Museum exhibit at the Chicago Fed of $1 million in $20 bills

I’ve been warning about the current stagflation since the beginning of last year. It’s good to see others are catching up.

Stagflation, the Scourge of the 1970s, Is Back by Phillip Braun

One point the opinion piece makes is that the one bright spot in the economy—the stock market—is actually (in line with what I’ve been saying about how the markets and the business news have this all completely wrong) a “severe systemic risk.”

Sculpture of an allegorical figure of Industry, standing outside the Chicago Board of Trade

Some years ago, I wrote an article on living off capital and published it as a guest post on another financial blog. The old link to it is dead, and a google search doesn’t turn it up any more, so I thought I’d go ahead and repost it, hosted here on my own blog.

People who come from wealthy families learn how to live off capital. The rules are taught along with all the other things they learn from their parents—how to dress, how to eat, how deal with bankers and trust officers. But even though most people don’t learn the rules, living off capital is just a skill, and it’s one that everybody should learn, because everybody lives off capital sometimes.

People usually think about living off capital in the context of retirement, but that’s just one (albeit important) example. Perfectly ordinary transitions, such as losing a job and having to find another, also amount to living off capital. There is also the broad swath in between: Living off capital for longer than just the length of time it takes you to run through your emergency fund, and doing so without the institutional support—social security, medicare, maybe even a pension—that comes along with retiring at an ordinary retirement age.

Income

If you’ve got a lot of capital—that is, if you’re wealthy—then living off capital is easy: You invest enough in treasury bonds that you can live off the interest.

It’s not trivially easy, of course. You have to allow for taxes. You have to allow for inflation. You have to have some sort of cushion or reserve in case your investment return falls. But, generally, living off your income is straightforward.

You allow for taxes by setting aside enough of your income to pay your taxes. This isn’t hard, even if you have to file quarterly estimated taxes, but you have to do it yourself; you don’t have an employer automatically taking care of it for you by deducting it from your pay. Screwing up is expensive—screwing up badly may even be criminal.

You allow for inflation by reinvesting enough of your income to preserve the value of your capital. If your money is in US dollars, TIPS (Treasury Inflation-Protected Securities) will do exactly that. The principle value of the bonds increases automatically to keep you even with inflation, and the interest is paid out on the inflation-adjusted principle, so your income rises with inflation as well.

(The adjustment is based on the Consumer Price Index while what matters to you is your own cost of living, so you can’t entirely delegate the job of allowing for inflation, but TIPS will do most of the heavy lifting.)

You allow for reversals by having a cushion somewhere. Ideally, have two cushions: First, a reserve fund with enough money to cover any unexpected expenses. Second, some flexibility in your cost of living, so that a decline in income can be matched with a decline in spending.

Beyond just income

The wealthy have other concerns than just supporting themselves—they want to pass down an estate. Because of that, they teach their kids this rather conservative version of living off capital. If you only spend your income, and if you reinvest enough to keep even with inflation, then you’re preserving your capital intact. (If you reinvest more then the minimum, or if some of your capital is invested for growth, than you can be growing your capital at the same time you’re living off it.)

If leaving an estate is not a concern for you, then you can spend more than just your income.

There’s a common rule of thumb that (if you have a well-diversified growth portfolio), you can probably spend about 4% of your capital and still expect to have more capital the next year. That won’t be true every year (it was really, really not true in 2008, for example), but historically it’s been true on average.

Still, the wealthy know that spending capital is a bad idea. Anytime you spend more than your income, you’re in danger of entering a death spiral: Your reduced capital earns less money so you have to spend even more capital to support your standard of living; repeat until broke.

A lot of people have back-tested versions the 4% rule, looking at historical periods to see if following that rule ever led to a death spiral. From what I’ve seen, it looks pretty good, but the current circumstance is going to put it to a particularly harsh test–especially for people who started living off their capital in 2007.

If you can afford it, choosing to spend only income is a safer strategy. If you can’t, you probably ought to accept that at some point you’ll have to earn some more money—and if you’re going to do that, sooner is probably better than later (before you’ve depleted your capital). Happily, a pretty small amount of money can make a big difference, if you’re right on the edge of being able to live on capital. Every dollar you earn is a dollar of capital that can go unspent.

Investments

If you were really rich, the safest thing to do would be to invest enough in TIPS that the income would support you. Then you could invest the rest of your money however you liked. Most people aren’t that rich—at the moment you’d need close to $2.5 million invested in TIPS to earn an inflation-protected $50,000 a year. Treasurys without inflation protection are earning more than twice as much. (Of course, you have to reinvest a big chunk of that to keep even with inflation).

