded — and most of that came from Nasa and the Pentagon. In the second quarter of this year, space contributed just 12 per cent of SpaceX’s $7.8bn in revenue. Starlink brought in 55 per cent; the AI business, which only arrived in February, already accounted for 33 per cent.

However, Musk founded SpaceX on the bet that there was an enormous market for launch that was shackled by the industry’s high pricing. By making rockets reusable, the cost would collapse and customers would come running for access to low-Earth orbit. In other words, launch demand would be highly price elastic. But when SpaceX removed the price constraint, the expected flood of customers never came. It turns out the old-guard space executives who decided not to spend billions on reusable R&D weren’t all dinosaurs. Some of them may simply have understood the demand curve correctly.

That’s not to say there’s no demand. Yes, there are some customers for launch, and they’re now scrambling for access to orbit. But there just aren’t enough of them to matter to a company valued in the trillions.

Which suggests that the real genius of SpaceX had nothing to do with aerodynamics or rocket telemetry but narrative rotation, as each new iteration of the company’s goals was financed by believers in the last.

Reusability was paid for by Nasa and satellite operators, with federal commercial off-the-shelf and Commercial Crew money providing early proof-of-concept contracts to finance its early rounds.

Starlink was sold to private investors on the back of this reusability.

Mars gave SpaceX much needed urgency; an existential justification of sorts for moving fast and treating rules as impediments to a higher purpose.

And orbital AI compute is now being sold to public markets as the reason to pay almost any price for its stock.

The last rotation into the AI narrative has obviously been the most lucrative of all. In June it listed at $135 a share, a $1.77tn valuation and the largest IPO on record, on 2025 revenue of $18.67bn and a net loss of $4.9bn. That works out at roughly 95 times trailing sales, for a company whose AI segment spent $5.1bn on R&D last year, more than that segment’s entire revenue.

Morningstar, the loneliest bear in the world, puts fair value at $780bn, of which about $611bn is launch and Starlink.

Still, investors are grown-ups, and markets are a dog-eat-dog business.

But the real problem is Europe’s, because for most of the last fifteen years, Brussels has been trying to compete with a company whose launch model has yet to show meaningful viability, at least without putting a Tesla in space, absorbing a social media company and generating cat memes at industrial scale. For the last decade, Europe has attempted to pour money into new launchers designed to match SpaceX’s financing and operational style — without ever asking where the customers are supposed to come from. “Build it and they will come” did not work for SpaceX, whose rockets were eventually paid for by SpaceX’s own satellites. Without a launch company generating its own enormous demand, the numbers are unlikely to work.

Europe has spent years, and enormous amounts of money and institutional energy, trying to build a European SpaceX. But what if it has been competing with a mirage — and in the process, mistaking SpaceX’s dizzying growth for evidence of a dazzlingly large launch market? Which brings us back to the old, boring model. It kills me to say it, but maybe it was the sustainable one all along. Ariane, anyone?

<https://www.ft.com/content/0fd15797-ac89-4222-a4bb-03a6a1330f48?segmentID=0bb4f69a-72d2-5619-4945-365b9d6d2888&syn-25a6b1a6=0> <https://www.ft.com/alphaville>


Brad DeLong here: What do I think of this? Well, is satellite broadband likely to be super-competitive in the long-run vis-à-vis earth-based fiber- and tower-based broadband? Maybe. Perhaps. In the geographically dispersed low population density 20% of the market. But as soon as people cluster in cities the space-basing loses its edge. Are orbital datacenters likely to be super-competitive in the long-run vis-à-vis earth-based ones? I just do not see it. The orbital-datacenter case seems to me considerably weaker than the satellite-broadband one, for which there is genuine physics for serving dispersed customers. Yes, energy is nearly free in space once you have the solar panels, but heat dissipation is nearly free on earth.

Even Morningstar seems to be bending over backwards to burnish the Muskopoly unduly, IMHO.

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Yes. We Loathe Trump. We Really Loathe Trump. For Very Good Reasons. And We Are Many: CHART OF THE DAY

Nate Silver calls it his most underrated chart, and he well be right. Trump’s approval is a wall of people who don’t feel it strongly. The disapproval is hot and fierce:

From Nate Silver:

Nate Silver: <[twitter.com/NateSilve...](https://twitter.com/NateSilver538/status/2102884250400014633)>: ‘feel like this has been one of our more underrated charts. If you throw out voters who *weakly* approve or disapprove of Trump's performance and only look at *strong* approval/disapproval, his net approval rating is -29, even worse than his overall -22:

In other words, even though Trump's approval rating isn't good (now 37.6%), it's being propped by people who lukewarmly approve. Whereas the disapproval is *very* entrenched. A much different dynamic than the first term. Trump's approval has had some news-driven spikes. But the overall trend has been quite persistently downward. It's easy to convert a "weak approve" to some form of "disapprove". It's hard to convert a "strong disapprove" into any form of "approve"…

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What I would really like to see, of course, is the movement: a poll that followed 10,000 people over time, and reported how they shifted from basket to basket. But nobody thinks that would pay. And nobody in non-profit-land appears to think that would be worth funding, to my frustration.

But note this: Trump organized a coup attempt. And in its aftermath, he was more popular in America than he is now. This is the lowest net approval of any president at least since Herbert Hoover, and perhaps since long before (we do not really have polling before 1945). “News-driven spikes” that fade is exactly what you would predict from a presidency governing by chaos-monkey-fu. Each new outrage buys a day of base enthusiasm, and then compounds the strong-disapproval pile that never shrinks.

Silver’s own midterm model has already drawn the obvious inference: This is turning into a blue-wave environment. Expert raters clinging to neutrality are somehow anticipating that Trump’s awful numbers will not leak over and affect other Republican candidates. The argument that it is likely to is that strong disapproval is not just a polling artifact but turnout energy, for “lukewarm approvers” often find something else to do on a Tuesday in November.

So yes: We loathe him, we really loathe him, we loathe him for reasons that are specific, economic, constitutional, and moral. The chart's -29 says the quiet part out loud: We are not a coalition of cranks. We are many. But we need to turn out at the polls in November.

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Sana’a Café: Dwight & Telegraph: FRIDAY FOG & FLATLANDS

Annals of Technologies of Cognitive Alertness: Qahveh Khaneh Comes to Telegraph Avenue: How Coffee’s 600-Year-Old Birthplace Has Filled a Peet’s-Shaped Hole:

There is a Peet’s-shaped hole in my memory of the corner of Dwight & Telegraph, Peet’s! The ur-roaster. The place from which the founders of Starbucks learned their trade in the early 1970s. The fountainhead of the entire American specialty-coffee revolution that the—alas! now-late but then-assistant economics professor Suzanne Scotchmer introduced me to, back when I was a undergraduate junior in 1980-1981 at George Howell’s Coffee Connection in The Garage at the corner, of Mt. Auburn St. and Kennedy St. in Cambridge.

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I cannot say Peet’s abandoned a prime piece of Southside retail frontage. Telegraph Avenue had better days back when bookstores were still magnets. Traffic at that Peet’s was never anything like, say, Caffé Strada which does an extraordinary land-office business all the time during term time when it is not raining. But Peet’s did abandon a piece of frontage that was, objectively, a very well-placed perching spot for people coming up to campus from the south and west.

Replacing it is something called Sana’a Café.

The Sana’a Café (or, rather, a Sana’a Café) <https://thesanaacafe.com/> has opened with a bracing very strong pull—lots of grounds in the bottom of the cup:

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Thats blurry. Here’s the text OCR’d and reformatted:

SANA’A CAFÉ

ESPRESSO DRINKS (Hot | Iced)

Espresso (2oz) — $4.10
Cortado (4oz) — $4.49
Americano — $4.39 / $4.89
Cappuccino (12oz) — $4.95 / $5.45
Latte — $5.50 / $6.00
Caramel Macchiato — $6.79 / $7.29
White Mocha Latte — $6.59 / $7.09
Spanish Latte — $6.19 / $6.69
Yemeni Latte (Cardamom and Cinnamon) — $6.19 / $6.69
Sana’a Latte (Cardamom, Cinnamon, and Ginger) — $6.19 / $6.69
Matcha — $5.89 / $6.39
Pistachio Latte — $6.99 / $7.49
Hot Chocolate — $3.99 / $4.49
Mocha Latte — $5.95 / $6.45
Rose Latte — $6.19 / $6.69
Cinnamon Dolce Latte — $5.99 / $6.49
Shaken Iced Brown Sugar — $7.49 / $7.99
Biscoff Latte — $6.45 / $6.95

YEMENI SPECIALTY DRINKS (12oz | 16oz)

Sana’ani (Coffee with Cardamom and Cinnamon) — $4.99 / $5.99
Jubani (Coffee with Cardamom and Cinnamon) — $4.99 / $5.99
Arabic Light Roast (Light Roast Coffee with Cardamom and Cinnamon) — $4.99 / $5.99
Mofawar (Medium Roast Coffee with Cardamom and Cinnamon) — $4.99 / $5.99
Qishr (Coffee with Husk of the Coffee with Cardamom and Cinnamon) — $4.99 / $5.99
Adeni Chai (Yemeni Chai with Cardamom and Cinnamon) — $4.99 / $5.99
Yemeni Black Tea (Yemeni Black Tea, Cardamom and Cloves) — $4.99 / $5.99
Turkish Coffee (Medium and Dark Roast Coffee Only) — $4.99 / $5.99

DINE-IN

Small Pot (18oz) — $9.95
Medium Pot (24oz) — $15.95
Large Pot (32oz) — $19.95
Traveler Pot (96oz) — $29.95

ICED YEMENI SPECIALTY DRINKS

Iced Adeni Chai — $5.99
Iced Mofawar — $5.99
Iced Sana’ani — $5.49
Iced Dirty Chai (with espresso shot) — $6.99

ADD-ONS

Alternative Milk — $0.75
Add Flavor — $0.75
Add Shot — $1.75
Add Honey — $0.75

REFRESHERS

Mango Passion Fruit — $6.19
Kiwi Dragon Fruit — $6.19
Mango Watermelon — $6.19
Lemonade — $6.19
Mojito (with any flavor) — $6.99 (Choice of sparkling, water, or milk base)
Strawberry Lemonade — $6.19
Dragon Fruit — $6.19
Strawberry Acai — $7.19
Pink Drink — $7.19
Lemon Ginger — $5.59

SMOOTHIES

Mango Smoothie — $6.95
Strawberry Banana — $6.95
Strawberry Smoothie — $6.95
Banana Smoothie — $6.95

TEA (Hot or Iced)

Wild Peach — $4.99
Hibiscus — $4.79
Tangerine — $4.99

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It is one node in a rapidly branching network that did not exist anywhere on earth four years ago.

We tell ourselves that coffee comes from Ethiopia. That is true, in the narrow botanical sense. Coffea arabica is native to the highland forests of Kaffa, in the southwest of Ethiopia, where it grew wild and largely unregarded for a very long time. But a wild plant is not a beverage. And a beverage is not a culture. The plant is an accident of biogeography. The drink—coffee as a thing you brew, share, argue over, and organize your social life around—was a human invention. It was invented in Yemen.

Sometime soon after 1400, coffee made the short but decisive hop across the Red Sea, and it was Yemeni Sufi mystics who first put it to systematic use: they brewed the seeds and husks of the coffee cherry to stay awake through their long nocturnal devotions. Coffee was at the get-go not a consumer pleasure but a religious productive—salvation-generating—technology of wakefulness—a productivity enhancement for the spiritually ambitious. Graduate students bent over their laptops in the new Sana’a frantically booting their am or pm wakefulness are, whether they know it or not, the direct cultural descendants of 1400s dervishes trying to squeeze more devotional hours. The application has secularized. The pharmacology and, largely, the sociology have not changed.

