Ray Dalio: "AI Is Eating Everything - and It Might Eat Itself"

Ray Dalio warns we're in Stage 5 of the debt cycle—where systems fail and social order breaks down. With a $2 trillion deficit (40% of spending), 60% of Americans reading below sixth grade, and irreconcilable political divisions, the path forward requires three things: educate children well, create

49m
All-In Podcast

Key Takeaway

Ray Dalio warns we're in Stage 5 of the debt cycle—where systems fail and social order breaks down. With a $2 trillion deficit (40% of spending), 60% of Americans reading below sixth grade, and irreconcilable political divisions, the path forward requires three things: educate children well, create civil environments for productivity, and avoid wars. The 3% solution (deficit to GDP ratio through balanced cuts to taxes, spending, and interest rates) offers a narrow escape route, but time is running out.

Episode Overview

Ray Dalio returns to discuss the critical stage of America's debt cycle and the five major forces shaping our future: debt/money dynamics, domestic wealth and values gaps, international power conflicts, technology, and acts of nature. He explains why the US government's current trajectory—spending $7 trillion while taking in $5 trillion, with debt at 600% of revenue—is unsustainable. Dalio argues that while initiatives like DOGE attempted reform, the structural and political challenges make quick fixes nearly impossible. He discusses why gold has surged 80% as central banks diversify away from dollar-denominated debt, why tariffs are misunderstood as both revenue tools and strategic necessity, and why the country needs strong leadership to force difficult reforms before the system breaks down completely.

Key Insights

The Mechanics of the Debt Crisis

The US government operates like a company spending 40% more than it earns, with debt at 600% of revenue. Half of the $2 trillion deficit goes to interest payments, plus $9 trillion in maturing debt must be rolled over. This creates a supply-demand crisis where buyers (especially foreign central banks) see increasing risk due to geopolitical tensions and portfolio concentration in dollar-denominated assets.

Why Government Efficiency Reforms Failed

DOGE's attempts to cut government waste faced structural impossibility: you can't quickly reform massive inefficiency in a democracy where every action draws criticism, elections limit mandates, and cuts to programs like school lunches create immediate political backlash. The system is 'structurally difficult' to change at this late stage in the cycle.

Gold vs Bitcoin as Money

Gold is not a speculative metal but the second-largest reserve currency held by central banks. Unlike Bitcoin, which lacks privacy (all transactions monitored), faces potential quantum computing vulnerabilities, and remains small and controllable, gold cannot be printed, can be transferred internationally, and doesn't depend on anyone's promise to deliver buying power.

The Tariff Misunderstanding

Economists miss that tariffs are essentially taxes, and all taxes should be counted as inflation—they take money from your pocket just like rising housing costs. Historically, tariffs were governments' largest revenue source. They're valid for both revenue generation and strategic independence, especially as the world moves from multilateral cooperation to power-based confrontation.

The Three Requirements for National Success

Throughout history, successful countries do three things: educate children well (both in skills and civility), create orderly civil environments where people can compete productively, and stay out of wars (both civil and international). America is failing at all three, with 60% of Americans reading below sixth grade level and irreconcilable political divisions.

Notable Quotes

"Money mechanistically is debt. If you're holding money, you're holding it in the form of a debt instrument—a promise from somebody to deliver you money."

— Ray Dalio

"If you had no view on gold, one should have between five and 15% of their portfolio in gold because of how it works with the other components. It's a diversifier—when the shit hits the fan, gold does well and the other things don't."

— Ray Dalio

"We're now at a stage where we have irreconcilable differences. When the causes people are behind are more important to them than the system, the system is in jeopardy. Our system is in jeopardy."

— Ray Dalio

"Are you going to have the executive leadership that's going to be able to make this satisfactory with most people and do that quickly? I think that's a hell of a trick to pull off."

— Ray Dalio

"There is only one gold."

— Ray Dalio

Action Items

  • 1
    Rebalance Your Portfolio to Include Hard Assets

    Even with no specific view on gold, allocate 5-15% of your portfolio to gold as a diversifier. It performs when other assets fail during financial crises. Consider that wealth is in 'stuff' (buildings, companies), but you need money to spend—and during crises, they may print money, devaluing your wealth.