Dividend-paying stocks can earn still more money, and dividend growth can provide some amount of inflation protection (as can capital gains). in recent years it has been tough to invest for dividend yield, but even with the recent recovery in the stock market, there are plenty of companies paying a reasonable dividend now—there are more than 40 companies in the S&P 500 whose dividend yield exceeds the yield on a 30-year treasury. None of those will be as safe as treasurys, but at least there are some options now for someone looking for income.

If you have it in you to be a landlord, there’s also the option of earning rent on real estate investments.

Mechanics

You can arrange the mechanics several different ways. The simplest version is simply to have the income from your investments directed into your checking account and use it to pay your bills. A slightly more complicated version would direct your income into the savings account where you keep your reserve fund, and then transfer money from there into your checking account. That makes it easier to even out the month-to-month money flows, which tends to be necessary because stocks generally pay dividends quarterly and bonds generally pay interest semiannually.

(If a lot of your capital is tax-sheltered in an IRA, 401(k), or similar vehicle, the tax rules make it more complex to use that capital for spending, but there are rules for handling the case when you’re actually retiring early.)

The key step–the one that rich families make sure that their children know—is to evaluate your capital every year: Make a new budget with your projected expenses for the following year, and then reinvest enough of your surplus that its earnings will cover any increase in your cost of living.

If you don’t have enough of a surplus to do so, you were living beyond your means.

It’s easy to do this by mistake. Even most people with a budget don’t know their cost of living accurately enough to know if they’re properly accounting for things like those large-but-rare expenses like a new car or a new roof, and any particular category of expense can rise much faster than overall inflation. (Think health insurance, college tuition, and fuel.)

People who are accumulating capital (rather than living on it) can use each year’s new savings as a buffer—even a major un-budgeted expense can often be covered out of this year’s planned savings without needing to dip into capital. Someone already living off capital doesn’t have this option. They have to provide their own buffer out of their reserve.

Fluctuations in income

There’s a second reason that a reserve is essential: The income earned by capital fluctuates. Anyone living off capital right now knows this quite acutely—the rate paid on Treasury securities is at generational lows. Other investments (such as dividend-paying stocks) earn an income that doesn’t necessarily shift in lock-step with treasurys, but can still go down—particularly during a recession.

The children of rich families learn that the key technique for stabilizing your earnings from capital is diversification.

You should diversify across time by investing some of your money in long-term treasurys, which will pay a fixed rate for a long period (decades). That offers some stability, but has two downsides. First, it while it protects you from falling rates, it makes it harder to take advantage of rising rates. Second, if all your treasurys mature at once, you might have to reinvest the whole sum at a much lower return. Avoid that making sure that your long-term securities mature in a staggered fashion. (Arranging for a fraction of your long-term securities to mature at regular intervals is called setting up a ladder.)

You should also diversify across kinds of investments by investing in more than one kind of vehicle. As attractive as TIPS are for someone living off capital, you probably want to have some of your money invested in ordinary treasurys, in stocks, and maybe in real estate. Other options (such as owning a business) are worth considering as well. This reduces the chance that your income streams will all fluctuate in the downward direction at the same time.

Other kinds of diversity are good as well. Consider investing in foreign treasurys as well as US issues, and maybe in corporate or municipal bonds.. Your stock investments should include multiple companies in different industries, and should include foreign companies as well as domestic ones.

The other key for dealing with a fluctuating income is to have a flexible cost structure, so that you have the option to cut your expenses, if necessary, to match your diminished income.

Those are the basics:

  • Invest for income
  • Reinvest to preserve your capital
  • Diversify
  • Keep enough flexibility that you can adjust your expenses

Learn those skills and you’ll have as much ability to live off capital as someone who grew up in a wealthy family. Then you just need the wealth.

If, like me, you had any sort of reasonably balanced portfolio at the beginning of the year (or the beginning of last year), it’s worth observing that it is almost certainly way, way out of balance.

Graph of the S&P 500 since January 1 last year, showing an increase from under 6000 to over 7600

If so, this is your reminder to rebalance your portfolio.

Doing so is admittedly really hard to do. If you had a 60:40 (stocks to bonds) portfolio at the beginning of last year, you might very well have 70% or 80% invested in stocks now, and that probably feels great. You feel like a genius, letting your profits run. If there’s anything better than having 60% of your portfolio grow at 20% a year it’s having 80% of your portfolio grow at 20% a year.

But you know it’s a terrible idea. It’s bad enough to have 60% of your portfolio lose half its value. Having 80% of your portfolio lose half its value is much, much worse.

