Ray Dalio's Latest Interview: Can the U.S. Still Escape the Cycle of Decline?

marsbitPublié le 2026-05-08Dernière mise à jour le 2026-05-08

Résumé

In a comprehensive interview, Ray Dalio, founder of Bridgewater Associates, analyzes whether the US can escape its historical "great cycle" of decline. He argues the nation faces a confluence of structural pressures, not a single crisis. Key points include: 1. **The Debt Cycle:** Unsustainable fiscal deficits and rising debt-to-income ratios are eroding national capacity, constraining spending on defense, welfare, and global commitments. 2. **Internal Political & Social Conflict:** Deep wealth gaps and value differences fuel intense political polarization. Addressing deficits becomes a zero-sum political battle over "who pays and who benefits," making consensus nearly impossible. 3. **Erosion of the World Order:** The post-1945 US-led, rules-based international system is breaking down, reverting to a state of great-power competition and conflict where raw power, not multilateral rules, resolves disputes. 4. **Currency & Safe Assets:** While the Chinese yuan may gain use as a medium of exchange, Dalio doubts it will become a primary global store of wealth. In an era of fiat currency debasement, assets like gold are regaining prominence as safe havens. 5. **AI's Dual Role:** Artificial Intelligence could boost productivity and help manage debt, but it also risks exacerbating wealth inequality, job displacement, and geopolitical tensions. Dalio concludes the US is in a period of increasing disorder, with debt, domestic strife, and international realignments converging. Th...

Editor's Note: Against the backdrop of the United States' soaring fiscal deficits, escalating geopolitical conflicts, and a renewed scrutiny of the credibility of the U.S. dollar, discussions about America are shifting from "whether it is still the world's strongest economy" to "whether the institutions, debt, and international order supporting U.S. hegemony remain stable."

But when both "The U.S. is still strong" and "The U.S. is descending into disorder" hold true, a more critical question emerges: Is America facing a routine cyclical adjustment, or is it a loosening of the long-term order?

This article is adapted from an interview with Ray Dalio on the New York Times podcast "Interesting Times." Dalio is the founder of Bridgewater Associates and has long observed changes in the macro order from the perspectives of debt cycles, reserve currencies, and the rise and fall of empires.

In this conversation, Dalio breaks down America's challenges into a set of more fundamental structural variables: how debt accumulates, how politics divides, how the international order fails, and whether technology can still provide a new productivity outlet.

First, the debt cycle is altering state capacity. In the past, the U.S. relied on its strong fiscal credit and the dollar's reserve currency status to finance itself at low costs over the long term, maintaining military spending, social welfare, and global commitments. But now, spending chronically exceeds revenue, and the burden of debt and interest payments continues to rise, compressing fiscal space. This means debt is no longer just a number on a balance sheet; it will gradually translate into constraints on state action: whether it can continue to protect allies, maintain welfare, or bear the cost of war will be limited by fiscal realities.

Second, domestic political polarization is becoming tied to the issue of money distribution. In the past, political divisions in the U.S. could be partially absorbed by growth, taxation, and the expansion of welfare; although different groups had conflicting interests, they still shared trust in a common set of institutions. Now, wealth inequality, value conflicts, and the polarization between left and right reinforce each other. Any plan to reduce deficits inevitably touches on the question of "who pays more taxes and who gets less welfare." This means fiscal adjustment is no longer just a technical issue but a question of political legitimacy. The more reform is needed, the harder it is to build consensus.

Third, the international order is reverting from rules to power. After 1945, the U.S. led the establishment of a world order centered on multilateral institutions, a rules-based system, and dollar credibility. In the past, even during the Cold War, the U.S. held overwhelming advantages in the financial and institutional arenas. But now, geopolitical conflicts, bloc realignments, and supply chain security concerns are eroding the stability of this order. The analogy of Iran, the Strait of Hormuz, and even the Suez Crisis points to the same question: when rules cannot be enforced, markets will ultimately reassess the relationship between power, credit, and security.

Fourth, pressure on the dollar does not equate to the Chinese yuan directly taking its place. Dalio's judgment is more nuanced: the yuan may become a medium of exchange in more trade scenarios, but this does not mean Chinese debt will become the world's most important store-of-wealth asset. The real question is, as fiat currencies generally face depreciation pressure, what safe assets will capital seek? Gold's renewed prominence as a major component of central bank reserves is a manifestation of this uncertainty.

Fifth, AI could both mitigate and amplify crises. Historically, technological progress has often been seen as a key way for the U.S. to address debt and growth problems. If AI can significantly increase productivity, it could indeed improve income, growth, and debt-servicing capacity. But now, AI is also creating new wealth concentration, job displacement, and security risks. It could be a buffer against fiscal stress or a new amplifier for social division and geopolitical competition.

If this conversation is condensed into one assessment, it is this: America's problem is not a single crisis, but the simultaneous entry into a re-evaluation period of debt, political, international order, and technological variables.

In this sense, the subject discussed in this article is no longer just whether the U.S. is in decline, but a larger structural question: when the old order can still function, but its underlying conditions are loosening, how should markets, states, and individuals reinterpret "safety" and "credit."

The following is the original content (edited for readability):

TL;DR

·Dalio's core judgment: The U.S. is not weakening in the short term; it is entering a downward phase of its big cycle.

·The real risk for the U.S. is not lack of money, but excessive debt, which will slowly hollow out state capacity.

·The deficit is the hardest to solve because it ultimately becomes a political conflict over "who pays and who gives up benefits."

·The root cause of U.S. political division is not just values, but imbalances in wealth and interest distribution.

·The rules-based order led by the post-war U.S. is failing; the world is returning to power politics.

·The dollar won't be immediately replaced by the yuan, but the world will pay more attention to safe-haven assets like gold.

·AI could rescue growth, but it could also further fracture employment, wealth, and security orders.

·The key to whether America can recover lies not in markets, but in education, social order, and avoiding war.

Original Content

It feels to me like we are currently living in a "Fall of the American Empire" moment.

Partly because of the stalemate in the Iran conflict; partly because Donald Trump is putting pressure on America's alliance relationships; and partly, I suppose, due to a growing sense that America's biggest rival, China, is watching coldly from the sidelines, waiting for its collapse.

This week's guest has long been focused on this question. He has a grand historical theory predicting America's decline. In some ways, he is an atypical Cassandra figure—repeatedly issuing warnings that are not always taken seriously.

Ray Dalio built Bridgewater Associates, one of the world's largest hedge funds, from scratch. But now, what he most wants to talk about is no longer just markets and investing, but the decline of the American empire and whether it's still possible to pull it back from the brink.

The following is an edited transcript of an episode of "Interesting Times." For the full effect, we recommend listening to the original audio. You can do so via the player above, or on The New York Times App, Apple, Spotify, Amazon Music, YouTube, iHeartRadio, and other podcast platforms.

The Cyclical Logic of America's Crisis

Ross Douthat (host): Ray Dalio, welcome to Interesting Times.

Ray Dalio (founder of Bridgewater Associates): Thank you. It's certainly interesting to be on "Interesting Times" during interesting times.

Douthat: Everyone says that. You're someone who's made a career out of placing bets, and over the past few decades, a fair number of your judgments have paid off. Recently, you've been saying that the United States of America at this moment might not be a particularly good bet.

So if someone were looking at the United States right now, trying to judge whether to bet that the "American Empire" will remain dominant in the 21st century, what are the important forces or key factors they should pay attention to?