  • 2
    Understand Money vs Wealth Distinction

    Recognize that wealth (assets, buildings, companies) cannot be spent directly—you must convert it to money first. With wealth at extreme highs relative to money supply, there's risk that when everyone tries to convert wealth to cash simultaneously, central banks will print money to meet demand, devaluing your holdings.

  • 3
    Prepare for Tax Structure Changes

    View all taxes (income, tariffs, wealth taxes) as inflation—they all take money from your pocket. As governments face debt crises, expect increases in various tax forms. Consider how wealth taxes could force asset sales to raise cash, potentially triggering market crashes in a bubble environment.

  • 4
    Focus on Productive Skill Development

    In an environment where 60% of Americans read below sixth grade level and AI is replacing jobs, invest heavily in education and skill development that makes you irreplaceably productive. The wealth gap is fundamentally a productivity gap—those who cannot add value in an AI-augmented economy will struggle.

Full Transcript

Transcript of Ray Dalio: "AI Is Eating Everything - and It Might Eat Itself" from All-In Podcast. Auto-generated from episode audio; may contain minor errors.

Ray Dalia, welcome back to the All-In podcast. Third Times the Charm. Thanks for being here. It's always a always a blast to be here. Thank you for having me. The last conversation we had was so popular and it was so timely because it was just a few days actually after the inauguration of President Trump and you had provided some very kind of preient outlooks for the administration that I think we all thought would be very helpful to get on the record. At the time you had highlighted and and as you have been for some time this great debt cycle we're in the fiscal and monetary policy issues that are driving that debt cycle and provided some input that if we were able to cut our deficit to GDP to roughly 3% we may have a shot at a smoother transition here.

Today, the CBO estimates that the 2026 deficit to GDP is about 6%. If you were building a global financial system from first principles today, you wouldn't build it on 50-year-old legacy rails. You'd build airwallings. It's the single platform for global accounts, cards, and payments that treats the entire world like a local market. Stop paying the legacy tax and start building the future at airwallix.com/allin. Airwallix. Build the future. So the first question I have for you looking back on the past year of the administration and the actions of Congress and the economy.

Are we on a good path? Are we on no different a path than we were say a year ago? Are we moving too slowly? I studied these big cycles in history going back 500 years and there are five big forces that are intertwined to determine the answer to your question which is uh there's the debt money one and I I'll take you into that in a minute. Um there is the um domestic domestic domestic gaps, the wealth and values gaps that are causing irreconcilable differences between um the left and the right that is affecting how u taxes, democracy and everything works.

There's the international great power conflict, the classic rising of a great power, challenging existing great power and changing the international world order. Then there's technology. All through these cycles there have been technology. And then there's uh acts of nature, droughts, floods, and pandemics. So um and when we think of orders, we're talking about there's always a monetary order. And all monetary orders have broken down for the same reasons. All uh political orders, domestic political orders, they all always change in the United States less. So we have 250 years here, but um that they always change.

There was one civil war in there. And then the uh but internationally they always change. All orders change. and the international geopolitical order going from a um a unil a multilateral to a unilateral world order is changing and certainly technolog is changing. Okay. So getting that fact that they're all on there now I'll go down to explain the government's finances and answer your question. The economics of a country are basically the same as the economics of a company or an individual except the government has a ability to print money.

Look at it like a company or like your own. Basically, it's projected to spend about $7 trillion, take in about $5 trillion. So, it's running a 40% deficit, 40% of its spending. It's been running deficits for a long time. So, it has a debt that is 600% six times the amount of money that it takes in. And we can project that number. Um the problem with debt cycles and you could see them transpire. They're um almost like the circulatory system of the body. the capital markets uh bring credit to different parts of the economy and if that credit is used to be productive and produces an income that pays for the debt service, it's a healthy process.

But what happens is that if the um income, the debt service grows relative to the income because it's not paying for it, it's like uh plaque in the system uh growing up and it squeezes out spending. And so we now have that $2 trillion deficit. Half of that is interest payments plus we have to roll over $9 trillion of debt that has been accumulated and is maturing. Okay. So now if you were to look at a company like that or an individual like that you have that problem.

So as a handy number 3% of GDP would sort of stabilize the situation. Very unhealthy condition. It's not just unhealthy because it's squeezing out those spendings, but also because there's a supply and a demand. In other words, you have to roll over the $9 trillion of debt that's coming due and you have to sell two trillion more, something like that. Okay. So, now you go to the buyers and the buyers, who are the buyers? There are some domestic buyers and they're foreign buyers. about a third of foreign buyers and now it's a riskier situation from their point of view.