Knowing that it’s hard, let me point out a little thing that might make it a little easier right now: Bond rates are up nicely. You can get nearly 5.25% on 30-year bonds, or almost 3% on inflation-adjusted bonds. That’s good enough that you don’t really need to agonize about whether you can expect a capital gain or capital loss on the bond. Just buy it and take the coupon.

Of course, I have no idea what balance is right for your portfolio. Maybe it’s 60:40. If you’re young, maybe it’s 80:20. If you’re retired, maybe it’s 35:65. But if you had a sensible balance a year or two ago, and you haven’t rebalanced, it is now way out of whack.

This is your reminder to fix that.

AI firms are on the ropes, having spent way too much money building infrastructure for tools that are valuable, but not nearly valuable enough to support the money already spent, let alone what they’re planning to spend over the next two or thee years. This is bound to come to a bad end.

As Jerry Holkins puts it:

They can only loan each other money for so long. Then, they’ll socialize the losses through nationalization.

Source: Cyberbullies – Penny Arcade

At least, that’s their plan. Oliver Jutel and Gil Duran have a name for this plan: “exit through the state.”

Because I’m at heart an optimist, I like to imagine a more hopeful solution—one where this plan fails. And I legit think it might.

If Congress changes hands, and Trump becomes even more toxic (two things that seem very likely), there might not be anybody in a position to lead the charge for socializing the losses. A toxic Trump trying to hand another bunch of taxpayer money over to billionaire tech bros might actually be very unpopular. And if a Republican minority in Congress can’t get it together to come up with a plan that a significant number of Democrats will support, socializing the losses just might not happen.

But it has to “not happen” right then—with a Democratic (or divided) Congress.

If the AI firms can hold things together (with circular financing, SPVs, and the like) until there’s a Democrat in the White House, that guy will probably not be able to resist the pressure to “do something.”

If—as I hope, and kind of expect—it comes to a head before that, the Republicans might well not be able to come up with a plan that meets the demands of all their different constituencies, while the Democrats refuse to join in any plan that a large subset of Republicans will agree to. The result might just be that we just let the sucker go down.

Letting the sucker go down is what George W. Bush wouldn’t do in 2008. Except, of course, he kinda did, as far as homeowners were concerned. Banks, investment firms, and insurance companies got saved. Homeowners got hung out to dry.

My point being that the government is totally willing to let some suckers go down. The Republicans would like those suckers to be ordinary investors, computer users, and (in particular) tax payers. But I like to imagine that there’s at least some chance that the politicians will simply be unable to cobble together an arrangement to accomplish that, with the result that the AI firms go down, a bunch of AI firm executives get prosecuted for investment fraud, and all that infrastructure (data centers and large language models) gets sold off in bankruptcy, ending up in the hands of people with a certain amount of rationality (and much less debt).

A graph of oil prices, showing the peak during the war, and the start of another peak now

A few weeks ago, back before the Iran war heated back up, The Economist wrote a mia culpa, explaining why they’d gotten it wrong about the war being an economic disaster. Briefly, while the MOU was holding up, I was tempted to write my own.

Like The Economist editors, I had thought back in April that Things are amazingly more bad than markets seem to think, but by the beginning of June, it was looking like maybe the risk of catastrophe had eased.

I didn’t write a mia culpa. To be fair, part of that was just laziness. But part of it was looking at things and thinking I was still right. Maybe between some demand destruction and some dribs and drabs of oil getting through the strait, world markets had found a new equilibrium that wasn’t nearly as bad as I’d expected. But I didn’t think so.

The Economist thought so. They thought they’d gotten it wrong for two reasons:

First, we thought that America and Iran would hold out against a deal to reopen the Strait of Hormuz: America because Mr Trump deludedly thought he held the whip hand, Iran because its regime knew its people could be made to endure more pain. In fact, facing the fury of American motorists, Mr Trump all but folded, preventing a disaster. Since the two parties struck a provisional deal in June, enough oil has been getting out of the Gulf to reassure markets that supply is coming back online, even if the future of the strait remains uncertain.

Our second oversight was, like others, not anticipating the staggering degree to which China would be able to slash its oil imports. Crude imports are 5m barrels a day lower than a year ago, despite the fall in prices. China has cut its demand and shored up supply. Its oil reserves are opaque—many barrels are hidden from satellites underground, and there is a blurred line between official reserves and corporate inventories. But they have been shown to be a powerful buffer.

I pretty much bought their second point. China had produced a truly fantastic amount of demand destruction, and had done it with minimal impact on their own economy, by largely shifting the impact onto people in other countries who had bought their oil distillates, before China prohibited exports. They could probably keep that up indefinitely, removing their demand from the world market.

