Friday, July 31, 2026

There's a Munger Quote For That

Some quick hits today.

By now you've probably heard about the hedge fund called Situational Awareness run by Leopold Aschenbrenner. He made an absolute fortune leveraging up to bet on all the AI-adjacent stocks that were leading markets higher before they started to rollover in June. The leverage that made him a genius on the way up destroyed the fund on the way down. 

The Old Rope Research blog was apparently a believer in Leo and then wrote this mea culpa. In there, he called Aschenbrenner Lumpy Leo, referring to lumpy returns and attributed a quote to Charlie Munger about "preferring a smooth 10% return to a lumpy 15%." That is a great and concise way to sum up what we are trying to do here. 

This chart from Bespoke Investment Group is insane to me. 


I may not have mentioned it before but I am not a fan of bond duration. 

Recently, I learned quite a bit about outsourced chief investment officers (OCIO) in my work with the Del E. Webb Foundation. Basically, OCIO is a fancy term for the type of specialized investment manager that is equipped to provide service to foundations and endowments. It may seem like I'm making fun of the term but not the work they do. 

I will have more about this later this summer but in talking to one firm, there was one quip that really made an impression. In wanting to stress the importance of the relationship and services provided, they said anyone can manage the money. 

A quick detour, "relationship and services" is very important, there are complexities that differ from a person just trying to save for and then navigate through their retirement. 

But we can still dissect the portfolios. Typically, there's a lot allocated to equities, 65% was a common number. That 65% would include maybe 10-15% in private equity. Firms will often manage public equity with active managers with maybe a small sleeve allocated to index funds. A common allocation to alternatives as diversifiers other than private equity would also be in the 10-15% range. Based on my small sample size, these firms don't seem too interested in doing much with actively managing fixed income which if correct more universally, surprises me. 

I pulled some information about returns and volatility of OCIO managed accounts from Grok for three years ending 03/31/2026.


There's nothing special about the endowment and foundations numbers. There's nothing wrong with them either but they don't refute the claim that anyone can manage the money.


Portfolio 1 attempts a very generic replication. ACWI at 65% involves two decisions; the weighting which is consistent with what many OCIOs do and including foreign with ACWI as opposed to domestic only. APHPX and QMHIX are intended to be the the alts sleeve mixing something that is hedge fund-ish and managed futures. The income sleeve has a little more thought to it. SRDAX is an income fund but it goes off the beaten path and FLOT requires deciding to avoid duration. 

I couldn't really tease out better OCIO data even trying multiple AIs but if a person working at an OCIO shop says anyone can manage the money and we can get similar returns to what OCIOs can achieve then this supports the idea that investors can get "institutional" outcomes with brokerage accessible funds. That's huge and did not exist 20 years ago. 

The result is a little better than what Grok found but isn't all that interesting actually. It tracks very closely to the more generic Portfolio 2 but with noticeably better compounding and slightly less volatility. Both are valid but not special. Inflation ran at 3.04% so both were better than CPI plus 5% which is good of course but that is a short window we're looking at and stocks did fantastically well over that stretch.

The information, analysis and opinions expressed herein reflect our judgment and opinions as of the date of writing and are subject to change at any time without notice. They are not intended to constitute legal, tax, securities or investment advice or a recommended course of action in any given situation. 

Thursday, July 30, 2026

CPI Plus 2.72%?

There's been a lot of attention lately to real yields on TIPS approaching 3%. These yields that Copilot found are probably stale by a few days but current enough for this post. 


We've talked more about the concept of real yields/return a few times lately. Generically, a real yield of 2% is considered a benchmark or sort of minimum standard. Real yields have been heading in the right direction from the perspective of investors for the last few years based on the UTEN ETF, which is not a TIPS product, but haven't been attractive.


This relates to recent posts where we've talked about foundations often seeking CPI plus 5% for an entire portfolio, the context of this is CPI plus almost 3% for a sleeve of the portfolio. The ten year and further out TIPS are still duration. If interest rates go meaningfully higher without a big step up in headline inflation then the prices of TIPS bought at 5.11% nominal/2.72% real will still go down a lot in price. If rates move higher along with noticeably higher price inflation, then the par value will be reset but it's sort of sequence thing for how much prices might drop as par increases teeter totter with interest rate sensitivities. 

Before going any further, if this sort of real yield appeals to you enough to allocate to TIPS, buy individual TIPS not ETFs or mutual funds. 

TIPS aren't my favorite. We can build a portfolio with a higher real yield that is far less volatile. I built this study;



I included TIP but there's not much information there, the duration is just under seven years. The real yield from the first table for a 20 year TIPS is 2.72%. The volatility of a 20 year TIPS should be similar to a 20 year regular bond and you can see the volatility of TLH which tracks 10-20 years. 

