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Host of Top Traders Unplugged
Welcome to Top Traders Unplugged in Markets. Success doesn't come from predicting what happens next. It comes from being prepared for what you can't predict. In each episode, we go deep with some of the world's most thoughtful minds in investing, economics and beyond to understand how they think, how they prepare and how they decide and the experiences that shaped how they see the world. No noise, no. No shortcuts. Just real conversations to help you think better and invest with confidence.
Nils Karstrum Larssen
Welcome or welcome back to this week's edition of the Systematic Investor series with Jim Kassang and I, Nils Karstrum Larssen, where each week we take the pulse of the global market through the lens of a rules based investor. Jim, it is really wonderful to be back with you this week. It's been a, it's been a little while. Have you been, been great.
Jim Kassang
Spring in Chicago, you know, a lot of wild things going on both in the, the geopolitical and systematic world. So busy, busy, busy. But things, things are great.
Nils Karstrum Larssen
Absolutely. You look great. You, you. We are both wearing vests today. I think you picked the wrong one. I feel bad I didn't wear your vest.
Jim Kassang
Yeah.
Nils Karstrum Larssen
But there we are. Oh my God. You can make up for that another time, I'm sure.
Jim Kassang
I do love that vest.
Nils Karstrum Larssen
I'm just, I'm just teasing here. Anyways, before we dive into some really important topics that you brought along and we've got. Yeah. Quite to go through, I was just curious as always, kind of what's been on your or what's come across your radar the last few weeks. Maybe nothing really to do with, with the topics we're going to talk about, but just something you find interesting at the moment that caught your attention.
Jim Kassang
Yeah, I think, I think the, you know, the biggest things right now that are not kind of maybe in the mainstream are, are really thinking about, you know, how much of what's happening is geopolitical versus orchestration. And I think this understanding of reality, this ability to once upon a time put this general conspiracy world in a corner and think about things rationally. Now, what is a conspiracy? What is not? The line is so blurred. That's the nature of truth is really probably the biggest thing that's on my mind and I think we'll dive into that in some way or another. But I think there's certain things happening in the last two weeks to three weeks, so very short period that really, really start breaking down some of those things.
Nils Karstrum Larssen
No, I'm excited about that. What's been on my radar is not. Well Some of it is very serious. The first thing was not that serious, but then again, it's kind of giving you a hint of where the world is going. I just saw a headline that actually there is now a robot that has set the world record for a half marathon. So imagine that it has beaten the fastest man on earth in a half marathon. And all they did, and I say all in quotation, was they just specifically focus on developing it, on just doing one thing that was to run instead of these things that can do a lot. But anyways, that's pretty, pretty amazing. Another thing that was pretty amazing to watch. And I have to admit, I did not watch all of it. I only saw some headlines. And so it might be very biased from the media outlet, of course, but I could not help seeing some of the headlines from Kevin Walsh hearing and specifically the questions that Elizabeth Warren was posing to him. You know, this is really not a political statement as such, because it could go both ways for sure. But I just found it to be challenging to watch someone who will take perhaps the most important job in finance and not really being willing to answer some fairly simple questions.
Jim Kassang
Speaking truth. Right?
Nils Karstrum Larssen
Yeah, yeah, yeah. So maybe we, maybe we need to leave it there. But. And only to say to people that if you have not watched it, you should. It tells you a lot about where some of these things are going.
Jim Kassang
Yeah. To be direct, because I don't think we need. We should dance around it, you know, to at this point challenge whether the, the election, the last, you know, the 2020 election was rigged or not. It's a, it's a farce. We all know that. It's well documented. I don't think we need to dance around whether that's truth or not anymore. Right. It wasn't even close. And, and, and so that narrative, not being able to answer the very simple truth there as a, as a fact speaks to the lack of independence of, of that of worship and, and the nomination there. And he was prompted many, many times about that. And, and so clearly we. I'm not saying that that position was never political. Right. I want people that's the responsibility. Like, well, it's always been political. And yes, true, to some extent, but at least the mirage of some level of independence. Right. Which I believe did exist. Not just a mirage, but maybe some even there was, you know, some level of independence to political outreach is clearly broken down dramatically.
Nils Karstrum Larssen
But here's something that maybe I also took away from it. You know, there's the political side, but, you know, as we, as you Said they're all political appointments in some ways. The other thing I found to be kind of interesting was just the, all the comments about Stanley Druckenmiller and his relationship with Stanley Drucken. I mean, there's nothing wrong to learn from the best, for sure. But when he was asked about whether maybe some of his own financial assets that he has to offload would be, quote, unquote, you know, parked in with some other billionaires.
Jim Kassang
We will talk about this at length.
Nils Karstrum Larssen
Oh, we'll come back.
Jim Kassang
But the thing I want to point out, which we're going to get to just a little teaser, is we once had a Treasury which in theory was there to deal with monetary operations and some basic term, keep the terms, keep the plumbing going. It was more infrastructure with a little bit of management on the edges. The adoption of Besant, a hedge fund manager as the Treasury Secretary and another hedge fund manager now as the head of the Federal Reserve says all you need to know about trying to battle on outcomes of markets and understand full outcomes of markets themselves in an attempt to pressure supply and demand in those markets. Right. On equal footing to hedge fund managers and others. And I think that's the real story here. This is no longer about infrastructure or money supply. It is about managing out outcomes as aggressively as possible and the coordination between those two. So we will, we will get one. I think that's the key, the key story.
Nils Karstrum Larssen
Yeah. Another article that came through my radar this week is one by Gregory Soccerman, who famously wrote the book about the medallion fund, if I'm not mistaken, and Wall street journalist and he was writing an article about the, you know, the rise of QIS strategies. Now we've touched upon it in the last few episodes on the, on the show, but it is extraordinary to see how large this industry is. Certainly a lot larger than the CTA industry. I mean, they're quoting numbers where they say that Goldman Sachs alone manages 175 billion billion in QIS funds. I don't know, I can't verify these numbers. I'm sure Wall Street Journal can, but, but that's massive. I mean, that's half the CTA official CTA industry just by one firm and this only. And this is only 5% of their overall assets, of course. So, yeah, huge.