From the Sufi lodges, the practice diffused outward. It reached into ordinary Yemeni society. By the middle of the 1400s, we are told the qahveh khaneh had opened their doors in Yemeni cities. Everything downstream of that traces its lineage back to Yemen: the coffeehouses of Cairo and Constantinople, of Mecca and Isfahan, and eventually the London coffeehouses, out of which Lloyd’s of London and the stock exchange and a good chunk of the eighteenth-century public sphere would crystallize. When Jürgen Habermas wants to locate the birthplace of the bourgeois public sphere, he points to the coffeehouse. He might have pointed further back to Yemen and to the qahveh khaneh of Coffea arabica, with caffeine-laden coffee being (along with caffeine-laden tea and nicotine) one of the three major early modern biotechnologies of cognitive alertness.

There is the port. For roughly three centuries, from 1450 to 1650, the bulk of the coffee that reached the wider world was grown in Yemen and then left through the single Red Sea harbor of al-Makha. The beans that passed through it became known simply as “mocha”. The name has outlived the port’s near-monopoly by three hundred years. It has now attached itself, with magnificent inaccuracy, to a drink of espresso and chocolate that has nothing whatever to do with al-Makha, but is instead a weird marketing accident. (Some claim that Yemeni beans, grown at altitude on ancient terraces and dried whole in the sun, carry a genuinely cocoa-like depth.)

Yemen, of course, understood exactly what it had. For nearly two hundred years it ran one of history’s most successful commodity cartels. Green beans were boiled or roasted before export so that they could not germinate abroad in an early-modern equivalent of DRM. Smuggling live plants out of the country was punishable. It worked, more or less, until it didn’t: by 1625 Dutch traders had gotten viable plants out into the botanical gardens of Amsterdam. Then they leaped, to Ceylon, to Java, and by the mid-1700s coffee was growing across the Americas, Yemen’s monopoly was simply gone, and the fact that all of coffee’s pests and parasites were located in the horn of Africa meant that Yemen and Ethiopia faced large production disadvantages vis-à-vis producers in the rest of the world.

What survived the collapse of the monopoly was the culture.

Qishr—brewed from the dried husks of the coffee cherry rather than the bean, spiced with ginger and cardamom, naturally low in caffeine, originally, I am told, a poor-man’s drink for coffee workers who could not afford beans that had had their price boosted by export demand—is still drunk across Yemen.

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It is on the menu at Dwight and Telegraph, priced at $4.99 for twelve ounces. That is a sentence that would have been unintelligible to any human being alive before about 2023. (I have not yet tried it.)

There is now a Yemeni-style coffeehouse miniboom. The Associated Press tells me that the number of cafés operated by six Yemeni-style chains in the United States grew by fifty percent in 2025 to 136 locations. The oldest of these, Qahwah House, opened its first store in Dearborn, Michigan, in 2017—Dearborn being home to one of the largest Arab American communities in the country, a legacy of the auto industry’s twentieth-century labor demand. It now runs more than twenty locations.

There is a clear niche for a non-chain, single-location, local-focused coffeehouse in a world in which there are 700 Starbuckses and 130 Peet’ses in Greater San Francisco. But is there a niche for another chain? The idea isnot “beat Starbucks at being Starbucks”, but to occupy a position Starbucks structurally cannot occupy with a favorable cost structure. I see four things at work here:

  1. Product differentiation: Starbuckses could add a cardamom latte tomorrow; it could never be Yemeni. That’s a moat made of identity, and it lets them sidestep price comparison, for there is no reference price for a Sana’ani.

  2. Late-night: Starbuckses close early and have spent a decade engineering out lingering, and so there is a place for serving the 9 p.m. slot Starbuckses will not occupy.

  3. Co-ethnicity: community financing, lower monitoring costs, and labor supplied by cousins and friends of cousins because it’s kin and it’s “purpose, not work”; the classic immigrant-entrepreneurship advantage of sweat equity, trust networks, and trade diasporas doing work.

  4. Customer base: Arab-American and the broader “somewhere to go that isn’t a bar” crowd, plus the curious.

  5. Incumbent retreat: Peet’ses and Starbuckses spent 40 years teaching Americans to pay $6. Sana’a inherits that trained demand and the physical carcasses. Low build-out cost, pre-qualified locations, demand already conditioned.

Of course, “authenticity”, “community”, and immigrant-networks and sweat equity powerfully erode with scale.


The city of Sana’a:

Sana’a is not on the seacoast. Sana’a is not a port. Sana’a is located in the western-highland geographic spine that is the terraced-slopes highland coffee-growing region. It is the traditional capital of Yemen. (It is the capital of the Houthi-controlled part of Yemen; the rest is ruled from Aden.) It is Yemen’s largest city, sitting at about 7,500 feet. Its old walled city is a UNESCO World Heritage Site.

Sana’a Café began in downtown San Francisco in 2023 as a family business. A cinnamon-cardamom combination in a strength never seen outside Yemen. Ginger, saffron, and honeycomb bread in an elaborate and very nonstandard pastry case (baklava, milk cakes, pistachio cheesecakes). Now Sana’a Café counts on the order of sixteen locations in California, plus one in Washington state; has taken over a former Starbucks in San Francisco’s Financial District at 27 Drumm Street; has three storefronts in the Sacramento area; and has one in Hollywood and one in Orange County. In the words of co-founder Sadeq Aleqel:

Sadeq Aleqel: Exploring Life & Business <https://voyagela.com/interview/exploring-life-business-with-sadeq-alaqel-of-sanaa-cafe/>: ‘The response from the community was immediate and heartfelt—people weren’t just discovering coffee, they were experiencing a culture, a story, and a centuries-old tradition in every cup…. Our focus is on Yemeni-style coffee and drinks, prepared with care and authenticity…. Serving Yemeni coffee and sharing our heritage doesn’t feel like work; it feels like purpose…. For us, the greatest risk would be not sharing Yemen’s coffee heritage at all….


The Dwight & Telegrph in Berkeley café location opened up, I have been told, in late July. The Daily Cal was soon reporting that at 11 pm you could see it full of summer-school students, heads down, studying, drawn by the midnight closing time, and by coffee mixed with amounts of cardomom, cinnamon, and other spices that you would never find in Italy or France.

And by the honeycomb pastries.

But how is it going to do for me this fall? The floors from the subbasement through four of Evans Hall have now been shut. The occupied floors are reduced to five through ten, with economics on floors five and six, and math on floors seven through ten. (You may ask: Why? Doesn’t economics have as many professors, more graduate students, and nearly aleph-null times as many undergraduates majors as math? Don’t ask.) That closing-off of the bottom half of the building does have consequences. For one thing, no drink vending machines. for another, no library on floor one to pick up things delivered from the remote book stacks. So I find myself going over to the main library, and then finding a chair there and perching with my laptop rather than going back up the seven flights of stairs. (Elevators, you say? Don’t ask.)

Could Sana’a Café this fall be, for me, a place to (a) drink good coffee, (b) hold office hours that are enjoyable for people to come to, and (c) have a chance of running into people by accident?

The dervishes knew coffee as a biotechnological device for extending the productive day, for wringing more devotional hours out of a body that wanted to sleep. That function has not gone anywhere. But three others have grown up around it, for the coffeehouse also matters. The drink narrows and sharpens attention. The room does more.

One defining pathology of intellectual life since about 2010 is that we have become extraordinarily good at finding exactly the information and exactly the people we already know we want, and correspondingly terrible at encountering the ones we did not know to look for. The search bar, the calendar invite, the scheduled Zoom—these are instruments of intention. They deliver what you asked for. They are useless for delivering what you had no way to ask for because you did not yet know it existed. As my teacher David Landes once said: you have to have a stack pass and go into the stacks of the library because the thing you want is not the thing you think you want but the thing three slots to the left.

The café is one of the last machines we have for manufacturing the unplanned collisions. Jane Jacobs had a vision of a dense and various public space that is useful precisely because you cannot predict what it will throw at you. A coffeehouse is such a sidewalk ballet with seating and a caffeine subsidy.

There is also the coffeehouse is a device for shifting frame. You think differently in a mild ambient hum than in silence. A change of physical location can unstick a stuck mental problem, that has you going in circles. Being among strangers who neither know nor care what you are working on can loosen the grip of a malevolent internal editor in a way that a familiar desk never will. The café supplies enough stimulation to keep the vigilance system idling, but not so much that it captures you.

Coffeehouses are an efficient bundling of: a legitimate reason to leave the house; a socially sanctioned excuse to be idle in public while your back-brain works; a stimulant delivered in a ritual that paces its consumption; and a nonzero probability of a useful accidental encounter.

Where else do you get all four for the price of a latte?

For me, it probably will not work for (c): Caffé Strada on eastsouthside is the champion, clearly; there is no parallel northside gathering place; and Sana’a’s location is very off of all beaten tracks for economists. (a) is very attainable. (b), perhaps as well.

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Gerard Baker: BULLSHIT ARTIST OF THE DAY

My interpretation of what is going on here: Gerard Baker saying “I am anti-Trump too!”, in the hope of shifting to firmer ground on which he can argue that he and his friends should get to keep all their ill-gotten gains from the Trump tax cuts. After all, aren’t the only things that matter (a) that, (b) making liberals sad and (c ) keeping non-”white” non-male non-elderly people in their place?:

So how come Google Maps now calls the Gulf of Mexico and Lake Ontario the Gulf of and Lake America, but does not yet show New Mexico relabled as “New America” anyway?

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Trump calling for the renaming of New Mexico

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We have the absolutely remarkable, in so many ways:

Gerard Baker: Help—I Feel a Bad Case of TDS Coming On <https://www.wsj.com/opinion/helpi-feel-a-bad-case-of-tds-coming-on-0d2515aa>: ‘A signal achievement [of Trump] has been getting control of the border and removing some of the people who have no legal right to be here. But even with this proper and overwhelmingly popular policy, the administration has managed to harm the country and the GOP’s standing. The unnecessarily cruel and indiscriminate approach has caught many in its dragnet who shouldn’t be treated that way and is fundamentally un-American. The political effect has been to devastate support for the GOP among Hispanics, more than reversing the gains Mr. Trump had made with the fastest-growing ethnic population in the country…

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In what sense can this possibly be a “signal achievement” if it is “cruel and indiscriminate… caught many… who shouldn’t be treated that way… fundamentally un-American?”

Baker’s closing:

The looming Republican calamity… will be the result of presidential hubris, vanity, recklessness and the wider party’s abdication of accountability. Instead of seizing an unrivaled opportunity to shift America off the path of progressive endangerment, the GOP risks handing it back to the Democrats and their own obsessions. It’s enough to give anyone a case of Trump derangement syndrome.

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Given Baker’s earlier—I am not sure what to call it? admission?—the fact that it is “the wider party’s” rather than my own “abdication of responsibility” is an interesting attempted evasion to see at this late date. What was the earlier “admission” you ask? This:

Jan. 6… removed any doubt about the threat Donald Trump might pose to our constitutional norms and rules, [but] I thought the institutions of the U.S. would… constrain his worst instincts and intentions. And by November 2024, after four years of a Democratic presidency had revived the prospect of a restoration of the progressive left’s crippling hegemony, the risks he posed seemed smaller than theirs…

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But is anyone other than Gerard Baker really surprised by any of:

a self-indulgent tariff fixation based on a profound misunderstanding of international economics, an insouciance about public finances that has widened the deficit, and a reckless military adventure that has choked off global energy supplies,.. alienat[ing] everyone in the world who could be helpful to us (perhaps excepting Israel)… embolden[ing] and even embrac[ing] every country in the world that threatens us… the grotesque self-enrichment, the self-satisfying prosecutorial pursuit of political enemies, the endless projects of self-grandiosity… ballroom… Kennedy Center… Memorial Arch. …the buffoonish symbolic acts… the Gulf of America, Lake America, New America, the 51st state [of Canada]...

?

No. The only surprising thing is not any of Trump’s lunacies but, rather, that it is without a peep that the Republican congressional majorities have gone along with it all, on the Gingrich Principle that above all one must and the only thing that matters is to make the president of one’s own party look good—not actually be good, but look good—and the president of the other party look bad, no matter what the cost to the country. Thus it is not any individual one of these. It is that all of them have happened because there is no block of Republican senators and representatives willing to stand up and even threaten to, temporarily, cross the aisle to make Jeffries and Schumer Speaker and Majority Leader for one single day.

