Streetwise Professor

June 19, 2026

Wealth Taxes: How to Make (Almost) Everybody Poorer, Not Just the Uber-Wealthy

Filed under: Economics,Politics — cpirrong @ 11:20 am

Wealth taxes are all the rage these days, especially in left coast states, but not only. Some alleged economists, like Thomas Piketty and Joseph Stiglitz, recently published an opus advocating high wealth taxes and massive wealth distribution. How high? Piketty et al advocate a 90 percent wealth tax.

Although the idea already had widespread appeal among leftist politicians, the SpaceX IPO and Musk’s ascension to trillionaire status has put that political momentum into hyperdrive. As evidenced by geniuses like Elizabeth Warren:

And Adam Schiff-for-Brains:

Both the alleged economists and the politicians seem to have the idea that since the value of disparate goods and assets can be expressed in a common unit of account, they must be completely interchangeable. So it’s easy peasy just to shift these interchangeable things from greedy capitalists who have too much to the hoi polloi who have too little.

This is basically the shmoo theory of the economy. “Shmoo” being a term used by Robert Solow (an actual economist) to describe a homogeneous good–the only one in the economy–that can do everything. (Solow was basically critiquing economic theory that assumed the existence of a single good).

You can use shmoo as capital to produce more shmoo. You can consume shmoo. It slices! It dices! You can eat it! You can wear it! It satisfies your every need! In shmoo world, you can take the shmoo capitalists employ and give it to starving waifs who wolf it down hungrily.

The real world and shmoo world bear no similarities whatsoever. Let’s take Musk for example. His wealth consists largely of ownership claims on companies, like Tesla and SpaceX. These companies have assets, like the Gigafactory. Well, if you take away the Gigafactory from Musk, it will feed precisely zero waifs, because they can’t eat the building, tools, equipment, etc., that make it up. Well, you say, we’ll continue to operate the Gigafactory and . . . . And what? You’ll produce batteries, which will again feed zero point zero starving waifs, let alone provide childcare for every three and four year old in ‘Merica. (As if that makes sense anyways: recall Sherwin Rosen’s droll remark: “Women are paid at public expense to provide household services for other families.”)

But it gets better! The bulk of Musk’s wealth is attributable to stuff that doesn’t even exist yet. SpaceX is a prime example. I recall reading shortly before the IPO that at the IPO price, SpaceX was valued at 95 times revenue. Given the stock’s appreciation, that figure is now around 130. Meaning that the value people are assigning to SpaceX is based on an expectation of highly valuable production that will take place in the future.

Lacking time machines, there’s no way to turn those goods (rockets to Mars!) to be produced in the future into goods (again, rockets to Mars!) to be consumed today, let alone into child care or SNAP benefits or whatever today.

But that’s not all. Nobody in their right mind will invest today to produce goods in the future if the fruits of that investment are expropriated. So even if you had a time machine, there would be nothing to bring back from the future.

Not finished! Much of Musk’s wealth is attributable to his human capital, and the human capital of his employees. No one but cannibals can consume that (well the bodies that contain it anyways).

What a wealth tax would do is reduce the production of certain goods and services, especially those that are physical and human capital intensive, and which would be produced in the future. Resources would eventually move into the production of other things, presumably those encouraged by the government guided by Liz Warren’s brain spasms. But society as a whole–not just plutocrats–would be substantially poorer. That is, they will lead to a systematic restructuring of the economy, and the restructured economy will be profoundly less productive.

The edge cases illustrate this. Think the Khmer Rouge, who drove everybody into the countryside in what was basically a massive destruction of human capital–even of those who didn’t end up as contributors to the skull piles–in a radical restructuring of the economy in a monomaniacal drive for equality. Which kind of worked. Everybody was either equally dead or equally poor.

But maybe the taxers are fine with that. After all, Piketty, Stiglitz et al also advocate “degrowth.” That is, reduced output. To them, this is a feature, not a bug.

Many of these consequences would also occur in shmoo world. You expropriate capital there will be less investment. Labor productivity will decline leading to lower wages–there will be less shmoo in your paycheck, workers of the world. Overall consumption will decline (because less shmoo is produced) and this loss in consumption will not be confined to the capitalists. It will be spread widely.

Yes, depending on how the expropriated shmoo is spread around, some people, likely the least productive, will consume more. But that will come at an exorbitant cost that will be widely shared.

Numerous analyses conducted by legit economists (which Stiglitz sorta was at one time, but no longer) demonstrate that capital taxation is highly inefficient, precisely because of its effects on investment and thus on labor income. But leftist politicians (and some right-populists too) want to tax capital in the worst way. And with a wealth tax, they’ve found it.

So how do these insane ideas get traction? Arguably because understanding their consequences requires understanding the second and third order effects, which is all too rare. The deceptiveness of a standard unit of account which permits comparisons between things in a way that insinuates interchangeability and seduces people into thinking they live in shmoo world is a big part of it. Another big part is a failure to understand incentives and crucially a failure to understand that labor benefits from capital investment.

June 8, 2026

It’s the Elasticity, Stupid

Filed under: China,Commodities,Economics,Energy — cpirrong @ 1:44 pm

The interwebs are all ablaze with the news that Chinese oil demand has collapsed, and that this is why the rise oil prices has been moderate as compared to expectations, given the size of the supply shock.

No no no no no no no (repeat ad infinitum).

Chinese quantity demanded has fallen. That’s a movement along a demand curve. “Demand has fallen” is an inward shift in the demand curve. Very, very different.

If this seems pedantic: (a) it isn’t, because it is an important distinction, and (b) whatever–it’s a pet peeve precisely because I see this mistake over and over and it leads people to extremely erroneous conclusions.

The unexpectedly large decline in Chinese oil consumption (not demand) means that Chinese demand has turned out to be far more elastic than anticipated. That is, the demand curve is flatter than had been believed.

Note that a more elastic Chinese demand curve translates into a more elastic world demand curve for oil than previously believed, especially since China represents such a large fraction of world consumption. This, in turn, means that the price effect of the supply shock due to the closure of Hormuz has been far less severe than had been anticipated.