Jim Kassang
Yeah. So this is the big takeaway and it's one we've touched on before, but I want to just hammer on it because it is the most important thing possible. The growth for the last four years. Now we've been talking about it for four years we talked it started of non correlated strategies, right. We're taking it tripling to quadrupling now. And the, and again I, we talked about this in terms of precious metals, in terms of crypto as assets, but importantly hedge fund assets. And all these went from straight line, much like precious metals and hedge fund assets were kind of very much straight line to rocket ship, right? This is not some secular growth story that just has been happening over time. There is a dramatic shift, what I would constitute a regime change in terms of demand for things that allow a move away from a stock and bond world. And the biggest, what I call a technology or infrastructure or a way to do that is to deploy these, whether it's options, right. And structured product like non linear strategies or again non correlated kind of combination strategies. This is the cheat code. We have never in the history of this world seen one of these regimes which was likely coming as we've talked about, where these things are available to the masses. And we've seen the gold and, and you know, the gold part that was alone. But now all these other tools are entering the sphere and their adoption and need are clear. But when you talk about the size and scale that you're talking about, by the way, this applies to trend following CTAs, this applies to QIS strategies, option structured products, all of these things. When you look at the size and scale, it seems crazy, but it is such a small sliver relative to the whole asset management world. Again $500 trillion of the whole asset management world, those like the long assets primarily. And this sliver which I, you know, if you take precious metals and crypto in which you could argue has nothing to do with these other ones, right. Has gone from essentially 6 trillion to 20 trillion and again depending on where you cut those. It's my estimation, I've been saying this for some time, is that number is going to go to 100 trillion plus. And you could argue if this goes on for 10, 15 years like I think it will, it could eat the whole, you know, it could become closer to 50% of that whole market. It is a superior way to invest on a risk adjusted basis. Risk didn't matter. It was complicated. Easier to sell a simple product number, go up to people and do it at low cost. But the second risk matters and particularly interest rates become a problem, that whole landscape changes. So that's what's happening. QIS is a subplot within that story and we can get into the details of whether QIS is going to be the long term winner. I actually have a separate opinion of what's going to be a long term winner. One that I'm betting on personally. Yeah, but we can, we can talk a lot more about that.
Nils Karstrum Larssen
No, absolutely. I thought it's very interesting. One other thing I took away from the article, I just thought it was kind of interesting is that the chief investment strategist at American Red Cross actually says that his organization now largely relies on these type of strategies. Now as both you and I are obviously involved in the alternative investment space and I know you're building, you know, your, your, your wealth management business on, on slightly different things and quote unquote qis. But but alternative investments are definitely something we both believe in and we will talk much more about for sure. I think that was pretty much it. The only other thing, and this is not for something we need to debate was just another article where I, I noticed that Byron Gilliam who, who I like to to see from time and time, I think he writes about all sorts of interesting things. But he did mention in a recent article about how big the another industry that's growing a lot is the sports betting industry in the US and how it kind of has an impact on, on the investment industry as well. Because every time you, you know, money goes to to betting it's going away from somewhere. And he says that, you know, he, there was a study from 2024 that found that financially constrained household for $1 of sports betting it cuts their net investment by an estimated $3 actually. So it has a very negative impact for certain parts of the demographics. Anyway, let's move on. We've got so much to cover from a trend following point of view. Let me just mention that Q2 has started on a strong footing after a solid Q1. Some of the same themes we're seeing equities now back in vogue of course with a very strong April so far. We also see good trends in, in what you mentioned, gem metals, both precious and base metals are doing well and of course energies continue to be an interesting place to be for trend followers so far this year and a few select currencies. The, the. The really one big sector that's challenging for for us is really the fixed income sector. It keeps gyrating from long to short signals and, and we'll see where we go. But right now it looks like our industry is kind of more of an inflationary stance, so more of a negative bias on fixed income markets. But we'll see what happens. My own trend barometer finished yesterday at 48, so that's a little bit of a neutral reading, but on the more positive side of neutral I would say as Of Tuesday, the beta 50 index was up 43 basis points in April, up almost 8% so far this year. Such and CTA index up 55 basis points, up a little bit more than 8% so far this year. Soc Gen trend index up 36 basis points, up 7.5% this year. And the Short Term Traders Index, even though they have a they had had good moments, they're now a little bit behind, but they're still up 32 basis points in April, up 4.74% so far this year. Big winners of course, in April. MSCI World up 8.85% as of last night, now up 5% for the year. The S&P US Aggregate Bond Index up only 64 basis points in April and that's pretty much also what it's up so far this year. And then the S&P 500, 500 a whopping 9.39% in April and that brings it to positive territory for the year, up 4.65% so far this year. With that done, we still have three quarters of an hour with you, Jim, and we're going to dive into some topics that you brought along and of course they are to a large extent, you know, geopolitical, at least from the outset and I'll try and and also bring in some, some questions along the way. But set the stage and tell us where you want to go and what the big picture is and let's dive into some of these more details.
Jim Kassang
Yeah, I think the story that is not being told nearly enough is, you know, there's this dramatic departure between narrative and kind of what's happening behind the scenes. If you were to lay out the facts and just strip away Twitter commentary or just verbal kind of commentary that daily, multiple times a day from the administration. These are some of the facts, the main facts. One in the last two weeks, call it three weeks, there have been an emergency meeting on cyber security and threats. There have tied to the CLAUDE release and all the things that have happened there. There have been an emergency meeting on private credit where they've convened all and these are 08 level emergency everybody, all the leaders in the Oval Office tomorrow type, you know, meetings. Okay. These are not typical things that you see. At the same time there has been a increase in the proposed, and not just softly proposed, an actual on the floor proposal of 50% increase in the US military budget to 1 1/2 trillion dollars. GM and Ford in the US have been asked to rev. Been brought in and asked to rework supply chain, not supply chain, sorry, manufacturing for military production. We have, we have also had Hank Paulson, the former Treasury Secretary, come out and talk about a need to prepare for potential lack of demand for US Treasuries, prepare an emergency kind of a solution to meet that issue. Meanwhile, we have seen in since this ceasefire. I use air quotes if you can't see the screen right. We have seen a dramatic uptick in military equipment being sent to the region. The, some of these have begun to start before the ceasefire. But you've seen a 60, 70% increase of troops and infrastructure brought to the region since the beginning of the ceasefire. And this is in terms of daily volume as well of flights in and out. So there has been a dramatic uptick. Not a, you know, a ceasefire would imply a slowing down of a ceasing of firing operations and military operations. The exact opposite is what has happened. I am not trying to imply anything. I'm giving facts. Okay. These are the facts.
Nils Karstrum Larssen
And can may I ask, just because people might ask, where are these facts coming from? You know, where do you find these?