That first point, though, I found doubtful. I mean, yes, Trump always chickens out, which is why we got the MOU and the briefly partially reopened strait. But I think they were wrong in thinking that Iran would go along with what Trump wanted, or that Trump could settle for what Iran would (obviously) want to do. They tried to paper over the cracks for a few weeks. I mean, I believe Trump settling for whatever Iran did and pretending it was a victory was a thing that could happen. But I’m not surprised it didn’t work out. Too many other people in the U.S. government were simply unwilling to let Trump leave the strait in Iran’s hands. And, although oil prices were coming back down, they were not on a trajectory that would improve the Republican’s chances in the midterms.

So, I think The Economist was right in the first place, and wrong to imagine that Trump and Iran could agree that “preventing a disaster” was something they could do.

The oil price graphic above is already out of date. It shows yesterday’s closing price, and things have gotten worse already today. Brent crude is over $100 as I wrap up this post.

I’m using “AI” here in the older sense, rather than the newer sense where it’s just another way to say LLM.

In this older sense, I don’t have anything against AI (even though I generally try to avoid LLMs). So, I thought I’d talk a little about the things I actually object to, when it comes to what people call AI these days. Specifically, what I object to (in order of objectionableness) are:

  • Using them to generate anything that looks like creative output. (It isn’t creative output, but it resembles it enough that I can waste a lot of time realizing that. That’s what I object to.)
  • The copyright theft at the base of LLMs. (I think half the profits (perhaps 40% of the gross revenues) of every AI company should be distributed to holders of the copyrights that were violated in the generation of the models).
  • The resource usage needed to run the inference engines. (Also the resource usage that went into doing the training, but that’s already sunk, so there’s no more point in complaining about it than there is in complaining about the resources that went into building your house.)
  • The fact that AI is unnecessarily used to do stuff that used to be better without it (such as web search).

I do also have some good thoughts. Generally speaking, there’s all kinds of stuff that (I hope) is going to get a lot better. Here’s an almost random sampling of ideas I’ve had. This list is most definitely not comprehensive. It’s not even the most important stuff. It’s just a few things I have been thinking of, because they’re things I want.

I would like an AI to keep track of everything I read (including whether I finish reading it, or give up part way through), and then (insted of trying to sell me something), guess what I’d like to read next. I’d pay money for this. (Not much money, but a little.)

I’d like an AI that picked up domain information what what I read. When I read an economics or finance article, I’d like it to put a little note over on the edge of the screen that I could click on, and then it would apply the information in the article to my situation. “That article, and three others that you’ve read in the past two weeks, suggest that European stocks might do better than U.S. stocks over the next year. Your portfolio is 43% U.S. stocks and only 16% European stocks. Click here for steps you could take to boost your European stock holdings.”

Of course, it should also track future results of each of those hypotheticals and compare them to both what I had before and what I actually did.

I’d like an AI to look at a blog post I’ve written and then from the taxonomy of categories and tags I’ve already created, suggest which ones I should use for that post. (There have long been “tag recommending” plugins for WordPress, but the last time I checked, none of them preferred the tags I’ve already got. Most of them seem intended for a completely different purpose from supporting your own internal tagging system. It seemed like maybe they were intended for finding keywords for maximizing ad revenue?)

I couldn’t think of a good picture for this post, but didn’t want to post it without a picture, so I thought I’d use this picture of my dog. It’s been hot here.

A dog panting, sprawled out on the carpet

A metal case holding $1 million in $100 bills

Economists pretty much understand both inflation and recession. Because the policy tools to fight them—raising or lowering interest rates—are the opposite of each other, people sometimes think they are the opposite of each other. But this is not true, which is why “stagflation” is even a thing.

Inflation is caused by the money supply growing faster than the supply of goods and services. Back in the 1970s and 1980s there was a real push to manage the money supply as a way to keep inflation low and stable, but it didn’t work very well. (For a lot of reasons. In particular, the lags between money supply growth and the flow to spending are long and variable. Also, people have choices in where they spend their money, so sometimes the money flows to goods, other times services, and other times assets like stocks, bonds, real estate, etc.) Since the mid-1980s, the Fed hasn’t really considered controlling money supply as a key policy tool.

Recessions, on the other hand, are caused by consumers or businesses choosing to spend less money. The Fed tries to fight this by lowering interest rates. This can work—lower interest rates make it cheap to borrow money to spend. But people can still choose to spend less, even when they could borrow that money really cheaply. This happened very obviously in 2007 and 2008.

