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I Vibe-Coded My Dream App, And Only Lost My Mind Twice --- You can use AI to make a dashboard to monitor your life -- and glimpse our DIY software future

 


 

“People everywhere are spinning up dashboards to "monitor the situation." Which situation, you ask? Any they can think of.

 

They're sharing these real-time info websites to track geopolitical conflicts, prediction markets and natural disasters -- sometimes all of the above. The dashboards look like sci-fi-style command centers, with self-updating maps, charts and news feeds.

 

Why is everyone suddenly stuffing their screens with dizzying amounts of data? Enter "vibe coding," the art of talking an app into existence via artificial intelligence.

 

I can already feel the eye rolls, but I promise this is reality, not hype. And you can do it, too.

 

In creating my own dashboard, I learned a little about coding and a lot about this brave new world where non-coders can build whatever software they want. Plus, I now have a way to monitor my own situation!

 

Like any other pursuit worth doing, vibe coding isn't without some frustration. But getting started is easy and the upside is high. Here's how -- and why -- you should give it a try.

 

STEP ONE

 

Brainstorm your design

 

The hardest part: dreaming up your product. Remember, you don't have to think big, since it's just for you.

 

Dashboards are popular because they're simple. One can run as a website or an app that lives only inside your computer's browser. The whole thing appears on a single page and draws from sources you already check regularly. Perhaps a calendar, stocks or something more specific, like the ideal sunset-photo time?

 

You also don't need design skills -- the AI helps with that, too.

 

I suggest true beginners use a website called Lovable, which is designed as a vibe-coding tool for apps and websites. Replit is fairly easy, too, but it lets more experienced users multitask.

 

Start with a prompt asking for a dummy version. Here's mine:

 

Design a personal dashboard mock-up with placeholder data. It should look calm, refined and elegant, with a soft neutral palette, large typography, no clutter. Here are the elements: a calendar card, a task of the day card, 4-5 tech headlines, health stats, weather in San Francisco and bus departure times.

 

The AI might fill the page with features you didn't think of -- for better (a dark-mode button) or worse (a cheesy quote of the day). I went through several rounds of editing to get the mock-up just right.

 

You literally tell it what changes to make using plain English.

 

Lock down your design first, since it's harder to overhaul when AI starts connecting the data feeds.

 

You can do a fair amount before paying any fees. Once you burn through the free credits, though, you're faced with a choice: Pay the $25 monthly fee for a lot of upfront credits or wait a day for another free handful.

 

Pro tip: To save on credits on Lovable or Replit, plan your design with ChatGPT first, then upload the mock-up image as a reference. (You can upload other reference images, too.)

 

STEP TWO

 

Find the data

 

The AI can determine which data is actually gettable. A sample prompt:

 

I want to access this dashboard from the web, and don't have any coding skills. Assess the feasibility of my data wishlist. Also, are there any additional data sources I should consider?

 

The AI will likely propose grabbing data through what's called an API -- "application programming interface." I'll spare you the technical details, but it's essentially what serves the raw information that ends up on your dashboard.

 

I learned that some APIs aren't for personal use, such as my energy provider's live usage feed. Others are costly.

 

Most of my wishlist was free, such as my Oura ring stats, San Francisco fog info and my local bus arrivals. But you might need to manually connect an API to your dashboard.

 

The AI told me how to retrieve what's called a "key," which is a long string of numbers and letters to unlock the data. The AI can't do this by itself because users often need to create a developer account. Once I had the code, I could paste it into a text box displayed by Lovable.

 

Another pro tip: Save your API keys in a password manager. Most services only display the code once, before it disappears forever. (They're reusable and if you lose one, you can regenerate another.)

 

Google Calendar provides a "secret address" in settings so you can avoid any API fiddling.

 

STEP THREE

 

Build the board

 

Finally, it's time to plug data into your dashboard. I found it easiest to proceed one at a time, with a prompt like this:

 

Add a public transit card that shows the next SFMTA bus arrivals for a specific stop. Display the route name, direction and minutes until arrival. Make it minimal, and easy to scan.

 

I will admit, at times I wanted to hurl my laptop into the Pacific. Resolving some issues took a lot of polite, and desperate, pleading with a machine. Again, all in plain English. But it worked.

 

Once my SF commute dashboard was up and running, I was hooked -- and on to my next, more complicated idea: a news briefing that ranked tech stories on my beat. This time, I used Replit.

 

Making the various buttons functional was more complex. At one point, the mobile view looked great, then completely broke.

 

I blazed through Replit's free credits, upgraded my account to a monthly plan and hit that paid limit, too. The grand total: $45. And I'll have to pay $25 a month for Replit to keep hosting it.

 

But it's the news aggregator of my dreams.

 

BONUS CHALLENGE

 

Using Claude Code

 

I couldn't finish my experiment without trying Claude Code. It's a more complex, open-ended AI coding tool, and it's only for subscribers paying $20 or higher a month. Claude Code makes it easier to create a fully private web app that only runs on your computer, though to do that, I had to brave the dreaded Terminal -- a command-prompt screen [1].

 

And if you use Anthropic's impressive new Claude Design research preview (aka beta) to create your mock-up, you can send the visual directly to Claude Code to start building.

 

Anthropic's $20-a-month Pro plan was sufficient, though a few times, I needed to wait a couple of hours for my usage limits to reset.

 

After finishing my desktop-running dashboard, Claude suggested services that offered free hosting. So I followed its intimidating instructions, involving uploading files to GitHub and connecting that to Cloudflare Pages [2]. Eventually, my app was alive on the web. My husband, a professional software engineer, was impressed.

 

This past Friday, I opened my SF dashboard on my phone and left the house in time for the next bus. I felt the same visceral satisfaction as finishing a Home Depot DIY project that actually looks nice and works.

 

There are ups and downs for sure. Along your vibe-coding journey, you might still want to throw your laptop into the ocean -- but at least your dashboard will tell you how high the tide is.” [3]

 

1. A Command Prompt window is a text-based interface in Windows, typically showing a C:\Users\Name> prompt with a blinking cursor. It enables advanced users to execute commands, automate tasks, and troubleshoot system issues. Users can open it by searching 'cmd' in the Start menu, pressing Windows+R and typing 'cmd', or using Windows+X.

Key Features and Usage

Access: Search "cmd" in the Start menu or press Windows Key + X to select it from the menu.

Interface: A black window allowing text input to perform administrative tasks.

Commands: Used for system management, such as listing files (dir), changing folders (cd), and running diagnostics.

File Explorer Shortcut: Type cmd into the address bar of any folder in File Explorer to instantly open the prompt at that location.

Troubleshooting: Essential for running utilities like ping to check network connections.

Closing: Type exit or click the 'X' to close the window.

Note: In Windows 11, the command prompt may run within the Windows Terminal application.

 

2. Cloudflare Pages is a Jamstack platform designed for frontend developers to build, collaborate, and deploy websites to Cloudflare’s global edge network. It is widely used for hosting static sites (like blogs or documentation) and full-stack applications through integration with Cloudflare Workers.

Core Features

           Git Integration: Automatically builds and deploys your site every time you push code to GitHub or GitLab.

           Preview Deployments: Generates unique preview URLs for every commit and pull request, allowing you to test changes before they go live in production.

           Full-Stack Capabilities: Uses Pages Functions to run server-side code (via Workers), enabling dynamic features like form handling or authentication.

           Performance & Security: Sites are served directly from Cloudflare’s edge, often achieving faster speeds than competing platforms, with built-in SSL and unlimited bandwidth.

Pricing & Limits

Cloudflare offers a generous Free plan alongside paid tiers for professional and business use:

Feature                      Free Plan

Pro Plan         Business Plan

Concurrent Builds                1 at a time      5 at a time      20 at a time

Builds per Month                  500     5,000  20,000

Bandwidth                 Unlimited       Unlimited       Unlimited

Custom Domains                 100 per project         250 per project         500 per project

Supported Frameworks

Pages includes presets for most modern web frameworks and static site generators (SSGs):

           Frontend: React, Vue, Angular, Svelte.

           SSGs: Astro, Next.js, Hugo, Gatsby, Jekyll, Eleventy, and Zola.