Jim Kassang
Each of them are kind of independent, but a lot of them, the, the GM and Ford, these, a lot of them are public knowledge, I would say. But I don't think anything other than maybe the troop information is, is, is very clearly public. But, but again I'm happy to, to send over the, the troop information. That, that's pretty clear as well. So anyway, so the, the point here is there are preparations.
Nils Karstrum Larssen
Yeah,
Jim Kassang
when I say preparations, attempts to buffer potential risk. And there's an acceleration in those preparations in multiple facets which by the way is smart at this point. Honestly us a little late to be preparing. You know, you should go to war and then prepare. You prepare beforehand. I think China's been preparing for five years. But, but I do think the, the preparations and the acceleration, the frenetic acceleration of those preparations is, is abundantly clear. I would argue as well that the market action, and this is the part that will become a little bit more controversial, is also a preparation. We have talked at length here that the most, the, the largest driver of liquidity in the world is, is markets themselves. It's not the Federal Reserve. It, it's not the QE that you see that the Federal Reserve has done. It's, it's not the treasury itself, which by the way is also buying back 15 billion, bought $15 billion back in treasury is the biggest ever in one day yesterday which are Also, so liquidity is being, you know, why are we pumping liquidity into the market when markets are at all time highs and just rallied 13% in 14 days? Yeah. So there's, there's actual liquidity. But more important than that is as we've talked about a, you know, call it $250 like trillion dollar equity market, global equities. Right. You know, you pump that 13% and that's a $37 trillion collateral boost. And to start that and we'll get into the actual mechanics on why I feel like this is, you know, I'm not just speculating on coordinated. Now we'll get into the details of why I believe that's the case. But I want to just make the clear point that that also is a preparation. It's smart. You put me as a hedge fund manager into the treasury and, and we're making preparations for what's coming. One of the first things I'm going to do is, is talk about how we need to boost equity prices and how we need to create a buffer right. To potential risk that's out there from a liquidity perspective in the markets. And so we can get into the details. But that itself I see as a preparation, there is a. When you create a squeeze, you take CTAs and trend followers, you force them to buy back into the market. You force a short volatility squeeze, a short interest squeeze, which clearly there was in there for obvious geopolitical reasons. If you can force that, if you can do that, which they have orchestrated this, you create under demand underneath the market. Right. That needs to buy back over a short period of time. And you also create higher collateral values and to do it, by the way, starting March 30th at the end of the quarter to allow balance sheets to market higher prices also buys you three months.
Nils Karstrum Larssen
Just on that point. Actually, it's an interesting point because further down in my notes for today, I did make a screenshot of. I think she's called Caitlin McCabe from the Wall Street Journal that had a tweet out a few days ago and these are comments that I don't personally think are great or necessarily correct, but she was quoting Goldman Sachs saying In the next three days, CTAs are likely to buy $86 billion worth of exposure and equities. So exactly to your point, that's certainly some of the narrative that I noticed as well.
Jim Kassang
Yeah, the flows can be manipulated. There are clear. This is part of what allows me to do some of the prediction I do. Right there is a clear supply, demand reaction function. If you understand what you're doing to different strategies and the bigger ones. And these have all grown, the volume strategies, the ball supply, the CTA and trend following, all these things we just talked about are growing and those flows are manipulable. If, if you can, if you're big enough and you can, I mean, obviously you and I can't manipulate them, but if you're big enough and you can drive narrative, you can do tremendous things there. And I think it's becoming clear, clearer, at least to me, given how clear this manipulation is, that this has also been a hallmark of what happened last April and this is a clear process that they're following. And, and again, nobody wants to be the crazy tinfoil hat guy calling, you know, for, but this is the problem with, with what's happening nowadays. It's, and, and, and again, it's smart. This is not an indictment of Trump in the administration. If you are, we're going to war. Right. All is fair in love and war. Right. And, and this is not about fairness, you know, but I, but if you think these aren't fair free markets, that's another story. And, and you have to model the incentives and what's happening based on the players at the table. And the players at the table are much more aggressive and using very different tools than they ever have. And you better be aware of it.
Nils Karstrum Larssen
Yeah, Interesting, interesting. Well, why do we go next then?
Jim Kassang
Well, I'll add some facts to that because I did say, well, we might as well do that while we're here.
Nils Karstrum Larssen
Okay.
Jim Kassang
The part that makes it clear to me that this is structure manipulation is not just the obvious multiple date time tweeting through the day, particularly right before the market open, right before the market close, which are the critical moments. Okay. It is also importantly the, you know, if you take 24 hour period on, from towards the end of the day, March 30th into the evening into March 31st, close of trading. Okay, what, what are the, what, what happened there? If we were to zoom in, we had a tweet from the Trump administration. Very odd, right? That was Great Depression picture. Right. And, and talking about, you know, like insinuating that some type of Great Depression's happening, clear fear and inducing tweet with no explanation, followed almost immediately by a tweet that said something along the lines of the end of a civilization, you know, is coming, blah, blah, blah, blah.
Nils Karstrum Larssen
Right.
Jim Kassang
I mean, if you put those tweets out of all the tweets, I mean, but a Lot of crazy ones. Those are by definition fear inducing. And what we saw coming into that day, actually those, those were on the. I apologize. Going into the 30th and the night before morning on that day, volume exploded and the market continued its second kind of steep, steep decline. That was a manufactured fear that was directly a result of those tweets and the threats and all of that. Right then within 24 hours a complete reversal tweet. That is peace in our time. Not like hey, we might be reaching a peace deal. Oh, they're which by the way all was dispelled by Iranians and all other media afterwards. But, but we have a full peace deal and we've reached peace in our times. Clearly if you look at the history since then, you go back and you, there's no one that's going to say that that tweet was representative of reality of some type of peace. So both of those things were clear dramatic over exaggerations of the circumstances. And why do you do 1, 2 dramatically like great Depression, end of a civil end of like great civilization playing nuclear. Right. And then within 24 hours do that. And by the way, why do you do it into the end of the quarter? It's pretty obvious, right? And the price action tells you all you need to know. We had a V bottom by the way. It's almost identical to what they did last April, which is 150% tariffs on the world, fear inducing ball expansion, decline capture shorts. We, we have a deal.
Nils Karstrum Larssen
Yeah.