It’s interesting to ponder why Chinese demand is apparently so elastic, and why analysts apparently didn’t realize how elastic it is.

The Slutsky equation breaks down demand elasticity into two parts, a substitution effect and an income effect. The income effect is the product of expenditure share and income elasticity. So goods that account for a large share of consumption expenditure have large elasticities, ceteris paribus. Similarly, more income elastic goods are more price elastic. So high expenditure shares or income elasticity could be part of the story.

Furthermore, the demand for oil is a derived demand–it depends on the demand for final goods produced with oil, and the supply curve for transforming oil into final (or at least further downstream) goods. Meaning that elastic final goods demand and/or more elastic transformation supply curves contribute to elastic oil demand. With respect to China, the overcapacity situation can make supply elastic and contribute to demand elasticity.

With respect to why analysts seemingly underestimated Chinese demand elasticity, I wonder if they really seriously consider it at all. Elasticities are hard to calculate, and that would be especially true in China given the dodginess of its data and the distortions in the pricing system. And the fact that analysts so frequently refer to changes in Chinese consumption as changes in Chinese demand suggests that many of them operate under the all-to-common confusion of the two, and hence don’t even think about elasticity.

There are also the usual econometric difficulties, namely identification problems–which is all about separating the effects of demand shifts from the effects of movement along the demand curve caused by supply shifts.

Sometimes the best way to estimate elasticities is a natural experiment. And that’s exactly what the Iran War has created. A sudden shock to supply with no simultaneous shock to demand allows one to trace movements along the demand curve. And that’s what Hormuz is allowing us to do now.

The elasticity issue might explain the administration’s apparent nonchalance over oil prices. No doubt pre-war within the administration the effects of a supply disruption were modeled. If those doing the modeling had a fairly accurate estimate of Chinese demand elasticity, they would have concluded that the economic fallout would be far less than widely feared. This would have emboldened Trump to proceed, and explain the administration’s what-me-worry attitude and we-can-wait-this-out approach. Relatedly, it means that the impact of the blockade on Iran is a far more pressing issue for it than is the impact of the closure on the US.

The fact that China appears to be the main loser is also a plus from the US perspective.

In order to understand what has transpired, it is necessary to adopt the right analytical framing. Confusing consumption/quantity demanded with demand is the wrong framing, and leads to incorrect conclusions. Elasticity of demand is the right framing. So ignore anyone who writes or says “Chinese oil demand is plunging” or when the supply shock reverses “Chinese oil demand is soaring.” What is really going on is the consumption moves along the demand curve. Meaning that the main analytical challenge is to understand the slope (elasticity) of that demand curve, and why it is the way it is.

May 28, 2026

Will Compute Futures Compute?

Filed under: Derivatives,Economics,Energy — cpirrong @ 12:34 pm

Time to scrape the rust off the ol’ blog! Been a while. Life comes at you fast sometimes.

The Rustoleum (a product originally from my home town, whose plant I watch burn in a spectacular fire while waiting to play baseball in James Park) is a post about the new Big Thing, which is actually something I wrote about last September–compute futures.

The CME, ICE, and tokenized exchange Architect Financial Technologies have announced the launch of futures contracts on compute. This land rush is a direct consequence of the AI boom. (I will write a post in the near future on AI issues more broadly).

The main attraction. The compute market is huge, and growing. As CME CEO Terry Duffy said in a statement touting the launch:

“As the backbone of the digital economy, compute is the new oil of the 21st century,” CME CEO Terry Duffy said in the statement. “Every AI model trained, every transaction cleared and every byte of data processed runs on compute, which is becoming a fast-emerging asset class in its own right.”

As I noted in my 2025 post, market size is a necessary but not sufficient condition for a successful futures market. Another important condition is volatility.

Most of the recent angst about compute cost is its direction, not its volatility: Compute costs have been increasing steadily as demand from AI has outstripped increases in chip supply, data centers, etc. That is, the market is largely directional:

A stead trend down through late-2025, then a steady upward trend through the present (with a weird blip in March, 2026).

Long-term trend dominated markets are not conducive to successful futures–you need substantial variation around the trend. Not much volatility evident there.

Ironically, Don Wilson of DRW–a big proponent of these markets (one of his firms creates the index graphed above)–pooh-poohed the relevance of the failure of DRAM futures as a precedent to the prospects for compute futures precisely because DRAM prices were dominated by a (downward) trend. The same logic would apply to compute futures.

As I also noted last year, another important contributor to futures market success is a fragmented, highly intermediated value chain. I further noted that the AI/data center/compute value chain appears to be anything but. The biggest players in this market are therefore not natural participants in this market.

You might argue that AI users could be, especially since AI cost has become a big issue of late. (More on this below). But in many products, big, low-leverage, public firms have little incentive to hedge price risk. Indeed, it’s long been something of a mystery why corporates hedge. Long ago Clifford Smith and Rene Stulz identified motives, including taxes, leverage, and agency costs. But I don’t really see those as driving widespread corporate demand to hedge compute costs.

This is not to say that compute costs are not an issue. Indeed, several stories in the last few days make it clear that initial AI euphoria is running up against economic reality. Namely the reality that AI ain’t cheap.

And:

And this too.

He said that Uber CTO Praveen Neppalli Naga went viral after telling The Information in an April interview that Uber had already blown through its Claude Code budget for 2026.

The comment led to what he described as a “head-exploding moment,” sparking discussions about AI token consumption within the company and the trade-offs it creates, such as on head count.

What makes my head explode when reading these stories is that these supposed business geniuses didn’t realize that treating something as free would result in massive overconsumption. I mean seriously: they didn’t think this was going to happen with probability one?

Maybe they should have considered the fate of Red Lobster.

A couple of implications of this. The first is that it is likely that Anthropic et al have way underestimated the elasticity of demand when the market settles down into an equilibrium in which AI end users exercise more judgment and control over their use.

The second is that companies will definitely have to figure out organizational and management strategies to incorporate AI into their businesses. The proper use of AI will require the exercise of judgment, and the development of mechanisms that incentivize the balancing of benefits and costs. Since (a la Coase, 1937) whereas markets allocate resources by price, within firms price mechanisms are typically uneconomic so they rely on fiat instead, these mechanisms will focus on budgets and managerial decisions on when and how to employ AI.

