Saturday, October 31, 2026

Wrap Up for October 2026

The AI boom intersects more with globalisation and geopolitics than people realize.

What does stronger growth actually mean for rural counties? Access to metropolitan areas makes a big difference.

Just as a demand collapse was missed in 2008, the opposite circumstance of demand excess is being missed today.

Even a basic level of financial literacy remains a problem for many.

Perhaps it's not surprising when the elderly prefer robots to humans for activities they can no longer perform for themselves.

What happens when AI means fewer specialists are needed? I would question the proposed solution of "more comprehensive training", given the already exorbitant costs of knowledge acquisition, especially since only so many individuals with advanced knowledge can be highly compensated (monetarily) in the first place. Much of what I advocated years earlier, included reducing the costs of knowledge acquisition by individuals.

Despite this being a time of numerous strategic defeats, Greenland has been a strategic win.

Sometimes, models that aren't quite right, or are even completely wrong, can be wrong in useful ways. Scott  Sumner adds that even NGDP targeting is "usefully wrong" in its own way, especially now.

What makes rural areas different from metro areas?

A closer look, with graphs, at five eras of wage growth in the U.S.

Medical debt has become a big part of the affordability crisis.

China's manufacturing has become cheaper relative to the world average.

It has been too easy to forget how important monetary policy is, for public debt.

Real incomes for Americans in the post-pandemic period, aren't quite what people expected.

People in the U.S. stopped falling in love, but that's only the beginning of the story.

When will profitability catch up to investment in AI?

NPR highlights the more recent approach that Hall and Woodford brought to macroeconomics.

Timothy Taylor reflects on a decades-long macroeconomic journey, from its earlier beginnings to the latest economic Nobel.

"The Committee was united in raising rates but divided on why."

Warsh unfortunately finds it advantageous to be "a chairman without an anchor".

A visual comparison of home values by state.

Vehicle production around the world in 2025.

Cost-of-living concerns are the president's biggest problem right now.

How might selfishness matter, for the level of inequality that a country is willing to tolerate?

A surprising number of countries live under old leaders.

There is a variable that could separate the two inflations, if only the Fed were willing to use it.

How to think about China's growth model, in relation to the West?

This inflation report will be hard for the Fed to ignore. Justin Wolfers notes that it was worse than expected.

EVs are only part of the picture for China's massive production gains.

Warsh claims the Fed has left forward guidance behind, as if that were an achievement. He is quickly spending what credibility he has, without attempting to earn any further.

What if martial law is deemed "necessary"?

In present day macroeconomic theory, the role of money remains unclear.

Economic concerns in France are more important for global markets than some realize.

Upside risks to inflation over the coming year, have only grown.

A visual for differences in marriage and divorce rates among states.

Each of the last six years has brought another supply-side shock to the global economy.

There have been real wealth gains in many parts of the U.S. since 2000.

How big were the two global Chinese production surges? Even though the second shock represented slower growth, it resulted in more output.

Local land use rules are making it difficult to build many starter homes.

The U.S. came in low on the rankings of best countries to live in in 2026.

Our debt problems are no longer in the future in the U.S. for they have already arrived.

Cyril Morong highlights Jason Furman's new Econvitals website.

Marcus Nunes explains where fiscal risk actually lies.

Visualizing the most and least trusted professions of 2026.



"the Baumol effect makes the scope of the welfare state unsustainable": This unfortunate reality is why I sought a sustainable approach to time based services - one which could have reduced governmental debt loads. If only I had the stamina to continue such advocacy! But - at least for now - my earlier writings remain on this blog. Alas, as Cyril Hedoin noted, the new paradigm is going to be with us for a while.


Wednesday, September 30, 2026

Wrap Up for September 2026














Scott Bessent confidently declared that "I am the House now" and, well, this song comes to mind.







































Monday, August 31, 2026

Wrap Up for August 2026

The Fed has ample ability to control inflation. However, it's the unpopular aspects of inflation that the Fed cannot control.

Which countries produce the most coffee?

Not many countries feel like they are doing really well.

Contrary to popular opinion, manufacturing workers have become more secure in their jobs. Nevertheless, regional impact remains a valid concern.

A visual for economic power transitions over the past 200 years.

Fiscal dominance is no longer a theoretical possibility.  Neil Irwin also provides details for the yen intervention.

There are few obvious answers for the lack of fluidity in today's low-hire, low-fire economy.

How much positive impact might the 21st Century Road to Housing Act have?

What happens to urban services and infrastructure, now that federal funds are starting to dry up?

Perhaps not surprisingly, trade-linked jobs that take place in offices, pay considerably more than those on factory floors. However, the difference isn't near as pronounced in richer parts of the world.