Jim Kassang
And, and the result is a V bottom. And that's, that's how it works. You expand volatility, you capture shorts and then you change the narrative 180 degrees. That's what happens. And so again you put me in that situation. I'm not, this is not an indictment and you know, I have a mandate to try and support the market in a situation where we believe things are going to get more stressful in the oil market and broad geopolitical. And we are, we know because we have the information that we need to put more pressure, escalate this, this, this conflict to g an outcome that we wanted. What am I going to do? Same exact thing. And by the way, these guys are hedge fund managers. They get it. Okay. These are not academics. And so what's clear to me and what's clear to me since then is a continued. Once they capture shorts and the CTAs get going, the squeeze, the vault compression comes in. Now the key is to keep it going and that's a much easier thing. Than to induce the voice. And so what you've seen since then is an orchestrated daily flow, right. Of well timed information to continue to orchestrate a continuation of that squeeze. And so when you see the things like this is historic, we have never seen a rally like this ever not come from some dramatic decline in markets. We've seen things that you can kind of generally not exactly, this is still historic even in the context of those things. But you've seen out of 0809 short covering rallies and you know, given all the short interest and things and you know, in 0809, some of them by the way also orchestrated like we saw with the short covering ban in September 8th, by the way, that happened on September expiration, that was also orchestrated. But we've seen these things in the past, but they've always been in a crisis when coming from a major decline, we've never seen a 5 to 10% decline in markets. And then this type of a rally, it doesn't exist in the data set. You can look at 100 years, 125 years of data, it doesn't exist. So that historic nature is very much tied to the historic nature of the orchestration within markets, which I don't think we've ever seen. And I don't think enough people talk about this and I think people know it and people like talk about ah, this is manipulated market, blah blah, blah. But it gets sweeped under the rug as if it's like these are the tinfoil hat guys talking about, yeah, it's not fair. And I'm not saying it's not fair. I want to be clear, this is not sour grapes. Like this is not some guy who's short who's like, oh, this market is manipulated. No, I'm quite factually telling you they are manipulating the market. And by the way, you should take advantage of it or you should put it in your, you know, your algorithm. You can't trade this market without that incentive and understanding that that's the reality. So need to say it out loud and understand it and see it for what it is. Okay, now what do you do under those circumstances? Understand that the geopolitics is likely continuing to get worse, that the, that the crisis geopolitically is not coming to an end. But if you're drawing a line between that and then the market reacting one to one with that without some other, the main person sitting on the other side of the table reacting, knowing that, then you're living in a very naive trading world. You have to understand that the geopolitics will likely get worse. So things like oil, et cetera, those will be hard to control, particularly non US wti. We can get into what's likely to happen there. I really think that there's going to be a continued expansion between WTI and Brent and others. There was an expansion that reduced. I think one of the easier trades out there is get convexity to that expansion because the US is going to continue to control what it can on that end. And I think there's this clearly to me points to a continued long standing right, you know, conflict that that's not about to end any anytime soon. But also know that, that there's going to be an aggressive attempt to, to control the market outcomes in the context of that in the ways that the administration can and for indexes. That's definitely a place where that's possible.
Nils Karstrum Larssen
Sure. I mean you mentioned that even back in the great financial crisis and surely before that markets are manipulated and obviously some administrations are better at it maybe than others.
Jim Kassang
It's not apples to apples. I want to be clear. Those were emergency situations under.
Nils Karstrum Larssen
That's what I wanted to ask you about actually is the difference you see from the kind of manipulation you're observing now versus what you've seen prior to this, what, what feels different to you. And one other thing that I was just going to mention is, you know, manipulating with a quote unquote, a peace deal that's not so easy. Meaning because there are two sides to the deal,
Jim Kassang
it's easy.
Nils Karstrum Larssen
So it's kind of a break.
Jim Kassang
Clearly. It's, it's, there's no negotiations happening really. I mean Iran just sent drones to push back the blockade and with some success.
Nils Karstrum Larssen
Sure.
Jim Kassang
There's, there's a kinetic conflict and they just laid new mines across the street of Hormuz within the last 24 to 48 hours as a part of that. So that's another thing that's not being talked about. The drones came in, pushed back the blockade and allowed the minesweepers come in, lay new mines. And, and so we're getting to more and more elevated like the Iranian National Republican Guard is now running the country.
Nils Karstrum Larssen
Right.
Jim Kassang
There's no negotiation. There's no entity that, that's really willing or even in the negotiation possible. Right. They're very clear what they want and that is not a negotiation. So, so this whole facade of a negotiation is just not happening. There's no actual negotiation. And this is what we've talked about since the beginning. This is not really a negotiation with Iran anyway, it's a negotiation with China.
Nils Karstrum Larssen
Right. That's kind of the next thing. Yeah.
Jim Kassang
And, and China is not going, this is the Strait of hormones and China is not going to let the US Control if they get oil or not. And, and the US Is the whole point of this whole exercise is not the nuclear. I mean again, maybe for Israel and we're supporting Israel, but largely the incentives of the US Is to control the flow of oil to China. That's what this is about. It's become clear, we talked about it before more publicly. Like they've said it out loud now. Right. It was not out outlined out loud with the start it But Rick Scott, like all the go through all the core, you know, it's publicly being talked about now that that's the clear goal of what's happening. And the blockade as the primary thing right now is also, you know, why are we blockading the Strait of Hormuz? Like why is that the primary. You know, think about it. Why are we blockading straight over booze. We're trying to get the oil flowing. If that's the goal. Why are we blockading the Strait of Hormuz? And, and the answer is, you know, again, they're saying, well, you know, to pressure the Iranian. And by the way, there's some truth to this true pressure, the shut in of Iranian production. And if they shut in enough, they don't have enough storage so they have to shut it off and they can't start it back up. And that's. That's true. And that will hurt Iran. But the goal here is again to stop Iran sending oil to China and more importantly controlling that, that flow of oil very large in the homeless.
Nils Karstrum Larssen
Yeah. And of course this is happening like a month before Trump is going to China to talk to them. So is this all about just the art of the deal, having leverage when he goes to China?
Jim Kassang
Listen, the art of the deal is essentially the law of the jungle. Asserting power and trying to create leverage to get your outcomes. You can call it the art of the deal. And, and you know, paint some really the goal here is there is a tremendous amount of leverage. We want certain outcomes and we are going to assert military and economic and any power we can to achieve those outcomes. The important part is what outcome are we trying to achieve and who are we negotiating with? And I'm telling you the outcome we're trying to achieve is a control of the flow of oil, whether it goes to China and what the terms of that are. And we're negotiating with China and if you think that, okay, that's great. If, if you think we're going to win that negotiation in some way, like how, and, and, and you think, you think that that's a simple negotiation, do you think China's just gonna say okay or, or no?