How Debt Saps State Capacity

Dalio: I would first correct that. I'm not saying America is a bad bet or a good bet. I'm just describing what's happening.

One thing I've learned in my roughly 50 years of investing is that many events that are very important to me never happened in my lifetime before, but they have happened many times in history.

So, I began studying the last 500 years to try to understand why reserve currencies and their empires rise and fall. You see a pattern over and over. There is indeed a "Big Cycle," and the starting point of the big cycle is usually the formation of a new order.

There are three types of order: the monetary order, the domestic political order, and the international world order. These are three important evolving forces.

Let's start with the first force, the monetary order. There is a debt cycle within it. When debt rises relative to income, and debt service payments also rise relative to income, it squeezes out other spending—whether it's a country, an individual—

Douthat: Or an empire.

Dalio: Any entity!

Douthat: Yes.

Behind Political Division Lies the Distribution of Money

Dalio: That's the problem. For example, the U.S. now spends about $7 trillion a year and takes in about $5 trillion—meaning spending exceeds income by about 40%. This deficit has persisted for a while, so the U.S. has accumulated debt about 6 times its revenue—revenue meaning the actual money the government receives.

Exactly. But the consequence of this is that the money itself also gets devalued. That's how the mechanism works. And that's why there are long-term debt cycles, as well as short-term debt cycles, monetary cycles, and business cycles—they drive the economy from recession to overheating to the next recession.

Related to this is the domestic political and social cycle, which is closely tied to monetary issues. When a society develops huge wealth gaps and value differences internally—

Douthat: You mean between the rich and the poor?

Dalio: Between rich and poor, and between people with different values. When these differences become irreconcilable, political conflict arises, severe enough to put the entire system at risk.

So, I think the first cycle is happening. I also think the second cycle is happening—the irreconcilable conflict between the political left and right. We can talk more about that later.

The World Order Is Reverting to the Logic of Power

Douthat: How do international factors come into play?

Dalio: The international level follows the same logic. After a war, a dominant power emerges and establishes a new world order. Order means a system. This current order began in 1945.

Douthat: For us, yes. The U.S. was the dominant power that set up that system.

Dalio: Right. The U.S. created a system largely modeled on its own institutions because it was meant to be representative. The United Nations, for example, is a multilateral world order. Different nations could operate within it, and there was supposed to be a rules-based system.

But the problem is, without enforcement mechanisms, the system isn't truly effective. It's an idealistic system, and when it worked, it was a great system. But now, we no longer have a truly multilateral, rules-based system.

We are returning to what existed before 1945 and for most of history: geopolitical conflicts arise, like what's happening now with Iran.

How are these conflicts resolved? You don't take it to the International Court of Justice, wait for a ruling, and then enforce it. What ultimately matters is power.

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

Dalio: Correct.

Douthat: That is, the Cold War was ongoing. The window where the system operated purely without major power conflict was relatively short. And even then, American power was ultimately the decisive power, right?

Dalio: Of course. Because the Soviet Union didn't really have the means. It had military strength, but at the end of WWII, the U.S. held about 80% of the world's monetary wealth, had half the world's GDP, and was also the dominant military power. So, we had the ability to provide money outward, and those who received it valued that money. The Soviet system, in contrast, was a very limited part. Financially, it was nearly bankrupt and certainly not a major player.

Douthat: So, there was a real balance in military power, but in terms of financial power balance, it was essentially the U.S. calling the shots.

Dalio: Yes. Fortunately, under the principle of "mutually assured destruction," we never actually used that military power. Still, I remember the Cuban Missile Crisis—I was a kid watching it unfold, we didn't know if there would be a nuclear exchange. But it didn't happen, and later the Soviet Union collapsed.

Douthat: In your cyclical view of history, what role does contingency play?

Dalio: All events occur in succession. The key question, I think, is: do they trigger disputes? And in a world without a court system to resolve disputes—whether domestic or international—how are these disputes resolved?

Like what's happening in the Middle East now, especially concerning Iran. There is a conflict, which then escalates into war because there is no other way to resolve it. And what the world is watching now is: can the U.S. win this war, or will it lose?

We look at this almost in black-and-white terms: Who will control the Strait of Hormuz? Who will control nuclear materials? Can the U.S. win this war?

We should also see the bloc relationships behind this. Russia and Iran tend to lean towards supporting each other, just as there are supporting forces on the other side.

Douthat: To reiterate, what makes this moment most distinct from the past few decades, is it that the power of the other side is stronger?

Dalio: It's the change in relative strength, and the breakdown of the existing order. Also, there is the entanglement of vast creditor-debtor relationships. For example, when the U.S. runs large deficits over a long period, it must borrow. And in times of conflict, this becomes very risky. Interdependence is similar.

In other words, in a higher-risk world, you must have self-sufficiency. Because history tells us you can be cut off at any time. Either side can be cut off.

Douthat: Yes. I'm interested in how these factors interlock. Suppose the eventual outcome of the Iran issue is that people perceive the U.S. lost the war, or at least didn't achieve its goals. Perhaps the Strait of Hormuz remains open, but the Iranian regime stays in power, and an impression forms: the U.S. tried something and failed. Do you think that impression would, in turn, affect how people judge America's creditworthiness in paying its debts?

Dalio: I was just in Asia for about a month, meeting leaders and others from various countries. This matter has a huge impact, very similar to the impact when Britain lost the Suez Canal—when Egypt took control of it. That was seen as the marker for the end of the British Empire. In other words, it's a very big deal.

Douthat: Yes, that was in the 1950s.

Dalio: Right. And that was also when people became unwilling to hold British debt and other assets. Now, different countries are asking: Will America still protect us? Or has America lost the ability to protect us? Because the American people don't want a protracted war, so wars must end quickly, not be too costly, and—

Douthat: And be popular, right?

Dalio: Be popular.

Douthat: And our wars usually aren't very popular these days. But I want to stay with the Suez analogy because I find it interesting. I've heard many people use it. In the Suez Crisis, Britain, France, and Israel essentially tried to retake control of the canal after Egypt nationalized it.

So obviously there's a parallel with Iran: a key global trade chokepoint, conflict between Western powers and a regional power over it. But it seems to me the key in Suez was that Dwight Eisenhower and the U.S. basically told Britain: No, you can't do that.

Therefore, the crisis of confidence in the British Empire, the pound, and everything else stemmed partly from the realization that, as you said, this was the post-WWII order, and the U.S. was the dominant power.

So, does a similar role need to be played by China today? Does there need to be a similar moment for people to truly lose confidence in the U.S.? To abandon the old hegemon, must a new hegemon first appear?

Dalio: By the way, I don't think China will ultimately become that traditional kind of hegemonic power. We can discuss that more later.

Douthat: I'm interested in that.

Dalio: But what I'm saying is, back then, Britain's debt problem was coupled with its clear loss of power. Britain's decline had actually started even before Suez, because people had already realized America was not only a world power but also in a better financial position.

Douthat: So, if the analogy holds value, what's the equivalent today? If people conclude the U.S. is no longer as trustworthy as we thought, that its ability to repay debt is diminished, etc.—maybe this relates to your point about China and whether it will become the new hegemon—will people turn to China? Will they abandon the dollar as a reserve currency? If people lose confidence in America, where does the money go?