Even though AI is transformative technology, its growth potential is likely to remain modest, at least for now.

Fed discretion without a nominal anchor, is hardly the panacea that Warsh would like it to be. When the stock market and the bond market widely diverge, it is ultimately the bond market that prevails.

Perhaps the relevant question isn't so much how AI will automate work patterns. There are deeper issues at stake. How will AI change the production, circulation and validation of knowledge? AI will ultimately impact how organizations learn, remember, deliberate and decide.

Despite the bravado of Iran's hardliners, their economy continues to be threatened by the reimposed U.S. naval blockade.

Neil Irwin takes a closer look at Kevin Warsh's early days at the Fed. But, among other things, are Warsh's bots being given too much credit?

Conor Sen takes a look at the end of the housing recession.

Iran wants the war to end, but not on the terms demanded by the U.S.

Scott Sumner responds to the monetarist section in John Cochrane's recent online book, Inflation. 

There's been more progress in medicine than people often realize.

Few noticed what happened to real wages this time.

Too many young adults remain stuck at home and unable to afford housing.

The same institutions that are inclusive, still create divisions as well.

If no one is losing factory jobs to China, what is actually happening?

What really killed offshore wind?





Will his Jackson Hole speech bring further clarity to his vision? "We're turning the first few pages of the fiscal dominance book."























Friday, July 31, 2026

Wrap Up for July 2026

Despite the benefits of forward-guidance, it still turned out to be a false precision.

Purchasing power parity makes the difference for China.

Even though Britain is experiencing economic decline, the U.S. isn't all that far behind.

Screwworm eradication is being taken seriously. But it might take at least a decade to be successful.

Many things people were concerned about 100 years ago, still hold relevance today.

China's GDP manufacturing share has actually been falling for 15 years.

A visual for state manufacturing GDP comparisons in the U.S.

There's plenty of wishful thinking about shrinking the Fed balance sheet. But who has the stomach for what is involved?

Poland had the fastest immigration growth between 2019 and 2024.

Freedom to choose work hours is starting to become an option for blue collar workers. There are other aspects of greater work flexibility as well.

Adam Tooze describes the extent to which global dollar usage has changed.

Who captures the benefits, rewards, and returns of AI?

There's more than meets the eye in comparing deindustrialisation between the U.S. and the EU.

The new task force is reasonably well chosen, except for one problem: There's no one who openly advocates for a level NGDP target.

Land values have increased so much, that land reclamation might (once again) become a reasonable option.

A visual for states which are considered the most dangerous in the U.S.

There's a good reason why many people in the U.S. avoid ambulance rides whenever possible.

Financial repression is a "quiet tax" that is more harmful than many realize.

Both the left and right have largely abandoned free market thought.

A Taliban ban on smartphones could make life even more difficult for citizens in Afghanistan.

Those FOMC minutes provided more information than expected.

Which countries are considered to be the most powerful?

Witchcraft as the dark side of kinship. Who knew there was an economic rationale or component to witchcraft accusations? Consider how this matters for the present. The authors understandably argue for societal institutions to protect citizens, in part so families might remain more considerate of their own. 

What really accounts for "greedflation"?

Some believe the blockade of the Strait of Hormuz could be more effective. Nevertheless, companies and countries alike are becoming more inclined to simply bypass the waterway.

"The most common use of AI is to find information."

Our world changed, once people started seeing its many aspects in a single context.

Alas, Warsh showed a level of certainty to Congress that was not at all warranted. 

There's no single model for the workplace ten percent that is left after automation. It's important to distinguish tasks from jobs, as a place to start.

Greg Mankiw recommends Liaquat Ahamed's new book 1873.

Plenty of America's top private companies by revenue are food, grocery, and beverage related.

"The brain in lonely mode doesn't add darkness. It subtracts light."

Does he really think he's going to achieve inflation goals by redefining inflation? 

Once societies start to envision progress as zero-sum games, real progress becomes progressively more difficult to achieve and maintain. Borrowing Joel Mokyr's terms, for years I'd hoped for "Northian" growth gains via the skills coordination of time arbitrage, and "Shumpeterian" growth opportunities via local resource realignment for housing and building construction.

Corporate tax planning can sometimes make economic data look like a "hall of mirrors". Ireland as an example.

International tourists have changed their travel preferences considerably in the last six years.

"Places built around private convenience look lonelier than places where daily routines force people to bump into one another."

A visual for countries with high government debt loads.

The biggest problem for data center energy use, is high levels of concentration in specific areas.

Kevin Erdmann notes a useful addition to measuring home ownership from the Minneapolis Fed, which is another way to track how many individuals own their homes.

Florida and Texas have gained the most people from abroad.