Nils Karstrum Larssen
Right.
Jim Kassang
We went in there to change an outcome. The outcome was not what the US Wanted. China doesn't want that outcome changed. I'm guessing there's an impasse. And the answer is power and continued conflict. This is not a battle with Iran. That's the big picture idea. This is a proxy war, much like Russia, Ukraine is a proxy war
Nils Karstrum Larssen
fight.
Jim Kassang
Okay? And the second you begin to realize that all of this, and this is what we've been talking about for years, by the way, it's just accelerating step by step. If you can't see it, I don't, I can't help you. There is a major source of conflict that's happening. That is not the minor conflicts. These are minor conflicts in the context of a much bigger war. Okay? That's what the Greenland thing's about. That's what Venezuela is about. That's what Ukraine, Russia is about. That's what Iran is about. They're all connected by that fabric. And to look at this as some naive story of we want regime change in Iran. We want it, we're finally doing it to get the nuclear.
Nils Karstrum Larssen
No.
Jim Kassang
Right. This is critical. The most critical oil passageway in the world. The reason we're blockading it and they're trying to blockade it is because we're battling over who's going to control it. It's that simple. Who's going to control it? And do you think China is going to be okay with the US Controlling it? And the answer is absolutely not. So this is not over until that gets somehow determined. And by the way, the reason US Is willing to do that is because actually, for them, the worst case is it stays closed. The worst case for the US Is the Strait of Hormuz stays closed. That's what the blockade's all about. And that is a better outcome than all of the oil, 40% of oil flowing through the Straight or moves to China because it doesn't affect the U.S. and again, this is why Trump is saying these things out loud. The US had bigger issue, like reputational issues, allies, all kinds of things to potentially lose and get into why they're willing to risk that or not and whether they should do that or not. But from just a simple risk, game of risk, real politic perspective, US Was not okay with that amount of, you know, they needed leverage. The art of the deal. You want to talk about the deal? The art of the deal is where's your greatest source of leverage and how do you deploy it. Greatest source of leverage for the US vis a vis China is energy markets and the petrodollar. That's what this is about.
Nils Karstrum Larssen
So let's assume you're right. Where does that take us? Where does that take us? As maybe not so much as a globe, but as investors. What are the things that the markets are completely underpricing in this scenario.
Jim Kassang
So in the short term, market is a voting machine. In the long term, the market is a weighing machine. And now that voting machine is being managed and manipulated in supply and demand and very smartly so by the biggest hedge fund in the world, let's call it what it is, who is trying to force outcomes and achieve optimal outcomes for itself, which is the administration of the US So you have a push pull of one bigger structural set of geopolitical pressures and a attempt to counteract that in markets by the entity that is forcing those geopolitical outcomes. You tell me how that turns out. These are the biggest questions. What I can tell you is it likely creates what I've called a sumo market on steroids, which is massive. You know, you think the pressure is underneath as the tectonic plates were big before. You know, the tectonic plates here are price of oil potentially going to 150, 200 in, you know, outside the U.S. and remaining at 90 in the U.S. right. You, you're seeing, you know, the tectonic pressures here are likely to show like mass starvation. And you know, you know, if we, in year from now, when the next planting season comes through because of fertilizer prices, massive breakdown in supply chains, all kinds of really dramatic historic outcomes, while at the same time administration trying to control markets and having more tools at its disposal than ever, more control than ever to do so. And so for me that looks like building pressure. Right. For a quarter or two.
Nils Karstrum Larssen
Right.
Jim Kassang
Generally an ability to control the outcome and then an eventual shift in those tectonic plates, which leads to. Which was the risk that was there all along, presenting itself in price eventually. Now how do you manage when you're trying to manage a market for day to day, week to week, month to month and there's all of this underlying risk? Well, you have to, you have to take some bigger structural, long term risk management approach because things in a more longer term are very inexpensive given the amount of risk and realities underneath the hood in the short term, be very active and dance on the tip of a pin, knowing that the macro is bad and going to get worse, and the responses for the administration are going to come in before the morning open and before the close to try and manage those outcomes, both from a more traditional liquidity perspective, whether it's the 15 billion buybacks from treasury or whether it's worse on what he's going to be doing. And the context of also, you know, also tweeting and front running those tweets to help squeeze and push outcomes, et cetera. And there's a lot of money to be made if you build this construct and you understand generally these push, pull and you play in and out with these, with these pressures. So you got to be active in the short term, but take some big long term structural convex bets that are, that are, I would say, a year plus out.
Nils Karstrum Larssen
So, you know, we'll come back to this and kind of talk about these things. But when I was listening to these sort of potential disastrous outcomes that you were mentioning, and I'm certainly not saying that it couldn't happen, but, you know, it was reminding me about a conversation you and I recorded just after the Ukrainian war started with Peter Zayan. And Peter, I mean, he's wonderful with narratives. And I remember he was talking about within six months, Boeing and Airbus, they won't be able to build any planes. There won't be any of whatever metals they were relying on. The corn in Ukraine is gone, or the wheat, whatever it was. So, you know, there are all these, you know, sensational negative outcomes, so to speak. And, you know, we're five years in, Airbus and Boeing still build planes. We still get, you know, corn. In fact, you could argue that Russia is getting more for their oil now, not because we want it, but because of other events. So I'm not disagreeing. I'm just saying that. And in a sense, because we are going through the fourth turning, I mean, I'm kind of expecting something really, really bad to happen, as you and I have talked about many times. And also the timing of it, the US turning 250 years old. I mean, there are lots of things that could really fit into a big, big moment in history. But I also kind of, maybe for my own insanity, want to keep, like an optimistic view where I'm thinking something's going to happen that will avoid us from this. And this could also. We could say the same thing about AI by the way, where we think, oh, this is going to be, you know, mayhem. And I'm Kind of hoping that, again, we're going to find solutions. How do you balance that in your mind? And what would make you a little bit less worried, by the way?
Jim Kassang
I completely agree with you. I think that's what I'm saying, actually trying to stay. I think people have a. If you have a kind of intellectual lens from which you're listening to what I'm saying, versus a little bit more emotional. Good, bad. Right. I'm telling you that they are going to continue to manage this.