Dalio: I'll give my view. But I also want to say this is typical in every cycle. For instance, when Britain replaced the Netherlands, the process was similar. Britain was financially stronger and had greater overall capability. The Netherlands lost, and there was a transfer from the Dutch Empire to the British Empire; the Netherlands had the reserve currency and debt at the time. This happens over and over in the same way.

So, you don't necessarily need a specific figure, like President Eisenhower—

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

Dalio: Well, what I think happens next—to answer your question about where money goes, where wealth goes—a country can still be the dominant power while also having serious financial problems.

Like in 1971 when the monetary system broke down, the U.S. was still the dominant power. In 1971, U.S. debt was too high to fulfill the promise of delivering gold, and the monetary system collapsed. Then we had the stagflation of the 1970s. Something like that can still happen.

The Dollar, Gold, and Wealth Safety

Douthat: So that's one scenario: you have a crisis, but no successor power emerges. The Soviet Union didn't replace the U.S. in the '70s.

Dalio: Right.

Douthat: The U.S. just had about a decade that was really bad.

Dalio: Your fiscal condition would still be bad. And that means holding bonds isn't a good store of wealth. To answer your question, money has two functions: a medium of exchange and a store of wealth.

I think what you'll see now is that Chinese currency is increasingly becoming a medium of exchange for various reasons. But I very much doubt Chinese debt or similar assets will become a serious store of wealth, because historically they haven't been good at protecting wealth.

Douthat: Right.

Dalio: And I don't think any fiat currency will be an effective store of wealth.

Douthat: For our listeners, a fiat currency is one issued by a nation-state but not backed by gold or other assets, correct?

Dalio: It's money they can print themselves.

Douthat: They can print money.

Dalio: So, looking back at history, in all similar periods, all fiat currencies depreciate, and gold rises. Now, gold is already the second-largest reserve asset for central banks. In other words, the dollar is first, then gold, then the euro, then the yen.

So I think the real question is: what currency can serve as a store of wealth? Gold becomes the leading candidate largely by default because it has proven itself the winner over thousands of years.

Douthat: So alternatives to the dollar become more attractive, but that doesn't mean directly switching to "let's buy Chinese debt"?

Dalio: In terms of transactions, the traditional way it works is: when countries start transacting in a currency, they gradually build reserves of that currency. It's like their cash account—they need enough on hand to pay for the goods or services they just bought. So I expect those reserves to increase.

The problem is storing wealth in such debt assets becomes a puzzle. So we're entering a new world where everyone is asking: what is a safe store of wealth?

Douthat: For the average American, if they look at this cycle you describe and think: Okay, this has happened before, it's happening again. We're going through a period of living beyond our means, overspending, and an adjustment is inevitable—what do you expect that adjustment to look like?

One possibility is the 1970s: high inflation, slow growth, i.e., stagflation. Another is the Great Depression model: financial market crash, triggering a crisis, leading to poverty and deflation. In the current environment, which should we worry about most?

Dalio: I think what everyone should worry most about are the parts of the future they don't understand, okay?

Douthat: Got it. That's what worries me too. That's why I'm asking you.

Dalio: So I mean: we don't know what the world will look like three to five years from now. What we don't know far exceeds what we do know. I think what we can be certain of is that we are entering an increasingly disorderly period, and that is the greater risk.

So, what should the answer be? I think the answer is knowing how to build a well-diversified portfolio that can broadly withstand such uncertainty.

Simply put, if you ask, "What should my typical portfolio look like?" It would include stocks, bonds, and investments in other countries—diversification is good. I can't go into specifics here. But I think any portfolio should have 5% to 15% in gold because when other assets truly enter bad times, gold tends to perform best. In any case, that's one reason gold has been a good investment in recent years, because the market is moving in that direction.

So I'd say: stay balanced, learn to have a well-diversified portfolio to hedge other risks.

Douthat: As an investor, I do want investment advice. But as a commentator, columnist—whatever I am—I'm more interested in describing or anticipating reality. Even admitting we can't know the future for sure, if history has these lessons, if these cycles repeat, and we are heading for some kind of bottom or reset, maybe followed by a bounce-back, I'm just trying to figure out what life at the bottom of the cycle looks like to you. Is it more like long-term stagnation and persistent discontent, or more like crisis, street clashes? Because the '70s and '30s seem like two very different examples. That's my question.

Dalio: I can tell you what I worry about. I think we have several major problems now: monetary problems, domestic political and social problems, and international geopolitical problems. Looking at the calendar, we are approaching midterm elections. I think the Republicans are likely to lose control of the House. After that, you'll see political and social conflict intensify, especially between that election and the 2028 presidential election.

I worry these divisions could become irreconcilable. I don't know how things will play out. I don't know if respect for rules, laws, order, etc., will sustain law and order.

I worry—I'm not predicting—wider violence. Wider violence could indeed occur. There are more guns in America than people.

Douthat: Population—

Dalio: I'm not predicting—let me finish.

Douthat: Okay.

Dalio: I'm just seeing these possibilities. I think everyone can look around and judge for themselves. Overall, in answer to your question, my reaction is: we are entering a more disorderly period. I think the risks are higher than before and it's developing along that trajectory. We're discussing this verbally, but I typically observe these patterns in charts, and these things are fitting those historical patterns.

You asked me this question, and I'm giving my answer. For these reasons, I think people should keep their portfolios well-diversified and be alert to such things.

Douthat: Talk about how the debt picture and the political/social picture interact in your view. Because if you ask people now what they're divided over, they usually don't cite interest payments on the national debt. They list a series of things they disagree on.

I'm just curious: what are the economic forces at work when interest payments rise and squeeze out other forms of investment, and how do they interact with social disorder?

Dalio: Their division is essentially about "who has how much money, and who gets that money," and this is closely tied to the fiscal deficit.

I recently wrote a book trying to explain this mechanism through 35 case studies, called "Why Nations Go Broke." I've also been speaking with top figures in both the Democratic and Republican parties, and everyone agrees on the mechanics themselves.

When I sit down with them and say you have to bring the fiscal deficit down to 3% of GDP through some combination—raising taxes, cutting spending, controlling interest rates—because mechanically, that's what's needed.

Then they say, Ray, you don't understand. To win an election, I at least have to promise one of two things: "I won't raise your taxes," and "I won't cut your benefits."

The division in this country exists, for example, between the billionaire class and those struggling financially, between the left and the right, between populism, etc.—and all this contains monetary and financial elements. So, the fiscal deficit and monetary issues are a very important part of the social conflict.

Douthat: So, when you talk to politicians and they explain they can't raise taxes or cut spending, I imagine they'd next say people interpret these things as threats to opportunity or equality. Those dependent on Medicare and Social Security see them as guarantees of equality; those reliant on low taxes for entrepreneurship see them as guarantees of opportunity.

If you want to convince these people to cut the deficit to 3% of GDP, what would you tell them they're being saved from?

Dalio: Saved from a financial crisis.

Douthat: And if the U.S. had a financial crisis, what would it look like? What specifically would happen?

Dalio: A financial crisis means the government's ability to spend becomes very constrained. In other words, you can't afford military spending, social welfare spending, etc.; finances are severely constrained. Interest rates would rise because demand wouldn't match supply, which would suppress borrowing, hit markets, etc. This would then force the central bank to try to balance things by printing money, leading to currency depreciation and a stagflationary environment.

Douthat: I see. So the worst-case scenario sounds like: a financial crisis similar to 2008 that ends up turning into 1970s-style stagflation? Sorry, I'm not trying to pin you down to—

Dalio: No, no, I'm happy to answer as best I can.