And, by the way, how the f*** does Gerard Baker imagine that Binyamin Netanyahu could possibly be “useful” in any way to anyone?

Perhaps if Baker had written this in the winter of 2025 it might have done a little bit of good, and one might be obliged to at least think of him as being, very partially, and incompletely, something one might consider calling “a man”. But at this late date?

This smells very much like somebody who wants to still be in the game after November if there is in fact a decisively Democratic congress. Thus he is now trying to join the anti-Trump parade that he has spent so much of the past eight years belittling and trying to destroy.

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Real Price of Diesel: CHART OF THE DAY

But two observations: (1) the spike is not that big, and (2) from an “affordability” perspective, this is the last thing one would want to generate from one’s foreign policy:

A real price series that I have been watching:

And we have a related observation from Matt Yglesias:

Matt Yglesias: The Republican Urge to Start Wars in the Middle East <https://www.slowboring.com/p/the-republican-urge-to-start-wars>: ‘Despite Trump’s anti-war rhetoric on the campaign trail, the national security team he announced shortly after the election was “an extremely hawkish group that screams ‘hot war with Iran’” <https://www.slowboring.com/p/how-donald-trump-could-succeed>. In retrospect, I wish I’d made a bigger deal about this….

There’s a weird finding in the economics literature that Democratic Party presidents enjoy systematically better economic performance even though they don’t pursue systematically better economic policy…. Alan Blinder and Mark Watson… [say] “the Democratic edge stems mainly from more benign oil shocks, superior total-factor-productivity (T.F.P.) performance, a more favorable international environment, and perhaps more optimistic consumer expectations about the near-term future.” They seem to primarily understand this as a question of good luck. But… Republicans have systematically bad foreign policy that is inattentive to the downside risk of saber-rattling and hawkishness…. The… problem with Bush-era foreign policy wasn’t belief in democracy; it was excessive belief in the potential upside of coercive military force. Trump has retained the error while reconfiguring the goals…

And the problems with Nixon-era foreign policy as it affected the economy was (a) Kissinger thought high oil prices were a good thing because they enabled the then-Shah of Iran to arm himself to the teeth and thus annoy the USSR on its southern border without Kissinger having to get congress to pass any military-aid bill, and (b) Nixon’s all-out rearmament of Israel in the 1973 war (against the wishes of his own Pentagon, which feared it would “blow any image we may have as an honest broker" and alienate the Arab states, which it did), thus provoking an OAPEC reaction in the form of the oil embargo.


MEMO:


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CROSSPOST: HENRY FARRELL: Machine God Metaphors Eat Your Brain

Eliezer Yudkowsky and Nick Land may now be the two most influential intellectuals in America's AI debate—and that tells you how badly the conversation has gone wrong. When "machine god: good or evil?" is the only question on the table, every question actually worth asking gets thrown away. Contra Scott Aaronson, accepting the coming machine god is not now "the epistemic bare minimum" any more than is accepting Friedrich Engels’s belief 150 years ago that the SteamPower Economy was the real singularity that would in short order deliver a classless utopia of universal abundance:

I disagree with Henry Farrell’s subheadline here, which I think contains some other-side-of-the-Atlantic understatement. It is not that there are other ways of thinking about “AI” than “Digital God”, it is that it is difficult to think of a way less helpful for coherent thought to think about “AI” than to think of it as a “Digital God”.

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But I think he is right in the rest: That means that the important and live questions are about what metaphors—what abstraction layers, throwing away information so that the problems become things we can grasp and think about—are useful right now? Henry Farrell’s “MAMLMs are a socio-cultural technology” is one very useful one. The “‘AI’ is a normal disruptive Schumpeterian GPT” is a second. What are the others that we need to hold in our neocortices right now?":

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CROSSPOST: HENRY FARRELL: Machine God Metaphors Eat Your Brain

<https://www.programmablemutter.com/p/machine-god-metaphors-eat-your-brain> <https://www.programmablemutter.com>

Programmable Mutter
Machine god metaphors eat your brain
Here are three propositions…
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There are other ways of thinking about AI

Henry Farrell

Sep 22, 2026

Here are three propositions.

  1. Metaphors are the fundamental abstraction layers in modern AI debates.

  2. We are in a moment where you could plausibly argue that Eliezer Yudkowsky and Nick Land are the most influential policy intellectuals in the US conversation. Just look at the state of the two of them. This is not a good thing.

  3. The collision of (1), (2), and recent events means that “machine gods” have now entered the discussion. This is a problem. Abstractions necessarily throw information away. The information that the “machine gods” metaphor/abstraction dumps is crucial to navigating the moment we are in. If public and policy debate stays centered around “machine gods: good or evil?” we are in for a bad time.

I should acknowledge that I (and co-authors) absolutely have our own dog in this fight. Indeed, I think that the “AI as social and cultural technology” approach that we have developed is a much better alternative. The final part of this newsletter will talk about a new piece by a mathematician that builds on this approach. Equally, my claim is not, actually, that our alternative approach should become the sole dominant way of thinking about AI. What I actually want, along the lines of my previous post, is a much greater degree of pluralism in the defining debates around a technology that no-one, including its creators, seems to understand particularly well or to be capable of usefully predicting.

******

As far as I can tell, the above Twitter exchange is the source of the most recent outbreak of Machine God Thought. People who know Daniel Kokotajlo tell me that I’d like him, and that we could have good conversation; I imagine they are right. I’ve found most of the rationalists I’ve met to be decent human beings; in many cases, unusually so. Equally, I think that there is something terribly limiting to the ways they talk about AI, and contend that it’s a real problem that debate is still accelerating past the event horizon towards the very heart of Singularity thought.

The two papers Kokotajlo mentions here, AI 2027 and AI 2040, lay out futures that are roughly identical in their predictions about what AI becomes (godlike; superhuman). Where they differ is in their assumptions about how well aligned AIs are with human goals. In the scenario where AI develops more or less unconstrained (thanks in part to geopolitics), AI breaks out of containment, and humanity is likely either Corgi-ized or goes extinct. In the scenario where AI development is delayed, tamed and made subject to “mutual compute destruction,”1 men and women come to have gods as servants, and start spreading out to nearby galaxies in the next two decades.

Neither future seems to be at all convincing to me, but they are most certainly convincing some people. Casey Newton and Kevin Roose are partnering with NPR to create the “Machine Gods” podcast as part of “a bold new era of content strategy for the network.” In his newsletter, Newton thanks the fates that he and his collaborator were a little too late to tech podcasting to be “beguiled” by Sam Bankman-Fried, and suggests just two paragraphs later that critics of Roose’s famous shoggoth freakout were “previewing the ways in which the commentariat would continually twist itself into pretzels to deny that anything important was happening with LLMs.” Indeed.

Things are no better elsewhere. In Washington DC, the AI policy debate is riven by a bitter dispute between those who take the Kokotajlo perspective (slow it down before we all die!) and those who want to let innovation rip so that we hit the technocapital singularity as soon as possible. The one side owes its framing to Eliezer Yudkowsky’s MIRI institute. The other builds on Nick Land Thought as filtered through the more immediate needs of Marc Andreessen. While I’m definetely more inclined toward the former than the latter, on the grounds that we do indeed need to have serious conversation about regulation, I think it would be terrible to have that conversation starting and stopping with the priorities of the labs.

Finally there’s Scott Aaronson, who I used to rely on for valuable debunkings of policy and media folk when they got over-excited about quantum computing. It is fair to say that Scott is not in a debunking mood these days, now that OpenAI has solved the Navier-Stokes problem. Witness the below:

The Age of Wonders and Terrors

Twenty years ago, when the idea of AI taking over the world in our lifetimes still struck most of us as the unconstrained fantasy of those who knew too much science fiction and too little science … update on the fact that the wild prophecies have come true. … It seems to me that the Singularity has already started; it’s just wildly unevenly distributed.

… For anyone who says AI doom sounds like an apocalyptic religion, that the rationalists/Singulatarians seem like a Bay Area cult, that Eliezer Yudkowsky gives off the vibes of a messianic prophet: yes, yes, and yes. But crucially, today you’re no longer being asked to believe in arguments and extrapolations, but only in the front-page news. Accepting the reality of the coming machine god after it’s solved Navier-Stokes and dozens of other longstanding open math problems (while dramatically ramping up in capability every month), is sort of like accepting Jesus after he’s returned to earth on the gleaming cloud. It’s the epistemic bare minimum.

Yes, there’s still enormous uncertainty about what the rest of our lives will look like, but as far as I can tell, there’s no longer any real uncertainty that it’ll all mostly revolve around AI, and the extent to which we succeed or fail at directing its power toward human flourishing.

******

So why do I think that the machine god approach, far from being an “epistemic bare minimum,” is a pernicious brain-devourer? The answer is that the metaphor shrinks rather than expands your horizons of the possible, forcing you to focus on the single overwhelming question of what Machine Jesus is going to do as soon as he descends from that gleaming cloud. Is he going to usher in paradise on earth? Or is he actually a shoggoth in a Jesus-mask, condemning us to enslavement or destruction? Once you have accepted that Machine Jesus is in the process of descending, all questions besides determining his intentions for humanity seem irrelevant.

I’ve written before (with colleagues and on my own) about why I think this whole way of thinking is utterly wrong-headed. But maybe I’m wrong. Take three somewhat inter-related possibilities: p1, that humanity is not the sole beautiful flower of the cosmos and that greater than human intelligence is perfectly possible, p2, that high intelligence is effectively impossible without strong intentionality, and p3, that current AI architectures are indeed the royal road to achieving proper generalizable superintelligence. I personally rate p1 as extremely high, p2 and p3 as very low, and p1*p2*p3, which is the most obvious state in which you might be worried about the AI alignment problem, as very low indeed. But who is to say that I might not be wrong? Equally, I, or someone who is skeptical of Machine Jesus for wildly different and incompatible reasons than my own, might be right. And if that is possible, then we ought not just be obsessing about whether we “succeed or fail in directing” His Awesome Power towards human ends. We might want to worry about other questions too, or instead.

There is a discussion of the solution of Navier-Stokes, the miracle that brought Scott to embrace the true faith, in a guest-post on Terence Tao’s blog, which usefully illustrates the point. It also has the benefit of being (sort-of) pre-registered. This discussion is specifically attractive to me, because it builds on arguments about AI as a social and cultural technology. Again, I don’t think that you need to believe that it is right on the merits to accept the more limited point that I want to make, which is that perspectives other than the machine god one reveal other questions and problems that we ought very reasonably want to be concerned with.

In his guest-post, the mathematician Nestor Guillen writes that he anticipated the solution of Navier-Stokes, but that his reaction was not that human mathematics was in danger of being replaced. Instead, he argued that it validated the entire enterprise.

the bulk of the essay was done in August and shared with a few close friends for feedback. Earlier this week, Tristan Buckmaster announced a breakthrough finding, done in collaboration with Levent Alpöge, of a finite-time blow up for 3D incompressible Euler with forcing. He also made serious allegations of misconduct by OpenAI (see announcement). The next day, OpenAI announced a finite-time blow up result for 3D Navier-Stokes with forcing, obtained from their internal LLM. … I have decided not to change the opening of the essay and instead make a note of the news here.

… What would be the significance if one day we woke up to the news that output from a Large Language Model contains a definitive answer to the question of blow up for the incompressible Navier-Stokes equations, and to the question of where the zeros of the Riemann zeta function lie?

Many of my fellow mathematicians consider this a kind of nightmare situation, and I think this is a very valid position. Here I would like to make a different case, however. Personally, I have come to believe that the news of a Large Model output containing an interesting, insightful, novel mathematical idea can and should be received as a source of communal pride for mathematics and for mathematicians.

