"Disciplined Systematic Global Macro Views" focuses on current economic and finance issues, changes in market structure and the hedge fund industry as well as how to be a better decision-maker in the global macro investment space.
Monday, August 31, 2026
The refined oil product market is global
Partial knowledge versus full knowledge and storytelling
Partial knowledge is more often victorious than full knowledge; it conceives things simpler than they are and therefore makes its opinion easier to grasp and more persuasive. - Nietzsche
Information overload exists. We don't want too much information because it gets in the way of the facts needed for a good story. Hence, there is an optimal amount of information: discard facts that aren't needed to tell a coherent story; yet if we have too few facts, we may miss what's critical.
Good decisions always start with: Do I have the right information? Do I have enough information? What will I do with the extra information? Am I being too simplistic? Am I making the problem too complex?
Back to basics on efficient frontier- it is not stable
The efficient frontier should be a well-defined curve when we have uncorrelated or negatively correlated assets such as stocks and bonds for the period 1986-2020. Yet, in the more recent post-pandemic period, it looks almost like a straight line. Investors have less risk as you move away from 100% stocks, but it is at the expense of return. You give up return by giving up risk in a nice, linear fashion. Bonds have not been a good investment, and the spread between stocks and bonds is at an all-time high. One could argue that this is not the time to increase stock exposure, but it is clear that those who followed the simple stock-bond allocation mix would have been disadvantaged.
The textbook trade-offs that we would like to see do not usually exist over short but meaningful time periods.
Friday, August 28, 2026
Saying good-bye to Treasury as a safe asset
So what about bond risk - MOVE index has moved lower

More on Treasury buyback operations
hat tip Kevin Coldiron - the ideas lab for graphic
The Treasury buyback program has received considerable attention, but some key foundational information is missing. The current buyback program has been in place since 2024 and can be broken into two parts: the cash management portion is conducted when seasonal tax receipts come due or when the TGA has excess cash to time debt retirement with cash available, and liquidity support buybacks that are tied to specific bonds to ensure that the Treasuries outstanding have added liquidity. We will see both cash management operations and liquidity support increasing, so there will be a larger active player in the bond market.
The amount of debt does not change. Additional bill issuance is used to retire old, less-liquid coupon debt in equivalent size. Yes, there may be more T-bills outstanding to stabilize trading in less-liquid coupons. It can be viewed as refinancing/composition operations. In some sense, buybacks are like the Operation Twist (2011-12) from the Fed because the supply of bills will increase while supply out the curve will decline.
The Fed has stopped its balance sheet runoff but still buys bills to provide ample reserves. The Treasury will issue more bills, so the Fed will buy some of those bills, which will ensure reserves do not change. In the short run, the Treasury may issue more bills, but it can also issue more on-the-run Treasuries to fund buybacks when it makes regular issuances.
Whether you like it or not, the Fed and Treasury will coordinate more. To some degree, these two will coordinate their actions.
The heat at Jackson Hole Fed meeting - not innovation but inflation
The Jackson Hole economic summit has an agenda set in advance, though it is released at the beginning of the conference. The conference agenda focuses on innovation and features some top-flight speakers. The agenda will be interesting, but the real talks will be in private or in the Q&A between the economists. Several Fed officials have spoken out on inflation; however, the audience will want to hear whether Chairman Warsh will clarify his policy thinking.
We will hear at 10 AM EST today.
Thursday, August 27, 2026
The sobering math of the US bond deficit
The fiscal primary deficit was 2.6% of GDP for FY2025, but the total deficit was 5.8%. We are away from the pandemic-era extreme deficits, but in a perfect world, some of those extremes should be reversed, not just reduced.
Bond Vigilantes are Global
Tuesday, August 25, 2026
Know your non-linear VIX behavior
This simple chart provides the rules of thumb when thinking about the VIX. The VIX and stock index returns aren’t linearly related, but they show clear non-linearities and breakpoints that investors should know. If the VIX is at extremely high levels, you should buy a return to normality. If the VIX is at extreme lows, it is time to cut positions.
One key issue is that the VIX is not normally distributed; it has a high positive skew. It is more likely that the VIX will stay below 20, with only a few large moves that push it above 40, so it is critical to be ready for extremes.
Druckenmiller - Vigilante or truth-sayer?
I have spent five decades trading on a simple premise: Markets aggregate information no committee possesses, and prices are how that information reaches decision-makers. The long-term Treasury yield is the most important price in the world. It is also the only fiscal disciplinarian the U.S. has left.
Every basis point of artificial yield suppression is a subsidy to procrastination. Suppressed long rates sugarcoat the interest-cost projections, shrink the apparent urgency, and let incumbents assure voters the debt is someone else’s problem.
Stan Druckenmiller WSJ opinion piece
Stan Druckenmiller had a few choice words for Treasury Secretary Bessent's changing buyback plan. The objective of the Bessent plan is not just to provide liquidity to the long end of the yield curve, but to try to bend long-term yields back to lower levels through buybacks that support bond prices. This is an attempt to stop the flood with a bucket. The fundamental problem is the size of government debt, and there is no solution.
The first quote is spoken like any true trend-followers: market prices aggregate and disseminate information. This is foundational to any market signaling,
The second quote focuses on the problem: the government just wants to lower the cost of the problem.