It's riskier. First of all, it's a lot to acquire. They dollar denominated debt is already a large percentage of their portfolio, larger than it would be if just decided on on a prudent basis. But also we have political geopolitical risks that also extend to possibly the risks that the debtor and the creditor will have a conflict. You could imagine that with China. You could imagine that with Europe even. And you know Europeans could wonder whether they will get sanctioned. In other words, the debt service payments might not be made as a sanction.

and the United States has to worry about whether it's going to bring in that money. Now, the things that I'm describing have happened repeatedly through history. So, in other words, I'm not just making this stop stuff up. If you were to see uh particularly, you know, in the 1929 to 45 period, you saw this dynamic. You saw it before. So there is this financial piece which in and of itself is not healthy for the US government government government and it's um but it's also problematic because of the other factors uh compounding the problem.

You highlighted this problem. You provided a diagnosis that if we could get to 3% we could soften the effect but it hasn't happened. We were all very hopeful last year around this time when Elon Musk decided to lead Doge, the Department of Government Efficiency. He was going to go in and there were going to be these kind of big sweeping changes to reduce government spending, find fraud, waste, and abuse and so on. Did Doge fail because the actions that were taken were wrong or did Doge fail because the system itself cannot be changed at this point in the cycle that there's too much capital flowing.

The economy is too dependent on it. There are too many individuals and businesses are dependent on it and it's structurally impossible to pull our way out of it. I mean, does Doge tell us something about what's possible at this stage? Yeah, you're talking about uh taking an inefficient government inefficient government inefficient government and making it efficient, okay? And having to do it quick because there are elections and if people don't like it, then you know, you lose your mandate. mandate. mandate. And in a um society in which no matter what you do, you're criticized and and torn down.

So you know we have the fact of uh the question of does democracy and our system lend itself toward the sort of um executive leadership that both makes it efficient and makes it acceptable for all people. You know there was a lot of uh cutbacks um you know things like school lunch programs and things you know um and then trying to do it surgically. So it's um how do you do that effectively quickly in a manner that uh doesn't uh cause so much controversy much controversy much controversy that the government falls.

So if you look at history, that's why I deal with the political. the political. the political. If you deal with history and you deal just even common sense, think, you know, like u are you going to have the executive leadership that's going to be able to make this satisfactory with most people? Um, you know, and do that quickly. I think that's that's a hell of a trick to pull off, right? So it might just be structurally it's a little difficult at this stage. What an understatement.

Structurally a little difficult at this stage. Yeah. Yeah. Yeah. Well, there was another big news story recently that there may be quite a lot of fraud going on with public dollars in Minnesota that there are these daycarees that don't exist and billions of dollars are flowing to individuals to run these daycarees. And now there's a lot of this sort of citizen journalism going on across the country that federal spending is actually being fraudulently abused. Do you think that this is a symptom of this stage of the cycle?

What's your view on how this relates to this problem that we're generally kind of talking about? about? about? Yeah, it's both the stage of the cycle and if you're going to have something wellmanaged, are you going to have the government well manage it? I mean, how how how well managed, you know, go to the Department of Motor Vehicles for your your your it's so big and complex and such a, you know, such a mess. Like, what you know, like when when you think, is this a surprise to you that there's all of this stuff going on all over the place in terms of inefficiency?

Is that a surprise to you? No. Uh but you know I guess the question is are people waking up to this? Because last time we spoke you highlighted that a piece of your portfolio was in gold. You had invested quite a bit in gold. Since we spoke I think gold has climbed from 2900 an ounce to 5200 an ounce. What has happened with gold over the last year? Is it that markets are waking up to the point in the cycle that we're in that you've been highlighting for a number of years at this point?

Or is it because China is structurally abandoning the US dollar and treasuries and moving more into gold and other central banks are moving into gold? Is it because individual speculators and market participants are getting bubbly with gold? What's your view on what's gone on with gold and how it relates to the market's acknowledgement of the stage that we're in? It's the big cycle. And what what what you have to understand is that gold is not a precious metal that's speculated on like most people have come to think of it as.