These implications have implications of their own.

First, since AI is costly–not least because of compute cost–normal market mechanisms will prevent or at least strongly mitigate the doomsday scenarios of mass unemployment. Many of the doomsday scenarios are based on bad economics, specifically, focusing on absolute rather than comparative advantage. “AI can do everything better!” But when a resource is scarce, that doesn’t determine market outcomes. Market prices, for compute, and for labor and capital, will reflect comparative advantages. AI will hurt those occupations in which it has a comparative advantage. But you can’t have a comparative advantage in everything.

Second, we are in the early adoption stage of AI. The shock companies are experiencing when looking at their compute costs will lead them to rethink and refine their usage (as discussed above). This will impact the demand for AI–both in the level and the elasticity. That will be a learning process, leading to demand fluctuations. AI suppliers will take some time to learn how demand is evolving, and their pricing policies will change accordingly. Which will feed back to firms, and also to upstream suppliers (GPU fabricators) will also have to adjust their pricing.

In the near term this will lead to price volatility. A sort of reflexive, endogenous volatility. But I would expect that to settle down in relatively short order, in which case pricing will be dominated by upstream costs, notably chips and power. Especially since there will likely be pretty intense competition between AI firms.

Meaning that this adoption learning process volatility is likely to be transient, and insufficient to support a big futures contract in the longer run. And the trending aspect implied by my posited post-settling down equilibrium will not generate the short term volatility needed to support a futures contract–even assuming the other issues (the value chain, weak corporate hedging demand) do turn out differently than I expected.

In other words, despite the hype, I’m skeptical about the long term viability of compute futures.

April 4, 2026

Whither the War?

Filed under: Economics,Energy,Military,Politics — cpirrong @ 5:20 pm

As the Iran War rolls into its sixth week, the media (especially the virulently anti-American UK rags FT and The Economist), the Democrats, and the Europeans have declared that the US is losing. Which means things must be going pretty well!

The US and Israel are allegedly losing because the regime has not toppled, and the Straits of Hormuz are largely (though not completely) closed. The first principle of war is “the objective,” and the losing narrative implicitly assumes that regime change is the objective.

But as the US made at the outset, and as Trump reiterated in his speech earlier this week, although that regime collapse would be a great outcome, that is not the objective. Instead, the objective is to destroy the ability of whatever regime controls Iran to use ballistic missiles and especially nuclear weapons to attack neighboring and non-so-neighboring states–including those in Europe, and perhaps eventually, the US proper.

It is difficult to get a definitive assessment on the campaign’s progress in achieving this objective. The administration claims it has made substantial progress, and a few more weeks of bombing will suffice. Given the intensity of the campaign, with now approximately 20,000 precision weapon strikes on strategic targets, that is very plausible. But bomb damage assessment is an uncertain exercise, so definitive judgment is difficult, especially for those (which consists of just about everyone outside select precincts of the Pentagon and the CiA) who don’t have access to all the intelligence in the first place.

A “war of choice” narrative is wrapped up with the “losing” narrative. Many on the left and the fringe right claim that the threat from Iran was not “imminent,” so the attack is premature and reckless.

The idea that a threat must be imminent to justify preemptive action is idiotic. Hell, what does “imminent” even mean? Those blathering about imminent never say.A day before Iran decides to launch a nuke? The day before it develops the capacity to launch a nuke?

By then it would be too late. And even if Iran’s nuclear development were to behind its ballistic missile development, one of the factors that features in the losing narrative–Iran’s continued ability to launch ballistic missiles and the imperfect ability and high cost to intercept them–makes it plain that if anything the US and Israel waited too long. Every month that would have passed would have seen a large increase in Iran’s missile stockpile, and an increase in their range and payload. In not too many months this would have made any attempt to attack Iran vastly more difficult and costly, and likely impossible. And the end result would be that Iran had North Korea-like immunity from attack, and could therefore act with impunity.

Imminent, in other words, was months ago. At best, February 28 was just in time.

Insofar as Hormuz is concerned, for the US it is an economic inconvenience, with mainly distributive effects. Yes, Americans pay higher prices at the pump (but not for natural gas and hence power, because the maxxing out of US LNG export capacity means that the demand shock from the loss of Qatari supply can’t hit the US), but American producers profit accordingly. And ~$100 oil is not an economic catastrophe–been there, done that (e.g., after the Russian invasion of Ukraine, and other times before, especially if you look in real terms).

The often expressed idea (especially in the media) that the US did not anticipate Iran’s action, or that it had no plan to deal with it, is absurd. I think that the plan was exactly what the US is doing. That is, Trump and the Pentagon realized that a closing of the Straits would be a cost of taking action, but the cost of opening it by force is greater, as is the cost of not taking on Iran at all. If anything, the US approach to the Straits demonstrates what the US perceived to be the cost of not acting.

There are no free lunches, and no cost free wars. The enemy always gets a vote.

And with respect to Trump personally, he had to be cognizant of the potentially steep political costs he might pay–including another impeachment ordeal. You might disagree with Trump’s decision, but that is different from saying that he made his decision without due consideration of the costs (military, economic, political, personal). Revealed preference logic implies that he perceived these costs to be less than the cost of inaction. Saying “he didn’t consider the costs” really means you disagree about what the costs are.

Hormuz is also a military challenge, no doubt. The threat can be (and has been) reduced by attacks on Iranian anti-ship missile batteries, attack speedboats, minelayers, and conventional navy, but even residual capability would pose a substantial threat.

Europe and Asia also feel the impact of the blocking of the Straits, and more so than the US given that they are net energy importers. Europe huffily refuses to do anything about the closure (well worse than that actually–see below), saying it is not their war.

Well, to use a phrase attributed to Trotsky, “You may not be interested in war [Europe], but war is interested in you.” And the refusals betray sunk cost fallacy thinking. The war happened and you have to optimize subject to that fact: saying that you didn’t choose to be there is irrelevant. I know where you want to go, but you can’t get there from here.