           Others: You can also deploy plain HTML/CSS sites via Direct Upload or simple Git repositories.

 

 

3. I Vibe-Coded My Dream App, And Only Lost My Mind Twice --- You can use AI to make a dashboard to monitor your life -- and glimpse our DIY software future. Nguyen, Nicole.  Wall Street Journal, Eastern edition; New York, N.Y.. 07 May 2026: A11.

A Legendary Investor on How to Prevent America’s Coming ‘Heart Attack’


“Why Ray Dalio is bearish on the U.S.

 

I feel that lately we’ve been having an “end of the American empire” moment.

 

In part, I think it’s the stalemated war in Iran. In part, it’s the strain that Donald Trump is putting on American alliances. And in part, I think, it’s a sense that our biggest rival, China, is sitting back, biding its time, and waiting for the collapse.

 

My guest this week has been on this beat for a while now, and he has a grand theory of history that predicts that America is headed for a fall. He’s kind of an unlikely Cassandra.

 

Ray Dalio built one of the world’s largest hedge funds, Bridgewater Associates, from the ground up. But these days, he mostly wants to talk about our imperial decadence, and whether there’s anything we can do to pull the American empire back from the brink.

 

Below is an edited transcript of an episode of “Interesting Times.” We recommend listening to it in its original form for the full effect. You can do so using the player above or on the NYTimes app, Apple, Spotify, Amazon Music, YouTube, iHeartRadio or wherever you get your podcasts.

 

Ross Douthat: Ray Dalio, welcome to “Interesting Times.”

 

Ray Dalio: Thank you. It’s interesting to be in interesting times.

 

Douthat: So people say. So you’re someone who spent your career making bets, and a substantial number of them have paid off over the last few decades. Lately, you have been arguing that the United States of America is maybe not such a good bet at the moment.

 

So if someone is looking at America right now, trying to decide, let’s say, whether to bet on the American empire as a dominant force in the 21st century, what are the big forces or factors that they should be looking at?

 

Dalio: I’d correct that. I’m not saying that America is a bad bet or a good bet. I’m just describing what’s going on. And what I learned through my roughly 50 years of investing is that many things that are important that happened to me didn’t happen in my lifetime before, but happened many times in history.

 

So I learned to study the last 500 years of history to find what caused the rises and declines of reserve currencies, their empires, and so on. And you see a pattern over and over again. There is such a thing as a big cycle, and the big cycle starts when there are new orders.

 

There are three types of orders. There’s a monetary order, a domestic political order, and an international world order. These are three big forces that evolve.

 

So on the first force, as we look at that monetary order, there’s a debt cycle. When debts rise relative to incomes, and debt service payments rise relative to incomes. For countries, for individuals ——

 

Douthat: For empires.

 

Dalio: For anybody!

 

Douthat: Yep.

 

Dalio: That squeezes out spending. That’s a problem.

 

For example, the United States now spends about $7 trillion. It takes in about $5 trillion, so it spends about 40 percent more than it takes in. It’s been running those deficits for a while, so it has a debt that’s about six times its income, the amount that it takes in.

 

And you can see throughout history that that produces problems. It’s a very simple thing: The debts for a country work the same as the debts for an individual or a company — except the government can print money.

 

Douthat: Right. Which is an important difference.

 

Dalio: An important difference! OK.

 

Douthat: Just speaking personally, I can’t print money to pay my mortgage.

 

Dalio: Right. But what that does is it also devalues money. So that’s the mechanics. That’s why there’s a long-term debt cycle, as well as short-term debt cycles and money cycles and economic cycles that take us from one recession to an overheating to another recession.

 

Related to that is the domestic political and social cycle that relates to the money part. And when you have very large wealth and values differences, big gaps in those ——

 

Douthat: Meaning, between rich and poor?

 

Dalio: Between rich and poor, and those with different values. And you get to the point where there are irreconcilable differences. Then you have political conflicts that are such that the system is at risk.

 

OK. I think we have the first cycle going on. I think we have the second cycle going on — the political left and right and their irreconcilable differences. We can get into those.

 

Douthat: How does the international aspect factor in?

 

Dalio: And then international is the same thing. Following a war, there is a dominant power, and the dominant power creates the new world order. The order means the system.

 

So that began in 1945.

 

Douthat: For us. The United States was the dominant power establishing that system.

 

Dalio: That’s right. And it established a system, which was largely modeled after the United States system in that it was meant to be representative. The United Nations, for example, was a multilateral world order. And so all different countries would operate and there was supposed to be a rule-based system.

 

But the problem with that is, without enforcement, it’s not going to be an effective system. It was an idealistic system and it was a beautiful system while it lasted, but we no longer have a multilateral rule-based system.

 

We have what existed prior to 1945 through most of history, and now you’re going to have geopolitical disagreements, such as even what is existing with Iran.

 

How are those disagreements resolved? You don’t take it to the World Court and get a verdict and get it enforced. It’s power that rules.

 

Douthat: Right. But even at the height of what we think of as the rules-based international order, first, for most of that history, the U.S. was in conflict with the Soviet Union.

 

Dalio: That’s right.

 

Douthat: So there was an ongoing Cold War. It was a relatively narrow window of just that system existing independent of great power conflict. And even then, American power was, in the end, sort of the decisive force. Right?

 

Dalio: Of course. Because the Soviets did not have real power. They had military power, but at the end of World War II, the United States had about 80 percent of the world’s money. It had half the world’s G.D.P. It also had the dominant military power. As a result, we could give away money, and those who received the money appreciated the money.

 

And then they had the Soviet system, which was a very limited part and financially, almost broke. Certainly insignificant.

 

Douthat: So the military balance of power was real, but the financial balance of power just put America in charge, basically.

 

Dalio: That’s right. Fortunately, when there was mutually assured destruction, we didn’t use that military power. Although, I remember the Cuban missile crisis — as a kid, I watched and we didn’t know whether there would be a nuclear exchange. But it never came to that.

 

Douthat: What role do contingent events play in this cyclical view of history?

 

Dalio: All the events that come along, I guess the question is: Do they lead to a dispute? And how is the dispute resolved in a world where there’s not the court system to resolve it, either domestically or internationally?

 

For example, what’s happening in the Middle East — particularly with Iran — there’s a conflict, and then there is a war, because there’s no other resolution. And what the world is looking at right now is: Will this war be able to be won by the United States, or will it be lost?

 

When we look at that, it’ll be measured in almost black-and-white terms of who will control the Strait of Hormuz, and who will control the nuclear materials. Will the United States win a war?

 

And we should also recognize that there are alignments here. Russia and China and Iran tend to be more supportive of each other, just as there are supports on the other side.

 

Douthat: And again, just to emphasize what is distinctive about this moment relative to the past few decades, it’s the strength of the alignment on the other side?

 

Dalio: It’s the relative strength, and the breakdown of that order. In addition, there are big debtor-creditor relationships that enter into it. For example, when the United States runs large deficits, it has to borrow money. And that is very risky during periods of conflict. So are interdependencies.

 

In other words, in this world of greater risk, then you have to have self-sufficiency. Because history has taught us that you can be cut off. Either side can be cut off.

 

Douthat: Yeah. I’m very interested in how the pieces fit together. Suppose the end game in Iran is that we are perceived to have lost the war or at the very least failed in our objectives. Maybe the Strait of Hormuz is open, but the Iranian regime is still in power, and there’s just sort of a perception that America tried this thing and it didn’t work. You think that then bleeds back into people’s perceptions of whether we are trustworthy to pay our debts?

 

Dalio: I just spent about a month in Asia, going and meeting different leaders and others. It has a very big implication, very much like the implication that happened when the British lost the Suez Canal, because Egypt took control of the Suez Canal. And that was perceived to be the end of the British Empire. In other words, very significant.

 

Douthat: Right. This was in the 1950s.

 

Dalio: That’s right. And that’s also when there was not a willingness to hold the debt and so on.

 

What’s happening now in different countries is the question of: Will the United States defend us? Or is the United States not in a position to defend us? Because the population does not want to fight a war that lasts long, so the war has to be quick and not expensive and ——

 

Douthat: Popular. Right?

 

Dalio: Popular.

 

Douthat: Which our wars don’t tend to be these days.