Saturday, August 22, 2026
Treasury buybacks - what does it mean?
Treasury buybacks - A history
Tuesday, August 18, 2026
Short-term trend trading and liquidity - stay away from small tick contracts
The paper, “Is Trend Still Your Friend: A microstructural account of the demise of short-term trend-following”, is important research on why trend-following may not work over short horizons. While trend-following seems to span time, there are exceptions. Since 2009, there has been no profit to be had from short-term trend trading. This paper documents the break in short-term trend trading and finds a reasonable explanation.
The paper tests four different explanations: 1. capacity constraints, 2. market electrification, 3. a change in CTA order flow interactions, and 4. microstructural changes. The authors find that the first three cannot explain the differences, but the volatility-normalized tick size can explain the change in profits. The trend profits fell on small-tick contracts but remain intact for large-tick contracts. Trend signals trigger directional trades. The market impact of these trades reinforces price movement. This feedback loop requires aggressive execution at reasonable costs, but it also causes market makers to withdraw from the trend, especially for small-tick contracts. Trend-following becomes unprofitable. Stick with the large ticks if you want to trade short-term.
Japan and the big carry trade
Hedge funds and Treasuries - An unholy alliance
Big losses - big mistakes in finance from leverage
There are some common themes when it comes to large losses in finance - leverage kills. We cannot say that it is always the case, but a review of the biggest trading losses seems linked to excess leverage. Too much risk with a surprise event, and you have a recipe for losses. This will happen with funds and financials, and if we dig into corporate losses, we will find a link to leverage. What is surprising is that we haven’t had more large losses, given the spike in rates after the long period of low rates.
We need risk management to protect ourselves from our leveraged behavior.
Monday, August 17, 2026
Fed balance sheet - More work to do
Peter Lynch on stop-loss
Selling your winners and holding your losers is like cutting the flowers and watering the weeds - Peter Lynch
Peter Lynch was not a quant or a trend-follower, so it may seem odd that he is talking about trend-following fundamentals, yet the premise of Lynch's argument is clear even for fundamental investors. Hold your good companies and get rid of the bad ones. This does not always have to be based on price. It may just be related to the underlying firm characteristics. However, the thought is always the same. Rid yourself quickly of those weeds and tend to your flowers.
Wednesday, August 12, 2026
The types of trend-following systems - choose what fits
A recent paper tries to develop a unified theory of trend-following by classifying trend-following into three groups; see “The science and practice of trend-following systems”.
The authors break trend-following into three types: European, American, and Time Series Momentum.
European trend-following is based on continuous weights using an EWMA filter. In this system, position sizes are proportional to the signal strength, with the number of contracts changing day to day.
American trend-following uses channel or breakout systems with binary position sizes, so exposure is fully allocated when a signal is on.
Time series momentum is based on the momentum of returns adjusted for volatility.
There are parameter specifications that will deliver similar risk-adjusted returns close to the SG trend index.
All of these trend-following systems are strongly correlated, yet there are differences in position-taking and signaling. The success of trend-following is based on the serial dependence of the underlying price series. Differences in performance will be related to differences in short- and long-term variance, and signals are related to an autocorrelation and drift term. Profits are related to an autocorrelation term even if drift is zero.
A benign inflation number - now what?
The important monetary policy information will come from the Jackson Hole conference and any headway from the five task forces reviewing policy. Chairman Warsh, if current behavior is a guide, is unlikely to tip his hand about policy at the Kansas City Fed confab, so the market will have to make decisions for itself on the direction of rates.
Tuesday, August 11, 2026
TIPS yields continue to move higher
It is not just nominal yields that are moving higher. Real yields have also been on a steep ascent, with levels at the highest in ten years. In fact, to get to these real yields, investors will have to look at data prior to the GFC. We are in a strong situation where real yields are telling investors that we have tight monetary conditions, yet inflation and nominal yields suggest that concerns about inflation are real. This places the Fed in a difficult policy environment and clearly is a reason for FOMC voting disagreement.
Monday, August 10, 2026
Yen intervention can buy time not a solution
AI investment follows other boom and bust cycles
Tuesday, August 4, 2026
Consumer sentiment not supporting market sentiment
Monday, August 3, 2026
Yen intervention will not change fundamentals
What makes me worry about the markets - August 2026
The markets are connected, and the message is not good:
1. The Korean tech bubble is bursting, and some return to normality; however, it is not done yet. US retail investors are net sellers. We just saw a US fund blow-up with Situational Awareness. It is a one-off, but investors need to realize that investor euphoria led to the excessive money flows.
2. Coordinated intervention in the yen market to stop a massive currency slide. Japan rates moving higher, so global fixed income is being reset.
3. Long-term Treasuries at levels not seen since 2007. Real rates continue to move higher. Housing market declines will continue given high mortgage rates. Cost of borrowing for all AI projects is going higher.
4. Consumer sentiment continues to move lower.
5. Continued war in Ukraine and the Middle East, which impacts the oil market. Oil inventories are reaching low levels.
















