It is likely that Europe’s indignant refusal to do anything reflects not so much moral superiority, as utter incapacity. Just what could they do, given their shriveled military–and especially naval–capabilities? Moral indignation is therefore most likely a way to avoid confessing powerlessness.

Furthermore, Europe is doing things that are distinctly contrary to its interests. Most notably, several European nations (Spain, France, and perhaps Italy) are restricting US use of bases in their countries, and limiting overflights. Which will not stop the US and Israel from continuing the campaign, but which might prolong it, thereby prolonging Europe’s economic misery. This is masochistic posing.

Europe actually could do something that would not require it to employ (non-existent) military force. It could contribute the the US marine insurance reinsurance backstop. That would facilitate the reopening of the Straits. I have not heard this idea mooted, weirdly not even by the US, but definitely not by Europe.

As for the nations that at least have pretensions of global military power, the UK and France: in perhaps a reversal of traditional stereotypes, Albion is feckless, and Gaul is perfidious. British fecklessness was demonstrated by its tragi-comic inability to deploy even a single warship to defend its base in Cyprus, and its passive-aggressive denial of bases in the UK and Diego Garcia, at least for a while.

France–and in particular Macron–is objectively an American enemy right now. As popular as tertiary syphilis at home, where he can accomplish nothing, the little popinjay (whose wife apparently periodically pops upside the head) struts around the world attacking the US. But worse than his words is his active opposition–in conjunction with Russia and China–to a UN resolution advanced by the Gulf Arab states to permit the use of force to open the Straits.

Macron says that this would be impossible. Well, nobody is asking you to do it boy. Among the options lead/follow/get the hell out of the way, all you need to do is choose #3. But no. You actively decide to get in the way.

This is incomprehensible for many reasons. First, it represents a complete rejection of Arabist French foreign policy extending back decades. The reversal of French support for Israel in 1967 is a good estimate of the starting point for this policy, but through the years it has seen, for example, strong French support for Saddam, e.g., building the Osirik reactor that Israel destroyed, and including being a major arms supplier to Iraq during its gruesome war with Iran.

One Arab state–the UAE–has already expressed its disgust with France’s action by withdrawing funding from a next generation Rafael fighter project. And France can be sure that the flow of Arab capital to the country generally will dry up. Which given France’s parlous fiscal and economic situation is quite harmful.

Second, anything that defers reopening of the Straits extends France’s economic pain.

Third, France, like the rest of Europe, has been in a panic about the US exiting Nato, or at least dramatically cutting its commitment to European defense. What better argument to make for the US to tell Europe, “lots of luck! You’re on your own! Practice your Russian!” than this active opposition to the US effort in Iran.

Macron’s remarks in South Korea–a country that exists by the grace of the US and 37,000 fatal American casualties–demonstrate his idiocy in this regard. He called for South Korea and other nations, including Japan which has also been the beneficiary of American military dominance, to form an alliance in opposition to the United States. Which would provide a perfect justification for the US to cut loose the members of this coalition of the weaklings. I’m sure that would work out great for all of them.

In World War I, Germany likened its alliance with Austria-Hungary as being “shackled to a corpse.” That’s what Nato has become to the US right now, and Macron is making the corpse’s stink all the worse. Unlike Wilhelmine Germany, the US can get out the bolt cutters.

Fourth, the Europeans–and France in particular–constantly bleat about international law. Well, Iranian interference with free navigation is a flagrant violation of one of the oldest and undisputed parts of international law. But rather than allow others to enforce this law, France actively opposes it.

This is pretty much spot on:

The absurdity of Macron’s position is manifest. The explanation is not. I am at a loss to understand what he is doing, or what he thinks he is doing, or what he thinks he will accomplish. The best explanation I have is a cut-off-your-nose-to-spite-your-face attempt to thwart the US. But this is absurdly futile. France’s actions are an inconvenience, and will not dissuade Trump or Israel. The second best explanation is blackmail. Other than that, I got nothin’.

So wither the war? I think the most likely outcome is a 2-3 week continuation of the bombing campaign. After which, the US let the chips fall where they may. Will Iran continue to close the Straits when there is no pretext for doing so? Fairly likely, which would amp up the pressure on those more dependent on the Straits to do something.

The dispatch of 2 Marine Expeditionary Units and a brigade of the 82nd Airborne division to the region has led to all sorts of speculation about ground action. One surmise is seizure of Kharg Island, Iran’s oil export hub.

I consider this extremely unlikely. First, the USN is not going to sail a couple of amphib flotillas up a shooting gallery. Second, the force sent to the region (roughly 10,000 combat personnel) is too small. Third, even if the island is seized, it is an . . . island–making the logistical support of US troops on it difficult and vulnerable. Fourth, it is not necessary to seize Kharg to deny Iran the ability to export oil. Just mine the approaches. Turnabout is fair play.

It is more likely that Marines will be employed to seize the islands (held by Iran, claimed by the UAE) in the Straits themselves. This would likely be necessary, but not sufficient, to reopen the Straits in the absence of Iranian capitulation.

Insofar as the bombing campaign is concerned, the US does have escalatory options–and Trump has threatened and continues to threaten to use them. These include destroying crucial parts of Iran’s economic infrastructure, notably power plants and perhaps desalination facilities. The latter option has been widely decried as a potential war crime, but Iran has attacked such facilities in Gulf states, so that genie is out of the bottle.

The main reason for such escalation is to secure if not regime change, a deal with the regime that cements the US objectives and opens the Straits. And here we get into a game theory dilemma. If the threat does not achieve this, acting on it will be unlikely to do so. And Iran can credibly play crazy and refuse to cave to the threat. So in some respects this is crazy vs. crazy, or at least two parties who can credibly play crazy.

And ironically, a regime that is willing to accept such severe punishment is the best argument for the war in the first place.

February 28, 2026

Did Dario Amodei Ask Claude If He Was Being An Idiot?

Filed under: Economics,Military,Politics — cpirrong @ 2:48 pm

Life comes at you fast in the Trump era. Less than 24 hours ago, the bombshell story was Trump/Hegseth dropping the sledgehammer on Anthropic. Then I wake up to the news of US-Israeli decapitation strikes on Iran.