 

Just to stay with the Suez analogy for a minute, though, because I think it’s interesting. I’ve heard a lot of people offer that analogy. This was a case where Britain and the French and the Israelis basically tried to retake the Suez Canal after it was nationalized by Egypt.

 

So obviously, there’s parallels to Iran: You have a choke point in global trade. You have a conflict over it between Western powers and a regional power.

 

But in that case, the key element of Suez, it seems to me, was that Dwight Eisenhower and the United States basically told the British, no, you’re not going to do that.

 

And so part of the crisis and confidence for the British Empire and the British pound and everything else was connected to this realization that this was, as you said before, the post-World War II order, and America is in charge.

 

Do you need that to happen now with China? Do you need to have a similar moment for people to really lose confidence in America? How much do you need a new hegemon to emerge for people to abandon the old one?

 

Dalio: By the way, I don’t think China will end up being the classic hegemon, which we can get into in a few minutes.

 

Douthat: I’m interested in that.

 

Dalio: But what I would say is there was the combination of the British debts and the fact that it clearly lost power. The decline began before the Suez because there was a recognition that the United States was in a financially better position, as well as a world power.

 

Douthat: So if there is value in that analogy, what is the equivalent now? If people decide the U.S. is no longer as trustworthy as we thought, it’s less likely to pay off its debts and so on — and maybe this goes to your point about China and whether they’re a new hegemon — do people go to China? Do people abandon the dollar as a reserve currency? Where does the money go if people lose confidence in America?

 

Dalio: I’ll give you my thoughts on that, but I also want to say this is typical of every cycle. So when the British took over from the Dutch, it happened in the same way. The British were financially strong, capably strong. They lost, and it caused the shift from the Dutch empire, which at the time had the reserve currency and the debt. And it’s happened repeatedly the same way.

 

So you don’t need the particular of, let’s say, President Eisenhower ——

 

Douthat: No, but you need a successor power. That’s what I’m asking about.

 

Dalio: Then I think what happens is — in answer to your question of where the money goes, or where the wealth is — you could still be or have a dominant power, and you could still have financial problems.

 

Like the breakdown of the monetary system in 1971. The United States was still a dominant power. In 1971, you had too much debt, you couldn’t back up your promise to deliver gold, and you had a breakdown of the monetary system. And we had the ’70s stagflation. You could still have that.

 

Douthat: So that is a situation where you have a crisis, you don’t have a successor power yet. The Soviet Union didn’t take over in the ’70s.

 

Dalio: That’s right.

 

Douthat: We just went through a really bad 10 years roughly.

 

Dalio: You still have lousy finances. And what that means is that holding the bonds is not a good store of wealth. To answer your question, there are two purposes of money: medium of exchange, and a storehold of wealth.

 

I think that you’re seeing right now China’s currency increasingly become a medium of exchange for a number of reasons. But I very much doubt that Chinese debt or whatever will be a serious storehold of wealth because of their history of not protecting wealth.

 

Douthat: Right.

 

Dalio: And I don’t think any of the fiat currencies will be effective storeholds of wealth.

 

Douthat: A fiat currency, for our listeners, is just a currency issued by a nation state that isn’t backed in gold or anything else, right?

 

Dalio: And where they can print the money.

 

Douthat: Where they can print the money.

 

Dalio: So when we look at history, we see that in all such periods, all the fiat currencies go down, and gold goes up. Gold, right now, is the second-largest reserve currency of central banks. In other words, the dollar is first, then there’s gold, then there is euros, then there is yen.

 

So I think the question is: What is money as a storehold of wealth?

 

Gold has been the leading candidate of that out of default, because it’s been the winner over thousands of years.

 

Douthat: So alternatives to the dollar become more attractive without there being this shift to we’re just buying Chinese debt instead?

 

Dalio: From transactions’ point of view, the way it works traditionally is that countries, as they start to transact in a currency, will build reserves in that currency. It’s like their cash account, so that they expect that when they pay for those things they just bought, they have enough cash on hand to do that. So I would expect that would increase the reserves.

 

The issue of saving in that debt is a problem. So we are in a new world of saying: What is a safe storehold of wealth?

 

Douthat: For the average American looking at your cycle and saying: OK, yeah, this has happened before. It’s happening again. We’re going through a period when we’ve spent beyond our means and there’s going to be a correction — what do you expect that correction to look like?

 

There’s the 1970s, which is a period of inflation and slow growth — a stagflation. There’s the Great Depression model, which is a financial crash and crisis that leads to poverty and deflation. Which one should we be most worried about in this environment?

 

Dalio: I think everybody should be most worried about what they don’t know about the future. OK?

 

Douthat: OK. I am worried about that. That’s why I’m asking you to tell me.

 

Dalio: So what I’m saying is: We do not know a lot about what the world will look like in three to five years. What we don’t know is much greater than anything we know. I think we know that we are in increasingly disorderly times, and these are the greater risks.

 

So what do I think that answer should be? I think that answer should be to know how to have a well-diversified portfolio that is largely balanced for these kinds of uncertainties.

 

To give this simplicity, if you’re saying, “What is my typical portfolio?” There’s stocks, there’s bonds, there’s investments in other countries — diversification is good. I’m not going to be able to go through all the things about how to structure that. But I think any portfolio should have between 5 percent and 15 percent in gold because when you get into the really bad times for the rest of it, that is when gold does best. So whatever it is, it’s one of the reasons it’s been such a great investment in a sense over the last few years, because there’s a movement in that direction.

 

So I would say: Balance, to know how to have good diversification in one’s portfolio as a hedge against the other stuff.

 

Douthat: As an investor myself, I do want the investment advice. But as a pundit, a columnist — whatever I am — who’s trying to describe or anticipate reality, even accepting that we can’t know for sure, if there are these lessons from history, if there are these cycles that repeat, and we’re headed for a kind of bottoming out or reset, that maybe we bounce back from it, but I’m just trying to get a sense of what you think life looks like at the bottom of the cycle and whether it is a stagnation and a persistent unhappiness, or is it more like crisis and clashes in the streets kind of thing? Because the ’70s versus the ’30s seem like different examples. That’s all.

 

Dalio: I’ll give you my concerns. I think we have these big issues — the money issue, the political social issue domestically, and the international geopolitical issues. As I look at the clock, we’re going to come into the midterm elections and I think that the Republicans will probably lose the House. I think from that point on, you’re going to see an intensification of political and social conflict that’ll take place in that period, particularly between that election and the presidential election in 2028.

 

I worry that those can be irreconcilable differences. I don’t know how they will go down. I don’t know how the respect for rules and law and order and whatever will keep law and order.

 

I am concerned about, but I’m not predicting, broader-based violence. You could have broader-based violence. There are more guns in the United States than people

 

Douthat: People ——

 

Dalio: I’m not predicting — let me complete my thought, if I may.

 

Douthat: Yep.

 

Dalio: I’ve seen the possibilities. I think that everybody around them can look at these things and judge for themselves. My general reaction is that we are entering a period of greater disorder, to answer your question. I think greater risk than existed, and it is following that arc. Now we talk with words, but I plot things on charts in terms of what the patterns are, and these things are following those kinds of patterns.

 

You asked me the question, I’m giving you my answer, and I think for those reasons, [have] a good diversification of a portfolio, and be alert to those types of things.

 

Douthat: Tell me how you think the debt picture and the political and social picture interact, because it seems like if you ask people what they’re divided about right now, they don’t say interest payments on the national debt. They have a much longer list of things they’re divided about.

 

I’m just curious: Interest payments go up, they crowd out other forms of investment. What is the economic force that interacts with social disarray here?

 

Dalio: They’re divided about who has what money and who gets it, which is very much related to the deficit.

 

I wrote my most recent book to explain how it works with 35 examples. It was called “How Countries Go Broke.” And I’ve been speaking to top levels of both the Democratic and the Republican Parties, and everybody agrees on those mechanics.

 

When I go down and I say to them, you’ve got to get to 3 percent of G.D.P. deficit through some mix of raising taxes, cutting spending and controlling interest rates — because that’s how you have to do it mechanically.

 

Then they say, Ray, you don’t understand, in order to be elected, I have to make at least one of two promises: “I will not raise your taxes” and “I will not cut your benefits.”