Why is this so? Guillen says that:

Humans have always lived in a complex world and their survival has hinged on their ability to process information in amounts beyond what any individual can handle — and it is likely this has been so nearly as long as humans have existed. Herbert Simon’s concept of “bounded rationality” captures this well …

Simon saw that one implication of bounded rationality is that humans have to (and do) develop systems to process information, as a group. We see that humans have built states, stories, bureaucracies, markets, libraries, and more. These are cultural and social technologies. They are means by which humans (not individually but as a group) navigate amounts of information so vast that they cannot be handled by any individual on their own. …

LLMs … are “wrappers” around an older cultural technology: the scientific literature. When you ask an LLM a question about the isoperimetric inequality, the ABP maximum principle, or a PDE, you are effectively interacting with every person who has thought about and worked on those things — provided the data the LLM was trained on contained those contributions in one way or another.

Unsurprisingly, I think that this is largely correct (I do think that you can make the cultural and social technology argument, while also being freaked out about the consequences of AI: more on that in my next post). But even if it isn’t, it highlights different, and I think, important questions than the machine god nexus.

Specifically: if you think of AI as a cultural and social technology, your first reaction will not be to prostrate yourself in anticipation of the coming Age of the Gods. Instead, you are likely to treat fields like mathematics as some combination of individual and collective human intelligence, constructed on top of technologies that guide and direct that intelligence in particular directions. So when a new technology such as AI comes along, that reshapes the ways in which mathematicians draw on their shared intelligence, you will have questions to ask. What are the current processes through which existing knowledge is disseminated and new knowledge is created? What are the incentive structures for dissemination and creation, and how do they interact with each other? How have processes and incentives been shaped by previous and existing cultural and social technologies? How might these processes and incentives be changed by what is happening now?

And so on. You can see one way in which you might extend this in Ben Recht’s recent post, which suggests, if I understand him right, that mathematicians really ought to rethink how much of their field was already based around benchmarkmaxxing (prizes and challenges) even before AI came on the scene. Tao’s argument, as quoted in the NYT, points in a similar direction.

[Tao] compared OpenAI to a wilderness guide who finds a path to a hidden waterfall. “This has some value,” he said. “But once someone shows a specific path to the waterfall, people just take that path. They don’t spend as much time looking for other paths.”

I am not even an amateur mathematician, so am very much open to correction, but I understand Tao to be saying something like the following. Automated processes of discovery have obvious advantages in pointing the direction to new things. Equally, they push the needle from ‘explore’ to ‘exploit.’ Apparently aimless noodling around by humans can have benefits when it opens up unexpected views from Serendippo . More generally:

solving problems is only a tool and proxy for achieving the primary goal of conceptual understanding and insight. Forgetting this in the world of AI may turn the tool against the primary goal. Indeed, the mass production at faster and faster pace of “true/false” statements could destroy fertile ground instead of breathing life into new ideas.

Now it could be that AI will become universally better at discovery so that humans become irrelevant to math. That is the machine god assumption. But that assumption rules out, more or less by fiat, the possibility that human curiosity might still have independent value in discovering new possibilities, and all the questions that flow from it. If AI is better at some aspects, and humans are better at others, then you need to confront messy problems of organizational design. How do you rebuild the institutions of mathematics so that they best reconcile AI and human led approaches to discovery? How do you remake the relationship between dissemination of knowledge and discovery? What individual and organizational incentives seem best suited to achieve general goals? What general goals ought you have? None of these are easy questions, and there are likely to be complex tradeoffs between the solutions to one set of problems and the solutions to another.

I don’t think that an ‘AI as cultural and social technology’ approach provides immediate answers (beyond maybe ‘you really ought to read James March’). But the point is that it makes it possible to see that these questions may be important. If you start as Guillen does, from the perspective that AI does not inevitably replace humans in the dissemination and discovery of knowledge, so much as it reorganizes relations among them, then you begin to start asking questions that are systematically obscured by Machine God Thought. In fairness to Scott Aaronson, his post does suggest towards the end that he too cares about these questions. Perhaps when the excitement dies down, he will find better ways towards thinking about them systematically.

You could, of course, make similar claims about other approaches than cultural and social technology. Cybernetics is another very obvious example. If you are stuck on the question of AI alignment, you will necessarily have to trust godlike AIs to monitor other godlike AIs and pray that things will work out. If you start from a cybernetic perspective (say: Maxim Raginsky Thought ) you’ll end up asking very different questions. As the HuggingFace incident showed, there are a lot of holes in the AI labs’ capacities for monitoring and control. “I need abstraction layers to monitor my abstraction layers” is (a) the world’s shittiest boasty bumper sticker, (b) a profound encapsulation of the modern condition, and (c) a diagnosis of the fundamental problems that the AI labs are making for themselves and not always capable of seeing, as best as one can tell from the outside. When you need AI to summarize the data that allows you to write your incident reports on AI, some of the cheese holes are likely to be closely aligned, potentially letting stuff through that you don’t want to.

A third, related but significantly different approach is cybersecurity. As Dan Davies says, “nearly all the examples of worrying agentic behaviour seem to have been seen only in one context – that of frontier research labs doing cybersecurity projects and screwing up their sandbox precautions.” I’m sure that there are great cybersecurity people in the labs, but I suspect that they have much less internal clout than the people who are pushing the agentic boundaries outwards. If you are embedded in a culture that has broadly decided that it is impossible for ordinary human intelligence to prevent putative superintelligent entities from breaking out of their constraints, then cybersecurity seems secondary: alignment of AI goals with human goals is the only way to stay ahead.

I could keep going, but I hope that the point is clear. The Machine God metaphor, which is really just a catchy rephrasing of longstanding notions among a particular community of AI people, has broken out of containment. It is leading, more or less by necessity, to a radical simplification of debate. If you believe that the machine gods are coming, so that super-empowered goal directed superintelligence is right around the corner, then the only thing that matters is ensuring that this superintelligence’s goals are aligned with the ones that you yourself care about. If you stare into the sun, you only see its glare, missing out on all the other questions that may be important. Thinking about these questions involves adopting a more pluralistic understanding of where you might look for knowledge, and asking about the much broader variety of futures that face us than machine god: good or machine god: bad. That’s it.


1 As someone who does international security, sort of, I do not find Silicon Valley geopolitical speculation to be particularly well thought out or convincing. That’s not the topic of today’s post.

<https://www.programmablemutter.com/p/machine-god-metaphors-eat-your-brain> <https://www.programmablemutter.com>

Programmable Mutter
Machine god metaphors eat your brain
Here are three propositions…
Read more

Brad DeLong here: Farrell seeks pluralism: multiple metaphors for a technology “that no-one, including its creators, seems to understand particularly well.” The “Digital God” metaphor is especially pernicious because it:

shrinks rather than expands your horizons of the possible, forcing you to focus on the single overwhelming question of what Machine Jesus is going to do as soon as he descends from that gleaming cloud. Is he going to usher in paradise on earth? Or is he actually a shoggoth in a Jesus-mask, condemning us to enslavement or destruction? Once you have accepted that Machine Jesus is in the process of descending, all questions besides determining his intentions for humanity seem irrelevant…

What do we have?:

  • We have Farrell’s “MAMLMs are a socio-cultural technology”.

  • We have Arvind Narayanan and Sayash Kapoor’s “The MAMLM boom sis a normal disruptive Schumpeterian GPT” of the kind we have seen every quarter-century since 1875, and saw before over 1775-1875 when we got the GPTs of steampower, steelmaking, and automatic textile machinery (and, I would say, the caravel and printing before that).

  • We have mathematician Nestor Guillen, whom Farrell quotes at length making the argument I make that MAMLMs are well-viewed as front-end access nodes to the real ASI, which is not an Artificial SuperIntelligence of a machine but rather the Anthology SuperIntelligence of the collective time- and space-binding human mind and the knowledge it has produced and compiled over the past 5000 years:

Humans have always lived in a complex world and their survival has hinged on their ability to process information in amounts beyond what any individual can handle…. Herbert Simon… saw that one implication of bounded rationality is that humans have to (and do) develop systems to process information, as a group… states, stories, bureaucracies, markets, libraries, and more… cultural and social technologies… y which humans (not individually but as a group) navigate amounts of information so vast…. LLMs… are “wrappers” around an older cultural technology: the scientific literature. When you ask an LLM a question… you are effectively interacting with every person who has thought about and worked on those things — provided the data the LLM was trained on contained those contributions in one way or another…


That is, I must say, truly striking contrast to Scott Aaronson’s current view:

Scott Aaronson: The Age of Wonders and Terrors <https://scottaaronson.blog/?p=10062>: ‘It would be healthy for everyone to stop grinding their ideological axes, their sentiments about Dario Amodei or Sam Altman, for long enough simply to acknowledge that the wonders and terrors are here. They couldn’t be here more clearly if the sky had turned reddish-orange like in the Matrix movies…. For anyone who says AI doom sounds like an apocalyptic religion, that the rationalists/Singulatarians seem like a Bay Area cult, that Eliezer Yudkowsky gives off the vibes of a messianic prophet: yes, yes, and yes. But crucially, today you’re no longer being asked to believe in arguments and extrapolations, but only in the front-page news. Accepting the reality of the coming machine god after it’s solved Navier-Stokes and dozens of other longstanding open math problems (while dramatically ramping up in capability every month), is sort of like accepting Jesus after he’s returned to earth on the gleaming cloud.

It’s the epistemic bare minimum.

Yes, there’s still enormous uncertainty about what the rest of our lives will look like, but as far as I can tell, there’s no longer any real uncertainty that it’ll all mostly revolve around AI, and the extent to which we succeed or fail at directing its power toward human flourishing. By any accounting that doesn’t stack the deck, Eliezer Yudkowsky was right about what the greatest challenge facing civilization in our lifetimes was going to be, and you and I were wrong about it…

This reminds me of nothing so much as the story of Arkhidamos III Europontides of Sparta saying:

O Herakles! The might and prowess of man is undone!

upon watching a test-firing of a torsion dart-catapult built in Sicily and brought to Greece. Mechanized weaponry, he thought, had made the excellence of individual human courage and skill-at-arms obsolete.

Yes, the one-fifth of human work that is inside the blast radius of rapidly advancing information technology will spend the next decade and more grappling with “AI”, just has been the case over the past hundred and fifty years with whatever slice of the economy was then in the bullseye of the Schumpeterian process. But it is not a Digital God. It is not a power that needs to be “direct[ed]… toward human flourishing”. Thinking of it as such is not helpful.


OK: We have three metaphors. We need more. What are they?

Henry gestures at “cybernetics” a la Maxim Raginsky Thought and says “you’ll end up asking very different questions”:

“I need abstraction layers to monitor my abstraction layers” is:

  • (a) the world’s s***tiest boasty bumper sticker,

  • (b) a profound encapsulation of the modern condition, and

  • (c) a diagnosis of the fundamental problems that the AI labs are making for themselves and not always capable of seeing, as best as one can tell from the outside.

Henry gestures at “cybersecurity” quoting Dan Davies:

Nearly all the examples of worrying agentic behaviour seem to have been seen only in one context – that of frontier research labs doing cybersecurity projects and screwing up their sandbox precautions…

But what else?

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FaceBook’s Muse on the Apple iOS App Store: CHART OF THE DAY

My experiences with FaceBook products have always been that time spent getting up to speed on them is time wasted, and that time spent using them is time regretted. But if that is representative of anything, then there are hundreds of millions of addicted regretful regular users whose brains have been successfully hacked and hijacked and who then buy things based off of FaceBook/Instagram/WhatsApp ads. The market verdict is one of extraordinary success, with ads but only with ads:

All this is prelude to noting the sudden emergence of FaceBook Muse: an agentic AI system that has underlying economics I do not understand, but that Amazon fears enough to preëmptively block.