Nils Karstrum Larssen
Right.
Jim Kassang
I'm saying things are going to get worse and worse, but we're going to muddle through because they know what they're doing.
Nils Karstrum Larssen
Yeah.
Jim Kassang
And.
Nils Karstrum Larssen
But you saw. But can I. Again, sorry to interrupt, because I think this is critical. And again, I don't want to be political because that's really not the purpose of it. But I was listening to an episode with one of our previous guests, Dimitri Kofinas, and he had an interesting conversation recently with a Financial Times columnist or journalist, and I think it was called Edward Luce. And he made this point about that Democratic administrations, they are very procedural. They take time, they plan, but nothing really gets done. Right. Then you have the current administration. Probably not very procedural, but, you know, things happen. And I'm not entirely sure what. Which kind of administration would you like to have in this situation? Someone who does a lot of planning but maybe not a lot of execution, or someone who does very little planning and a lot of execution?
Jim Kassang
Neither. Both.
Nils Karstrum Larssen
And is that, do you think, where we.
Jim Kassang
Oh, well, speak softly, carry a big stick, be aggressive, deploy leverage, do it quietly, do it.
Nils Karstrum Larssen
Sounds like another country than the US you're talking about here.
Jim Kassang
It was the US Once upon a time. That's a quote that comes from U.S. president. Right.
Nils Karstrum Larssen
All right. Okay.
Jim Kassang
Speaks about carry a big stick, and I think that's Teddy Roosevelt. Right.
Nils Karstrum Larssen
Okay.
Jim Kassang
The reality is that was build allies, work together, deploy real geopolitical leverage with force if needed. Be aggressive to turn the course of history if necessary, but do it in a way where you don't shoot yourself in the foot as you do it, and. And maintain, you know, a mass. Maintain the moral high ground. You know, all these things are critical. And so my indictment for the Trump administration is actually not that they're not. I've told you it's smart that they're managing markets. I actually believe that this is generally a tactical. Good, great move vis a vis China. I also think it is a time personally to confront China. I've said that for five years on this show. Right. I don't disagree with the real politic and the geopolitical. It's just the lack of rigor and preparation and deploying it in the smartest way. Long term there are dramatic negative consequences for the US as we've seen. You're undermining the, the exorbitant privilege of the US dollar. It's your most important asset. You're losing potential allies and losing the moral high ground. You can do both. We have and the US done both for a long, long time. But yeah, the milkitoast democratic institutions who are unwilling to often take those more aggressive stances to do the things that need to be done in the hard times is also a problem.
Nils Karstrum Larssen
Yeah.
Jim Kassang
And so it's honestly a problem with the system, the structural breakdown and too much control being given to one executive in the current system. And we can get into all the reasons for that. I think we've talked about.
Nils Karstrum Larssen
No, I want to get back to your train of thought and your outline. I didn't want to completely interrupt it, but I do think these are, are important nuances to understand all of these things.
Jim Kassang
Yeah, critical. No, and great questions and great, great points. I mean again, I, I, I'm not here, it sounds like I am anti Trump in some way and that's just because Trump's the current president and some of the things he's doing are, are against the best interests of the outcomes they're trying to achieve. But I want to be clear, there's also certain things they're doing from a pure power perspective. They're very transactional, you know, from a, from a just statistic like a strategy perspective. Again, if we're playing a game of risk, I get it and I actually tend to agree with the things they're doing. It's not a game of risk. We're not on a board where there's, there's a lot soft power is more powerful than hard power on certain, in certain ways, especially over the long term and not over the short term. And those things are critical. If you can't take that second degree thought from just like, you know, strong, we powerful have leverage. Bang bang country on head, you know, you're going to end up with a worse outcome. And so you can be strong and smart. You know, real power isn't always yelled from a microphone.
Nils Karstrum Larssen
Very true.
Jim Kassang
And so I think that's my point there. And anyway, we went on again a little bit of a political or kind of strategy perspective. But yeah, but I also, I want to go back to your thought before, which I think is Very, very important, which is, you know, we're talking about markets as top traders unplugged. If you're talking about short term outcomes, we are going to muddle through. This is a boiling of the pot of a fourth turning. You can see everything we've talked about for five years. If you go listen to the podcast and talk about, you know, what we, they're all happening. Every single piece of it is happening. Markets though are at all time highs. And that doesn't change the reality of what's happening. And I think that's what I'm talking about. There is this dramatic deportation of the realities of what's happening in the world and markets. But that is not a bug, it is a feature. That is a feature of what's happening because the liquidity and the administration's incentives are particularly as we go into a period of risk to try and create that liquidity and that support. The question is things will eventually, probably longer than you think, almost always is, get worse and become the dimensions of control will break down, which is happening over time, some of it reflexively because people like myself will notice what's happening and speak to it and people will believe it less and that, you know, there will be some more balance in, in, in the reactions to those things. But those, those things still will matter. And again, we could be at this for years. Things could get dramatically worse. To your point, we could go another five years down this road. Things could get dramatically worse. You could see the dispersion, the oil prices, all the things underneath the hood, but the indexes and the world could continue to, to levitate in, in odd ways because the incentives are there for, for these outcomes. If you want, you know what is the most important thing that happened this week? We went through a lot of things, Hank Paulson coming out and saying we need to prepare basically for the biggest QE that's ever happened on the planet to help backstop the US down. That's a detriment. He's saying out loud that we need to prepare for the reality that we can no longer find buyers for our debt and we need to buy our own debt. That's what Hank Paulson said. The fact that I didn't get more press, the ex Treasury Secretary is just
Nils Karstrum Larssen
going to say what is Hank Paulson doing today? Because I haven't heard his name for many years.
Jim Kassang
Well, that's the amazing thing, right? And you better believe that that's a trial balloon. I'll call it what it is because Hank Paulson is not coming and Speaking to the public, saying those things without conversations.
Nils Karstrum Larssen
True.
Jim Kassang
With the Treasury. Yeah, he, he literally is the guy who came out in 0809 saved, you know, created the, this, you know, the, the liquidity to help. And, and you know, that's a, first of all a, a threat to the market, which is this is the draggy, whatever it takes.
Nils Karstrum Larssen
Right.
Jim Kassang
Speech. But proactive, which they know they need to be. That's also why they're manipulating market proactively as opposed to waiting like a wait where it's like then they have to do it when things get bad. They are getting ahead of it. They are being proactive. That's smart. But so, so part of what, what Hank Paulson's saying there is, hey, we're going to deploy the biggest bazooka of all times if, if, you know, if this thing happens and we're going to start preparing for it.