When people (or businesses) choose to spend less, the economy slows down. It’s a self-reinforcing cycle. People spend less, so business income declines. Businesses sell less, so they buy less raw materials; they buy less products to sell; they cut employees. Employees lose their jobs, their income shrinks, so they spend less. Commodity sellers can’t sell what they produce, so they stop producing. Businesses can’t sell what they buy, so they quit buying. All those choices flow through the economy, reducing everyone’s income, reducing everyone’s spending even more.

We haven’t seen much of this yet, but we’re about to.

I mention all this now because I just saw this article in the New York Times: We Crunched the Data: There’s a Grocery Price Emergency in America. The writers came up with a model for a fairly affluent middle-class family in the United States, and found that rising prices were crushing it:

According to our calculations, the math has stopped adding up for this family over the past 18 months. They had a small cushion in 2024. Now they are in the red after covering just the basics

People’s reactions to prices that outstrip their income vary. Up to now people have adapted by simply doing what they have to do. They start by making the easiest cuts they can manage, but that doesn’t go very far. You can only make the adjustment from beef to chicken to beans one time. You can quit buying new clothes and make do with what’s in your closet for a year or two, but eventually your old clothes start to wear out. People can quit saving and investing, and they can start borrowing to cover their expenses, but that can’t go on. Eventually, people have to start making structural changes to their household costs, of the sort I talked about all the time when I was writing for Wise Bread: They can become a one-car family. They can move from a house, to an apartment, to a smaller apartment. They can raise the deductibles on their insurance policies.

These sorts of changes have long lead-times. Selling your second (or third) car might take months, and it might not save you much money in the first year or two after you do it. Moving to a cheaper place to live similarly takes months and costs money. Even switching to a cheaper phone plan takes a while. But 18 months is enough time for people to start making these changes. And once they’ve done so, that new lower-spending structure is largely locked in for at least months, probably for years. Even as prices start to come down (and they will, although not to what they were in 2020), people who have made those structural changes to their household cost structure aren’t going to undo them anytime soon.

The result is going to be a recession, very possibly a severe recession, and one that goes on for a very long time. It’s not obvious yet, because businesses are still spending huge amounts of money on things like AI infrastructure, but a lot of that spending is illusory, so it will vanish all at once, rather than gradually.

This wasn’t inevitable. The Fed deserves some of the blame. The Trump administration deserves much more—tariffs and war are what most dramatically hit the cost structures of the typical business and the typical household.

At this point, there’s no good solution for the economy as a whole, because the smart moves by individuals (dramatically changing the cost structure of the business or the household to enable lower spending) all act to deepen the recession. But that is no reason to do anything else but act to bring your costs in line with your income. Going bankrupt will not help the economy.

“People with substantial cryptocurrency holdings face grave personal danger, and the physical attacks on their person grow bolder, more violent, and more sadistic by the day.”

Source: Pluralistic: Hold on for dear life (28 May 2026) – Pluralistic: Daily links from Cory Doctorow

Apropos nothing in particular, I just wanted to mention that I own no cryptocurrency assets at all, and (except for a few bitcoin cents that I briefly owned and then lost in 2011 in the hack of mybitcoin.com) I never have.

And, just for the record, I’ll also mention that I don’t think any cryptocurrency asset will ever be a thing of durable value. (This doesn’t mean that blockchains aren’t a useful technology. Just that they make crappy assets.)

My brother and I think alike about many things, and differently about many other things. We also sometimes disagree about what it is that we disagree about, which is kind of funny all by itself.

Although we agree about many things, we sometimes actually come at things from quite different perspectives.

Source: Retiring to… Something – Steven D. BREWER

My brother and me, wearing hats. In pre-pandemic days, so not wearing masks, even though we were out in public
My brother and me.

In my brother’s thinking, I “never really wanted to work and pursued a career with the goal of retiring early,” which is both true and false. I hated having a job of the sort where I needed to show up every day, and do stuff that I didn’t find interesting. But I never objected to working. I just wanted the word used correctly. I was delighted to “work” in the sense of producing great works of literature (or art, or philanthropy).

It was never working I objected to. I simply didn’t like “working for the man.”

In retirement I don’t have to do that, and am able to devote myself to work (such as my fiction writing), to the necessary tasks of daily living (such as walking my dog), and to doing things I enjoy for their own sake (such as exercise, and reading).

And although the specifics may be quite different, in this area I think my brother and I are very much in agreement.

I have no shortage of interesting projects I intend to work on in retirement.

Source: Retiring to… Something – Steven D. BREWER