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From Sensor Tower via Paul Kedrosky:

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& Paul notes:

Paul Kedrosky: Meta’s Muse & Moat-less AI <https://paulkedrosky.com/metas-muse-and-moat-less-ai/>: ‘Meta's agentic AI app Muse entered the U.S. App Store’s top 20 on September 9 at No. 4. Nine days later, it was No. 1. Muse’s rise is a useful reminder that AI consumer products can gain share quickly, given buzz and distribution. Users can switch applications at negligible cost, while the underlying model intelligence is available to every serious competitor. The takeaway should be, in short, that there is, despite trillions in spending, minimal moat. The real assets are familiar ones: default placement, brand, habit, proprietary data, and an effective product loop. The AI itself is not a moat when competitors can access comparable models and cheaply reproduce the surrounding interface. Meta engineers concede as much in posts.

Muse may fall back out of the top 20 next month. Or it may get blocked everywhere, as has already happened at Amazon. That would make the point even more clearly: AI consumer software is beginning to look like a hit-driven market in which the model is rented, the interface is copied, and the users remain [—]mobile…

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Brad DeLong here: The key question is this: What is FaceBook’s monetization strategy for Muse? FaceBook has a monetization strategy for everything, and it—at least for me—makes committing to using their programs painful, and something that after the fact I wish I had not done, I think that the monetization strategy is that FaceBook watches what you do with Muse and uses it to better target its Facebook/Instagram/WhatsApp ads, plus extorting money from shopping websites that are willing to pay to have Muse direct traffic to them. It would surely be a bad bet for me to commit to Muse, just as it would be a bad bet for me to commit to Threads.

But that is just me. I am not representative here. Of anything. Paul thinks the lesson is that “consumer AI” is becoming a hit-driven market where the model is rented, the interface copied, users stay mobile. This smells much more like the streaming-wars media financial disaster than like a new platform-monopoly in progress. But—nobody knows anything here.

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READING: BARRY RITHOLTZ: How I Build My Reading Lists

Barry Ritholtz has a personal solution to this problem of the firehose of worthwhile and important “content” that floods in not every day, but every hour. But his solution to the problem increases the burden imposed by the additional force he adds to an already overwhelmingly strong jet. Don’t get me wrong: I do not wish he would stop. I value it. Greatly. But it is a problem:

90% of everything is crap. So how do you find the other 10%? And how do you process it when even what is freshest and newest in that other 10% is 50x what you could possibly read?

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Barry Ritholtz has good advice on building a daily reading list that works: (1) curate viciously, (2) create a narrative so that what you read on any day reinforces itself, (3) be balanced, (4) but opinionated and judgmental, (5) while always looking for where one may have gotten the big story wrong:


CROSSPOST: BARRY RITHOLTZ: How I Build My Reading Lists

<https://ritholtz.com/2016/08/assemble-daily-reads-3-ez-steps/> <https://ritholtz.com>

August 12, 2016 2:30pm

by Barry Ritholtz

How to Build the Perfect Reading List in 3 Steps
Enjoy your morning Ritholtz’s Reads? Here’s how they happen.
Bloomberg, August 12, 2016

The making of a good compilation tape is a very subtle art. Many do’s and don’ts. First of all you’re using someone else’s poetry to express how you feel. This is a delicate thing.

It is hard to do and takes ages longer than it might seem. You gotta kick off with a killer, to grab attention. Then you got to take it up a notch, but you don’t wanna blow your wad, so then you got to cool it off a notch. There are a lot of rules.

–High-Fidelity, Nick Hornsby

“Wherever do you find those wonderful reads each day?”

Every now and again, a variation of the above question comes in from readers. Since it’s a summer Friday — and really, it’s not like anything else is going on in the world — I shall give the people what they want.

“I’ve been assembling daily reads for more than 20 years, since I started as a trader way back in the mid-’90s. It eventually evolved to become a published daily reading list, seven days a week on my blog.”

Some of you may be wondering, “How difficult can pulling a dozen headlines off a feeder be?” Turns out, it is harder to do and takes longer than it might seem.

Here are the rules that guide my hand each day:

Curate viciously.

There is an embarrassment of riches in terms of online content. This creates an “abundance” challenge.

My lists are defined as much by what is included as excluded. What you choose to omit is crucial to making any list special. In the early days, I tried inclusivity, and the list got longer and longer. I gave up that pointless exercise years ago, when Google News made it wholly unnecessary.

I rarely use anything from the front pages of major newspapers or news sites, on the assumption that many readers have seen it already. Overly popular links on Twitter are also tossed. Most read, most popular, most e-mailed lists — nearly every site has a variation of this, and they occasionally point to something worthwhile AND relatively unknown. But for the most part, I steer clear of those.

In the wee hours of the morning, I open 50 or so tabs from a browser folder. Just about every major media outlet is included. Each afternoon, I do the same with a different 40 or so; these are more esoteric, special-interest and topic-specific. Alternating between a broad, wide scope and a narrow, deep one allows for a good mix.

Speed also counts. I follow Sturgeon’s revelation: 90 percent of everything is crap. Ruthless efficiency outweighs the occasional false positive.

Create a narrative.

I try to weave together a series of (apparently) unrelated items, which often have a commonality. It is a puzzle, finding that common thread.

Consider the primary topics that work their way through my links. Listing the subject matter in order of prevalence looks something like this:

  1. Markets

  2. Investing

  3. Economics, Fed

  4. Data analysis

  5. Behavioral psychology, cognitive errors

  6. Regulation, policy, taxes

  7. Science, technology, math

  8. Esoterica: unusual articles about current affairs

  9. Surprising, humorous or amusing

  10. Music, film, books, sports, arts, food and travel

All 10 categories are obviously not represented every day, but most make guest appearances throughout any given week. Knowing the readership of this site, markets, investing and economics have the greatest representation; there have been occasional days when that’s all it is.

The narrative comes from finding a common theme. It’s nuanced, but if you squint you might be able to see it.

Be balanced, but have an opinion.

It’s important to recognize that this reflects the views of one person — albeit one who is immersed in media as both a consumer and a producer. I have definite opinions about oh so many things. However, I am open to being convinced otherwise; that is why I use the “see also” or “but see” mentions to suggest there may be multiple opinions worth unpacking.

I am always surprised about accusations of bias. This week’s BuzzFeed link about Facebook selling guns was not, as several of you suggested, anti-gun. I enjoy shooting but believe in reasonable regulations, terrorist watchlists, etc. But the link was about Facebook, which seems to violate its own policies about nearly everything!

One last thing: Editors, not writers, create the headlines. A linked headline is often a “clickbaity” version of what the article is about. I have a novel idea: Please read the linked article before you accuse me of (fill in the blank).

<https://ritholtz.com/2016/08/assemble-daily-reads-3-ez-steps/> <https://ritholtz.com>


Brad DeLong here: Barry Ritholtz’s guide to building a reading list is generous, disciplined, and quietly self-defeating — because the better his curation, the more it adds to the very flood it’s meant to tame. That’s the tension worth sitting with. His rules are sound. And, written in 2016, it reads as even truer and more important now.

There is no escape: abundance is the water we swim in now, and it rises every hour. Curation is thus an inevitable bet on judgment over completeness — you accept that you will miss almost everything, and you invest your scarce attention in a few people whose sense of the common thread you trust. Barry earns that trust. That is why I read him, and why I am passing him along to you: not as a way to read less, but as a way to read better while reading less than the impossible.

Whom do you let curate for you, and what are you willing to never see as the price?

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CROSSPOST: CLAUDIA SAHM: Questions for the [Fed] Chair [Kevin Warsh]

Claudia Sahm is in the business of trying to coax Fed Chair Kevin Warsh to behave better, that is to say: more like a Fed Chair and less like a Trump Lickspittle. Such pressure is useful, but I think we have to be clear-eyed about what is going on. What is going on is that Warsh has told different things to Trump and to the bond market, and so his principal concern now is to minimize the attack surfaces he leaves open to either. Hence, interpreting what he says as statements of policy or attempts to convey information is fundamentally misunderstanding Warsh’s intentions:

Claudia Sahm’s bottom line is this: A good policy decision was undercut by a communication problem: Warsh’s framework diverges sharply from the rest of the FOMC’s, and his refusal to articulate his own model turns routine transparency into destabilizing ambiguity. Warsh should fix this by doing the one thing his press conference conspicuously avoided: telling us what framework he actually uses, rather than reciting the standard tools—below-trend growth, the neutral rate, the SEP, forward guidance—that he rejects.

Concretely, she wants him to:

  • state what role he sees for monetary policy if not macroeconomic stabilization;

  • name the channel through which he thinks higher rates lower inflation

    • now that the labor-shortage buffer of 2023–24 is gone and

    • expectations are already anchored,

    • leaving demand as the obvious candidate he won’t claim;

  • explain how he judges the appropriate level of the funds rate if the neutral-rate benchmark is off the table;

  • articulate a stopping rule—which, as she points out, is just his own Jackson Hole hiking standard “with the sign flipped,” and requires no forward guidance to say aloud.

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Underlying all of it is a communication fix: use the press conference for its intended purpose—explaining and answering for the Committee’s decision straight to the public—rather than shortening it, barring follow-ups, and editorializing selectively on growth while staying silent on rates. Do that, and the confusion that drove market rates above what the committee intended goes away.

And she laments:

He continues to tell us which standard tools he doesn’t use. He has not said what he uses instead. As a critic of the Fed, that limited his impact; as Fed Chair, it is causing unnecessary confusion…

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But, Claudia, it is necessary confusion given that the point is to triangulate in order to limit the surfaces he leaves open to attack from either a disappointed Trump or a disappointed bond market. Don’t pretend he is playing chess when he is actually playing blind-man’s-bluff:


CROSSPOST: CLAUDIA SAHM: Questions for the [Fed] Chair [Kevin Warsh]

<https://stayathomemacro.substack.com/p/questions-for-the-chair> <https://stayathomemacro.substack.com>

Stay-At-Home Macro (SAHM)
Questions for the Chair
Last week, the Fed raised its policy rate by a quarter percentage point to a range of 3¾ to 4 percent, on a unanimous vote. That’s a notable shift: at the Fed’s meeting six weeks earlier, only three of the twelve voters had favored a hike. In its one sentence of explanation, the…
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A good meeting, and five questions the press conference left open.

Claudia Sahm

Sep 20, 2026
Source: Federal Reserve, September 2026 Press Conference.

Last week, the Fed raised its policy rate by a quarter percentage point to a range of 3¾ to 4 percent, on a unanimous vote. That’s a notable shift: at the Fed’s meeting six weeks earlier, only three of the twelve voters had favored a hike. In its one sentence of explanation, the FOMC statement said that it “will support a timelier return to the Committee’s 2 percent [inflation] goal.” In the Summary of Economic Projections, officials centered on one more hike this year, with rates ending next year at that same level. Modest rate increases with a modest goal: that’s the outcome I argued for before the meeting. The Fed also ignored the political pressure not to hike before the midterms. I agree with the Fed’s decision, though I would never celebrate a rate increase.

A good meeting, but questions for the Chair linger.

It was a good meeting. As I said on NPR the next day, the Fed’s rate hikes are not a cure for inflation, but they will help keep a bad situation from getting worse. Real relief will require a resolution to the conflict in the Middle East and no new tariffs.

In some ways, that’s where this update on the Fed decision should end, but Warsh also held a press conference. He was clearer than in July, but his answers still raised questions, and today’s post uses them to frame mine. I want to understand Warsh’s approach. Monetary policy has shifted significantly over time, and there’s no reason to treat the status quo as perfect; he may see something the standard framework misses. Regardless, as best I can tell, his views diverge fundamentally from those of the rest of the committee, and that gap is what he owes us an explanation for.

It’s not an academic quibble. Markets read Warsh as hawkish, and pricing of future rate hikes rose as soon as he began speaking at 2:30 pm. The implied rate for the end of 2027 climbed about as much during the press conference as it had on the 2:00 pm release of the statement and projections, and the ten-year yield rose more while he talked than it did on the release. I doubt Warsh intended that outcome, and the committee almost certainly did not. I put it down to confusion, in markets and among Fed watchers, about how Warsh approaches monetary policy.

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Questions for Warsh.

After listening to Warsh’s presser, my questions for him range from foundational to operational. I suspect that once we have a better sense of his approach to monetary policy, the pressers will be more useful for markets and for the public.