"When you're running out of fiscal space, the last thing you need is war."

Slowly but surely, we are using fewer words in spoken conversation.

How do China's manufacturing gains compare to other countries?

With some exceptions, tariffs have failed to provide  real manufacturing gains.

Mini cities as more spontaneous and meaningful forms of education at a young age.

Quality of life perceptions: The U.S. isn't positioned as well as some might expect.

A nominal path is becoming more important than ever. But who is really paying attention?

Will those off-grid data centers be able to work as advertised?

New apartment housing is being built in Texas, despite lingering restrictions.

A visual for countries by income groupings.

Price stability from the Fed? "You cannot miss a target you have not specified." And, Warsh actually criticized the work the Fed had done in the last five years, even as many of those participants were still in the room! Here's an apt line from Fed governor Chris Waller, "Sternly staring at inflation until it melts before our withering gaze is not an option". Alas, Warsh assures everyone that PCE inflation remains the proper Fed yardstick...oh wait maybe not really. It concerns me that Warsh is also willing to use monetarist reasoning, not because of any apparent belief in nominal stability, but as one of various foils to destroy confidence in normal Fed policy methods. In other words, anything it takes to ensure he doesn't properly deal with inflation so long as Trump remains in office. Despite the fact Fed credibility will likely have to suffer the consequences.

How long does it take to become a U.S. citizen? It's complicated.

Paul Krugman provides further background on the FOMC meeting, and like others, reminds us that Warsh would likely be problematic in the event of an economic crisis. Plus, Warsh's new "no framework" strategy is not a tenable position.

Even though there's plenty of advice not to keep scrolling online before bedtime, I often find myself at the computer anyway. At the very least, what's better than worrying about the state of the world? Nature videos with music are a good option. Here's one I particularly enjoyed.

Tuesday, June 30, 2026

Wrap Up for June 2026

There's a wide variance in nursing home costs, depending on the state. Surprisingly, Texas has the lowest costs.

Political polarization is making it more difficult to determine what consumer sentiment consists of.

Cyril Hedoin's book, Social Choice and Public Reason, will soon be out. Also, some pictures from his London trip.

Press freedom is strained in many parts of the world.

What societies believe in, also helps to determine the nature of their institutions.

Have men really become excessively lonely?

What if AI can help reverse the negative impacts of social media?

School enrollment declines will matter more than many realize.

A visual for some prices that have gone up the most.

The screwworm border closure is only making things more difficult for raising and processing beef in the U.S.

Even though the May jobs report looks superficially good, it's not quite as strong as it appears.

Migration within the red state blue state divide is about more than just politics.

Recent currency growth "bodes well for the Fed's balance sheet".

Does Kevin Warsh have the diplomatic skills to successfully lead the Fed? Perhaps.

Timothy Taylor notes some highlights from the Romer and Romer summary of Powell's time in the Fed.

Fortunately, energy markets are far more diverse today, than was the case in the seventies.

Goods prices inflation is actually similar now to where it stood during the pandemic. Even so, nominal spending is still more important than the distribution of prices.  

Unemployment really depends on the state where one lives.

White collar workers in particular are having to deal with a changing economy.

Long Covid as an identity is still not well defined at all.

How useful is the Friedman rule today?

Alas, the Fed is "rerunning a milder version of 2021 in real time". The nominal GDP lesson has still not been learned.

The dollar remains the world's dominant currency.

The fact there might be some problems with sugar free diets, is one of the more surprising things I've read recently.

An interesting and overdue book on the pros and cons of sun exposure.

The first FOMC meeting for Kevin Warsh isn't an easy one. And after the fact: Warsh is going to need greater transparency than he delivered the first time around.

The Commerce Department banned noise infusion in statistical data, but it was there for an important reason.

Richard Baldwin takes a closer look at declining manufacturing in the U.S.

Why isn't it enough to promise price stability?

In Mexico, there are still many incentives for workers and businesses to remain in the informal sector.

The Covid pandemic was the defining moment of the Fed under Jerome Powell.

Alan Greenspan was the first to make it obvious that low inflation was the Fed's most important job. Even though Greenspan didn't identify it as such, he consistently maintained a steady nominal income level. Also, Greenspan's legacy: The Great Moderation.

What happens when new jobs aren't the ones that a town really wants?

No one can definitively say what constitutes a healthy gut microbiome.

A visual for cities in the U.S. with the highest income levels.

It's too easy to forget what really matters. Fortunately, there's a method for remembering from centuries earlier.

People still want to volunteer, but more spontaneous forms of doing so are needed. In France, communities are making this happen. 

It really feels as though everyone lost in the Iran war.

Grid connectivity was designed for an era that was far less dependent on energy, than is the case today. The first-come first-serve queue is the main problem.