Douthat: I just want to give context: I'm 46, and my entire life has been lived in the shadow of predictions that "U.S. fiscal deficits are unsustainable." The first presidential election I really remember is Ross Perot's campaign in 1992, which was largely centered on these themes.

But like many Americans, this also means I tend to tune out arguments about the fiscal deficit on autopilot. The first time since the '90s that I felt deficits and overspending really hit the average person's pocket was the inflation surge during the first few years of the Biden administration.

So I think it's helpful for me and listeners to specifically understand this: why would the 2030s, or the late 2020s, be different from the last 20 years? After all, we've had these deficits throughout the last 20 years.

Dalio: Thank you for your curiosity! And I feel I must answer this. It's like plaque building up in your arteries. Like you say, "I haven't had a heart attack yet."

Douthat: "I feel fine."

Dalio: And I could say: Okay, I get it, you haven't had a heart attack. But can I show you the MRI images so you can see this plaque accumulating in your system? Can you understand what I'm saying this plaque means—if it continues, you will have a heart attack. Can you understand? Can you understand what these numbers mean, where you are now? Listen, this is your life, your choice. You have to ask yourself: "Is this right or wrong?" This is something you must do for your own well-being.

Douthat: In your narrative, combining this diagnosis with your assessment—which I share—of how the U.S. political system currently operates, it seems to suggest America will at least experience a mild "heart attack" before any real change happens.

You said at the beginning that despite me framing the question as a podcast host, you're not actually betting against America. So are you optimistic that America might have a so-called "mild heart attack" and then recover?

Can AI Alleviate America's Predicament?

Dalio: I think we will enter a more disorderly period because several forces are converging: monetary problems; irreconcilable domestic social and political divisions; and international world order problems. I would add two other factors. One is the natural forces that have recurred throughout history—

Douthat: Like pandemics.

Dalio: Droughts, floods, pandemics. And if you look at most people's judgment on climate trends, it's not improving; it's deteriorating. Then there's technology and AI.

We must include technology and AI in this picture because they will play a role. And they will play a role in three ways. First, it could greatly enhance productivity, thus helping alleviate some of the debt problem—maybe. We can continue on that. But I don't think it will happen that quickly.

Douthat: I often hear this from people in the AI field. They say, in the best case, if AI just adds X percentage points to GDP growth, X points to productivity growth, it would ease the problem you initially mentioned.

Dalio: Exactly, exactly.

Douthat: It would make debt more bearable.

Dalio: That's precisely what I mean. Because it can generate income, which can help service debt, etc. So that's one of three effects of AI.

The second effect of AI is that it's creating huge wealth gaps. Those who benefit from it are approaching the question of "who will be the first trillionaire." Wealth gaps have already widened dramatically, and AI will replace many jobs. So that's the second factor. These gaps will be a problem however we handle them. They must be addressed, and it's likely to become a political issue, but it is indeed a problem.

Third, the technology itself can be used to harm people—it has immense power. It can be used by other countries, by those who want to cause harm, by those who want to steal funds. It can be used to inflict damage.

Douthat: Right. But in your model, your cycle theory, from this last point, technology could exacerbate geopolitical tensions. It could reinforce Cold War dynamics and intensify domestic tensions.

Dalio: Correct.

Douthat: But it could also ease fiscal pressure.

Dalio: Yes, it could bring productivity gains.

Douthat: But if it brings some bad effects, it likely also brings some good effects.

Dalio: The key is how these effects ultimately offset and balance each other.

Douthat: Yes.

Dalio: And we don't know what the future will be like because human capacity isn't sufficient to predict what the world will be like three to five years from now. Over the next five years, with these five forces converging, the world will go through a time warp. The next five years will see tremendous change; all these forces will come together. And after we go through this period, the world on the other side will be almost unrecognizable. It will be very different; it will be a period of dramatic change, dramatic turbulence.

So, what should one do? Knowing you can't truly know what the future holds, my own approach—and my advice—is to know how to balance your positions.

Douthat: However, for politicians hearing this, they might think: Okay, I know Ray Dalio wants us to cut the deficit to 3% of GDP, but he also believes we are going through a five-year "time warp" unprecedented in human history. So maybe we should wait and see what the world looks like in five years before painfully restructuring Medicare and Social Security.

Dalio: I don't think they care what Ray Dalio thinks. (Laughs)

Douthat: Well, not that. But—

Dalio: I think they care more about what the ballot box thinks.

Douthat: Yes, of course. I've spoken with some people in Washington D.C., and there are always those sincerely worried about the deficit and trying to take action.

What I'm really interested in is, in your narrative about the rise and fall of empires—Spanish, British, Dutch "mini-empire," etc.—there doesn't seem to be a case where a great power went through this cycle, fell to the bottom as you describe, then bounced back to start a new upward cycle. Or is there such a case?

Because, look, as Americans, that's our goal. If someone accepts your narrative, they'd say: Okay, but history isn't deterministic. We can make choices, we can get ourselves into another cycle, right?

Dalio: Yes. I think it's possible. But the issue is that something must happen—and history suggests this too. Plato talked about this cycle—

Douthat: Yes.

Dalio: In "The Republic." He talked about democracy and its problems because people don't always vote for what is truly beneficial for them or for national strength. About 60% of Americans read below a sixth-grade level, and there are issues with productivity, etc. Yet they vote and largely decide the outcome.

The question is: How does change happen in a democracy? In Plato's view, ideally, this is when you need a "benevolent autocrat"—someone strong enough to take control, willing to make sacrifices for the country. In a sense, they can reunite people.

However it happens, what you need is a strong leader from the middle. Someone who recognizes that partisanship and conflict are inherently problematic, but also has the strength to get people and the system functioning in the necessary way. Then some form of debt restructuring becomes possible, the education system could improve, structural reforms for efficiency could proceed.

Running a big company is hard enough. Imagine how hard it is to run and run well this country. So you need an extraordinary person with great strength; you need strong leadership that can be followed, not continuously undermined by either side.

Douthat: So you're looking for a Franklin D. Roosevelt, or perhaps a Ronald Reagan, for this particular crisis?

Dalio: Hmm, I think it's harder now than ever.

Douthat: Because we've gone further down—

Dalio: Everyone has their own viewpoint. Do you know how hard leadership is? (Chuckles) I mean, can you imagine? So, can you lead people toward the middle, unite them, and get them willing to do the hard things?

Douthat: Right. But in these discussions, I often think of one point: we are also incredibly wealthy. The U.S. today is even wealthier than in the 1980s, and certainly wealthier than during the Great Depression. While people feel inflationary pressures, or hardship if unemployment suddenly spikes, this wealth itself is also a stabilizer.

You could also see another scenario. Like Japan. Japan is a country with massive long-term debt; I wouldn't say it has handled it very successfully. Its economic dynamism has declined, it's become more stagnant, no longer the Japan of the 1980s or '90s thought capable of "taking over the world." But it has maintained the stability of a wealthy, aging society. Do you think that's a plausible scenario for the U.S.?

Dalio: I think you're raising two questions, though related, but I'll answer them separately. The first question is about higher living standards and America being richer. That's always been true historically. All those periods before WWII also had this. The crucial question is really how people get along with each other.

Douthat: You mean, at the peak of debt, empires are often wealthier than ever?

Dalio: Yes. If you look at per capita income, many metrics—life expectancy, any measure of well-being—and plot a chart from the 15th century, or from the Dark Ages, you see these metrics were relatively flat early on. That is, at every historical moment, we, as a whole world, a whole society, are wealthier than before. Your point holds.