The specifics of the portfolio I built aren't important but a couple of details, 50% of it is FLOT which not a high yielding fund. It currently shows 4.53% on Yahoo Finance. The other half is split between 7 funds which each have 6-8% weightings to dilute the risk a bit. There is some volatility in the yield numbers flowing from the portfolio. 

In the context of CPI plus 5%, despite our result with the above income portfolio that has no equity exposure, you'd need a growth component (equities) to have a reasonable chance for CPI plus 5% for a longer period. 

Maybe you don't need that but if you do, even 20% equities should nudge up the plus X% number.

Adding 20% to equities and reducing the income positions proportionately had a total return for the period study of 11.27% and while that sounds good to me, it compounded 500 basis points less than a simple 60/40 portfolio. 

The information, analysis and opinions expressed herein reflect our judgment and opinions as of the date of writing and are subject to change at any time without notice. They are not intended to constitute legal, tax, securities or investment advice or a recommended course of action in any given situation. 

Wednesday, July 29, 2026

A Doozy Of A Day

This is a doozy of a quote from Torsten Slok via Bloomberg.


Here's how treasuries did on Wednesday. 

You can see most of the selling further out the curve happened as Kevin Warsh gave his press conference which was also a doozy. The respective drops in the seven year and five year is obviously less problematic.


Is the market doing the FOMC's job? Warsh sort of said that in the presser


The next batch are semiconductors, then broad tech, the S&P 500 and SPXT is the S&P 500 excluding the tech sector. From their respective highs in June, SOXX is down 27%, XLK is down almost 15%, SPY is down 3.8% and SPXT is down less than one percent from its high which was this month, not in June.

If this event turns out to be serious or memorable (or both), I think today gave a good look of what it will look like. Excess in the AI and AI adjacent space and unreliable volatility in the bond market will be front and center. We've been talking some about the excess in parts of the tech sector and talking constantly about the unreliable volatility of bonds a lot. 

We've had similar conversations in previous big events, I'm not sure what you do if you were overweight tech a month ago with no negative convexity on board. Maybe today is the bottom? At some point, industries like semiconductors, themes like the CHAT ETF or stocks like Oracle will find a bottom, time will bail those holders out eventually, there's just no way to know what they will have to endure or for how long. I mentioned ORCL because the decline has been stunning, I would be shocked if it went out of business at the end of this but to be clear, I am not a buyer at any price. 

I think anyone who was underweight tech coming into June, no tech is not realistic, and has been avoiding fixed income duration will fair better through this, if it turns out to be serious, but I would not count on skating through with no decline. My hope would be to avoid the worst of it. My experience has been that avoiding the worst of these events is repeatable. 

The information, analysis and opinions expressed herein reflect our judgment and opinions as of the date of writing and are subject to change at any time without notice. They are not intended to constitute legal, tax, securities or investment advice or a recommended course of action in any given situation. 

Tuesday, July 28, 2026

Should We Optimize For Sharpe Ratio?

Franklin Templeton is an ETF provider that gets very little attention. They do some interesting things and they also have model portfolios to support their funds. 


It's a 10/90 but it's not intended to be a standalone portfolio. As I take it, it could be used as a fixed income replacement along the lines of ProShares Hedge Fund Replication (HDG) or NY Life Hedge Multi-Strategy Tracker (QAI) as suggested by Claude. 

First is how Franklin model compares to HDG and QAI.


IUSB is similar to AGG but a little broader and has done slightly better that I will plan on using for blogging purposes going forward instead of AGG. The model took a less volatile path to a similar result as both HDG and QAI. A quick note, I switched out ARB from the model in favor of MNA to be able to go back a little further. If you look at the performance numbers, they fair worse than what I got because I am only able to grab what is in the model now, not track the changes it made along the way. 


Building the model out to a 40% weighting with 60% to equities, certainly helps the growth rate versus putting the 40% in IUSB but doesn't help much with volatility. Other than the 2020 Pandemic Crash though, the model has consistently done better in drawdowns. 

Here's a four minute excerpt from a podcast featuring Cliff Asness. The key line from Cliff was "you need to be able to short sell to create an uncorrelated return." QLEIX below is long biased, MERIX is market neutral and BTAL is short biased.


MERIX is client/personal holding the Merger Fund and ok, that might be the correlation but take a look for yourself, I would say it looks nothing like the stock market. It's by no means negatively correlated but regardless of the stats, having held the fund since the Financial Crisis, for my money it does not behave like the stock market even a little bit. 

Cliff also talked risk parity weighting of assets without using the term risk parity. He talked about leveraging up to even out the risk taken between assets with low/un/negative correlations. 