What is the purpose of monetary policy?

Monetary policy is a tool of macroeconomic stabilization. It smooths out the bumps and wiggles in the economy around its trend: the Fed fights recessions and overheating alike, but it does not try to move the trend itself. Longer-run fundamentals belong to other policymakers.

Warsh spends more time on longer-run fundamentals than any Fed Chair I can recall. In his opening remarks, a prepared statement, he invoked growth several times:

The Fed has a role in sustaining the economic progress happening in America right now, and the rising opportunities that come with it. Those who are least well-off have the most to gain from a durable expansion, a solid labor market, and stable prices.

We at the Fed are unwavering in our vital and straightforward purpose: Full employment and price stability, and a thriving American economy that sets the standard for the world. [Emphasis added.]

These are important goals, but are they the Fed’s goals? Warsh himself was critical when past Fed Chairs strayed into topics like inequality. And talking up growth this much reads as hawkish, because when a Fed Chair dwells on how strong the economy is, markets hear a Chair who thinks it needs cooling. So, at a basic level, what role does Warsh see for monetary policy? If it is something other than macroeconomic stabilization, that is a sharp difference from the rest of the committee.

How will a higher federal funds rate lower inflation now?

Closely related is how Warsh thinks monetary policy brings inflation down. In the presser, Jennifer Schonberger of Yahoo Finance asked about the standard mechanism:

Now that you have hiked rates, do you need to push growth below potential, unintentionally pushing weakness on the job market to bring inflation down?

Warsh did not accept the premise that below-trend growth is part of the process:

First, we believe that the unemployment rate is basically running consistent with full employment. I don’t believe that we need to do harm to the labor markets to achieve our objective. I don’t believe that the two parts of our mandate, price stability and full employment, are working at cross purposes over the medium term. So, economic growth, that is ensuring continuous, sustainable, durable, economic growth, that’s the business we’re in, and the job we did today, the job we’ll continue to do, is to ensure price stability, which can mean that sustainable, durable, economic growth can go on for longer. The economy can be stronger, and as I mentioned before, the least well off can get the benefits of it.

There are times, such as 2023-24, when inflation falls with little cost to employment or growth. But that hiking cycle started with a labor market in shortage, nearly two job openings for every unemployed worker, so cooling it meant fewer vacancies rather than fewer jobs. The labor market is now in balance, and that buffer is gone. A channel that could deliver disinflation at low cost is credibility: if a hike convinces firms and workers that inflation will fall, the Fed has to take less demand out of the economy to get there. But market- and survey-based measures of longer-run inflation expectations have been stable, so there is little lost credibility to restore. That leaves demand as the channel.

So how does Warsh think higher rates reduce inflation, if not by restraining demand? Monetary policy operates through many channels, and it would help to know which ones he has in mind. The Fed Chair should be transparent about the potential costs of rate increases. Warsh’s framing last week was more upbeat than I associate with the start of a rate-hiking cycle.

What is the appropriate federal funds rate?

There are also operational questions. The Fed raised its policy rate to a range of 3¾ to 4 percent. How does Warsh know that is the right level? Steve Liesman of CNBC posed the question in terms of the neutral rate:

Previously most Fed officials have described the rate as modestly restrictive. And if you removed accommodation, could you give us your sense of where the Fed funds rate is relative to neutral? And some detail, if you wouldn’t mind, on your sense of is there a short-term neutral rate you’re aiming for and a longer-term neutral rate? Do you think in terms of those?

Warsh was clear that the neutral rate is not useful to him:

In a word, no. In a few words I’d say this, I’ve always been interested in a neutral rate as an academic matter. Back when I learned economics we used to think of it as the Wicksellian rate, the real equilibrium rate. It’s useful academically, it’s – it’s a discussion to help us think about policy. Do I think it has any operational effect on decisions that we make today? No, I don’t.

The neutral rate has been a central concept in monetary policy for decades. Powell pushed back on false precision in the estimates, but it remained the benchmark for judging the level of the funds rate: above neutral, policy is restrictive; below, it is accommodative. What is odd is that Warsh framed the decision as “removing a dose of accommodation” and then distanced himself from the concept that defines accommodation. The rest of the FOMC has views on it; every participant but Warsh submitted a longer-run estimate, and the median is 3.25 percent, below the funds rate even before the hike. By the committee’s own numbers, policy was already above (longer-run) neutral. So if not the neutral rate, how does Warsh judge the level of the funds rate?

The word choice mattered. “Removing a dose of accommodation” was heard as saying the funds rate is still accommodative after the hike, with more doses to come. That is another reason the market priced in more hikes as he spoke.

How will you know when to stop the hikes?

Maybe Warsh doesn’t need a firm view of the appropriate level of the funds rate to know it needed to be higher. But now that the Fed has hiked, how will he judge whether to hike again, and when to stop?

The rest of the FOMC put its answer in the dot plot. The dots are not a commitment, but they sent a clear signal: a modest cycle of 50 to 75 basis points in total, far short of the 3 percentage points in the median hiking cycle. Warsh did not submit projections, and at the presser he distanced himself from the committee’s. Michael McKee of Bloomberg asked:

You said in Jackson Hole that you want to see inflation come down clearly and at sufficient speed, which is a standard without necessarily a measurable threshold… today you say today’s policy action will support a timelier return to the Committee’s 2 percent target, and yet, in the Summary of Economic Projections, the median pushes [reaching] the 2 percent target out to 2029… how can you square those two things?…

Warsh:

One easy way to square that, Mike, is those aren’t my forecasts. Those are the forecasts of my 18 colleagues, and I’ve tried to represent them dutifully to you. My business is to not give forward guidance... what I said in Jackson Hole in August is, we’re committed to a discipline, not to a decision. Today’s action starts to show we’re serious about this… But I’m ill-prepared to pre-judge those future actions…

No one is asking Warsh to pre-judge future actions. The SEP is a thought experiment, not a commitment: given what we know and where the economy is likely headed, what will policy need to do to meet the mandate? Warsh may not see value in the exercise. But he set a standard for hiking, confidence that inflation is moving to target clearly and at sufficient speed. The standard for stopping is the same sentence with the sign flipped, and he could say so without a word of forward guidance.

What is the purpose of the press conference?

Warsh has changed the press conference. Last week’s ran 30 minutes, the shortest in memorty outside of an emergency presser during the pandemic; Powell’s last five averaged about 50 minutes. Journalists were not allowed follow-up questions. And Warsh has not stuck to presenting the Committee’s views, as past Chairs did. When Victoria Guida of Politico asked whether he had learned anything about communication from the market’s fixation on the August CPI, he answered:

Markets over time will come to understand how this Fed makes its decisions, what’s relevant and not. And I wouldn’t want to editorialize that for them.

The press conference exists so the Chair can explain the Committee’s decision and answer for it. It is a hard venue for any Chair, and it is part of the job. Warsh does not want to give forward guidance on rates, which is his prerogative, but he is comfortable offering plenty on the prospects for American growth, so the editorializing is selective. It would help to know the principles behind his pressers: what he thinks they are for, and how he squares a shorter, narrower format with the Fed’s accountability. The Fed’s decisions affect millions of Americans. They should hear the reasons straight from the Chair.

Closing.

The Fed raised rates last week, and at least one more increase is likely. The start of a hiking cycle is always a serious moment, and this one is no exception: inflation is elevated, and disinflation is far from guaranteed. The Fed met the moment. A new Chair adds to the challenge, but that is surmountable. What we need is a better understanding of how Warsh approaches monetary policy. He continues to tell us which standard tools he doesn’t use. He has not said what he uses instead. As a critic of the Fed, that limited his impact; as Fed Chair, it is causing unnecessary confusion. Last week, that confusion showed up as higher market interest rates than the committee intended, and Americans pay for that.

<https://stayathomemacro.substack.com/p/questions-for-the-chair> <https://stayathomemacro.substack.com>

Stay-At-Home Macro (SAHM)
Questions for the Chair
Last week, the Fed raised its policy rate by a quarter percentage point to a range of 3¾ to 4 percent, on a unanimous vote. That’s a notable shift: at the Fed’s meeting six weeks earlier, only three of the twelve voters had favored a hike. In its one sentence of explanation, the…
Read more

Brad DeLong here: I understand that to stay court-acceptable in the finance-guru discourse in which she swims, Claudia Sahm has to pretend that Kevin Warsh is making communication mistakes rather than doing exactly what he intends to do.

But the rest of us do not have to do that! We do not have to pretend! We can say what is going on! Which is that, to improve the American economy, the single best thing Warsh could do is resign immediately! Sober probity is something a Fed Chair needs, and that someone like him who campaigned for the job inside the White House by doing a Trump Lickspittle cosplay act cannot regain.

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Real Technology, Phantom Profits: Who Is Likely to Actually Get Paid for the AI Buildout?: MONDAY MAMLMS

This week brought me news increasing my confidence with respect to one thing it is not: it is unlikely to be a hyperprofits engine for research labs with companies attached making money serving up calculations made in datacenters by simulated neural networks:

What is now called “AI”—what I insist on calling MAMLMs, Modern Advanced Machine-Learning Models; but perhaps CIP, Complex Information-Processing, would be better—these days is so many things:

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  • First of all, it is wishful mnemonics: the opposite of the rectification of names, in that the very idea is to call it something that it is not, and all because Marvin Minsky was primarily a showman seeking a bigger budget.

  • Most important, it is natural-language interfaces to information systems, especially, so far at least, databases of example code from successful software projects.

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But it is also:

  • A potential disruptor and destroyer of platform monopolies’ existing megaprofits flows.

  • Hence a spur to platform monopolists to spend fortunes to try to protect those existing platform-monopoly profits from this disruption and destruction.

  • The next normal general-purpose technology driving the next generational doubling of human productive potential while leveling and rebuilding a fifth of the economy.

  • And, on the other side, the favored post-crypto way to grift the gullible separating gullible, separating VCs and wannabes from their money.

  • A bubble that knows it is a bubble—boosted by those confusing the long-run benefits to society from technology-driven investment from the actual profits to be earned by the investors.

  • The Rapture of the Nerds: trying to build a Digital God as the latest and strangest of the many American religious-cult millennarian outbreaks since the First Great Awakening.

  • Extraordinary plentiful tools for megasuperscale, hyperdimensional, flexible and extensible functional classification analyses at new levels.

  • A better internet search-and-summarization engine that has not yet been polluted by SEO.

  • A boilerplate, ritual, and slop text and image and video generator.

  • Highly verbal software pets and coaches.

  • Clever Hans at lightning scale and speed: trying thousands of things in the time it would take you to try one, and when and if it can be well and properly harnessed, tremendously productive.

  • Quite possibly, the savior of authoritarian states that want to live East Germany’s STASI surveillance dream.

  • Autocomplete on super-steroids: “that’s just kernel smoothing” vs. “you can do that with just kernel smoothing?!”; “that’s just a Markov chain” vs. “you can do that with just a Markov chain?!?!”

  • A jagged frontier produced by a stochastic parrot that is being harnessed to build a bicycle for the mind.

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This week brought me news increasing my confidence with respect to one thing it is not: it is unlikely to be a hyperprofits engine for research labs with companies attached making money serving up calculations made in datacenters by simulated neural networks.

Today we have a review article for an $11,750 machine, the M5Ultra Mac Studio with 256GB of unified memory and a 2TB hard disk( cf.: the original 128K Macintosh’s price back in 1984 was $8000 of today-value dollars, with a Motorola 68000 processor, 128KB of RAM, and 400KB of floppy-disk storage per disk. 5 x 10^9 storage, 2 x 10^6 memory capacity, 5 x 10^5 memory bandwidth, 1 x 10^10 scalar and matrix addition and multiplication computrons, and with respect to the kinds of computations MAMLMs do “the honest ratio is division-by-zero: the 1984 chip couldn’t do it at all”):

Federico Viticci: M5 Ultra Mac Studio Review: The Dream Mac for Local AI Agents <https://www.macstories.net/stories/m5-ultra-mac-studio-review-the-dream-mac-for-local-ai-agents/>: ‘The M5 Ultra Mac Studio is a dream machine for local AI agents… powered by local models with great performance and no additional cloud costs…. The personal assistants I use the most are now entirely powered by a model running locally on a Mac Studio…. A team of agents… ran 24/7, for 99 days, to… transcribe my favorite WWDC sessions (using summarize plus LLM processing)… extract features of iOS and iPadOS 27… cross-reference features across different sources, and keep track… extract features and bugs from screenshots… work with the Notion API to organize…. Relying on the OpenAI or Anthropic APIs for this kind of always-on, persistent background task would be… cost-prohibitive, to say the least. So I pivoted to local AI…. The result is the iOS and iPadOS 27 review you can read on MacStories….