If you limit favourite Beatles song selections to just one, there's an interesting result for a top 100 song list of the sixties.

The role of experts in information gathering.

As the U.S. deindustrialised, the rest of the world did things a bit differently.

A visual for the best selling albums in the U.S.

If it feels difficult to find good jobs in America, only imagine what that challenge must be like in developing countries.

For now at least, the Fed remains independent, and responsible for where monetary policy is headed.

Which states are the largest food producers?

Sunday, May 31, 2026

Wrap Up for May 2026

Ryan Avent talks with Brink Lindsey about the power of faith and culture.

American dads have changed considerably since the fifties.

The economic blockade campaign is about more than just Iran.

What does access for a new retirement plan, consist of? 

Part of what makes life more expensive now in the U.S. is a weaker dollar.

Electricity supply is rising, as demand rises even faster. Texas is rising to the challenge, but more rapid energy build out is needed across the U.S.

Aircrafts are a prominent export in multiple states.

A 100% debt-to-GDP level isn't necessarily a deal breaker. But the way a debt trajectory actually rises, can be.

"Most good ideas are born as twins."

Robin Brooks explains why the blockade is working.

Hannah Ritchie takes a closer look at near future AI electricity demand.

When it comes to home affordability, income levels matter. (A visual)

Tautologies are more useful than they are often given credit for.

Embodied human labour is a lot more complex than what AI is actually performing. "When a dollar is saved, where is it redirected?"

Will the nominal anchor continue to hold?

Even though the labour market is stabilising, it is doing so with higher prices.

Some charts which illustrate how debt is becoming a global problem.

Minnesota has the highest home ownership rates for young adults.

Most countries remain sold on free trade, even if the U.S. no longer is. However, economists were right about the economic pain the tariffs would cause.

What might the changing California job market imply for the rest of the country?

It hasn't been long since pancreatic cancer was practically a death sentence, but much has changed.

In war, a nation's ability to survive shouldn't be confused with victory. Iran isn't quite as strong as some like to imagine.

Betting on future risks has its useful qualities, but doing so can also corrupt.

The 21st century is also the time of the "Great Forgetting".

Saying goodbye to a dependable and trustworthy Fed chair.

Tariffs haven't helped the U.S. economically. And trading partners have dramatically changed in the past 25 years.

Neil Irwin reflects on Jerome Powell's chairmanship.

Trump and Xi went into the summit with the same modest expectations.

What if an AI bust wouldn't really hurt that much?

"The number of children on the planet has been going down since around 2012. It's just that their grandparents have not died yet."

History will likely be kind to Jerome Powell.

China has retained a longer than expected lock on low-skilled goods production, to the detriment of emerging economies.

A visual for world fertility rates.

Have Republicans basically given up on free markets?

Pediatric surgeons have the highest wages.

One can only hope that data centers will take a strong interest in water recycling. After all, they are being built in some places where water is already in short supply.

Is vicemaxxing the new normal?

The Secular Stagnation theory turned out to be not so compelling.

There's a price for exorbitant privilege that is seldom considered.

A visual for the world's largest food exporters.

The Fed has not been offsetting excess fiscal demand.

Both Medicare and Medicaid have become reliant on private health insurance.

Hiring demand really depends on one's home state.

Independent bookstores are actually doing better than many realize.

For the Fed, it's actually easier to move the road than to steer the car. Even so, "moving the road" doesn't always guarantee a positive outcome.

A visual for foreign investment in 100 nations.

Not all forms of attention are the same, and the differences are important.

Services are almost half the value of U.S. exports, but that important factor has been completely missed in Trump's tariff calculations.

In the past ten years anger has been on the rise.

It turns out that once immigration stalls, something odd occurs: Just because job numbers turn negative doesn't necessarily mean a downturn is underway.

What point was there in putting tariffs on musical instruments, when few were being made in the U.S. to begin with? "Imports of musical instruments are cratering."

Which states have experienced the most population growth since 1970?

Paul Krugman answers his critics concerning discussions about standards of living in Europe and the U.S.

Thursday, April 30, 2026

Wrap Up for April 2026

The chickens are coming home to roost for the U.S. debt trajectory

India's services sector continues to be a strong part of its economy.

When the largest importer decided to weaponize imports, the largest exporter responded  by weaponizing exports. Yet other countries decided not to participate in the trade war.

NAFTA vulnerability was greatest in eastern portions of the U.S.

Progress in battery storage is one of the good news stories of our times.

AI may change what is deemed most useful and valuable in knowledge at a fundamental level.

Even EV production is getting stuck at the Strait of Hormuz.






















How does war compare to other macroeconomic impacts? It is often the strongest and the most difficult to manage.