I’ll wait a bit for the dust to settle (literally and figuratively) before reacting to today’s news. Yesterday’s news deserves comment.

In brief, Anthropic–the company that created Claude AI–was in negotiations with the Department of War regarding use of customized versions of Claude on classified DoW systems. The negotiations stalled over the DoW insistence that Anthropic license Claude for all “lawful uses.” Anthropic insisted that the Pentagon not use it for “mass surveillance” or “fully autonomous weapons.”

An hour before the deadline for an agreement, Secretary of War Hegseth announced that the negotiations had been terminated. But that was only the beginning.

After Hegseth made that announcement, I mused on X that Anthropic was playing a dangerous game:

I was thinking of surreptitious pressure, with Bessent and others telling Anthropic’s input and capital suppliers to think twice about dealing with the company. But no. Within hours of announcing the end of the negotiations, Hegseth designated the company as a Supply Chain Risk, and forbade any company doing business with the Department of War from dealing with Anthropic.

Bad on me for thinking the administration would take the subtle approach!

This is a death sentence.

No doubt Anthropic will sue, and will move for an injunction. They may even get one. But that will not really help.

Consider all the suppliers to and collaborators with Anthropic (which includes Google, Amazon, and others). The risk of dealing with Anthropic just skyrocketed. Specifically, the legal risk. While litigation plods forward–and believe me, I can tell you from extensive experience Federal litigation plods–all these firms will calculate that any long-term engagement with the company could get blown up if the courts eventually side with the USG. So long term contracts, joint ventures, equity investments, and loans have a huge downside risk that didn’t exist 24 hours ago.

Real options analysis shows that the rational response to a spike in uncertainty is to defer making decisions that lock you in for an extended period until the uncertainty is resolved. So even if an injunction allows companies to continue to deal with Anthropic, they will rationally back off–way off–pending resolution. Yeah, maybe paper clip suppliers will continue to sell to Anthropic, but the real strategically important players won’t want to get locked into long-term arrangements with it.

Competition in AI is intense. The speed of innovation is intense. The legal risk itself puts Anthropic at a severe competitive disadvantage in such a hyper-fast-paced competitive environment. Thus, the punishment meted out by the process will likely be just as fatal as the actual implementation of the DoW order.

Some are calling this corporate murder. It isn’t. It is corporate suicide.

Seriously. Didn’t Anthropic CEO Dario Amoedi and his board ask Claude to generate scenarios of the effect of its refusal to toe the DoW line and which of those scenarios would be the most likely? Did he ask it if he was being an idiot? Because he was.

Now to the rights and wrongs. Here is Anthropic’s justification for its obduracy:

We support the use of AI for lawful foreign intelligence and counterintelligence missions. But using these systems for mass domestic surveillance is incompatible with democratic values. AI-driven mass surveillance presents serious, novel risks to our fundamental liberties. To the extent that such surveillance is currently legal, this is only because the law has not yet caught up with the rapidly growing capabilities of AI. (Emphasis added).

In other words, Amodei wants to arrogate to himself the power to require the Pentagon to act as HE thinks SHOULD BE legal, not what is legal. He wants to usurp the power of all three branches of the Federal government. That is obviously not his job.

If people believe the Pentagon has violated the law and the Constitution (in interviews he speaks of Fourth Amendment violations), they can bring suit. It is up to the courts, not Dario Amodei, to decide whether the Pentagon has or has not done so. Furthermore, Congress can act to “catch up” the law with the capabilities of AI. It’s not Dario Amodei’s job to become a law of his own.

Amodei’s argument is self-contradictory. On the one hand, he says he supports “lawful” uses. But then he says, not really, because he doesn’t like the law. Pick one, dude.

Now, you might counter that OK, then the US should just refuse to deal with Anthropic, but not try to whack it.

The Pentagon has clearly identified Claude as vital to the national defense. And, ironically, the company’s claims about its capabilities make the Pentagon’s case for it. So, the US needs Claude. The company refuses to provide it on acceptable terms. So it is necessary to compel them.

Or maybe you think Anthropic’s conditions are reasonable. They are not. These terms would essentially allow the company, at its whim, to impair the DoW’s use of Claude. That is, they could “hold up” the Pentagon.

Claude is a very specific asset, especially since it would be customized for Pentagon use. Even if DoW also employed other AI, it would not be able to replace at short notice the bespoke capabilities of Claude.

No rational party will subject themselves to such a massive holdup risk. The Pentagon clearly is rational about this.

Further, Anthropic would have legal recourse in the event it believed that the Pentagon was using Claude unlawfully.

Anthropic lamely argues that

They have threatened to remove us from their systems if we maintain these safeguards; they have also threatened to designate us a “supply chain risk”—a label reserved for US adversaries, never before applied to an American company—and to invoke the Defense Production Act to force the safeguards’ removal. These latter two threats are inherently contradictory: one labels us a security risk; the other labels Claude as essential to national security.

No contradiction at all. The “safeguards”–basically, giving Anthropic a kill switch that it can activate at is whim–are utterly incompatible with Pentagon use. Claude is a vital national security tool. Hence, force it is. Perfectly consistent logical sequence of actions.

It is ironic that Anthropic is not willing to accede to the Pentagon mere weeks after it screamed about three Chinese firms training their AI systems on Claude, thereby allowing the copycats to create systems with a substantial fraction of Claude’s capability. Meaning that the Chinese already likely have the capabilities that fret Amodei so much. And you can be totally sure that China will respect Amodei’s tender concerns for our liberties, amirite? But the US government is not to be trusted with these same capabilities, apparently.

A couple of admittedly subjective reactions.

When I first looked at some Amodei vidoes, I got a Sam Bankman Friedman vibe.

And wouldn’t you know, like felon Fried, Amodei is an “effective altruism” guy. This is disturbing. EA is a hyper-utilitarian “philosophy” that appeals to would be ubermenschen who often use it to justify their own psychopathy. SBF being the (imprisoned) poster child for this.

And as a general matter, be very, very, very suspicious of companies (and CEOs) that set themselves out as moral paragons. Remember “Don’t be evil”? Yeah, good times, good times. Or Bill Gates? I could go on. (And yes, Elon Musk fits too).