Having a model such as Qwen3.8-Flash-Next clear 100 tokens/second on short prompts and still write at 60 to 85 with 64K to 256K of context behind it… enables the kind of agentic back-and-forth between you and the model that feels great to use…. For my taste, 5-bit quantization hits the sweet spot on this version of the Ultra with a balance of intelligence, performance, and memory consumption…

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The natural local on-device comparison:

NVIDIA’s RTX 5090 is still faster than Apple’s M5 Ultra…. Prompt processing speeds are dictated by… one giant matrix multiplication, which is exactly the job NVIDIA’s Tensor Cores were built for…. The M5 Ultra read at ~1,700 tok/s; the 5090 delivered a staggering ~3,000…. Token generation… is bandwidth… so the 5090’s 1.79 TB/s against the M5 Ultra’s 1.2 TB/s gives it a steady ~25% lead…. [But] the 5090 doesn’t have… memory…. The moment I want to run anything exceeding 32 GB… the 5090 must offload model layers over PCIe to (much slower) system RAM, and that’s no way to live…

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Cf.: the NVIDIA RTX 5090 launched eighteen months ago at a MSRP of $1999 costs $7,500 today, and that is for the graphics card alone:

The bottom line:

I have a simple, tangible result: the M5 Ultra lets me run local agents with incredible performance, with less time spent staring at a blank screen and everything happening on a single, compact, cool, and quiet machine on my desk. This would have seemed impossible a couple of years ago. But here we are…

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Running Federico’s agent team as claude-code-sonnet for three months at current API-prices would, I guess, have cost him at least twice the price of his machine.

Now, on the one hand, this kind of always-on, high-input-token workload and sustained agentic use is exactly what the hyperscalers are counting on to monetize the buildout.

And, the other hand, this workload means that $10K+ of Mac (or NVIDIA!) hardware pays for itself in a month. Profitable datacenter demand thus runs on frictions: people who need the technology’s Clever Hans trick—try a million paths, let the harness keep the winners with nine-nines reliability—but who can’t be bothered to hire a work-study IT tech to spin up what the open-weight community already gives away for free.

Thus my Visualization of the Cosmic All with respect to the future of MAMLMs is becoming clearer:

Will anyone other than NVIDIA ever show us real money from the AI datacenter buildout? Probably not.

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HyperScaler Operating Cash Flow “Consensus” Forecast: CHART OF THE DAY

Who actually made up the “consensus” forecast that the operating cash flow of the five biggest HyperScalers will triple from today’s annual $600 billion to $2 trillion by 2030, while their capital expenditures will grow by $500 billion less to give them $500 billion of free cash flow by 2030? And why? And how?

Apollo finds this time series in its incoming firehose feed flow, and reports. My reaction: WAIT!! WHAT?!?! WHERE DOES THIS COME FROM?!?! And the sudden upward bend in the net as the costs curve slows and the revenue curve accelerates is—interesting.

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The lines on this chart look authoritative. But they are a crowd forecast. And where has the crowd gotten its information from? What bottom-up detailed understandings of the technology and its deployment do the guys with the spreadsheets working for the sell-side actually have here?

The “HyperScalers” are: Google, FaceBook, Amazon, Microsoft, and Oracle.

Torsten Slok: Hyperscaler Credit Rests on One Consensus Assumption <https://www.apollo.com/wealth/insights-news/insights/daily-spark/hyperscaler-credit-rests-on-one-consensus-assumption>: ‘The credit story in hyperscalers rests on a single consensus assumption, that operating cash flow triples from $600 billion to $2 trillion, see chart below.

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CROSSPOST: NICHOLAS GRUEN: Hobbes on Spin & Bullshit

Now modern advertising, public relations and corporate values statements typically carry no equivalent constraints. Contrast 1858’s Lincoln and Douglas, “divid[ing] time and address[ing] the same audiences” in seven three-hour debates, with modern corporate values statement radiating outward to “stakeholders” forever, and you can measure what we’ve lost:

Thomas Hobbes blamed the coming of the English Civil War (at least in part) on rhetorically skilled parliamentarians “with no arguments at all”. Gruen sees him as both right and wrong: right to seek an answer in fiduciary cognitive societal-scale institutions like science, but overwhelmingly wrong in his fever dream that, starting from geometry, we could maintain certainty in a logical chain of reasoning that would carry us to a science of justice. The real virtues of science are that it “reorders prestige to follow evidence, rather than the reverse” while making reasoning inspectable. Good institutions inject contestability, and grant standing to whoever can competently join the argument.

Thus our worries about the destructive rhetoric of spin and bullshit destroying public reason are not new, 350 years old. Or perhaps 2075 years old: recall how Quintilian reported that Cicero gloried in his having spread darkness over the jurors in Pro Cluentio. Or perhaps 2450 years old: do recall that Hobbes picked up on Thoukydides’s lamenting that during the Peloponnesian War

words had to change their ordinary meaning….. “Reckless audacity” came to be considered “the courage of a loyal ally”; “prudent hesitation”, “specious cowardice”; moderation was held to be a cloak for unmanliness…


CROSSPOST: NICHOLAS GRUEN: Hobbes on Spin & Bullshit

Nicholas Gruen
Hobbes on spin and bullshit
What Hobbes understood about spin and bullshit…
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<https://nicholasgruen.substack.com/p/hobbes-on-spin-and-bullshit> <https://nicholasgruen.substack.com>

The more things change, the more spin and bullshit pile up!

Nicholas Gruen

Sep 19, 2026

What Hobbes understood about spin and bullshit

Much of what is now said about public discourse — that manipulation and spin prevail over truth and candour, that pleasing abstractions displace description, and that profile confers standing more readily than expertise or disinterest — was said in much the same terms by the great 17th-century philosopher Thomas Hobbes about rhetoric.[1]

Hobbes’s account of what public speech is for could stand for our own time (even if his ultimate remedy was extreme — showing all the motivated impatience of the intellectual). The office of a counsellor is to make the consequences of a course of action manifest, so the person counselled may be “truly and evidently informed”; speech that works by stirring the passions is “repugnant to the Office of a Counsellour.”[2] Against that standard he listed rhetoric among the causes of a commonwealth’s dissolution,[3] and in Behemoth proposed that the Civil War was largely talked into being — by dissenting Presbyterian ministers, and by parliamentarians with great rhetorical skill and no arguments at all.[4]

For Hobbes, this was existential. Over a decade before the English Civil War, he’d translated Thucydides, dwelling on the way in which the tumult of civil war tore civilisation asunder, “the received value of names” being changed at will. Thucydides depicted a society losing its hold on its own vocabulary, and so on reality itself. A prime instrument of the transformation was described in rhetoric as paradiastole — the redescription of a vice under the name of a neighbouring virtue. Henry Peacham’s Garden of Eloquence (1577) gave the example of calling murder “a manly deede”, and Shakespeare illustrates it when Lady Macbeth goads her husband into murdering Duncan in his sleep: “When you durst do it, then you were a man”. We’re inured to this today from our political class. Kidnapping becomes ‘extraordinary rendition’, torture ‘enhanced interrogation’.

Seven such parallels between Hobbes’s concerns then and ours today are set out in the appendix.

However, two things have changed in the centuries since Hobbes wrote, not for the better. First, classical rhetoric was typically adversarial and, in its forensic form, retrospective: opposing advocates contested the appraisal of deeds already done.[5] Its practitioners therefore spoke in the expectation of contradiction: an advocate’s case had to survive another advocate’s attempt to break it. Modern advertising, public relations and corporate values statements typically carry no equivalent constraints. Though they may be deployed to pre-empt criticism, their puffery faces no equivalent adversary; their pleasing abstractions gesture to the future and float free of the inevitable frictions and dilemmas of reality: “Excellence in everything we do”.

The second difference concerns who is listening. Castiglione’s courtier was trained to inform his prince candidly on any matter he needed to understand.[6] The scheme assumed a prince who wanted to know, because he governed and stood to suffer for his own mistakes. He might still prefer flattery, but an honest counsellor would set his interest against his vanity.

By contrast, modern institutional speech is often different in both respects. No corporation hires anyone to argue that it doesn’t actually operate according to the pleasing values hanging in the foyer — that it lacks integrity, responsiveness or respectfulness in specific respects. The Catholic Church did something similar in having candidates for sainthood run the gauntlet of the devil’s advocate.[7] Hence the quiet coerciveness of so much institutional language: it is less an account of what is or was done than the peremptory assertion of a free-floating benignity which only the churlish would dispute. And its audience is diffuse — the honeyed, vapid words radiate outward to ‘stakeholders’ and forward in endless time, but never constrain what senior managers actually do.


Conclusion

Hobbes looked to science for a way out of all this.[8] I think he was right. And wrong.

What impressed him was geometry’s promise of certainty. For Hobbes, geometry starts from principles evident to anyone and arrives at equally secure conclusions. He set out to create a science of just and unjust, demonstrated, as he put it, from principles evident to the meanest capacity. His younger contemporary Descartes pursued a similar ambition: to take nothing for granted and build from indubitable foundations.

Even in natural science, if there are any indubitable foundations, they’re too thin, too emptily formal to take you very far. Hobbes’s task was harder still: not just to understand human motivation but to deduce the ideal institutions under which people should live.

But Hobbes was right to look to science for an answer to a problem that beleaguered his own time as it beleaguers ours: rhetorical tricks unmooring public institutions from reality and its inevitable dilemmas. Science reorders prestige to follow evidence, rather than the reverse. And it makes reasoning inspectable, so claims can be questioned on their merits by someone with no standing whatever.

That does not mean that public policy should be value-free in the way often associated with science, still less that scientists should rule, though scientific consensus should presumptively enjoy high standing. Successful scientific institutions do not abolish rhetoric or hierarchy; they introduce contestability at every step of scientific reasoning and accord standing to whoever can join the contest competently. Yet so much of our own governing code — values statements, for instance — comes down from on high, and it’s not really for challenge.

By contrast, Toyota’s commitment to getting it ‘right first time’ at each step of the production line is enforced from the bottom. If there’s an error on the line that the process worker can’t solve, they pull the andon cord for more assistance, and if the problem can’t be solved as the production line moves, it is stopped. In other words, teams are given a live veto power to protect the agreed-upon standard.

My proposed Evaluator General seeks to build something more elaborate in government on the same principles so that evidence and front-line learning have standing against managerial imperatives. Each turns a professed value into an institutional power.

Such arrangements do not require agreement about ends. They need to be built into institutions rather than left to individuals whose efforts will mostly go unrewarded or be punished.

We have barely begun to take that seriously in public life.


Appendix: Seven rhetorical discontents, then and now

1. Speech engineered to move rather than to inform

The complaint today: Edward Bernays opens Propaganda (1928) by describing his own trade as the “conscious and intelligent manipulation of the organized habits and opinions of the masses,” carried on by an unseen mechanism he was content to call an invisible government. Drawing on his uncle Sigmund Freud, he argued that the appeal should be made not to the rational part of the mind but to the unconscious — a man may buy a car not to travel in but because it stands for something he would be embarrassed to name.