Nils Karstrum Larssen
Right.
Jim Kassang
But it's also a threat to help prevent it because the best offense is a defense. If you, if you prepare the bazooka, you don't ever have, you probably don't have to ever use it. Right. But, but the big idea is if it ever happens, then you, they're basically tell you what they're going to do. And the more we have a clear path now to understand what that is, that's part of why markets are still up as well. Again, this is part of the whole medication or whatever. But I think that's the most important thing that happens with a lot of crazy things happen every week and this week more than usual. But, but the fact that there's not more of a conversation about that Hank Paulson interview and, and what he said there, I think is, is probably the, the biggest thing that's not spoken about. And what that tells me is inflation. We've talked about this, you know, debt jubilee reality coming at some point being the only way out. Well, you're starting to see the actual quiet part out loud and, and what the path out of this is likely to be,
Nils Karstrum Larssen
do you think? And, and now we're obviously completely just guessing, but I mean, do you think this means that large correction in equities are kind of called off? Because we know they're there, they're thinking, they're preparing. However, we also know that if it really is inflationary, then at some point equities do tend to react once we get to a certain level of interest rates, certain level of inflation, is that what we're just going to sit and wait for? Yields hitting 6,7% in the long end you know, the new Fed chairman having to disappoint Trump and not lower rates or I mean, how do you, how do you, has this changed or how has this changed your thoughts on, on the future path?
Jim Kassang
These, by the way, future path. We're talking five plus years, right, on this stuff. Because these are the big, big. This is not one week, two week, one month, right. The pressures are as follows. And the highest probability path over the next five, 10 years, it falls, write it down, come back, let's talk about five years, okay? But it is a situation where there is a buyer strike and interest rates are going higher on the back end of the curve tied to fiscal spending, increase in government spending, on military breakdown and all the things we've talked about for a long time, the increasing global conflict, commodity prices continuing to surge, all the things by the way, we foresaw, I want to be clear, that are only going to get worse. But those structural inflationary pressures are going to be clearly, this is what Paulson and everybody's saying is going to be managed. We are going to do what amounts to Project Twist or you know, what the Japanese did in terms of buying, you know, we're going to monetize our debt, we're going to buy all the debt and take it in house and then eventually go poof. We don't actually have to go poof. It'll just sit there, owned by us and it, and work its way off in 30 years or whatever it will. Right. It's just a line item on the, on the balance sheet owned by the same entity. So, so that's where we're going. Now. If you can control the 10 year bond, you can control the equity market. And if you keep those yields low enough, then, then great. Now the problem here, the problem that the thing that nobody talks about is inflation will do its thing regardless of what that 10 year bond will do. Actually, ironically, it'll do, it'll be worse because you're unnaturally keeping that 10 year bond lower. So over some period of time, once we get down that path and the more and more the treasury and the Federal Reserve are going to force that 10 year lower and accordingly support markets, we are going to go more and more down this path like they saw in the 70s, right, where eventually the whole world will front load demand because of inflation, drive more growth, A and B, everybody, every hedge fund manager, you know, there's a very financialized world. Every private equity shop will buy anything pinned down that has a fundamental value at interest rates that are lower because you Know, relative to if you have a negative real rates, what's the incentive? The whole world is going to borrow money, leverage, right. And buy things that are pinned down, that are going to inflate, kind of drive asset inflation more commodity. This is a reflexive loop. The reason you cannot forever control a long end of the curve is because just like anything you pin something unnaturally, even if you're the United States, eventually it forces a reflexive breaking of that, that unnatural kind of resistance. So, so the path here is inflation gets worse. The reality is the world, it takes time the US Respond because it's a, it's a situation it has to manage. Otherwise the, the market collapses and there's all kinds of issues. So it naturally does what Japan did, does what all the incentives, the only way out controls that long end. And eventually controlling that long end leads to more and more inflation, which eventually is a monetization of the debt itself, by the way, but, but eventually leads to a breaking of a forcing of those interest rates higher. And when that oz. And when that actually happens and the administration has to say well, we can no longer continue to hold these long end down, we have to raise interest rates. That's when the, the cap gets out in the back. That's how this is going to play out. I mean I've talked about it for five years. That's where we're heading. It's going to take another however many years because we haven't yet seen that second spike of inflation. We saw the first one. Told you second one's coming. Here it is. But, but you know, again, this is a muddled path as you highlighted. And they're going to attempt to control. They're, they're showing more and more that the attempts to control it are not just subtle, they are explicit. Right. And that's in equity markets as well as bond markets. That's what the Hank Paulson comment is about. The introduction of WARSH is also the Arthur Burns moment. Right. We're going to come in and you know, we're going to cut in a political way all of this is. We've seen this playbook. We see the incentives, we see where the way out is. So the big picture to me is quite clear now. The path there, right, with the administration, entities are very powerful who are incentivized to control the outcomes as long as they can is not as clear.
Nils Karstrum Larssen
So I want to slowly start to wrap up. I want to make sure there's nothing else you want to say. But I do want to bring up one Topic question you mentioned, I think in the beginning, another thing that you had noticed and I think it was relating to anthropic and I don't know what it is, but when it comes to AI, something inside me, even though I'm not an AI expert at all, and I hear both arguments, I hear the fear of AI, maybe I feed it a little bit myself, but I also hear the people talking about all the opportunities, all the great things it's going to do. And one might say that if there's one thing it could potentially do would be to help with inflation because we're going to be able to do more without having to hire armies of people and whatever. Is there anything in this scenario that you are thinking of or any of scenarios? I'm sure there are many of them. Or how do you incorporate, let me put it like that, how do you incorporate AI into this geopolitical world? Right. Because I don't think we can ignore it.