Um it is um the most established money that it's the second largest reserve country currency that central banks hold. And so what we've seen is for various reasons that I pretty much covered the economic, the supply demand, the uh political, the geopolitical, for those reasons, central banks themselves have acquired gold to build that up and individuals and others are looking for an alternative money. The question is what is money? So when we're thinking about this, money mechanistically, money is debt. What I mean by that is that if you're holding money, you're holding it in the form of a debt instrument.

And if you um are holding a debt instrument, what you're getting is a promise from somebody to deliver you money. money. money. Okay? And what as I mentioned in the beginning, the power of the central banks when they have too much debt is to print money. print money. print money. Okay. So if you've got that down, okay, then you can understand what's happening. Okay. The because the question is Dave, what money do you think is safe? Right. given what I've just said. Okay. Okay. Okay. Which Yeah.

the act asset back, right? I want an asset. I want to have something that's got some physical known limitation to it. And particularly what you want is that can be transferred from one place to another because money is both a medium of exchange and a storehold of wealth. So in other words, if you if one country's central bank or government wants to pay another gun government, it can't just be in fixed assets like buildings. Okay? If you want to transact, you have to transact in something that you can transfer to them and so on.

And gold is the only uh asset. It's the long-term historic asset for for reasons. That means that it can be transferred. They can't print a lot of it. Um and um it is not dependent on somebody giving you something. In other words, most money most if you hold debt or you hold stocks or you hold something, you're holding a promise from somebody to give you buying power. Okay? So you can like wealth. There's important thing to distinguish wealth from money. from money. from money. Okay? Wealth is in stuff.

It's it, you know, it's in buildings. It's in companies and so on. But you can't spend wealth. You have to when you want to spend it, and that's the purpose of money, you have to sell it. And then you get money to spend. And right now, we have an awful lot of wealth relative to money. And the question is, what is that money? And there's the risk that you go to get convert your wealth into money that they're going to print money cuz that's what they've always done since we've had fiat currencies.

So as you look out and have conversations with all the market participants that you know and you know everyone that's of size and scale, where are we in terms of folks converting their wealth into gold or their money into gold? like how much more do we have to run in terms of the dollar denominated value of gold in the market cycle as this great rush for the doors rush for the exit happens. two things that come to mind. What I what I look at is literally who has what assets including like central banks, what is the money in and so on and and what is that mix and I look at the amount of uh wealth relative to money or I look at the amount of wealth relative uh to gold.

And what we've seen is that there's an enormous amount of wealth and there was an enormous amount in central banks of the other money relative to hard money gold. And so we've seen about what I would call it go from an extremely small number to something something something that is a less small number. That price increase and that change in composition has brought it almost not quite but almost toward the average of what it's been uh over a period of time. So uh being out of balance however because the wealth is total wealth is still so large relative to money that's a real uh issue.

So let me give you a practical example of of of this wealth taxes and wealth wealth wealth being a risk. One question that might be asked are are we in a bubble? In other words, are AI stocks and other such stocks in a bubble? That's a does if you want to get into that, we'll get into that. But one of the things that we know from that is that one of the characteristics of bubbles is that there becomes a need for money that requires people to sell their assets assets assets to get money to meet that need.

Now quite often that need comes from borrowing money to buy those assets. Okay? and then the assets go up in price and and so on. But what happens is it can't be sustained because you have to make the debt service payments and they're not thrown off the cash the to make that and so they have to start to sell that and then you and when you have to sell it because you need money you need cash to pay your debt service or to pay nowadays wealth taxes.

taxes. taxes. Okay. So now we have a dynamic. The bubble will burst as that dynamic takes place. There are a number of things we could talk about about the bubble if you're interested. But just imagine if you put in wealth taxes. Everybody could talk about whether they like or don't like wealth taxes or something. But anything that if if you put in wealth taxes and there's a lot of fear of wealth taxes in and of itself that can drive money uh wealth to cash and and and there's only one way you're going to get the cash with the wealth and that's either sell it or to borrow against it which causes its own cash flow issues.

And we have a dynamic having to do with the social part of this, you know, the wealth gap that makes that politically an issue. So anyway, all I'm saying is people should worry and and companies should worry or countries should worry. Do they have enough gold? I mean, if you didn't know what the if you didn't know what gold was likely to do and you had no view on gold, one should have between five and 15% of their portfolio in gold because of the fact of how it works with the other components.