But that didn't prevent WWII, didn't prevent debt problems, didn't prevent those other things from happening. Because the most important issue is how people get along. Can they tackle these problems together? Realistically, what if our living standards drop 10% as part of a healthy adjustment?

I'm almost done, but I want to be clear. So that's point one. Wealth doesn't mitigate the debt problem or the struggle over "who controls"—

Douthat: But perhaps it mitigates a bit. Like in the '30s—

Dalio: No, no, no. Wait. I didn't interrupt you earlier. Please don't—

Douthat: Okay, go on. Sorry.

Dalio: Let me finish, then you can respond. As for Japan—or do you want me to answer that first, then talk about Japan?

Douthat: Hold on Japan for a moment. I just want to ask one more thing on the previous point: if you look at the '30s, '70s, and the post-2008 financial crisis period, they were all economic crises of some sort, but things seem to have gotten better. The '30s were worse than the '70s, the '70s worse than the 2010s. So, perhaps because we've grown wealthier, things can stabilize to some degree, right?

Dalio: Yes. If you look at per capita income, life expectancy—any standard of living or similar metric—you see a line—

Douthat: I'm just saying, even social conflict, the '70s weren't as severe as the '30s. That's all I mean.

Dalio: Hmm, I wouldn't overemphasize that.

Douthat: Okay.

Dalio: In other words, based on several measures, I'd say it's more like the '30s now. If you look at the severity of debt, the severity of internal conflict—I've lived through these periods. And I'd say—

Douthat: So you think we're worse off now than in the '70s?

Dalio: Our debt situation is worse.

Douthat: That's true.

Dalio: And the U.S. position in the world order and related conflicts are worse than then.

Douthat: Got it.

Dalio: So I think that's objectively the case. I'm not trying to be pessimistic; I'm trying to do analysis because my job is to bet correctly.

Douthat: Okay. What about our "Japan-like future"? Is a Japan-like future possible for us?

Dalio: Japan's case has two main points, very interesting. Japan's debt is mostly internal. In that specific case, their approach was: the central bank printed a lot of money and bought the debt. That's what they did. The result was yen depreciation. As the currency and debt value fell, Japanese wealth value also shrank dramatically.

So yes, we could see something similar happen. But our situation is different: one-third of U.S. debt is held by foreigners. That's different. As a country, we owe money to other countries.

Douthat: I'd like to—

Dalio: If you think that's a good outcome (chuckles).

Douthat: No, I don't think so. Well, I think—

Dalio: It's like the decline of the British Empire. You might go through a process similar to the British Empire's decline. That's roughly it.

Douthat: No, I don't think that's a good outcome. The reason I'm interested is that in Japan's case, it was more like sustainable stagnation, not crisis and collapse. But I guess on one point I'd agree: for various reasons—beyond this conversation—Japanese society seems more likely to accept a decline in living standards than American society. In that sense, it's probably not a suitable model for the U.S.

Let me pose a final question with a comment on my own optimism, and you can respond. I mentioned earlier that I've lived my whole life in a world where people constantly worried about deficits and deficit spending. I think, as you say, the crisis not having arrived yet doesn't mean you won't have a heart attack tomorrow. That's perfectly reasonable. So I fully expect the problems you describe to have a significantly negative impact on the U.S.

But at the same time, I do think it's a strange moment: by some metrics, the U.S. looks fragile; but in many ways, the U.S. is very, very strong. Looking at the past 10 or 15 years, U.S. GDP growth has clearly outpaced Western Europe, Canada, and other comparable economies. We still have the world's most profitable, cutting-edge tech companies. We still have the world's most capable military. Socially, we have many problems, but what other major country is better than the U.S. at absorbing immigrants, has a higher birth rate, is geographically distant from major wars and refugee flows? I'm not sure there's a better bet than the U.S.

If I look ahead 50 years, in the context of the whole world order, isn't the U.S. still a place one can have some confidence in? What do you think?

Dalio: I think we shouldn't frame the question the way I objected to at the beginning, as "will the U.S. win or lose" or the like.

I think we know what health is. Looking at history, for any country to remain healthy, it only needs to do three things well. First, educate children well so they are capable, have high-quality productive capacity, and possess civic literacy. Second, have them grow up in an orderly country where people can cooperate, create productivity, leading to broad productivity gains and shared prosperity. Third, avoid getting into wars. No civil war, no international war. You just need those.

Then you can look at these fundamentals. Are we educating children well so they are productive and capable, and can interact civilly? Do we have a civically literate population? Do we have an environment that enhances productivity and allows people to get along?

I think we are in a very bad state now. I live in Connecticut; my wife has been helping the poorest kids get through high school. The education gap, and gaps in these areas, including civic literacy, are real problems. So I think it really comes back to these things.

And these are the most basic things. Is your income greater than your spending? What's your income situation? What does your balance sheet look like? These are basic questions. You know these basics. So if we can have these foundations—yes, I thank God I grew up in America, because my goodness, it was incredible. It was a place where anyone from anywhere in the world could truly become a citizen, so it had that true meritocracy. I came from a lower-middle-class family. My father was a jazz musician. I could go to a good school, I could make my own way, understand? I think of that creativity, all those wonderful things—broad education, a middle-class society—we had a middle class, we had those things.

So I've seen the difference. I know what the fundamentals are. I look at the metrics, and they worry me.

Douthat: Okay. Ray Dalio, thank you for being on the show.

Dalio: Thank you for having me.

Questions liées

QAccording to Ray Dalio's analysis in the article, what are the three main cyclical forces that indicate the US is entering a period of decline?

ARay Dalio identifies three interconnected cyclical forces or orders signaling US decline: 1) The monetary order, characterized by an unsustainable long-term debt cycle where high debt and interest payments constrain national capacity. 2) The domestic political and social order, marked by severe wealth inequality and values gaps leading to intractable political conflict. 3) The international world order, which is shifting from a US-led, rules-based system back to a power-based system of geopolitical rivalry.

QWhat is Ray Dalio's view on the role of AI in addressing or exacerbating the structural problems facing the United States?

ADalio sees AI as a double-edged sword with three primary impacts. Positively, it could significantly boost productivity, potentially creating the income needed to alleviate debt burdens. However, it also exacerbates wealth inequality by concentrating gains and displacing jobs, creating social and political friction. Furthermore, AI's power can be weaponized for harm by nations or malicious actors, increasing geopolitical and security risks. He believes the net effect of these forces is uncertain and will contribute to a period of major disruption.

QWhy does Ray Dalio believe the US fiscal deficit is particularly difficult to solve in the current political climate?

ADalio argues that reducing the fiscal deficit is a technical necessity but has become a political impossibility. The core issue is that any solution requires a combination of tax increases and spending cuts, which directly touches the question of 'who pays more and who gets less.' Politicians from both parties believe that to win elections, they must promise not to raise taxes on their constituents and not to cut their benefits. This makes the deficit a reflection of deep-seated wealth and interest distribution conflicts, paralyzing the political system from taking necessary corrective action.

QIn the context of a potential decline in US dominance, what does Ray Dalio predict about the future of the US dollar and potential alternative safe-haven assets?