 

What the country’s divided on is, let’s say, the multibillionaire class and those who are struggling financially, the left and the right and populism, and so on — and that has a money component. So the deficits and the money part is a very big part of the social conflict part.

 

Douthat: So you’re talking to politicians about this, and they give you this spiel about how we can’t raise taxes and we can’t cut spending, I think the follow-up that they would say is that people experience those things as threats to opportunity or equality. That people who rely on Medicare and Social Security think this is the guarantee of equality, and people who rely on low taxes to build a business think this is the guarantee of opportunity.

 

If you are trying to sell those people on cutting deficits to 3 percent of G.D.P., what do you tell them you’re saving them from?

 

Dalio: You’re saving them from a financial crisis.

 

Douthat: And what happens in a financial crisis in the U.S.? What does that look like?

 

Dalio: The financial crisis will mean that the capacity to spend will be very limited. In other words, you can’t afford military expenses and social expenses, and so on. You’ll be very constrained. And because the demand won’t meet up with the supply, you’ll have interest rates going up, which will curtail borrowing, will hurt markets, and so on. And that will lead to the central banks trying to balance that by printing money, which will also devalue the money and create a stagflation kind of environment.

 

Douthat: OK. So it sounds like in the worst case, it’s the 2008 financial crisis yielding 1970s-style stagflation? I’m sorry to try and demand ——

 

Dalio: No, no, I’m happy to try to give.

 

Douthat: Just to put it in perspective for you, I am 46 years old. I have lived my entire life in the shadow of predictions about the U.S. deficit being unsustainable. The first presidential election I really remember is Ross Perot’s campaign in 1992, which was run in part on those themes.

 

But like a lot of Americans, that means that I tend to tune out the deficit argument. The first time I feel like the deficit’s overspending became a really big issue for people’s pocketbooks since the 1990s was the wave of inflation in the first couple of years of the Biden administration.

 

So I just think it’s useful for me and for listeners to understand concretely why are the 2030s or the late 2020s different from the last 20 years, when we’ve also had these deficits?

 

Dalio: Thank you for your curiosity! And I feel compelled to give you that answer.

 

It is like the plaque building up. It’s like you saying, “I haven’t had a heart attack yet.”

 

Douthat: “I feel OK.”

 

Dalio: And I can say: OK, I understand you haven’t had a heart attack yet. Can I show you the M.R.I. of this plaque building up in your system? And can you understand what I’m saying about that plaque, that you will have a heart attack if that plaque then starts to get there? Can you understand that? Can you understand where the numbers are, and where you are? Look, it’s your life. It’s your choices. Ask yourself, “Is that right or is that wrong?” That’s what you need to do for your own well-being.

 

Douthat: In your story, it sounds like if you combine that diagnosis with your sense — and my sense — of how the American political system currently works, that you’re going to get at least a mild version of the heart attack before you get change.

 

You said at the outset, you weren’t really betting against America, in spite of my podcaster’s framing. Are you optimistic that we could have, I guess you could call it, a minor heart attack and recover?

 

Dalio: I think we’re going to come into a period of greater disorder as there’s a confluence between the monetary part; the domestic, social and political part, where there’s irreconcilable differences; and the international world order part.

 

I would say then, I should bring in two other factors. One of them is acts of nature through history ——

 

Douthat: Pandemics.

 

Dalio: Droughts, floods and pandemics. And if you take what most people think about what’s happening to climate, it’s not a movement toward improvement, it’s a movement toward worsening. And then technology and A.I.

 

We have to talk about technology and A.I. as it enters into this picture because it plays a role. And it does so in three ways. It can be a tremendous productivity enhancing result that can help to mitigate maybe a number of the debt problems — perhaps. We can get into this. I don’t think it’s going to come across at that speed.

 

Douthat: Well, I hear this from A.I. people. They will say that in the best case, if A.I. just adds X percent to G.D.P. growth, X percent to productivity growth, that it reduces your original problem.

 

Dalio: That’s right. That’s right.

 

Douthat: It makes the debt easier to bear.

 

Dalio: That’s what I’m saying. Because it can produce the incomes, let’s say, and the incomes can help debt service payments and the like. So that’s one of the three effects of the A.I.

 

The second effect of that A.I. is it is now creating enormous wealth gaps. Those who are the beneficiaries of it are approaching “Who will be the first trillionaire?” The wealth gap thing has increased at great amounts, and it will replace a lot of jobs. So that’s No. 2 as a factor. Those gaps are an issue however we deal with them. They will have to be dealt with, and that’s going to become probably a political question, but that’s an issue.

 

And then No. 3 is that the technologies themselves can be used for harm — a lot of power. It could be used by other countries. It can be used by those who want to inflict harm. It could be used by those who want to steal money. It can be used for harm.

 

Douthat: Right. But in your pattern, in your cycles, you can see, in that last sense, that it increases geopolitical tensions potentially. That it heightens Cold War dynamics. That it increases domestic tensions.

 

Dalio: That’s right.

 

Douthat: But it could ease fiscal tensions.

 

Dalio: Right, it could produce the productivity.

 

Douthat: But if it has some of the bad effects, it will probably have some of the good effects too.

 

Dalio: And how that balances.

 

Douthat: Yeah.

 

Dalio: And we won’t know what it is like in the future because it’s [beyond] our human capacity to anticipate what it’ll be like in three to five years.

 

For all these forces, these five forces, over the next five years it’ll be like going through a time warp. There will be huge changes over the next five years, with all of these forces coming together. And on the other side of that, it’ll be almost unrecognizable. It’ll be very different, and it’ll be a period of great change and great turbulence.

 

So what does one do? Knowing that one is not going to know what that’s going to be like, my own approach to this — and my recommendation — is knowing how to balance positions.

 

Douthat: For politicians, though, listening to that account, maybe it makes them say: Well, I know Ray Dalio wants us to cut deficits to 3 percent but he also thinks we’re going through a five-year time warp unlike anything in human history, so maybe we’ll just wait and see what the world looks like in five years, before we painfully restructure Medicare and Social Security.

 

Dalio: I don’t think they’re going to think about what Ray Dalio thinks. [Laughs.]

 

Douthat: Well, no. But ——

 

Dalio: I think they’re going to think about what the ballot box thinks.

 

Douthat: Yes, absolutely. I’ve talked to people in Washington, D.C. — there’s always legitimate concern about the deficit. And there are actual attempts to do something about it.

 

I guess what I’m interested in is, in your account of the rise and fall of empires — Spanish Empire, British Empire, the Dutch mini empire, and so on — you don’t have these case studies of a great power going through this cycle, hitting what you think of as the bottom, and then bouncing back and having another run. Or do you?

 

Because, look, as Americans, that’s our goal. If someone buys into your narrative, they would say: OK, but history isn’t determinist. We can make choices and we can have ourselves another cycle. Right?

 

Dalio: Yes. I think that’s possible, but here’s what has to happen — and history would suggest it: Plato talked about this cycle ——

 

Douthat: Yes.

 

Dalio: In “The Republic.” And he talked about the democracy and the problems with the democracy because the people don’t vote for what is good for them and the strength. About 60 percent of the American people have below a sixth-grade reading level, and there’s a problem with productivity, and so on. And they vote and they determine a lot.

 

The question is: How in a democracy can that happen? His view is that’s when you have, ideally, the benevolent despot — somebody who is going to take control, be strong and give for the country. In a sense, bring people together.

 

However that happens, what you need is a strong leader of the middle who recognizes essentially that the partisanship and the conflict is going to be a problem, but has the strength to get people and everything working in a way that it needs to work so that there can be a debt restructuring of some form, there can be an improvement in our education system, there can be the structural changes in efficiency.

 

It’s difficult to run a big company. Imagine what it’s like to run this country and to run it well. So you have to have a remarkable person with great strength and you have to have strong leadership that is then followed, rather than subverted, by either of those sides.

 

Douthat: So you’re looking for the Franklin Roosevelt, maybe the Ronald Reagan figure of this particular crisis?

 

Dalio: Well, I think it’s tougher now than it has ever been.

 

Douthat: Because we’re further down ——

 

Dalio: Everybody’s got an opinion. Do you know how difficult it is to lead? [Chuckles.]