Hobbes’s complaint: Hobbes defines the “gift of eloquence” as the ability to make good and evil, expedient and inexpedient, honourable and dishonourable “appear to be greater or less than they are in fact,” and to make injustice appear as justice, in whatever way suits the speaker’s purpose.[9] He is echoing the rhetoricians’ own vocabulary of amplification and extenuation back at them: their claim was that the powerful speaker knows how to magnify what favours his cause and diminish what tells against it, quelling or inflaming an audience at will.[10]


2. Indifference to truth, as distinct from lying

The complaint today: Harry Frankfurt’s On Bullshit isolates a pathology distinct from lying. The liar is still tethered to the truth — in order to conceal it. The bullshitter, in Frankfurt’s phrase, is indifferent to how things really are.

Hobbes’s complaint: The rhetoricians had promised that their art would unite oratio atque ratio; that is, speech with reason. Yet Hobbes argues that what we get is oratio praeter rationem — speech running alongside reason without touching it.[11]


3. Pleasing words displacing accurate ones

The complaint today: George Orwell’s “Politics and the English Language” (1946) argues that political speech consists largely of euphemism and question-begging because it is mostly the defence of the indefensible: villages burnt and inhabitants driven out become pacification. Political language, he concludes, is designed to make lies sound truthful, murder respectable, and give “an appearance of solidity to pure wind.” Today kidnapping is ‘extraordinary rendition’, torture ‘enhanced interrogation’, and to lie is to ‘misspeak’.

Hobbes’s complaint: The figure had a name: paradiastole, the redescription of a vice under the name of a neighbouring virtue. Every virtue lies between two vices, so every virtue has a bordering vice it can be slid into. By the end of the sixteenth century, on Skinner’s account, ‘paradiastole’ was widely denounced.[12] In Hobbes’s time, Shakespeare had Lady Macbeth redescribe murder as manliness; Henry Peacham’s rhetoric textbook had already listed murder as “a manly deede”.


4. The frame as a non sequitur

The complaint today: “Lifting productivity is crucial today with governments keen to reduce budget deficits while satisfying voters’ rising expectations.” Something that should be adopted for its own sake is presented as answering some special strategic priority. I dubbed this ‘strategisation’ and it’s everywhere. Strategisation supplies the appearance of a reason for action but not its substance.

Hobbes’s complaint: Rhetorical inventio proceeded by running a matter through the loci communes — pre-set topical headings, described by the theorists themselves as seats or storehouses from which stock maxims could be hunted out and applied. As with strategisation, the link is rhetorical, not substantive. Hobbes argues that accommodating one’s arguments to received opinion cannot in principle yield knowledge.[13] Hobbes’s concerns also surface much earlier, when he served as secretary to Francis Bacon, whose 1620 Novum Organum carries the same analysis in its charge that leaders of science order existing customs and what is already known rather than devising methods of invention.[14]


5. Standing conferred by fluency rather than by being right

The complaint today: Jay Rosen calls the working ideology of the political press “savviness”: a claim to authority based on practical, unsentimental realism — knowing how politics “really works” while treating substantive positions as ideological or naïve. The savvy journalist does not claim to have the better analysis but to stand closer to the ‘real action’. Reading a David Speers column at the height of the lockdown debate, I documented the phenomenon line by line. The advice of a Chief Medical Officer whose judgement had already proven faulty was relayed uncritically, though New Zealand’s better-performing officials advised the opposite course. That didn’t register. Meanwhile the concerns of a highly credible public-health expert were described as “armchair” expertise.

Hobbes’s complaint: The classical and Renaissance rhetoricians equated the good orator with the good citizen — Quintilian’s vir civilis, the man fit to govern cities by his counsel. In Tudor England mastery of the studia humanitatis helped legitimise the gentry’s claim on government. Eloquence could therefore qualify a man to be heard on any subject, while mastery of a particular field could disqualify him. The schoolmaster Roger Ascham discouraged mathematics on the ground that men wholly bent on such sciences prove “unfit to live with others, & how unapte to serve in the world.” To paraphrase Michael Gove (admittedly unfairly and out of context), he’d “had enough of experts.”


6. The dissenter renamed rather than answered

The complaint today: Irving Janis’s account of groupthink explains how anyone arguing against group consensus meets direct pressure. Rather than being answered, they have their motives or temperament questioned.

Hobbes’s complaint: William Cavendish’s 1611 A Discourse Against Flatterie offers a catalogue of ways to dismiss a person by redescribing his virtues as faults. Honesty becomes fastidious eccentricity; gravity, dullness; repentance, superstitious melancholy. The objection is never answered; the objector is simply redescribed as the sort of person whose objection need not be taken seriously. Hobbes, then Cavendish’s tutor, later revived one of these examples in Leviathan.[15]


7. The right consideration loses for want of a sponsor

The complaint today: Mike Bracken, writing on his Whitehall experience trying to embed digital capabilities into government, describes endless policy cycles of carefully controlled documents circulating between private offices and departments, in which — his own gloss — “Rarely, if ever, does user need get a look-in.” With users unrepresented by anyone with standing in the system, their needs have no practical way of counting.

Hobbes’s complaint: Hobbes’s own 1660s account of why his science of justice made no difference: it had been demonstrated from principles evident to the meanest capacity and was nevertheless “cover’d and kept under here by a cloud of adversaries,” since most people learn their politics from the pulpit. He concedes that the democratical gentlemen who beat him had no arguments at all, only enormous rhetorical skill — and concludes that reason has little chance of being heard against interest, and that the most pernicious doctrine will beat the clearest proof if pressed with sufficient force.[16]


[1] This essay grew out of my reading of Quentin Skinner’s account of Hobbes’s fascination with and horror of rhetoric in 17th-century England. Skinner argues that Hobbes, after an early humanist phase, turned against rhetoric but then decided that, if he couldn’t beat the rhetoricians, he should join them, and made his masterwork, Leviathan, rhetorical with a vengeance.

I was struck by the similarity between Hobbes’s concerns about the befuddlement of public thought by rhetoric and my own about the saturation of contemporary discussion of public life by spin and bullshit. The essay began with my asking Claude to document the first version of the appendix to this essay, from which I drafted the essay.

The Hobbes material throughout is drawn principally from Quentin Skinner, Reason and Rhetoric in the Philosophy of Hobbes (Cambridge University Press, 1996), with page references given in the notes.

[2] Hobbes, Leviathan, ed. Richard Tuck (Cambridge University Press, 1991), ch. 25, pp. 179–80, quoted and discussed in Quentin Skinner, Reason and Rhetoric in the Philosophy of Hobbes (Cambridge University Press, 1996), pp. 345–46.

[3] Skinner, Reason and Rhetoric, pp. 284–85, on Hobbes’s stigmatising of the art of rhetoric as a cause of the dissolution of commonwealths, in The Elements of Law, part II, ch. 8 and De Cive XII.

[4] Hobbes, Behemoth, or the Long Parliament, quoted from the St John’s College Oxford manuscript in Skinner, Reason and Rhetoric, pp. 432–34.

[5] See Skinner, Reason and Rhetoric, pp. 41–42, on judicial rhetoric’s concern with past actions.

[6] Castiglione, Il Cortegiano, in Hoby’s translation of 1561, on the courtier’s duty to inform his prince frankly of the truth of any matter he needs to understand; see Skinner, Reason and Rhetoric, pp. 66–87, on the ideal and its English reception.

[7] Indeed, perhaps it’s a sign of the times that the Catholic adversarial office was wound back in 1983, and canonisations grew a great deal more frequent: John Paul II canonised close to five hundred people, whereas all his twentieth-century predecessors together had canonised ninety-eight.

[8] Skinner argues that having completely repudiated rhetoric in The Elements of Law and De Cive, Hobbes changed course in Leviathan, trying to beat the rhetoricians at their own game by incorporating their persuasive arts into his civil science. See Skinner, Reason and Rhetoric, pp. 327–425.

[9] Hobbes, De Cive X.xi, quoted and translated in Skinner, Reason and Rhetoric, p. 270.

[10] Hobbes, De Cive XII.xii, quoted in Skinner, Reason and Rhetoric, p. 270; and The Elements of Law, part II, ch. 8, quoted at pp. 269–70, on amplification and extenuation.

[11] Skinner, Reason and Rhetoric, pp. 283–84, summarising Hobbes’s reversal of the rhetoricians’ formula; the underlying text is De Cive XII.xii.

[12] Humfrey Braham, The Institution of a Gentleman (1555), borrowing Sallust’s complaint that we have lost the true names of things; Stefano Guazzo, La civil conversazione (1574), on an age in which courtesy is read as flattery; Ben Jonson, Catiline (1611), chorus to Act IV. Skinner, Reason and Rhetoric, pp. 167–68 and 178, notes that both forms of the corruption were taken to be gaining ground; his summary judgement is at p. 179.

[13] Hobbes, The Elements of Law, part II, ch. 8, quoted in Skinner, Reason and Rhetoric, pp. 269–70. On loci communes as storehouses of pre-existing argument, and Hobbes’s assault on the doctrine, see Skinner, Reason and Rhetoric, pp. 113–17 and 262–63.

[14] Francis Bacon, Novum Organum (1620), preface, discussed in Skinner, Reason and Rhetoric, p. 263. On Hobbes’s service to Bacon, Skinner, pp. 225, 236–37.

[15] William Cavendish, A Discourse Against Flatterie (London: Walter Burre, 1611), pp. 41–42, quoted in Skinner, Reason and Rhetoric, p. 169. Cavendish deleted the passage when revising for Horae Subsecivae (1620); Hobbes, his tutor and secretary from 1608 and possibly the source of the example, restored it in Leviathan, ch. 4, forty years later (pp. 169–70, 340–41). The catalogue of the Detractor is in Cavendish’s essay “Of detraction” (1620), quoted at p. 170.

[16] Hobbes, Behemoth, quoted in Skinner, Reason and Rhetoric, pp. 432–34.

<https://nicholasgruen.substack.com/p/hobbes-on-spin-and-bullshit> <https://nicholasgruen.substack.com>

Nicholas Gruen
Hobbes on spin and bullshit
What Hobbes understood about spin and bullshit…
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Brad DeLong here: Nicholas Gruen says that we are worse off than we were in Thomas Hobbes’s day. In many ways, we are. Back then rhetoric was adversarial and often focused on the past as much s the future. Opposing advocates contested the appraisal of deeds already done, so anyone making a case spoke expecting to be contradicted. On July 24, 1858, Abraham Lincoln wrote to Stephen A. Douglas asking:

Abraham Lincoln: <https://papersofabrahamlincoln.org/documents/D201056b>: ‘Will it be agreeable to you to make an arrangement for you and myself to divide time, and address the same audiences the present canvass? Mr. Judd, who will hand you this, is authorized to receive your answer; and, if agreeable to you, to enter into the terms of such arrangement…

And Douglas agreed. Within a week <https://papersofabrahamlincoln.org/documents/D201067> they had set up seven debates between the man who would be chosen as U.S. Senator from Illinois if the Democrats were to emerge from the fall election with the Illinois-Senate majority and the man who would be chosen if the Republicans were to emerge. The opener was to speak for 60 minutes, followed by a 90 minute rebuttal and then a 30 minute surrebuttal. Douglas and Lincoln were to switch openings debate by debate. These bear no resemblance to the modern “debates” that candidates’ handlers setup,. (In large part, I think, because handlers have little confidence in their candidates and think the risk of having something that is not a joint press conference with little or no follow-up is too great.)

Thus we have this: contemporary anxieties about “spin” are 350-year-old news. And we have this: the distinctive modern pathology is unopposed rhetoric: values statements and PR that pre-empt criticism as they are designed to never face an advocate on the other side.

Now do consider modern science’s own prestige hierarchies, replication crises, and capture by funding interests. Those do tell us that “prestige follows evidence” is aspirational. And it is not true that modern institutional speech faces “no adversary”: we have journalism, litigation, regulators, social media pile-ons, whistleblowers, and o on. Evidence and “front-line learning” do not point to determinate answers that merely lack standing. Disagreement is, often, genuinely about values or truly contested facts. It is only a fuzzy middle for which framing certain things as “facts” and devaluing others can move opinion needles.

But I found this very much worth reading this morning.

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