ADalio does not predict an immediate replacement of the US dollar by another currency like the Chinese yuan. He distinguishes between a currency's functions: he expects the Chinese yuan to be used more as a medium of exchange in trade, but he is skeptical it will become a major store of wealth due to historical precedents. His key point is that all fiat currencies face devaluation pressure. In such an environment, he believes the primary beneficiary for wealth preservation will be gold, which has a millennia-long track record and is already the second-largest reserve asset for central banks.

QWhat fundamental conditions does Ray Dalio say are necessary for a country, including the US, to regain health and stability according to historical patterns?

ADalio states that for any country to be healthy and avoid decline, three fundamental conditions are necessary: 1) Educating children well to be capable, productive, and civil citizens. 2) Fostering an orderly society where people can cooperate, boost productivity, and share in prosperity. 3) Avoiding war, both civil and international. He argues that the US is currently performing poorly on these fundamentals, particularly pointing to education gaps and a lack of civility, which are the true determinants of long-term national strength.

Lectures associées

Pourquoi l'expression "année de matérialisation de la puissance de calcul IA" comporte-t-elle un piège ? — Comprendre les quatre étapes franchissables entre le "signal politique" et les "commandes réelles" en un seul article

Vous avez sûrement rencontré l’affirmation « 2026 est l’année du déploiement effectif de la puissance de calcul IA nationale ». Pourtant, le terme « déploiement » mérite examen. En réalité, le passage des « signaux politiques » aux « commandes réelles » rencontre quatre seuils distincts, souvent confondus, ce qui peut induire une erreur de jugement. Premier seuil : les achats politiques. Il est largement ouvert en 2026, avec des commandes massives de puces comme les Huawei Ascend 950PR par des géants technologiques, soutenues par des financements publics. Mais acheter du matériel n’est pas l’utiliser. Deuxième seuil : le déploiement réel. Une fissure s’ouvre, notamment avec DeepSeek V4, modèle de niveau mondial entraîné et déployé exclusivement sur l’écosystème chinois Huawei, prouvant sa viabilité. Mais si les scénarios leaders sont opérationnels, l’adoption par la majorité des entreprises est encore en cours. Troisième seuil : la maturité de l’écosystème logiciel. C’est le seuil le plus étroit et le plus critique. Le fossé entre l’écosystème mature CUDA de Nvidia et le framework chinois CANN reste considérable. Bien que l’adaptation de haut niveau (comme DeepSeek) fonctionne, la base de développeurs et la réduction des coûts de migration pour les PME nécessiteront encore 1 à 2 ans. Quatrième seuil : la reproduction à grande échelle. C’est l’état final du « déploiement », où des milliers d’entreprises moyennes pourront utiliser la puissance de calcul nationale de manière transparente. Ce seuil n’est pas encore ouvert en 2026 et pourrait l’être vers 2027-2028, nécessitant des solutions clés en main pour les entreprises aux ressources IT limitées. En conclusion, parler d’« année du déploiement » n’est exact que pour le premier seuil (achats). Les seuils suivants, surtout la maturité logicielle et la diffusion de masse, prendront plus de temps. La synergie profonde entre DeepSeek V4 et le calcul national représente néanmoins le signal industriel majeur de 2026, transformant la question de la « faisabilité » en celle de la « capacité de production ».

marsbitIl y a 3 mins

Pourquoi l'expression "année de matérialisation de la puissance de calcul IA" comporte-t-elle un piège ? — Comprendre les quatre étapes franchissables entre le "signal politique" et les "commandes réelles" en un seul article

marsbitIl y a 3 mins

BNY s'associe à des entreprises clés pour développer la garde de crypto-actifs aux Émirats arabes unis

BNY, plus grande banque dépositaire mondiale avec 59 400 milliards de dollars d'actifs sous garde, s'associe à Finstreet Limited et à la ADI Foundation pour développer une infrastructure régulée de conservation d'actifs numériques de qualité institutionnelle à l'Abu Dhabi Global Market (ADGM). Cette initiative, une première pour une banque systémique mondiale américaine aux Émirats arabes unis, débutera par la garde de Bitcoin et d'Ethereum avant de s'étendre aux stablecoins et aux actifs tokenisés. Chaque partenaire joue un rôle distinct : BNY apporte son expertise mondiale en garde, Finstreet Limited (filiale de l'International Holding Company) fournit son écosystème de marché numérique licencié, et la ADI Foundation contribue avec sa blockchain souveraine de niveau 2, ADI Chain. Le choix de l'ADGM est stratégique, ce marché étant reconnu pour son cadre juridique de common law attrayant pour les institutions. Ce développement s'inscrit dans un contexte où les Émirats construisent activement leur propre infrastructure numérique souveraine, comme en témoigne le lancement d'un stablecoin adossé au dirham. Pour BNY, il s'agit de bâtir l'infrastructure financière du futur, signalant que les infrastructures régulées d'actifs numériques dans le Golfe sont désormais une réalité en construction.

bitcoinistIl y a 37 mins

BNY s'associe à des entreprises clés pour développer la garde de crypto-actifs aux Émirats arabes unis