 

I mean, can you imagine?

 

So can you lead people down the middle, bring people together, and get them to do difficult things?

 

Douthat: Right. But this is something that I think about with these debates: We’re also extremely rich. The United States is much richer than it was even in the 1980s. It’s certainly much richer than it was during the Great Depression. And as much as people feel the bite of inflation or feel the struggle of a spike in the unemployment rate, that itself is a kind of stabilizer.

 

It seems like you can also see scenarios where, take the example of Japan. Japan is a country that has carried a tremendous debt burden for a long time, and I wouldn’t say it’s done so with great success. It has become less economically dynamic. It’s more stagnant. It’s not where it was in the 1980s or 1990s when people were talking about Japan taking over the world. But it also has this kind of wealthy, older society stability. Do you think that’s a plausible scenario for the U.S.?

 

Dalio: I think you raise two questions and I want to treat them separately, even though they’re related. The first is about the higher living standards and the U.S. being richer. That has been true throughout history. So all of these times before World War II, that has been true. And the big issue is how people deal with each other.

 

Douthat: Meaning that at the peak of debt, the empire is richer than ever before?

 

Dalio: Yes. If you take per capita income, many measures — life expectancy, any measures of well-being — and you do a chart from the 1400s, or the Dark Ages, it was relatively flat. And so at every moment in time, we as a world, as a society, have been richer than before, making your point.

 

That didn’t prevent World War II, didn’t prevent the debt problems, didn’t prevent any of those things, because the most important thing is how people deal with each other. Can they together deal with those problems? Because realistically, so what if we had a 10 percent decline in our living standards as part of a healthy adjustment?

 

I’m almost finished, but I want to get this out.

 

So that’s the first thing. It doesn’t alleviate the debt problem, doesn’t alleviate the fighting for who controls ——

 

Douthat: But maybe it does a little. Like the ’30s —

 

Dalio: No, no, no. Just wait a second. I didn’t interrupt you. Please don’t ——

 

Douthat: OK. Go on. Sorry.

 

Dalio: I’ll finish, and then you’ll reply.

 

So on the Japanese case — or do you want me to answer this one and then we’ll go to the Japanese case?

 

Douthat: Wait on the Japanese. Just one question on that: Don’t you think, though, that if you look at the ’30s, the ’70s, and the aftermath of the financial crisis in 2008, each a period of some kind of economic crisis, it was better. The ’30s were worse than the ’70s, and the ’70s were worse than the 2010s, so maybe things can stabilize a little bit because we’ve gotten richer. Right?

 

Dalio: Yes. If you were to look at per capita income, life expectancy — any measures of standard of living or whatever it is — and you would’ve seen a graph ——

 

Douthat: I’m just saying, even the fighting was not as bad in the ’70s as it was in the ’30s. That’s all I’m saying.

 

Dalio: Well, I wouldn’t make too much of that.

 

Douthat: OK.

 

Dalio: In other words, I would say this is much more like the ’30s for a variety of reasons having to do with the measures. If you were to say the severity of the debt, the severity of the internal conflict — I mean, I lived through these. And I would say ——

 

Douthat: So you think we’re worse off than the ’70s?

 

Dalio: Our debt is worse off.

 

Douthat: That’s true.

 

Dalio: And the United States dominance in the world order and the conflict is worse off.

 

Douthat: OK.

 

Dalio: So I would say that’s objectively the case. I’m not trying to make a bad case, I’m just trying to be analytical because my job is to bet correctly.

 

Douthat: All right. So how about our Japanese future? Could we have a Japanese future?

 

Dalio: The Japanese situation is two main things — very interesting. The Japanese debt is an internal debt. In that particular case, the way it was dealt with is that the central bank printed a lot of money and bought the debt. That’s how they did it.

 

And as a result of that, the Japanese yen declined . and so they had a tremendous depreciation in the value of the wealth because of the depreciation in the value of the money and the debt.

 

So yes, we can see something happening like that. But we also, one-third of our debt is held by foreigners. That’s a different thing. And we as a country owe money to other countries.

 

Douthat: And here I’ll ——

 

Dalio: And if you think that’s a good outcome —— [Chuckles]

 

Douthat: No, I don’t. Well, I think it ——

 

Dalio: It’s like the decline of the British Empire.

 

Douthat: No, I don’t ——

 

Dalio: You can have the decline of the British Empire. The same sort of thing.

 

Douthat: No, I don’t think it’s a good outcome. I’m interested in it because, in the case of Japan, it’s sort of a sustainable stagnation rather than crisis and collapse. But I think where I would agree with you is that, for various reasons that are beyond the scope of this conversation, Japanese society seems more likely to accept a depreciation in living standards than American society. In that sense, it probably isn’t a model.

 

Let me ask you a last question in the form of a comment about my own optimism that you can respond to. I mentioned earlier that I’ve lived my entire life in a world of people worrying about deficits and deficit spending, and I think it is completely reasonable to say, as you’ve said, that just because the crisis hasn’t arrived doesn’t mean that you aren’t going to have a heart attack tomorrow. And so I totally expect everything you’re describing to have significant negative impacts on the United States.

 

At the same time, I do think it’s a weird moment where the U.S. looks weak if you look at certain indicators, but we can also look very, very strong in many ways. If you look at the last 10 or 15 years, our G.D.P. growth has substantially outpaced Western Europe, Canada, peer economies. We still have the world’s most profitable cutting-edge technology companies. We still have the world’s most capable military. And then socially, we have a lot of problems, but are there other big countries in the world that are better at assimilating immigrants, that have higher birthrates, that are geographically isolated from major wars and refugee streams, and so on? I’m not sure there is a better bet.

 

If I’m looking forward 50 years, isn’t America still, in the context of the whole world order, a place to have a certain kind of confidence in? What do you make of that?

 

Dalio: I think we can’t frame it as, like in the beginning of what I objected to, “Is the United States going to win or lose?” or anything like that.

 

I think we know what healthy is. There are only three things any country has to do in order to be healthy, and this is throughout history. First, educate your children well in terms of their capabilities, the quality of their ability to be productive, and their civility. No. 2, have them come out to a country in which there’s order and that people work together to be productive so that there’s broad-based productivity and prosperity. And don’t get into a war. Don’t get into a civil war or don’t get into an international war. That’s all you have to do.

 

Then you can look at the fundamentals of that. Are we educating our children well so that they can be productive and capable and they’re civil with each other, that we have a civil population? Do we have an environment where there is productivity and we can get along?

 

I think we have terrible circumstances. I live in Connecticut and my wife helps the poorest kids trying to get through high school. The gaps in education, the gaps in these things and civility, are real problems. So I think that it really comes to that.

 

And it’s basics. Do you earn more than you spend? What’s your income like? What is your balance sheet like? These are basics. You know those basics. So if we can have those basics — yes, I thank God that I grew up in the United States because, oh my God, it was unbelievable. It was the place that anybody from anywhere in the world could come and truly be a citizen, so it had that real meritocracy. And I grew up in a lower-middle-class family. My dad was a jazz musician. I could go to a good school, and I could make my way, OK? And I think of that creativity and all the wonderful things — a broad-based education. A middle class — that we had a middle class, and we had those things.

 

So I’ve seen the difference. I know what the fundamentals are, and I look at measures and I’m worried about that.

 

Douthat: All right. Ray Dalio, thanks for joining me.

 

Dalio: Thank you for having me.” [1]

 

1. A Legendary Investor on How to Prevent America’s Coming ‘Heart Attack’: interesting times. Douthat, Ross; Holzknecht, Emily; Sophia Alvarez Boyd.  New York Times (Online) New York Times Company. May 7, 2026

Why So Few Babies? We Might Have Overlooked the Biggest Reason of All


“Raleigh Rivera and her husband had spent five years fine-tuning their parenthood plan: In 2025, they would move from Los Angeles, where they have been living since 2023, back to Ms. Rivera’s hometown, Minneapolis, where they could afford to buy a home and start their family. “We both have been baby- and kid-crazy for our entire lives,” she said.