Lastly, maybe Amodei is suffering from Oppenheimer-like guilt and remorse over creating a power that has escaped his control. His attempt to restrict Pentagon use of the genie he freed from the bottle could be a desperate attempt to re-exert control. But he can’t. The genie is well and truly gone, and this faceoff with the Pentagon will in no way stop it.

February 13, 2026

On Economics, He’s Often Dumb Donald

Filed under: Economics,Politics,Regulation — cpirrong @ 11:36 am

Although I broadly support Trump on foreign policy and many domestic issues (notably immigration) I find his pronouncements and policy proposals on economic issues to be cringey at best, and downright idiotic at worst. As I discuss below, the emphasis is on “his”–many administration policies are actually quite laudable. But when he pontificates on economics–oi.

Tariffs are obviously front and center of any discussion of Trump policies. Here matters are more complex, precisely because one cannot evaluate them purely in terms of economic policy. Yes, like most economists, I believe tariffs qua tariffs are objectionable (with a caveat–see below). But with Trump, tariffs are a negotiating tactic, and even as such not just a means of extracting trade concessions from other countries. He employs them to achieve geopolitical objectives, such as forcing India to wean itself from Russian oil.

Even though one cannot evaluate Trump tariff-o-philia in purely economic terms, certain aspects of his tariff policies are positively daft. The most principled economic argument one can offer for tariffs is derived from the “theory of the second best.” Specifically, yes, tariffs are distorting, but so are other taxes. It is at least conceivable that raising revenue via tariffs is preferable to doing so through other taxes (including future income taxes, capital gains taxes, etc.).

But then Trump completely undermines that defense by promising/proposing to use tariff revenues to give every American a check, $2000 if memory serves. If implemented, this would leave us with all of the distortions of tariffs but none of the fiscal benefits.

Then there is the proposal to prevent corporate purchases of single family homes, purportedly to reduce the cost of homeownership. In justifying this proposal, Trump engages in all the blue sky and apple pie rhetoric about the wonders of home ownership that rationalized the policies of the 1990s and 2000s that culminated in the Great Financial Crisis.

The proposal and the rhetoric fail to answer–hell, even raise–a crucial question: why have corporations invested in single family homes? Are there some other underlying economic factors or policies that have driven this?

My conjecture is that it is the consequence of banking and lending policies adopted as a response to the (housing policy-driven) GFC that made mortgages more expensive and difficult to obtain. People who want to live in single family homes find it more economical to rent them than buy them, and the corporations are responding to that.

So if you believe the post-crisis regulations were needed and beneficial, the corporate purchases are a feature not a bug. Maybe you don’t think that these regulations are on the whole beneficial, but if that’s the case constraining corporate purchases will make things worse, not better. This won’t remove the constraint that is driving the purchases, but will reduce the supply of SF rentals.

In any event, suppressing a symptom without even attempting to understand the cause is a recipe for failure.

And then the other day Trump turns around and says he wants home prices to be higher. Choose one, man.

Then there is the policy of capping credit card interest rates. Here one cannot even make an argument like that for tariffs (i.e., there is some economic benefit that could offset the effect of the distortions). The effect of this will be to harm many of those it is intended to help. Credit card interest rates reflect the credit risk of those who use cards to borrow regularly, and often heavily. Capping rates will result in those people losing cards, and therefore access to that credit. Some will do without credit altogether. Others will turn to even more marginal and expensive sources of credit, such as payday or auto title loans.

All of these policies have something in common: they are fundamentally populist. Populist critiques of the current American system have considerable validity. However, populist policies are seldom salutary responses to those critiques.

The irony is that overall, Trump administration economic policy is pretty good. This is especially true regarding deregulation, with this week’s elimination of the Obama EPA’s CO2 “endangerment” finding being a particularly welcome example, but by far from the only one. Across the spectrum of energy, environmental, financial, and telecom regulation considerable progress has been made.

Maybe the best thing that can be said for Trump’s personal forays into economic policy is that his unmatched ability to attract attention and criticism is preventing critics from going after these good policies with the same intensity they otherwise might. Cringe has its uses, I guess.

January 17, 2026

Euthanasia, Not Hockey, Is Now the Canadian National Pastime

Filed under: China,Economics,Military,Politics — cpirrong @ 1:55 pm

Canada has become known as a haven for euthanasia since the passage of its Orwellian MAID (“Medical Assistance in Dying”) Act. But it’s not just for killing granny anymore. The country has also been committing economic suicide for going on a decade and a half, and under its arch globalist deep state poster boy premier is now is hell-bent on committing geopolitical hari kari as well.

Canada was once on a par–above actually–the US in per capita GDP. Not any more. Like Europe, Canada has stagnated while the US has chugged along. So now. Canadian per capital GDP is less than 65 percent of the US level.

And it’s not as if the US has been a growth juggernaut. Yet it has lapped Canada.

This stagnation–or what would Jimmah have called it? malaise?–is the result of an overdose of statism in Canada, something that was particularly evident in its draconian Covidianism. (Something it shared with the rest of the Anglosphere, ex US (to some degree)–all of which have also been economic laggards. No doubt Canada’s immigration policy–which makes the horrid US policy of the Biden years look enlightened–has also contributed

In sum, Canada has been committing slow motion economic suicide.

And now under the execrable Mark Carney (and execrable is the nicest thing I can think of calling him) it seems hell bent on committing geopolitical suicide. Carney just visited China, and based on the results, traveled with heavy duty kneepads in his luggage.

The trip is being portrayed with good reason as a Canadian pivot from the US to China in response to the big meanie to the south.

On trade, Carney touted a big deal–in which Canada will import 47,000 Chinese EVs. I see. Fighting against US restrictions on Canadian exports by taking Chinese imports that will compete against one of the industries (autos) that are hit by Trump tariffs. And a deal with a country that will take no manufactured goods from Canada. Brilliant!

Carney also said he and Xi see eye-to-eye on geopolitics generally, and Greenland specifically. And Carney has also said that Canada will defend Greenland if the US invades.