In other words, it's a diversifier when when the hits the fan, fan, fan, okay, gold does well and the other things don't. generally speaking and because of that correlation depending on what else is in the uh portfolio if you put it through an optimizer you'd have something like that. So I'm not trying to tout people on buying gold but I would say what is safe? What is safe? And it's safe is somewhere if you had no view between five and 15%. Why hasn't Bitcoin performed in the same way?

In the same period that gold's climbed 80% since we last talked, Bitcoin's down 25%. What's your view on what's happened with Bitcoin and why that hasn't played the role that many thought it was going to play, which is the safe haven asset? There there's an important differentiating characteristics of Bitcoin and then there's also, you know, like who owns it and why they buy, why they bought and sell. Okay. So, Bitcoin does not have privacy tra any transactions uh can be monitored and then u indirectly perhaps controlled.

Central banks are not going to want to buy bitcoin and being able to hold it. So, it's not just individuals, it's institutions and so on, but most you know and central banks. So, that there are attributes of that. there has been um some question or thoughts of the development of you know new technologies like quantum computing and so on. Can there be issues regarding that? And then there's um you know who owns it and what are the other exposures that they have in their portfolio? It tends to have a a pretty high correlation with uh the tech stocks.

stocks. stocks. So from an ownership, you know, just the supply demand is affected by if somebody gets squeezed in one thing, they sell something that whatever else they have. So there are those dynamics. It's a long way as and it's a relatively small market that's a relatively controllable market. I think a lot of attention has been given to Bitcoin but as a money you know it's it's it's it's small in relationship to u gold and so you know those are the dynamics. There is only one gold.

one gold. one gold. What about silver? I mean silver has had a big run up in the past year as well. Is that a derivative to gold and it's effectively people playing off of the wake of gold movement? um silver in its production is a residual commodity. The supply of it is difficult to increase and through history uh you know like the pound sterling silver was perceived as a monetary uh item. Uh but it uh has also taken on a speculative life of its own. So, you know, people are um you know, hot in it because it's been hot.

I just want to shift gear a little bit back to something you touched on, but the last time we met, you also talked about the importance of making sure that interest rates remained low for us to kind of manage the effect and the impact of the stage of the cycle that we're in. What's your view, I guess, today on where rates are and how the Fed has acted over the past year relative to what needs to be done to soften the effects of the stage in the cycle that we're in we're in we're in because we have so much debt, federal debt, debt, debt, um interest rates are one of the three main considerations.

There's the um taxes, there's spending, and then there's interest rates or on the debt. But you can't make interest rates um severely artificially low because one man's debts are another man's assets. And if you make those interest rates too low for the creditor, you will produce the dynamic that we understand. In other words, you'll produce a lot more borrowing. You'll put it into things and you can fuel a bubble. And so at the same time uh you can't have them so high that the debtor gets squeezed uneffectively.

So there's a balancing act. You know keep them high enough that they're adequate for the creditor but not so high that the debtor. And so when you have a lot of debt assets and liabilities because for every debt asset there's a debt liability. And when you have a lot of those that balancing act is is very difficult. this made more difficult you know because of what's called the K economy you know in other words there are bubble elements that are going on in the part of the economy you know where um you know the question is who will be the first to be a trillionaire and and and that you know that top 1% of the population and all of that at the same time as you have the other part of the econom economy where um for example 60% of all Americans have below a sixth grade reading level and and to make them productive particularly as we are also having AI have replacements for them um is a particularly difficult thing to achieve.

In other words, when you have so much debt assets and liabilities and then you have such a disparity in conditions between those that are at the top and let's call it the bottom 60% of the population what that's like that's uh you know another hattick that's another another another difficult thing to pull off. So this is a challenging situation as for as far as monetary policy exists. The idea of setting an interest rate and having a fiscal policy and a monetary policy that's for the economy as a whole and doesn't deal with the differences in the econ in the circumstances.

may be more more more is more challenging. Well, so taking a look at Fed action and market activity, there's been a lot of reporting over the past year that a number of global central banks have stopped buying US treasuries and are shifting to gold. Does this mean that the Fed in the US is going to have to start buying treasuries and expand their balance sheet again? Is it inevitable that we see a re-expansion of the Fed's balance sheet in this phase in the cycle given what's going on with global market action?

action? action? I think that it's likely down the road. Um uh right now uh there's um the shortening of maturities um as a means of trying to deal with that. Of course, that increases the debt rollover risk. uh but the you know sell less long debt uh try to uh hold the short rate down so that the longer rates attachment to it doesn't get you know helps to hold the long rate down and then uh try to um use use use the government's power of persuasion on other countries to either buy the debt or to hold the debt or to have other forms of capital enter the United States.