 

They had planned to start trying when Ms. Rivera turned 30, a birthday she celebrated last summer. But that same year, everything that had felt stable to them started to crumble. It began with the Palisades and Eaton fires decimating parts of the city they called home. The prospect of a first-time home buyer credit, something Kamala Harris had campaigned on, had disappeared. By summer, Ms. Rivera’s parents in Minnesota were choking on smoke drifting over the border from Canadian wildfires. Her husband is a citizen, but since he is Mexican American, she worried that racial profiling policies put a target on his back. Ms. Rivera, who has a master’s degree in public health, worried about sending a future child to school with unvaccinated classmates. “We felt like we had worked hard on ourselves, making sure that our finances and our health and everything was in order,” she told me when we spoke last August. “And those plans are on pause right now because everything is — it’s just impossible to know.”

 

With their stable jobs and supportive marriage, the Riveras are exactly the kind of people demographers would expect to be well on their way to parenthood today. Researchers who study population trends have shown that births tend to rise when economies are on the upswing, and more recently have proposed a relationship between gender roles and the birthrate: Very high levels of equality in the home and in society are associated with more births. (The same goes for very low levels of gender equality.) Yet in most places around the world, birthrates have marched steadily downward for the past two decades, even where economies have grown and working women’s male partners handled more household tasks. The Riveras may point to why.

 

The collective reluctance to procreate is perhaps most glaring in the Nordic countries. With their stable economies, strong social safety nets, robust family policies and equitable gender relations, they maintained relatively high birthrates through the early 2000s. In the aftermath of the financial crisis of 2008, however, sometimes referred to as the Great Recession, births in Norway, Denmark, Sweden and Finland declined, and then declined some more, even as their economies recovered throughout the 2010s. Little about those nations’ family policies had changed, and as far as anyone could tell, men were still doing their share of the dishes. The same downward trend held in the United States, where births have fallen by about 23 percent since 2007, despite high rates of immigration until last year. Births have also been declining in East Asian countries, even though governments in the region have thrown buckets of money at the problem. And in France, despite its longstanding pronatalist policies.

 

This is not simply a matter of affordability, the buzzword so often invoked to explain why people are choosing to have smaller families. Government support for parents can help, but overall, people are having fewer children both in countries that offer very little and in those renowned for their generous family benefits; moreover, the trend holds among those who are struggling to make ends meet and among those who, like the Riveras, have advanced degrees and salaried jobs.

 

What unites these disparate cultures, policy environments and demographics, researchers are now realizing, is young people’s inescapable and crushing sense that the future is too uncertain for the lifelong commitment of parenthood. Call it the vibes theory of demographic decline.

 

The future has never been assured, but it feels as though we are living in a time of spectacular uncertainty. In the United States, job tenures have contracted and income volatility has risen. Life expectancy, once on an inexorable march upward, has fallen for less-educated women and men. Many of the forces our economy is built on — A.I., immigration, global trade — feel distressingly volatile; disruption, once a byword for a disturbance or problem, is the governing ethos of a terrifyingly powerful sector of our economy. The rise of prediction markets has turned the world into one large casino. The climate crisis is spiraling, as are the costs of everything that could enable parenthood, whether that’s a roof over one’s head or child care. The past half-century has brought us breathtaking inequality, accompanied by a sharp decline in social mobility. The two generations currently of childbearing age bear the psychological and financial scars of coming of age amid world-scale catastrophes: Older millennials entered the labor market during the Great Recession; many watched their parents lose their jobs or homes. Gen Z, whose lives were upturned by the Covid-19 pandemic, now find themselves competing against A.I. for entry-level jobs and even prospective partners. The man running America seems single-mindedly devoted to chaos at home and abroad.

 

Even declining fertility rates feed into the cycle: How will society function if each generation is smaller than the last? The Gen X writer Astra Taylor calls ours “the age of insecurity”; the Gen Z writer Kyla Scanlon has described “the end of predictable progress.” Zoomers’ uncertainty about the future can’t be captured by the usual metrics or entered neatly into a spreadsheet. But it may be the X factor in the global parenting free fall.

 

Daniele Vignoli, a demographer at the University of Florence, had been cautiously optimistic in 2008 when Italy’s fertility rate reached nearly 1.5 births per woman — still far below the 2.1 that is typically necessary to keep population levels stable in the absence of immigration, but the highest rate since the 1980s. “We were all celebrating this new spring of fertility, this new spring of demography in Italy,” he recalled. Then the Great Recession hit and fertility declined not just in Italy, where today it stands at under 1.2, but all over Europe.

 

No existing demographic theory could explain the near uniformity of this decline across the continent, which continued irrespective of how deeply a country was affected by the recession or how swiftly it recovered. It became clear to Mr. Vignoli that structural factors such as employment status or the housing market, while important context, do not tell the whole story of where people see themselves in the future. Raising children is an inherently forward-looking project, and in Mr. Vignoli’s analysis, increasing exposure to a volatile global economy and accelerating technological change makes it hard for young people to project a path forward with even a modest degree of confidence.

 

In one study, Mr. Vignoli and his co-authors found that though people’s current job situation — whether they had long-term or only temporary employment — influenced their decision to become a parent, equally influential was their sense of their future prospects, and whether, if this job went away, they could find another at comparable pay. That sense is a function of both real-world conditions and individual temperament — “resilience toward unexpected outcomes,” as Mr. Vignoli puts it.

 

To understand current population shifts, then, we must look further than just the indicators that researchers in other contexts have referred to as the “shadow of the past” — is someone employed? Married? College-educated? We must also consider what have been called the “shadows of the future.”

 

Doing so helps to explain why certain longstanding patterns are beginning to change. American women with less education tend to have more children than their more educated peers. That was true in the era before birth control became available and marriage ceased to be effectively compulsory, but it was also true afterward, when women had more choices. Researchers theorized that motherhood actually reduced uncertainty for young low-income mothers, even in their precarious circumstances, because it gave them a defined and valued social role, with clear responsibilities and an identifiable path.

 

The decline in births after the Great Recession affected women of all education levels, but between 2007 and 2016, it was steeper among American women without college degrees, whose births dropped 12 percent below projections, according to an analysis by the demographer Lyman Stone. That’s an estimated 3.1 million “missing” births in that cohort alone. Among women with graduate degrees, births dropped by just 7 percent from 2007 levels. Reproduction fell most precipitously among nonwhite women, especially Hispanic and Native American women, who earn less, on average, than white women. As with any sweeping social change, more than one factor is at work, but a growing body of evidence suggests that the anxiety of bringing a child into such an uncertain world may increasingly outweigh the appeal of motherhood.

 

The world has seen uncertainty before, so why is this time different? One possibility is that we live in an era of “polycrisis” — a term coined in the 1990s by the philosopher Edgar Morin and his co-author Anne Brigitte Kern to describe the interplay of many crises at once. For the particular question of having a family, among the many crises, the Great Recession may have been particularly consequential. “It changed the world,” said Chiara Ludovica Comolli, a demography professor at the University of Bologna. It “produced such levels of inequalities that the relationship between people and between groups, it was completely altered.”

 

Ms. Comolli has been studying how economic uncertainty rippled through the social sphere, eroding social trust and spurring the rise of radical right-wing parties, and how those changes in turn affect fertility. In Sweden, the right-wing populist Sweden Democrats have talked about protecting the family and increasing child allowances. But Ms. Comolli found that in towns and cities where the party was gaining popularity, birthrates actually fell. Highly educated women, whom the researchers described as most likely to feel alienated by their neighbors’ support for the radical right, were especially likely to forgo having a child.

 

The Great Recession’s outsize impact may also be due to its status as the first economic crisis of the era of nonstop digital information deluge, which rendered it, and the sense of dread it engendered, all but inescapable, even for people not financially affected. The same goes for natural disasters, political upheaval and war: In a global world, no one is insulated. “It’s not just your own uncertainty, but it’s that you get all the uncertainty around you as well,” said Trude Lappegård, a sociology professor at the University of Oslo. “It’s difficult to disentangle what concerns you and what possibly can concern you, and what’s concerning other people.”

 

Or as Axel Peter Kristensen, who did his graduate research with Ms. Lappegård, put it when we spoke last summer, “Which uncertainty matters? Is it the one that’s very close to you? Is it the one that is on a larger abstract scale? Is it one that’s here in Europe? Or is it in Norway?”