bitcoinistIl y a 37 mins

Trading

Spot
Futures

Articles tendance

Qu'est ce que $S$

Comprendre SPERO : Un aperçu complet Introduction à SPERO Alors que le paysage de l'innovation continue d'évoluer, l'émergence des technologies web3 et des projets de cryptomonnaie joue un rôle central dans la façon dont se dessine l'avenir numérique. Un projet qui a attiré l'attention dans ce domaine dynamique est SPERO, désigné comme SPERO,$$s$. Cet article vise à rassembler et à présenter des informations détaillées sur SPERO, afin d'aider les passionnés et les investisseurs à comprendre ses fondations, ses objectifs et ses innovations dans les domaines du web3 et de la crypto. Qu'est-ce que SPERO,$$s$ ? SPERO,$$s$ est un projet unique dans l'espace crypto qui cherche à tirer parti des principes de décentralisation et de la technologie blockchain pour créer un écosystème qui favorise l'engagement, l'utilité et l'inclusion financière. Le projet est conçu pour faciliter les interactions entre pairs de nouvelles manières, offrant aux utilisateurs des solutions et des services financiers innovants. Au cœur de SPERO,$$s$, l'objectif est d'autonomiser les individus en fournissant des outils et des plateformes qui améliorent l'expérience utilisateur dans l'espace des cryptomonnaies. Cela inclut la possibilité de méthodes de transaction plus flexibles, la promotion d'initiatives dirigées par la communauté et la création de voies pour des opportunités financières via des applications décentralisées (dApps). La vision sous-jacente de SPERO,$$s$ tourne autour de l'inclusivité, visant à combler les lacunes au sein de la finance traditionnelle tout en exploitant les avantages de la technologie blockchain. Qui est le créateur de SPERO,$$s$ ? L'identité du créateur de SPERO,$$s$ reste quelque peu obscure, car il existe peu de ressources publiques fournissant des informations détaillées sur son ou ses fondateurs. Ce manque de transparence peut découler de l'engagement du projet envers la décentralisation—une éthique que de nombreux projets web3 partagent, privilégiant les contributions collectives plutôt que la reconnaissance individuelle. En centrant les discussions autour de la communauté et de ses objectifs collectifs, SPERO,$$s$ incarne l'essence de l'autonomisation sans désigner des individus spécifiques. Ainsi, comprendre l'éthique et la mission de SPERO reste plus important que d'identifier un créateur unique. Qui sont les investisseurs de SPERO,$$s$ ? SPERO,$$s$ est soutenu par une diversité d'investisseurs allant des capital-risqueurs aux investisseurs providentiels dédiés à favoriser l'innovation dans le secteur crypto. L'objectif de ces investisseurs s'aligne généralement avec la mission de SPERO—priorisant les projets qui promettent des avancées technologiques sociétales, l'inclusivité financière et la gouvernance décentralisée. Ces fondations d'investisseurs s'intéressent généralement à des projets qui non seulement offrent des produits innovants, mais qui contribuent également positivement à la communauté blockchain et à ses écosystèmes. Le soutien de ces investisseurs renforce SPERO,$$s$ en tant que concurrent notable dans le domaine en rapide évolution des projets crypto. Comment fonctionne SPERO,$$s$ ? SPERO,$$s$ utilise un cadre multifacette qui le distingue des projets de cryptomonnaie conventionnels. Voici quelques-unes des caractéristiques clés qui soulignent son unicité et son innovation : Gouvernance décentralisée : SPERO,$$s$ intègre des modèles de gouvernance décentralisée, permettant aux utilisateurs de participer activement aux processus de décision concernant l'avenir du projet. Cette approche favorise un sentiment de propriété et de responsabilité parmi les membres de la communauté. Utilité du token : SPERO,$$s$ utilise son propre token de cryptomonnaie, conçu pour servir diverses fonctions au sein de l'écosystème. Ces tokens permettent des transactions, des récompenses et la facilitation des services offerts sur la plateforme, améliorant ainsi l'engagement et l'utilité globaux. Architecture en couches : L'architecture technique de SPERO,$$s$ supporte la modularité et l'évolutivité, permettant une intégration fluide de fonctionnalités et d'applications supplémentaires à mesure que le projet évolue. Cette adaptabilité est primordiale pour maintenir la pertinence dans le paysage crypto en constante évolution. Engagement communautaire : Le projet met l'accent sur des initiatives dirigées par la communauté, utilisant des mécanismes qui incitent à la collaboration et aux retours d'expérience. En cultivant une communauté forte, SPERO,$$s$ peut mieux répondre aux besoins des utilisateurs et s'adapter aux tendances du marché. Accent sur l'inclusion : En proposant des frais de transaction bas et des interfaces conviviales, SPERO,$$s$ vise à attirer une base d'utilisateurs diversifiée, y compris des individus qui n'ont peut-être pas engagé auparavant dans l'espace crypto. Cet engagement envers l'inclusion s'aligne avec sa mission globale d'autonomisation par l'accessibilité. Chronologie de SPERO,$$s$ Comprendre l'histoire d'un projet fournit des aperçus cruciaux sur sa trajectoire de développement et ses jalons. Voici une chronologie suggérée cartographiant les événements significatifs dans l'évolution de SPERO,$$s$ : Phase de conceptualisation et d'idéation : Les idées initiales formant la base de SPERO,$$s$ ont été conçues, s'alignant étroitement avec les principes de décentralisation et de concentration sur la communauté au sein de l'industrie blockchain. Lancement du livre blanc du projet : Suite à la phase conceptuelle, un livre blanc complet détaillant la vision, les objectifs et l'infrastructure technologique de SPERO,$$s$ a été publié pour susciter l'intérêt et les retours de la communauté. Construction de la communauté et engagements précoces : Des efforts de sensibilisation actifs ont été entrepris pour construire une communauté d'adopteurs précoces et d'investisseurs potentiels, facilitant les discussions autour des objectifs du projet et recueillant du soutien. Événement de génération de tokens : SPERO,$$s$ a organisé un événement de génération de tokens (TGE) pour distribuer ses tokens natifs aux premiers soutiens et établir une liquidité initiale au sein de l'écosystème. Lancement de la première dApp : La première application décentralisée (dApp) associée à SPERO,$$s$ a été mise en ligne, permettant aux utilisateurs d'interagir avec les fonctionnalités principales de la plateforme. Développement continu et partenariats : Des mises à jour et des améliorations continues des offres du projet, y compris des partenariats stratégiques avec d'autres acteurs de l'espace blockchain, ont façonné SPERO,$$s$ en un acteur compétitif et évolutif sur le marché crypto. Conclusion SPERO,$$s$ se dresse comme un témoignage du potentiel du web3 et de la cryptomonnaie pour révolutionner les systèmes financiers et autonomiser les individus. Avec un engagement envers la gouvernance décentralisée, l'engagement communautaire et des fonctionnalités conçues de manière innovante, il ouvre la voie vers un paysage financier plus inclusif. Comme pour tout investissement dans l'espace crypto en rapide évolution, les investisseurs et utilisateurs potentiels sont encouragés à mener des recherches approfondies et à s'engager de manière réfléchie avec les développements en cours au sein de SPERO,$$s$. Le projet illustre l'esprit d'innovation de l'industrie crypto, invitant à une exploration plus approfondie de ses nombreuses possibilités. Bien que le parcours de SPERO,$$s$ soit encore en cours, ses principes fondamentaux pourraient en effet influencer l'avenir de nos interactions avec la technologie, la finance et entre nous dans des écosystèmes numériques interconnectés.