States. States. How do you like Kevin Wars has picked for Fed chair? What's your view on how he's going to guide interest rate policy for the central bank and when he assumes his term? his term? his term? It's a very very big challenge. I think he's a practical man. He understands both sides of the pros and cons. I think it's a tough job. One of the other things that I would say was pretty surprising over the past year is is is how adamantly against tariffs for fear of inflation and reduced consumption which would mean a negative effect on GDP growth.

Perhaps tariffs might be. The president and the administration put in place a number of tariffs under the emergency economic powers act which the Supreme Court in the last week or so overturned. overturned. overturned. But looking back on the economic effect of tariffs, what do you think economists got right and wrong about their predictions about the effect tariffs would have on the economy, on consumption, on inflation? And are there things that economists fundamentally missed or didn't understand and why? Yeah, I I think so. First of all, um there's the uh tax revenue part of them.

I mean thinking of it just as uh revenue and I think that people don't all economists make the mistake of not including taxes in inflation. And what I mean by that is if your if your taxes go up that's inflation. that's inflation. that's inflation. I mean, why should it be any different than if your cost of housing goes up? Why shouldn't it be part of the inflation calculation number? It's take it's taking money out of your pocket. I mean, it's probably the, you know, for a lot of people the biggest expense.

And so, when they to say inflation is something separate, you know, uh uh I think it's changing the form of of inflation in a sense. So what I mean is you know through history tariffs used to be the biggest source of uh revenue for government through throughout most history and in most countries. Okay. So, it is a um I think it's viewed it's it's a totally valid way of raising money and it should be kept kept in consideration for that and and you get the foreigners paying a portion of it.

But there's also as part of the big cycle question is the problem that we have that we are not independent. Okay, we've had a hollowing out. This is the big question, you know, that we've had a hollowing out of manufacturing the middle class and so on. Now, are we going to try to build that? and what is the plan to build that or are we going to continue on with large trade deficits and um so you have unsustainable trade deficits that the United States has and which are capital um surpluses.

In other words, the dependence on foreign capital is the other side of those trade balances and that's unsustainable. So because that's unsustainable unsustainable unsustainable um you need uh uh some way of uh rectifying that. Okay. So what is the plan to rectify that? Partially that plan uh can have trade tariffs. I think they're totally valid. uh but it all has to be part of another greater plan which is to develop the industries that we need to have developed which we're seeing happen in a much more proactive way.

In other words, you're seeing more government um activity to create infrastructure to bring in industries and so on. You need that not only economically but you need it geopolitically because you can't have dependencies. have dependencies. have dependencies. In other words, we're entering a world of greater conflict. We've moved from a multilateral world order to a a powerbased confrontational world economy. And in that environment, everybody's threatening to cut off everything from, you know, the uh goods and capital wars that we can have are threatening. And so, you have to build independence.

independence. independence. And so, um, that's part of a plan to try to build that independence. Um, so I I think when I look at that, I don't think that's the problem. I I'd say uh and it's misunderstood. So yes, I think people are misunderstanding that. And the important thing is we get the other things right, you know, like let's get down to 3%. And and by the way, there's a bipartisan bill that on this and um uh the 3% has um has come out in favor of it.

I'm in favor of it. And I mean lots of people are in favor of you know um what I'll call the 3% threepart solution. 3% of GDP, three parts uh a bit from one thing, a bit from another. taxes, spending, and um and hopefully interest rates. interest rates. interest rates. And just to take the inflation question to its conclusion, at the State of the Union this week, President Trump shared his vision, which is that tariffs can completely replace an income tax in the United States. Do you think that that's a feasible path?