 

Mr. Kristensen himself has a partner and a job and owns a small apartment in Oslo, but at 33, he is not yet a parent. He contrasted his life course with that of his parents, who had all three of their children by their early 30s. At the time, Mr. Kristensen’s mother was training to be a nurse, and his father was a carpenter. From today’s vantage point, theirs was not “a secure situation — renting, not having that much money,” he said. “But they still felt that, of course, we’re going to have children.” Mr. Kristensen’s mother intended to pursue education, and his parents wanted to eventually buy a home, but in that era, kids were not viewed as obstacles to achieving those goals. “They were not postponing birth. They were just doing it at the same time.”

 

He talks with his mother about these generational patterns. “The biggest difference, watching her narrative and my narrative, my feeling is that these things should be in order first,” he said. Seen through a lens of uncertainty, the global pattern of delayed marriage and childbearing may signify something more than just a matter of “shifting priorities.” It may represent a desperate attempt to create some sort of stable foundation in what one economist recently described as “a singularly turbulent” era.

 

“Having a nice income, having steady employment, a nice education, having an apartment,” Mr. Kristensen said. “These new milestones, has the importance of them changed in an era or time where economic uncertainty is being felt much more close to the skin?” Their greater significance, though, comes at a time when they have become much harder to attain. In the United States, the median age of a first-time home buyer just hit 40. “One possible way of coping with this would be to postpone having children,” he said, “or would be to maybe drop it.”

 

Even proponents of the uncertainty theory acknowledge that there are plenty of other factors that contribute to the world’s declining birthrates. There has been a marked decline in marriage. Increased social isolation, to say nothing of what some have called a “sex recession,” certainly does not augur a baby boom. Nor do today’s employment prospects. Educated workers face what the economist Claudia Goldin has called “greedy jobs,” positions that demand far more of an employee than can be contained between the hours of 9 and 5, while less-skilled workers cope with unpredictable shifts and wages that have barely kept pace with the cost of living. It’s hard to square either with the expectation that parents will invest huge amounts of time and money in their children’s development. Education campaigns and access to long-acting contraception effectively reduced teen pregnancy, a change that has been a significant driver of the overall drop in births in the United States.

 

Look hard enough, though, and many of those factors become forms of uncertainty too. Ms. Comolli told me that she and her partner have postponed parenthood until their job situations feel more settled. She often thinks about how her worries over her advancing age and the possible health consequences compare with material factors that are the primary concern of so many other people, such as mortgage rates or rising prices: “Both in my personal and professional life, I often wonder whether these are fundamentally different types of uncertainty — something that should perhaps be defined and named differently — or whether they are simply two sides of the same coin,” she said. In any case, whether the uncertainty is psychological or structural, “the key challenge is to better understand how these dimensions interact.”

 

Like nearly every other scholar I spoke to, Ms. Comolli emphasized the need to clarify the concept of uncertainty and refine ways of measuring it. Perhaps the simplest way is just to ask people how they’re feeling about the future. Demographers are doing this via the Generations and Gender Survey, which queries 10,000 respondents per country in over two dozen countries every three years. A new set of questions asks how worried people are about things like climate change, high unemployment and military conflicts in the future.

 

Daniel Schneider, the Harvard sociologist, sees the connection between uncertainty and fertility as a middle ground between the two sides of what he called “the family wars” — those endless cultural debates in which the right pushes old-fashioned family structures with tradwife moms home-schooling 10 kids, and the left argues that the era of the nuclear family is over and “everyone’s just going to live with their cats,” he joked. The uncertainty research suggests that, in fact, “People do want to have families, but encounter this really uncertain and unstable world that also demands these really intense standards of parents,” Schneider said.

 

Solving the problem with one-off pronatalist gestures such as a tax break for having children has proved futile time and time again. To truly make a change, policymakers must take a “holistic approach to making lives and systems that are more conducive to having and raising children, and more conducive to living a happy and secure and healthy life as a person,” said Sarah Hayford, who directs the Institute for Population Research at Ohio State University. “You can’t address the parenting part without addressing the secure life part.” That takes structural change.

 

Or very deep pockets. In South Korea, home to one of the world’s lowest fertility rates — 0.8 lifetime births per woman — the construction company Booyoung Group made headlines in 2024 when it offered 100 million Korean won (around $68,000 today, or roughly twice South Korea’s annual per capita income) to any of its employees who had a baby. Last year, the company reported 36 births — an increase of about 60 percent compared with the average before the program was launched. The bonus is on top of ongoing support for medical expenses and eventual college tuition. Employees who have a third child can potentially choose between the 100-million-won payment and guaranteed, permanent housing support. “The company resolved the financial concerns that were my biggest worry in having a second child,” one employee told a Korean newspaper, which calculated that if the company were a nation, its birthrate would be 3.6 times as high as South Korea’s.

 

In the United States, twice the annual per capita income amounts to about $153,000. Is that the scale of intervention it would take to change people’s minds? Most policy proposals aimed at families barely nibble around the edges. The Heritage Foundation has called for the government to issue a $2,000-per-child “home child care equalization credit” to subsidize a married parent who stays home with a kid, an amount less than one-third of what the average American household spends in a single month. These nickels and dimes will never be able to counter the sweeping sense of uncertainty that governs so many young people’s lives.

 

There is, however, one low-cost fertility policy that actually seems to work: faith, perhaps the original uncertainty reduction strategy.

 

Religion has long been associated with big families; groups such as the Amish, Mormons, ultra-Orthodox Jews and the Hutterites are known for their higher-than-average fertility rates.

 

In a 2024 book, “Hannah’s Children,” the Catholic University of America economist Catherine Pakaluk and a colleague interviewed 55 American women who had five or more children. All were religious.

 

 Faith offers multiple levels of assurance, teaching that humans are part of a cosmic chain, having children is a moral virtue, and God will provide for them. On a practical level, faith offers a ready-made community that affirms and supports family life.

 

But while certain denominations such as Orthodox Christianity and Catholicism are seeing an increase in converts, overall, more Americans are identifying as “nones,” or having no particular religion. Of particular relevance is the rate at which women are fleeing the fold. The Heritage Foundation’s January report on the future of the American family refers to religion dozens of times and paid family leave just a couple of times, even though a bipartisan majority of Americans have said the policy is important to them.

 

Clare Zakowski, a 28-year-old who works part time as a manager at a therapy practice, says she would welcome a federal paid family leave program, not that Congress is offering. She has always loved children; as a high schooler in Green Bay, Wis., she babysat and ran the activities for a summer camp. “I love their naïveté and innocence,” she told me. “I just think kids rock.” Ms. Zakowski has been with her boyfriend for over seven years, and children have been part of the discussion since the two first got together. But lately, she has been appalled by the manosphere, and worries about how A.I. will affect society. “The news every day is crazy, and it’s been that way for a while,” she said. “It just feels like we’re living in a really, really weird time.” Beyond paid leave (or universal health insurance for that matter), she yearns for something deeper: a sense of security, something that she has yet to experience in America in her adult lifetime. “I feel like there’d have to be, I want to say a revolution, but basically big political change, like a moral awakening from everyone,” she said.

 

She had been looking for a full-time, higher-paying job to set herself up for parenthood, but found the search to be so stressful that she gave up. “I know there can be negatives to not planning ahead,” she told me, but “who even knows what the future holds?”

 

When I spoke to Ms. Rivera again in early April, she had some happy updates. A number of her close friends had become pregnant, a development that sparked in her a newfound sense of agency. “My very best friend is due in July, and that was a pretty instant feeling.” She said she found herself lying awake at night thinking, “I can’t give up. There’s no choice. I need to support her, and I need to keep working to improve the world.”

 

Then while poking around online, she and her husband stumbled onto a beautiful home in Minneapolis not far from her parents and grandmother, and decided to go for it. Mere days after their offer was accepted, Department of Homeland Security forces descended on their fair city of Minneapolis. Watching members of their community rally to protect one another further bolstered her sense of agency. “I really think witnessing the bravery of the people, in the place that is becoming our home again, kind of shifted something for us,” she said. Perhaps this was a world in which they could have a child after all.