101 vues totalesPublié le 2024.12.17Mis à jour le 2024.12.17

Qu'est ce que $S$

Qu'est ce que AGENT S

Agent S : L'avenir de l'interaction autonome dans Web3 Introduction Dans le paysage en constante évolution de Web3 et des cryptomonnaies, les innovations redéfinissent constamment la manière dont les individus interagissent avec les plateformes numériques. Un projet pionnier, Agent S, promet de révolutionner l'interaction homme-machine grâce à son cadre agentique ouvert. En ouvrant la voie à des interactions autonomes, Agent S vise à simplifier des tâches complexes, offrant des applications transformantes dans l'intelligence artificielle (IA). Cette exploration détaillée plongera dans les subtilités du projet, ses caractéristiques uniques et les implications pour le domaine des cryptomonnaies. Qu'est-ce qu'Agent S ? Agent S se présente comme un cadre agentique ouvert révolutionnaire, spécifiquement conçu pour relever trois défis fondamentaux dans l'automatisation des tâches informatiques : Acquisition de connaissances spécifiques au domaine : Le cadre apprend intelligemment à partir de diverses sources de connaissances externes et d'expériences internes. Cette approche double lui permet de construire un riche répertoire de connaissances spécifiques au domaine, améliorant ainsi sa performance dans l'exécution des tâches. Planification sur de longs horizons de tâches : Agent S utilise une planification hiérarchique augmentée par l'expérience, une approche stratégique qui facilite la décomposition et l'exécution efficaces de tâches complexes. Cette fonctionnalité améliore considérablement sa capacité à gérer plusieurs sous-tâches de manière efficace et efficiente. Gestion d'interfaces dynamiques et non uniformes : Le projet introduit l'Interface Agent-Ordinateur (ACI), une solution innovante qui améliore l'interaction entre les agents et les utilisateurs. En utilisant des Modèles de Langage Multimodaux de Grande Taille (MLLMs), Agent S peut naviguer et manipuler sans effort diverses interfaces graphiques. Grâce à ces fonctionnalités pionnières, Agent S fournit un cadre robuste qui aborde les complexités impliquées dans l'automatisation de l'interaction humaine avec les machines, préparant le terrain pour d'innombrables applications en IA et au-delà. Qui est le créateur d'Agent S ? Bien que le concept d'Agent S soit fondamentalement innovant, des informations spécifiques sur son créateur restent insaisissables. Le créateur est actuellement inconnu, ce qui souligne soit le stade naissant du projet, soit le choix stratégique de garder les membres fondateurs sous le radar. Quoi qu'il en soit, l'accent reste mis sur les capacités et le potentiel du cadre. Qui sont les investisseurs d'Agent S ? Étant donné qu'Agent S est relativement nouveau dans l'écosystème cryptographique, des informations détaillées concernant ses investisseurs et soutiens financiers ne sont pas explicitement documentées. Le manque d'aperçus publiquement disponibles sur les fondations d'investissement ou les organisations soutenant le projet soulève des questions sur sa structure de financement et sa feuille de route de développement. Comprendre le soutien est crucial pour évaluer la durabilité du projet et son impact potentiel sur le marché. Comment fonctionne Agent S ? Au cœur d'Agent S se trouve une technologie de pointe qui lui permet de fonctionner efficacement dans divers environnements. Son modèle opérationnel est construit autour de plusieurs caractéristiques clés : Interaction homme-ordinateur semblable à l'humain : Le cadre offre une planification IA avancée, s'efforçant de rendre les interactions avec les ordinateurs plus intuitives. En imitant le comportement humain dans l'exécution des tâches, il promet d'élever l'expérience utilisateur. Mémoire narrative : Utilisée pour tirer parti des expériences de haut niveau, Agent S utilise la mémoire narrative pour suivre les historiques de tâches, améliorant ainsi ses processus de prise de décision. Mémoire épisodique : Cette fonctionnalité fournit aux utilisateurs un accompagnement étape par étape, permettant au cadre d'offrir un soutien contextuel au fur et à mesure que les tâches se déroulent. Support pour OpenACI : Avec la capacité de fonctionner localement, Agent S permet aux utilisateurs de garder le contrôle sur leurs interactions et flux de travail, s'alignant avec l'éthique décentralisée de Web3. Intégration facile avec des API externes : Sa polyvalence et sa compatibilité avec diverses plateformes IA garantissent qu'Agent S peut s'intégrer sans effort dans des écosystèmes technologiques existants, en faisant un choix attrayant pour les développeurs et les organisations. Ces fonctionnalités contribuent collectivement à la position unique d'Agent S dans l'espace crypto, alors qu'il automatise des tâches complexes en plusieurs étapes avec un minimum d'intervention humaine. À mesure que le projet évolue, ses applications potentielles dans Web3 pourraient redéfinir la manière dont les interactions numériques se déroulent. Chronologie d'Agent S Le développement et les jalons d'Agent S peuvent être encapsulés dans une chronologie qui met en évidence ses événements significatifs : 27 septembre 2024 : Le concept d'Agent S a été lancé dans un document de recherche complet intitulé “Un cadre agentique ouvert qui utilise les ordinateurs comme un humain”, présentant les bases du projet. 10 octobre 2024 : Le document de recherche a été rendu publiquement disponible sur arXiv, offrant une exploration approfondie du cadre et de son évaluation de performance basée sur le benchmark OSWorld. 12 octobre 2024 : Une présentation vidéo a été publiée, fournissant un aperçu visuel des capacités et des caractéristiques d'Agent S, engageant davantage les utilisateurs et investisseurs potentiels. Ces jalons dans la chronologie illustrent non seulement les progrès d'Agent S, mais indiquent également son engagement envers la transparence et l'engagement communautaire. Points clés sur Agent S Alors que le cadre Agent S continue d'évoluer, plusieurs attributs clés se distinguent, soulignant sa nature innovante et son potentiel : Cadre innovant : Conçu pour offrir une utilisation intuitive des ordinateurs semblable à l'interaction humaine, Agent S propose une approche nouvelle de l'automatisation des tâches. Interaction autonome : La capacité d'interagir de manière autonome avec les ordinateurs via une interface graphique signifie un bond vers des solutions informatiques plus intelligentes et efficaces. Automatisation des tâches complexes : Avec sa méthodologie robuste, il peut automatiser des tâches complexes en plusieurs étapes, rendant les processus plus rapides et moins sujets aux erreurs. Amélioration continue : Les mécanismes d'apprentissage permettent à Agent S de s'améliorer grâce à ses expériences passées, améliorant continuellement sa performance et son efficacité. Polyvalence : Son adaptabilité à travers différents environnements d'exploitation comme OSWorld et WindowsAgentArena garantit qu'il peut servir un large éventail d'applications. Alors qu'Agent S se positionne dans le paysage Web3 et crypto, son potentiel à améliorer les capacités d'interaction et à automatiser les processus représente une avancée significative dans les technologies IA. Grâce à son cadre innovant, Agent S incarne l'avenir des interactions numériques, promettant une expérience plus fluide et efficace pour les utilisateurs à travers divers secteurs. Conclusion Agent S représente un saut audacieux en avant dans le mariage de l'IA et de Web3, avec la capacité de redéfinir notre interaction avec la technologie. Bien qu'il soit encore à ses débuts, les possibilités de son application sont vastes et convaincantes. Grâce à son cadre complet abordant des défis critiques, Agent S vise à mettre les interactions autonomes au premier plan de l'expérience numérique. À mesure que nous plongeons plus profondément dans les domaines des cryptomonnaies et de la décentralisation, des projets comme Agent S joueront sans aucun doute un rôle crucial dans la façon dont la technologie et la collaboration homme-machine évolueront à l'avenir.

767 vues totalesPublié le 2025.01.14Mis à jour le 2025.01.14

Qu'est ce que AGENT S

Comment acheter S

Bienvenue sur HTX.com ! Nous vous permettons d'acheter Sonic (S) de manière simple et pratique. Suivez notre guide étape par étape pour commencer votre parcours crypto.Étape 1 : Création de votre compte HTXUtilisez votre adresse e-mail ou votre numéro de téléphone pour ouvrir un compte sur HTX gratuitement. L'inscription se fait en toute simplicité et débloque toutes les fonctionnalités.Créer mon compteÉtape 2 : Choix du mode de paiement (rubrique Acheter des cryptosCarte de crédit/débit : utilisez votre carte Visa ou Mastercard pour acheter instantanément Sonic (S).Solde :utilisez les fonds du solde de votre compte HTX pour trader en toute simplicité.Prestataire tiers :pour accroître la commodité d'utilisation, nous avons ajouté des modes de paiement populaires tels que Google Pay et Apple Pay.P2P :tradez directement avec d'autres utilisateurs sur HTX.OTC (de gré à gré) : nous offrons des services personnalisés et des taux de change compétitifs aux traders.Étape 3 : stockage de vos Sonic (S)Après avoir acheté vos Sonic (S), stockez-les sur votre compte HTX. Vous pouvez également les envoyer ailleurs via un transfert sur la blockchain ou les utiliser pour trader d'autres cryptos.Étape 4 : tradez des Sonic (S)Tradez facilement Sonic (S) sur le marché Spot de HTX. Il vous suffit d'accéder à votre compte, de sélectionner la paire de trading, d'exécuter vos trades et de les suivre en temps réel. Nous offrons une expérience conviviale aux débutants comme aux traders chevronnés.

1.5k vues totalesPublié le 2025.01.15Mis à jour le 2025.03.21

Comment acheter S

Discussions

Bienvenue dans la Communauté HTX. Ici, vous pouvez vous tenir informé(e) des derniers développements de la plateforme et accéder à des analyses de marché professionnelles. Les opinions des utilisateurs sur le prix de S (S) sont présentées ci-dessous.

活动图片