Might I ask: With what military, exactly? Canada has hollowed out its armed forces for decades. It is one of the biggest free riders on the US military, spending a whopping 1.3 percent of its GDP on defense. Canadian forces wouldn’t even be a speed bump: they would be roadkill.

In brief, Carney has positioned Canada as an adversary to the US by kowtowing to America’s biggest enemy and attempting to thwart US security initiatives.

It is beyond idiocy, but some idiots think it’s genius!

Er, no-he doesn’t get it. In a Westphalian power politics world allying with a malign distant power that is an adversary of the massive power right on your border is the epitome of idiocy. Especially since doing so infuriates the leader of the hegemon on your border.

Canada. So close to the US, so far from China. Do the strategery, “@DjStrategy.” (BTW considering anyone who calls themselves a “strategist” a self-important moron is an excellent heuristic–seldom fails!)

Now of course, Canada has been deeply penetrated by China (as a money laundry and intelligence sieve) for decades. Which makes one of Carney’s other statements particularly disgusting:

OK, asshole: want to compare the number of people killed in Canada by US guns to the number of Americans killed by fentanyl that flooded into my country from Canada? Orders of magnitude different.

Again, this is utterly suicidal. Canada and Carney’s globalist buddies may get off biting Trump’s ankles but it will not end well. The imbalance in power is so immense–and as the economic data presented above shows, has only become greater over time–that only a fool would pick a fight with the mercurial man wielding the power.

And if Carney thinks China is going to bail him out, he’s an even bigger idiot than I thought humanly possible. Maybe Carney should place a call to prison and ask Maduro how that works out.

And this is true too:

Not just an enemy–a hypocritical one.

It’s always been something of a joke to note that the US has long had plans to invade Canada. Maybe Hegseth should make sure they are up to date, cuz someone’s cruisin’ for a bruisin’.

December 17, 2025

Xi Jingping Channels SWP–But Not Enough

Filed under: China,Economics — cpirrong @ 12:49 pm

I have long questioned the validity of Chinese economic growth data. The gravamen of my criticism is that measured GDP is disproportionately driven by investment; that investment is really a cost that is intended to produce future benefits (greater output and consumption); and that the incentive system in the Chinese economy causes decision makers to incur investment costs that increase measured GDP, but that the return on these investments is low. As I’ve phrased it, this system has led to an epic, and arguably unprecedented, misallocation of capital. China’s (non-human) capital stock is too large, and misallocated across sectors, which conspire to depress returns to capital to below the level that would be achieved with a market price and profit-driven mechanism for allocating capital.

These heterodox views have been confirmed! By whom, you ask? Well, by Xi Jingping himself!

Chinese President Xi Jinping lashed out at inflated growth numbers and vowed to crack down on the pursuit of “reckless” projects that have no purpose except showing superficial results.

“Inflated growth numbers.” Check. “‘Reckless’ projects that have no purpose except showing superficial results.” Sounds like misallocations of capital caused by a perverse incentive system.

Xi used stark language to call for quality in economic gains and listed examples of wrongdoing such as unnecessarily huge industrial parks, disorderly expansion of local exhibitions and forums, inflated statistics and “fake construction kickoffs.”

Yup. A huge misallocation of capital.

“Xi said officials shouldn’t only be assessed on the basis of the GDP growth rate.” Yup, all driven by a perverse incentive system that leads decision makers rewarded on the basis of GDP-related metrics to invest large sums, the return on those investments be damned.

So Xi has recognized the manifest defects of the vaunted Chinese model, and effectively confessed that much of Chinese growth is junk. The irony of course, is that this is a system that Xi largely created, certainly deepened, and ruled with an iron fist. Meaning that his sudden shock at its consequences reminds me of Stalin’s “dizzy with success” backing off of the Soviet model he created.

But although he has diagnosed the symptoms, and the proximate cause, Xi still doesn’t grasp the underlying cause–the overly centralized nature of the CCP-dominated Chinese economy. No, it does not have Stalinesque five year plans dictating the output of Patriotic Nail Factory #10, but through its manipulation of the incentive system on multiple dimensions the CCP attempts to achieve objectives (most notably, high GDP growth and strategic industries) that it establishes.

Note Xi’s proposed corrective to the system he just admitted is fundamentally flawed:

Speaking at the work conference, Xi called for making “the assessment system more targeted and scientific, so that it works effectively like a conductor’s baton.”

An orchestra following a conductor is centrally directed. A system in which “scientists” set “targets” is not one that responds to profit and price signals, but one that responds to the incentives handed down from the CCP. Indeed, an economy with an “assessment system” other than profit and loss inherently involves massive centralization and control

And Xi’s prescription begs questions. Just what will that “assessment system” involve? What new (centrally directed) incentive metrics will replace the old ones?

Regardless of what Xi (or more likely his minions come up with to meet his command) come up with, it will inevitably result in misallocations, but different ones. Any set of centrally commanded high-powered incentives will be gamed. The games will distort production, investment, and consumption choices. Different incentives, different games, different distortions. But distortions all the same.

Transaction Cost Economics has long recognized the incompatibility of high-powered incentives and manipulable performance measures. This is why low-powered incentives are so pervasive in non-market allocation mechanisms–like inside firms. China is experiencing the effects of failing to understand this, but by advocating the replacement of old manipulable measures with new (though unspecified) manipulable measures Xi betrays a failure to grasp that the fundamental problem is with the centralized system itself, not with its implementation details.

Economic profit and loss in market transactions is a largely unmanipulable high-powered incentive system. But that is an inherently decentralized emergent system, not a centrally managed one. And such a system is completely inimical to one ruled by Party that demands obedience to its leader’s commands.

Meaning that the fact that although Xi has finally recognized the severe faults of one implementation of the CCP’s economic model, he has not–and likely cannot–acknowledge that the problem is inherent in the model itself.

December 7, 2025

Trump Tells Europe to Put on Its Big Boy Pants: Europe Throws a Tantrum.