Jim Kassang
No, absolutely can't ignore it. And by the way, we just had a wonderful conversation on you Got Options where Lynn Alden about this topic is part of it. So definitely go check out that conversation. But I will tell you that there's a reason that Warsh is talking about AI and the deflationary pressures. That's the big argument. There's no way for me to tell you 100% this is a new technology. It is different this time in a sense, but it's always different this time. And the one thing I can tell you is that I don't know what the, how fast that deflationary pressure will be. But what I can tell you is in history there has been, we may think this is the greatest advancement in speed at the time the, the wheel was the greatest advancement. Speed unfathomable in terms of how much dramatic change it made. It's just all relative to the moment you're at. And since the beginning of time, the thing that people don't think enough about, they focus on the technology and its effects because that's the first order effect. People don't think enough about the system, the machine that it all operates within and the natural flex of effects of that. It is not a coincidence that AI and this technological boom is happening right as populism and the breakdown of global borders. Everything we've talked about that leads to this fourth turning always comes with a technological boom at the same time because the supply side economics, the natural system that we've deployed. Right. That we deploy comes with a technological evolutionary advancement. But it's A winner take all system. And that leads to vulnerability of the masses and hence the populist impulse. AI is a creation of zero percent interest rates. It's a creation of pumping dramatic amounts of money into a venture capital system and sending all stimulus to push us through this period to the top. The net result is globalization, technological development. So right as we're at this extreme moment of, of technological advancement and it's going to change the world, we're also at the highest moment of populism. And if you think populism itself at this moment is not going to try and tear down the effects of AI and how it's tearing apart society, you're living in a very one dimensional world or two dimensional world where you're not looking at the, the complex system and the reflexive effects of it.
Nils Karstrum Larssen
Absolutely.
Jim Kassang
So, so my view is very clear that people are overestimating the deflationary impact of this. Not because it's not deflationary, but because they're not thinking about the inflationary impacts of the populism and the reflexive effects on, on AI. If you think people are going to just willy nilly go to, hey, we'll just, you know, we'll just let AI take all the jobs. We'll just let you know, and, and we'll just take a, a check. By the way, checks themselves are inflationary. Right. If we're going to just take all this output and just push it back to the people of bottom, you're going to get inflation. I don't care about the deflationary forces. But, but the reaction during Plato's time is what matters. And the generational demands politically is what matters. The real only question to me is is, is, is will the will of the people be seen. And again we talk about that with Lyn Alden on you Got Options, you know, are we going to full authoritarianism where the will of people will be maybe circumvented? And that can happen. And so, and so if AI is allowed and by the way, more real than people realize, especially with the entry of Palantir and David, you know, Peter Thiel and you know, we'll see what happens with the Vice President of the United States and if he becomes president, but, but if AI becomes instrumentally, you know, used for, much like it is in China, right, for, for watching and controlling, obviously we know that the tools are there to go more full authoritarians. But that's a whole nother conversation. But if the incentives are seen much as they, as they have within the democratic history of the US and even a bit prior, the incentives are clear. The question is only, you know, will, will those incentives and the will of people be, you know, be seen and will it be seen specifically?
Nils Karstrum Larssen
Yeah, well, let's leave it there for today. But in addition to plugging your recent conversation with Lynn Alton, which everybody should go and, and watch, it's, it's brand new, just came out. I would actually also mention our conversation with Peter Atwater because it touches on some of the other things and, and the K shaped economy and how a lot of the things you mentioned today will affect, will affect the masses and then what happens then? So there's definitely a lot of. Yeah, relevant conversations to be listened to. Anyways, before we wrap up, let me just mention that in order to get more people to listen to Jim, I would suggest that you appreciate all the efforts that's going into producing these conversations by heading over to your favorite podcast platform and leave a rating and review. It really does help and it also actually cheers us up that we can see the people enjoying the content. So I would certainly recommend that and also recommend you that you actually follow the podcast. It turns out that you know when, when you follow a podcast, you are more likely to be shown the relevant content for you. So I would recommend you doing that. Next week. I'm joined by Mark. That will also be a very insightful conversation. Different topics of course, but do send your questions to the usual email infobtradersonblock.com and I'll make sure I bring them up with Mark from Jem and me. Thank you ever so much for listening. We look forward to being back with you next week. And until next time, as usual, take care of yourself and take care of each other.
Host of Top Traders Unplugged
Thanks for listening to Top Traders Unplugged. If you feel you learned something of value from today's episode, the best way to stay updated is to go on over to your favorite podcast platform and follow the show so that you'll be sure to get all the new episodes as they're released. We have some amazing guests lined up for you and to ensure our show continues to grow, please leave us an honest rating and review. It only takes a minute and it's the best way to show us you love the podcast. We'll see you next time on Top Traders Unplugged. This podcast expresses the views of its hosts and the guests appearing on the podcast as of the date of its recording, and such views are subject to change without notice. Top Traders Unplugged do not have any duty or obligation to update the information contained herein. Furthermore, Top Traders Unplugged make no representation to its accuracy and it shall not be assumed that past investment performance is an indication of future results. Moreover, wherever there is a potential for profit, there is also the possibility of loss this content is made available for educational purposes only and should not be used for any other purpose. The information contained in this podcast does not constitute and should not be construed as investment advice or an offer to sell or a solicitation to buy any securities or related financial instruments in any jurisdiction. Jurisdiction Certain information contained herein concerning economic trends and performance is based on or derived from information provided by independent third party sources. Top Traders Unplugged may believe that the sources from which such information are obtained are reliable. However, Top Traders Unplugged cannot guarantee the accuracy of such information and has not independently verified the accuracy or completeness of such information or the assumptions on which such information is based. This podcast, including the information contained herein, may not be reproduced, copied, republished or posted in in whole or in part in any form without the prior written consent of Top Traders Unplugged.
Episode: SI397: The Market Isn’t Free Anymore, It’s Being Managed
Host: Niels Kaastrup-Larsen
Guest: Cem Karsan
Date: April 25, 2026
This episode features a candid, in-depth conversation between host Niels Kaastrup-Larsen and Cem Karsan on the increasingly “managed” nature of modern financial markets. Karsan outlines how government intervention, coordination between institutions, and macro-level “preparation” have fundamentally changed market structure and dynamics. The discussion weaves in themes of geopolitical risk, regime change in financial strategies, the expanding role of QIS (quantitative investment strategies), and the interplay between technology (AI) and populist reaction, arguing that genuine ‘free markets’ are now a thing of the past.
Karsan and Kaastrup-Larsen illuminate the new market paradigm—a world of directed, managed outcomes where policy intent is not just signaled but implemented through sophisticated, market-moving strategies. Investors must recalibrate: recognizing that free markets are now largely theoretical, market volatility is often engineered, and the biggest “edge” is understanding the incentives of those now controlling the levers of power. The episode closes with a sobering reflection on how technology’s impact is always filtered through the political and social architecture that governs its use, warning that the “will of the people” remains a wild card even in an algorithmic age.