Is it make sense at some point for tariffs, which are effective? I don't think it's it's I I don't think it's going to No, I don't think it's anywhere near um that uh both because of the combination of the size and then the impact of that size. tariffs are regressive and I think that uh there needs to be um some um we have to deal with the wealth gap app to me the wealth gap the biggest problem of the wealth gap which is a big social problem is also the productivity gap and you have to make most people productive and you have to do that through infrastructure and so on and I I don't think I I think that needs to be addressed.

addressed. addressed. It's a really important point you just made. I think my analysis indicates that nearly half of Americans either work for a government agency or a government service provider or contractor. The data over the past year is the federal workforce declined by 317,000 317,000 317,000 employees, roughly 14% of the total federal workforce. federal workforce. federal workforce. As this administration has reduced the size of some of these agencies, reduced the size of that workforce, what happens to those individuals? Do they go work in the private workforce and become productive or do you think they're getting subsumed by other government agencies either state or local or government service providers to do work that fundamentally is not productive to growing the economy?

I uh I I haven't studied the numbers. I I don't think I can adequately answer that. I would say government is extremely inefficient. It has a role. It has an important role but even that role it's handling very inefficiently. Other governments handle that role of um maybe education some of these things in a better way. We need fundamental we need you know best thing you could invest in is education. But anyway, where they go and what they do u from the government and and you know the other inefficiencies is a problem.

The one thing that's good about uh the system um that the capitalist system in a sense is it doesn't live if it can't uh if somebody either won't bet on it or it doesn't make a profit. So, um, yeah. So, I think wherever it goes, um, it's wherever those people go, they're just so many inefficient people and inefficient systems. Is there not enough productivity driven economic growth in this nation at this time to give more people the opportunity to improve their income, improve their wealth, improve their livelihoods?

Is that the fundamental issue we're dealing with at the moment? Or is it that you know people aren't prepared or educated to be productive and therefore the system itself has failed them? There are three things basically that you need to do to be successful. You have to first educate your children well and uh so that they are capable of being productive and also educate them in civility so that they are civil with each other. each other. each other. The second is then they have to come out to an environment that is an orderly civil environment that people can compete and work wi with with and and compete and work with each other to be productive.

That that works for the most people. And the third thing is you have to stay out of wars. You have to stay you have to have no civil war and no international war. If you do those three things right, you will have a successful country. That's all throughout history. Okay. We're having problems with those. And are those three things the antidote to some of the rising movements that we're seeing in increased unionization and effects that unions are having on the political process which is also leading to these rises in socialism and support for socialist movements in the United States as well as the wealth taxes which from the view that's shared by those participating in those movements they are meant to solve income inequality wealth health gap issues that we're seeing in the United States.

So that's their solution. Is the solution to those movements? Education and civility, creating a civil environment, and staying out of wars. Is that all we need to do to make this successful or is there more to the That's that what we need is is is to stop fighting. Okay. We're now at a stage where we have irreconcilable differences. irreconcilable differences. irreconcilable differences. In other words, when when the causes people are behind are more important to them than the system, the system is in jeopardy. Our system is in jeopardy because because because um um um they people will not accept the system or the alternatives and so they're going to fight.

You know, I think I think when we have we're going to have the midterm elections, elections, elections, you're going to go past the midterm elections with probably the uh Democrats will take the House and be and maybe I don't know, it's going to be difficult. And you know what? Nobody can succeed because everybody's going to be fighting. They're going to all be fighting. Okay? So, how does that affect productivity? Uh, okay. And then when you deal with things like how do you get a good education system?

So you have now almost the mob disorder mob disorder and inefficiency. Nobody's allowed to take charge of this. If if you go back in history, Plato, you know, I think it was like 350 BC wrote about the cycle, you know, of democracies and the threat to democracies. democracies. democracies. What's happening now is similar to Julius Caesar and Rome and being, you know, stabbed in the Senate and and what you need is you need a bipartisan you need you need the country to have have a strong almost a strong leader.

We do need a strong leader to get the the reforms done to make the country work well. But I mean, so how do you force this mob of people who are behaving this way including in the elections and so fragment to create order. So you need a a tough leader who will force them to do diff force things to difficult things and not fight with each other and focus on being productive. That's what you need. I think it sounds a little like there may be this this this inevitable path of the choice that no one wants to make between some form of socialism and some form of fascism.

Is that where this I think there's I think you were we're moving toward the that war. We're in what's sta what I call stage five of a cycle. Okay. In the book I describe the pattern that's happened over and over again. And when you get to this position when there are a bad finances combined with large wealth and values gaps gaps gaps and irreconcilable differences and you have external threats as well as domestic threats. domestic threats. domestic threats. You have this dynamic. I think that's where we are.