Filed under: Economics,Politics — cpirrong @ 5:05 pm

The White House released a new strategy document, and thereby immediately unleashed a meltdown and freak out in Europe. Why? Well, for one thing, the document prioritizes the Western Hemisphere, then Asia, and then-and only then-Europe. Most provocatively, it puts the onus for protecting Europe on–get this–Europe!: “We want to support our allies in preserving the freedom and security of Europe, while restoring Europe’s civilizational self-confidence and Western identity.”

The nerve!

Europe’s reaction has given new meaning to the term “schizo.”

So on the one hand, the US is dismantling the security apparatus that has kept Europe peaceful for 80 years thereby leaving the continent vulnerable to the predatory Russians, but on the other hand, Europe is an economic colossus. Er, shouldn’t economic colossuses be able to defend themselves?

You see, they are so awesome that we need them more than they need us:

And they’re so sick of us.

But how dare we leave them to their own devices???

I can assure you that M. Hoez (not hoes!) (he of the .eu email address) definitely does not understand how few fucks Americans give, and are in fact totally on board with curing his sickness by saying hasta la vista, baby!

The threat of which is what set of these tirades. Seriously–reading X posts from Europeans is not recommended, unless you want to get vertigo. How dare you leave! Fine! Go! Good riddance!

Deputy Secretary of State Christopher Landau contributed to the hysteria:

His post makes clear that the US views Europe as dysfunctional, and that we cannot continue to enable this dysfunction. But addressing the dysfunction would require Europe to change its suicidal economic and environmental and immigration polices, and its anti-democratic, anti-liberty policies.

Alas, these policies are near and dear to the EU ruling class and its apparatchiks, like M. Hoez.

Fine. You have a choice. We’ve made the choice clear. If you want to do things your way, you’re on your own. If you want our assistance, change your ways.

My only criticism of Mr. Landau is he gives NATO too much credit. Their pious proclamations of “Transatlantic unity” are purely self-serving attempts to perpetuate their free riding on the US. It’s insincere. Keeping the grift going.

Europe clearly does not want to change its ways and it wants us to protect it anyways.

Sorry. The Free Ride is over.

This all takes place against the background of Ukraine, where the Trump administration is trying to end the war on less than perfect but more than realistic terms. Clearly, the Europeans (including the British) don’t want the war to end, almost certainly because they want Russia tied down so they don’t have to fight it themselves. So they are continuing the pattern set by Boris Johnson of persuading Zelensky to hold out, pledging their undying support. (Meaning they won’t die, but Ukrainians will).

Starmer, Merz, and Macron (average approval rating around 20 percent) have formed a troika to seduce Zelensky.

That’s an insult. To the Three Stooges.

It is exactly this sort of thing that drives this administration further from Europe. A few days ago Rubio called out Macron et al for almost derailing cease fire talks in Gaza through their meddling, and said that they are having the same effect in Ukraine. Which I believe is exactly their intention.

Meanwhile, it is abundantly clear that the US is squeezing Zelensky hard. When the NYT runs articles highlighting the at most one degree of separation between Zelensky and massive corruption, it is the equivalent of putting a horse’s head in his bed. (And what’s with the NYT these days? First it totally discredits the WaPo’s double tap story. Then it runs a damning story on the Democrats’ and Euro’s pet–whom Trump despises. Usually if Trump goes one way the NYT goes 180 the other direction).

In brief, Europe is far more trouble to the US than it is worth. Yet it insists on our protection and our deferring to them on matters of national security and economic policy.

And the administration is telling them, bluntly, that those days are over. Hence the lamentations and rending of garments from London to the Elbe and beyond.

November 17, 2025

Germans Being Dumb Smarties Again. Or Is It Smart Dummies? I Can Never Decide.

Filed under: Economics,Energy,Politics,Regulation — cpirrong @ 2:25 pm

I vacillate between calling Germans the world’s dumbest smart people or the world’s smartest dumb people. Whichever way you look at it, however, it is abundantly clear that a people that has produced amazing scientists, engineers, philosophers, and writers has a penchant for self-destructive stupidity, e.g., starting world wars that they have no hope of winning that result in national destruction.

Germany’s recent idiocies fortunately have been more contained in their effects, and have been especially concentrated in energy policy that has wreaked havoc in Germany itself. Energiewende. An obsession with renewables in a climate where the wind often stops blowing and sunshine is extremely limited for months at a time. Closing nuclear power plants. Carbon neutrality. Dependence on Russian gas.

The result of these combined acts of self-harm has been very high energy prices. These high prices have exacted a heavy toll on German manufacturing. Which is kind of a bad thing when manufacturing is your comparative advantage.

The resulting economic malaise has spurred the government into action. Prices to high? No problem! Impose price controls!

Because price controls always work, right? Right?

To illustrate just how dumb smart people can be, I give you this:

In this case, high prices are the result of insufficient supply (capacity). Indeed, high prices are a signal of scarce capacity, and provide the incentive to invest in capacity.

Capping prices distorts the signal, and eliminates the incentive to add capacity. Capping prices ensures that new capacity will never materialize, let alone materialize quickly. Meaning that the policy will inevitably have the exact opposite of its intended effect.

The caps might lead to increased industrial production, and thus increased consumption of electricity by manufacturers. But since prices are high because of inadequate capacity, where is the electricity output supposed to come from? It will have to be diverted from other consumers. Who will have to pay a higher price either directly in the form of higher prices, or in the form of reduced quality (e.g., lower reliability), or indirectly via taxes, and through lower consumption.

I’m sure they’ll be pleased. But that assumes that they realize the connection, because the government has every incentive to hide the higher cost. But a higher cost there will be.

Alas, the Germans are not unique in seizing on price controls to combat high prices. (Yeah, Mamdani–I’m looking at you). This despite the fact that at least since the time of Diocletian, the results have been the same–bad. Very bad.

In many cases–and I believe this to be so with Germany today–it is because the high prices complained of are the result of government policies, and rather than admit failure/error and undo the destructive policies, governments seize on a known nostrum that will inevitably fail. But in the meantime the government will have kicked the can down the road and claimed to have done something. The lag between doing something and the reckoning with what has been done gives it time to come up with new excuses, and new bad policies.

So enjoy, Germans. You are like the Delta guys in Animal House, intent on futile and stupid gestures. Except without the charm.

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