 

Their change of heart hasn’t completely banished the fears she described last summer. “I know that it’s going to be really scary,” she said. But the moment she and her husband allowed themselves to imagine becoming parents, “extreme baby fever” overcame them both, “in a way that feels actually crazy — primally, really, really emotionally intense,” she said. “I don’t feel like I have a choice but to give it a shot.”

 

This story was supported by the Economic Hardship Reporting Project.

 

Anna Louie Sussman, a contributing Opinion writer, writes about gender, economics and reproduction and is the author of the forthcoming book “Inconceivable: The Impossibility of Family in an Age of Uncertainty.”” [1]

 

1. Why So Few Babies? We Might Have Overlooked the Biggest Reason of All.: Guest Essay. Anna Louie Sussman.  New York Times (Online) New York Times Company. May 7, 2026.

Tyrimų ekspertai ragina stiprinti Vokietijos MVĮ tyrimus: pristatyta EFI metinė ataskaita


„fib. FRANKFURTAS. Viena iš dviejų Vokietijos MVĮ sektoriaus įmonių pastaraisiais metais sukūrė bent vieną inovaciją – produktą ar procesą. Tačiau tik devyni procentai šių įmonių vykdo aktyvią vidinę inovacijų politiką arba valdo savo specializuotus tyrimų ir plėtros skyrius. Kuo didesnės įmonės, tuo dažniau jos investuoja į savo tyrimus. Priešingai, dauguma daugelio mažų įmonių tokia veikla užsiima tik ad hoc pagrindu, jei iš viso užsiima.

 

Tai yra viena iš tyrimų ir inovacijų ekspertų komisijos (EFI) metinės ataskaitos, kuri neseniai buvo pristatyta federaliniam kancleriui Merzui Berlyne, išvadų.

 

Kaip praneša Komisija, vertinant per pastaruosius dvidešimt metų ir lyginant su atitinkamomis įmonių pajamomis, atitinkamos inovacijų išlaidos gerokai sumažėjo. Nurodytos priežastys apima dideles išlaidas, biurokratines kliūtis ir kvalifikuotų darbuotojų trūkumą.

 

Komisijos, kuriai pirmininkauja Irene Bertschek, ataskaitoje teigiama: „Inovatyvios įmonės yra produktyvesnės, nei inovacijų nediegančios įmonės, kurių yra panašios“ charakteristikos.“ „Šis skirtumas yra ryškesnis MVĮ sektoriuje, ypač kai investuojama tiek į inovacijas, tiek į skaitmeninimą.“ Teigiama, kad daugelis įmonių vairuoja save į ateitį, įjungusios rankinį stabdį. Kad atleistų šiuos stabdžius, valstybė raginama imtis veiksmų.

 

Mokslinių tyrimų ir eksperimentinės plėtros mokesčių skatinimo įstatymas, priimtas 2020 m., kaip nauja priemonė mokslinių tyrimų išmokos pavidalu, jau davė tam tikrų rezultatų, stiprinant įmonių inovacijų veiklą ir, atitinkamai, Vokietiją, kaip verslo vietą.

 

Po to, kai vyriausybė ne kartą patobulino savo paramos mechanizmus – išplėtė mokesčių bazę, padidino subsidijų tarifus ir padidino pagalbos viršutinę ribą – bendras pagalbos paketas dabar siekia keturis milijardus eurų. Pusė šios sumos skiriama mažoms ir vidutinėms įmonėms (MVĮ). Tačiau vien pinigų nepakanka.

 

Pasak EFI, atitinkamų vyriausybinių agentūrų administracinės ir tvirtinimo procedūros galėtų būti greitai ir apčiuopiamai supaprastintos. Tokiu būdu šios agentūros galėtų gerokai supaprastinti paraiškų teikimo procesą dėl valstybės finansavimo priemonių, tokių, kaip mokslinių tyrimų išmoka. Tokios priemonės apimtų įrodymų ir dokumentų reikalavimų sušvelninimą, arba naudojant valdžios institucijų jau surinktus duomenis vėlesnėms paraiškoms. Tyrėjai pažymi, kad daugelis šių reglamentų gali būti svarbūs ir tinkami patys savaime; tačiau, vertinami kartu, jie yra našta įmonėms.

 

Apklausose kiek mažiau, nei pusė, apklaustų įmonių nurodė, kad dėl joms reikalingų biurokratinių pastangų joms lieka per mažai laiko realiam inovacijų darbui. Geras pirmas žingsnis būtų panaikinti ataskaitų teikimo įsipareigojimų dubliavimą. Dabartinė federalinė vyriausybė juda teisinga linkme, taikydama principą „vienas įeina, vienas išeina“ – politiką, kuria siekiama užtikrinti, kad, įvedus bet kokį naują reglamentą, būtų panaikinta bent viena esama taisyklė, taip bent laipsniškai sumažinant biurokratinę naštą visoms suinteresuotosioms šalims. Tačiau šiuo atžvilgiu dar daug kas lieka nepastebėta. Netinkamai atspindėta faktinė administracinė našta, susijusi su atskirais reglamentais. Be to, nėra garantijos, kad atitinkami reglamentai yra skirti tinkamiems ir numatytiems gavėjams.“ [1]

 

1. Forschungsexperten für Stärkung der Mittelstands-Forschung: EFI-Jahresgutachten vorgestellt. Frankfurter Allgemeine Zeitung; Frankfurt. 13 Feb 2026: 27.

Research Experts Call for Strengthening German SME Research: EFI Annual Report Presented


“fib. FRANKFURT. One in two companies within Germany’s SME sector has produced at least one innovation in recent years—whether as a product or a process. However, only nine percent of these firms maintain an active in-house innovation policy or operate their own dedicated research and development departments. The larger the companies, the more frequently they invest in their own research. The majority of the many small companies, by contrast, engage in such activities only on an ad-hoc basis, if at all.

 

These are among the findings of the annual report by the Commission of Experts for Research and Innovation (EFI), which was recently presented to Federal Chancellor Merz in Berlin.

 

As the Commission reports, when viewed over the past twenty years and measured relative to companies' respective revenues, corresponding innovation expenditures have declined significantly. The reasons cited include high costs, bureaucratic hurdles, and a shortage of skilled workers.

 

The report by the Commission—chaired by Irene Bertschek—states: "Innovating companies are more productive than non-innovating companies with comparable characteristics." "This disparity is more pronounced within the SME sector—particularly when investments are made in both innovation and digitalization." Many companies, it is argued, are steering themselves into the future with the handbrake on. To release these brakes, the state, not least, is called upon to act.

 

The Act on the Tax Promotion of Research and Development—introduced in 2020 as a new instrument in the form of a research allowance—has already yielded some successes in strengthening corporate innovation activities and, by extension, Germany as a business location.

 

After the government repeatedly refined its support mechanisms—broadening the assessment base, increasing subsidy rates, and raising the aid ceiling—the total aid package now amounts to four billion euros. Half of this sum is allocated to small and medium-sized enterprises (SMEs). However, money alone is not enough.

 

According to the EFI, administrative and approval procedures on the part of the relevant government agencies could be streamlined quickly and tangibly. In this way, these agencies could significantly simplify the application process for state funding instruments such as the research allowance. Such measures would include relaxing proof and documentation requirements or utilizing data already collected by the authorities for subsequent applications. Many of these regulations, the researchers note, may be important and appropriate in their own right; however, taken collectively, they constitute a burden for companies.

 

In surveys, just under half of the companies polled indicated that, due to the bureaucratic effort required of them, they have too little time left for actual innovation work. Eliminating redundancies in reporting obligations would be a good first step. The current federal government is moving in the right direction with its "one in, one out" principle—a policy intended to ensure that the introduction of any new regulation leads to the elimination of at least one existing rule, thereby minimizing bureaucratic burdens for all stakeholders, at least in a stepwise fashion. However, much still falls through the cracks in this regard. The actual administrative burden associated with individual regulations is not being adequately reflected. Moreover, there is no guarantee that the respective regulations are targeting the right and the intended recipients.” [1]

 

1. Forschungsexperten für Stärkung der Mittelstands-Forschung: EFI-Jahresgutachten vorgestellt. Frankfurter Allgemeine Zeitung; Frankfurt. 13 Feb 2026: 27.