The holdings are SPY for equities, IUSB for bonds, AQMIX for managed futures and GLD.


It is very amusing that the way to optimize risk adjusted return (Sharpe Ratio) is to have no AGG-like bond exposure. Interestingly, if we replace IUSB with MERIX, the Optimized Sharpe Ratio recommendation was 25% each to SPY and AQMIX, 30% to MERIX and the rest in gold. 


Other than the Pandemic Crash, Optimized with MERIX has been a very smooth ride.

The information, analysis and opinions expressed herein reflect our judgment and opinions as of the date of writing and are subject to change at any time without notice. They are not intended to constitute legal, tax, securities or investment advice or a recommended course of action in any given situation. 

Monday, July 27, 2026

Additive To Your Long Term Result

Here's a quote from Jonathan Hoenig;

The best portfolios are designed to protect capital first while pursuing steady, absolute returns over time—not reacting to every market swing.

From Stephen Harvey of Sagard Wealth;

And Matthew Tuttle. 


You've been hearing for years about ETFs democratizing access to various strategies, including from me. I think the ETF industry has forced the mutual fund industry to also up its game. If you've been reading this site for a while then you already have at least a start at knowing how to do what all three quotes are talking about. 

The underlying premise connecting all three quotes is how to avoid making behavioral and allocational mistakes. One way to do this is to avoid obvious signs of excess. I've got some track record for this with banks in the build up to the Financial Crisis, bonds yielding nothing as Tuttle says and now with AI and AI-adjacent themes. 

There were enough non-bank financials 20 years ago (more now) that being slightly underweight the sector while avoiding banks almost entirely (held on to BNS which clients still have) wouldn't have been too disruptive if there'd never been a crisis. There were/are countless alternatives to bonds and bond funds with duration that would do what I think people want bond and bond funds to do, we've looked at this countless times. Completely avoiding tech today is impractical, it's too big a piece of the market to be zero weight. 

I think being underweight or avoiding excesses is easier than picking what will do best. Occasionally sidestepping an implosion, so not even every implosion, will be very additive to your long term result. 

The link quoting Harvey is from Chief Investment Officer and while I am unfamiliar with Harvey and his firm the context is institutional portfolios. The strategies and exposures he is talking about can be found with an abundance of choice from mutual funds now and to a lesser extent, ETFs. Quick note, pound for pound, ETFs are the better way to go but not everything goes best into the ETF wrapper.

Harsh closeout coming, too many people in the industry are still talking about and using very plain vanilla fixed income products that simply haven't been doing what investors would hope for and expect (repeating for emphasis). 


I've put up similar versions of this chart many times before, what do you want your equity offset, let's not called it fixed income, to look like. I think to avoiding duration will continue to be very additive to your long term result.

The information, analysis and opinions expressed herein reflect our judgment and opinions as of the date of writing and are subject to change at any time without notice. They are not intended to constitute legal, tax, securities or investment advice or a recommended course of action in any given situation. 

Sunday, July 26, 2026

Don't Focus On What You Can't Do

The starting point for today's post comes from a couple of different articles at the Wall Street Journal. The first one is about the retirement situation in Thailand. If you think the US is in rough shape, Thailand appears to be far worse. The equivalent of Social Security pays $18-$35 per month. 

That sounds low but there was no context around those numbers. Grok says a "frugal/basic" lifestyle ranges from $700-$1000/mo. Thailand has essentially no pension-like system at that low dollar amount and the WSJ contends that most people have no savings either. The default assumption seems to be that old people will move in with and be cared for by their children. The few people profiled as caregivers in this context are in their 50's/60's and they are portrayed as themselves being physically worn out. 

I don't know how you make a $35 payment (if accurate) work in the context of a $700 lifestyle but this example sheds a little light that maybe things don't have to be as universally dire in the US even if things are plenty challenging here. I'm not in denial about the US' retirement challenges, more like ok, this is the situation, what can we do about it.

A couple grossing $50,000/yr (current median is $65,000) where just one spouse works is taking home $3550/mo. If the one earner retires in 2030 at age 67 still making $50,000, his Social Security would be $1602 in today's dollars and the spousal benefit would be $801 for a total of $2403 so they are short of their working take home pay by $1147/mo. A positive for this situation would be they own a house and their mortgage will be paid at age 67 or sooner. There is the potential for their Medicare premiums to be less than regular health insurance but there some moving parts to that part of the equation. If the mortgage is not paid off, then yes something will have to give, probably some sort of part time work to make up the gap. 

The other WSJ article looked at Supersizing Your Retirement Account including contribute the max $70,000 to your 401k (for self employed) and a couple of others that seem financially out of reach for most people. The comments went pretty hard after the $70,000 idea. 