I I'm like a mechanic. My goal I'm not ideological. I'm just a practical guy trying to make money in the markets and trying to describe things and that's what it looks like. I think when we look at the bubble question on AI, what a lot of people don't realize in bubbles is that through all technologies, they think that they are betting on the technology when they buy the stocks and the companies. That's not true. not true. not true. Okay? There's a giant difference between the behavior of the companies and the behavior of the technologies and that the norm is in these is that a lot of companies won't survive in the start.

It very small percentage and they'll all fight and so on but the technologies will go on and it'll be great. the technologies will. So I want to emphasize to people that dynamic and I can go on and describe you know what it's like. Uh of course we've seen it to some extent with the 2000 bubble in the technologies and what went on. But e even if I describe what it was like in the late 20s, you know, it's just it was unbelievable. But the technologies will go on but the companies uh won't necessarily go on.

And um so when I'm looking at that, that has big implications. Right now it looks to me like AI like AI like AI uh basically is eating everything and it might eat itself. And what I mean by that is not produce adequate profits. We can't take just a domestic view of that. We have to look also at what's happening in China and um make interesting distinctions there. You know, there's a difference in philosophy that's carried through in the economy of how the economies of the United States and China work in that we have basically primarily a profit-based system.

They have a system in which they might believe that profits are a second consideration. they're not necessarily needed in order to achieve the best results. For example, in in China, they would say usage of AI is fantastic. So, it should be like electricity or something and let's make it free for everyone everyone everyone and let's make it open source for everyone. everyone. everyone. Okay? and they might get much higher usage and they'll get their productivity gains through the usage and we have a profit system to pay back.

Okay. Well, now we're in one world. How do you compete in that world? What do you do with that? In other words, just imagine that their technologies are almost as good as ours because they are. They're not far behind. and um and and then but that you could get them for free open source. Okay. Now you got to pay it back. Okay. So I just want to emphasize that these are also systematic risks that enter into the picture of of AI. But you certainly yeah there are a lot of unknowns here.

As we wrap, looking back on the history of this nation, I ask myself the question a lot. How did we get to the point that we've gotten to in terms of the amount of debt, the amount of government spending, the role that the central bank has played, and the risks that we find ourselves in today that all seem largely avoidable if we hadn't taken or made the decisions we made along the way. You've highlighted that they repeat over and over again. But if you could go back and restructure the United States and be a founding father and write the Constitution yourself, what are one to three things that you would have done differently?

What would you have written into the Constitution that may have prevented us from getting into the situation that we're in today? Well, the uh I mean it's like the marshmallow test. You know the marshmallow test? You know, you want to see it as a kid going at early age. you uh give them the choice between one marshmallow now and two marshmallows in 20 minutes and the kid that chooses the two marshmallows in 20 minutes is going to have a better life and make better decisions kind of thing.

Um I mean that therein lies our problem the immediate gratification and also the not knowing if things are going to be productive but the system has been remarkably adaptable too. In other words, we've gone through crisises, we've wiped out debts, and we've gotten past it. And there are certain ways of getting past it. But you, you know, it's a it's a tough question to balance um financial prudence with uh innovative inventions, you know, uh because you like particularly like take AI now. Nobody knows what's going to come of it and and what what way, right?

Is it going to pay? Is it not going to pay? And all of that. And so what do you write into uh the law that uh is going to get you financial prudence and control? And do you when you write it into the law, does that lessen the experimentation and you know the entrepreneurship and all of the things that you know? So it's tough to do this with um with rules. I think maybe the main thing is I would say read history. Read history and know these things and try to get that balance right.

You know, um everything's a matter of the balance. So the balance of the pain of failing or the pain of let putting money into a something that fails. fails. fails. Well, Ray, I want to thank you once again for taking the time to be here with me. It's always great to catch up, hear your perspective. Obviously, so much has changed in the last year and yet so much hasn't. It's been great to to get your view on it and I think it's really helpful to do this.

So, so thanks so much so much so much and and thank you for what you guys do. I'm I'm I'm riveted to your program and um I think you make a great contribution. Um so conversations like this are are really practical helps for a lot of people. So anyway, thank you for letting me participate and uh thank you for what you do for a lot of people. Thank you. Thank you. Thank you. That's right. I'm going all in.