As opposed to taking the advice about putting $70,000 away as the only idea, I took the context of the article to be focused on people about 50 with little saved but making pretty good incomes, not killing it. If that is their situation, what can they do about it?

I think a plausible scenario at 50 is a house that had a 15 year mortgage now being free an clear, kids up and out successfully and diverting what has been the mortgage payment into retirement savings. If this worked out to be $25,000/yr, after 20 years of compounding at 7% (not a heroic assumption) they'd have just over $1 million when they are 70. Yes, maybe they don't want to work that long but at 50 with very little saved, something might have to give, will probably have to give. 

The backtest considers three different broad, multi-asset funds; GMO Benchmark Free (GBMFX), Permanent Portfolio (PRPFX) and Vanguard Balanced Index (VBIAX). Starting 20 years ago with $2000, putting $2070 per month in and you can see the totals as of today.


If this couple had accumulated $100,000 by the time they were 50 and started on this $2070/mo plan, putting it all into GBMFX would now be worth $1,313.000, PRPFX would be at $1,753,000 and VBIAX would have grown to $1,850,000. A quick note, when I played around with different timeframes, GBMFX compounded much closer to the other two.

The big takeaway is simple. Assess your situation and then figure out what you can do. You can't save $70,000 in one year? Ok, what can you do? 

The information, analysis and opinions expressed herein reflect our judgment and opinions as of the date of writing and are subject to change at any time without notice. They are not intended to constitute legal, tax, securities or investment advice or a recommended course of action in any given situation. 

Friday, July 24, 2026

El Hombre Es Muy Macro

Barron's wrote about Social Security again. There wasn't much that was new except quantifying how much money people would forgo if payouts actually get cut in 2032. As an example, my age 70 benefit added to my wife's age 64 benefit (our intention is to take it when I turn 70, she'd be 64) adds up to $6684 in today's dollars. A 23% reduction would be $1537/mo times 12 months times 25 years would be a lifetime hit of $461,196 in constant dollars. 

The article took a stab at how to make that up by investing an extra lump sum amount now into Vanguard Balanced Index Fund. Using their math and thought process, I would need to invest $192,000 to have made up the $461,000 in 15 years. I realize there's a few more moving parts than that but it does give some context. 

While Barron's mentioned VBAIX, Bloomberg says that Gen-Z investors are "ditching" bonds in favor of more cash and cash proxies. They are getting almost the same yield without the volatility or the interest rate risk. Amusingly, Bloomberg is citing work done by Vanguard for the ditching bonds comment. 

I stumbled into a new fund to look at for anyone wanting to ditch their bonds. The Dynamic Alpha Macro Fund (DYMIX) allocates 50% to domestic equity ETFs and 50% to macro strategies. It seems similar to BLNDX or QNZIX which both split between equities and managed futures. 

The results for DYMIX have been strong. It has compounded at 21% since its inception in 2023 but with a high degree of volatility.


The decline since February seems noteworthy but is probably easily dissected. The fund's literature refers to the fund has having very low turnover with the macro sleeve only having three holdings; gold, copper and five year treasury notes. It seems apparent that the majority of the macro sleeve is in gold and that the fund hasn't sold any of its position. Since gold rolled over, the decline in copper has been modest as has the decline for five year treasuries. 


Morningstar says the turn over is 3% which means very little trading, very little. I don't really understand how a fund that never trades can be a macro fund as opposed to more of a multi-asset fund. The result can still be good, it is good irrespective of the current drawdown the fund is in.

The counterpoint to whether it might be better thought of as a multi-asset fund is there is very little under the hood of DYMIX that can go wrong. The literature mentions simplicity, the look through is easy and the only risk is the decisions made not some sort of complexity working against the NAV. The decisions have mostly been correct based on the result but for the last few months gold has hurt.

The backtest is interesting.



In terms of volatility, DYMIX is a bit of a hot potato but Portfolio 2 could be thought of as an example of how to incorporate a hot potato in with other holdings with different attributes to blend into a pretty smooth ride. I would not count on the growth rate to continue to be that strong but I think the volatility attributes could be pretty durable. 

In terms of DYMIX, I think of macro strategies making a lot of small bets not one huge bet (gold in this case). I'm not going to be interested in pursuing the fund for clients but I think it could be useful for blogging purposes for studying ways to concentrate volatility into smaller slices of the portfolio like we did today. 

The information, analysis and opinions expressed herein reflect our judgment and opinions as of the date of writing and are subject to change at any time without notice. They are not intended to constitute legal, tax, securities or investment advice or a recommended course of action in any given situation.

There's a Munger Quote For That

Some quick hits today. By now you've probably heard about the hedge fund called Situational Awareness run by Leopold Aschenbrenner. He m...